warning: commands will be executed using /bin/sh
job 3236 at Wed Jun 11 15:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse21-140610/YutaMouse21-140610/YutaMouse21-140610
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3840322 data points of dimension 48.
meanDims = 48
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1280107 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 67080 members 
Mstep: Class 3 contains 67422 members 
Mstep: Class 4 contains 67035 members 
Mstep: Class 5 contains 67643 members 
Mstep: Class 6 contains 67255 members 
Mstep: Class 7 contains 67594 members 
Mstep: Class 8 contains 66981 members 
Mstep: Class 9 contains 67394 members 
Mstep: Class 10 contains 67295 members 
Mstep: Class 11 contains 67452 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 67578 members 
Mstep: Class 14 contains 67201 members 
Mstep: Class 15 contains 67266 members 
Mstep: Class 16 contains 67980 members 
Mstep: Class 17 contains 67221 members 
Mstep: Class 18 contains 67482 members 
Mstep: Class 19 contains 67261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 595.743164 but Gain 8613.250000
Score: -216233920.000000 Penalty: 155038.562500
Iteration 0F: 19 clusters Score -2.162339e+08 nChanged 1205564
Entering Unmasked Mstep 
Mstep: Class 0 contains 5339 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 27311 members 
Mstep: Class 3 contains 71032 members 
Mstep: Class 4 contains 41168 members 
Mstep: Class 5 contains 293367 members 
Mstep: Class 6 contains 19603 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 23948 members 
Mstep: Class 9 contains 185702 members 
Mstep: Class 10 contains 17941 members 
Mstep: Class 11 contains 15479 members 
Mstep: Class 12 contains 12866 members 
Mstep: Class 13 contains 19246 members 
Mstep: Class 14 contains 114676 members 
Mstep: Class 15 contains 89394 members 
Mstep: Class 16 contains 20882 members 
Mstep: Class 17 contains 128280 members 
Mstep: Class 18 contains 115184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223177168.000000 Penalty: 155038.562500
Iteration 1F: 19 clusters Score -2.231772e+08 nChanged 464816
Entering Unmasked Mstep 
Mstep: Class 0 contains 4648 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 54290 members 
Mstep: Class 4 contains 39211 members 
Mstep: Class 5 contains 364125 members 
Mstep: Class 6 contains 7925 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 11496 members 
Mstep: Class 9 contains 204707 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 25388 members 
Mstep: Class 12 contains 21365 members 
Mstep: Class 13 contains 11247 members 
Mstep: Class 14 contains 134131 members 
Mstep: Class 15 contains 78596 members 
Mstep: Class 16 contains 11137 members 
Mstep: Class 17 contains 142951 members 
Mstep: Class 18 contains 102092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 8011.357910 but Gain 8613.265625
Score: -224503616.000000 Penalty: 146425.296875
Iteration 2F: 18 clusters Score -2.245036e+08 nChanged 354736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4195 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 48709 members 
Mstep: Class 4 contains 44989 members 
Mstep: Class 5 contains 410302 members 
Mstep: Class 6 contains 5124 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 9 contains 191289 members 
Mstep: Class 10 contains 6848 members 
Mstep: Class 11 contains 38138 members 
Mstep: Class 12 contains 30449 members 
Mstep: Class 13 contains 10315 members 
Mstep: Class 14 contains 123394 members 
Mstep: Class 15 contains 68198 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 143818 members 
Mstep: Class 18 contains 121895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225239200.000000 Penalty: 146425.296875
Iteration 3F: 18 clusters Score -2.252392e+08 nChanged 247685
Entering Unmasked Mstep 
Mstep: Class 0 contains 3771 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 42504 members 
Mstep: Class 4 contains 38684 members 
Mstep: Class 5 contains 457553 members 
Mstep: Class 6 contains 5212 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 9 contains 169147 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 46595 members 
Mstep: Class 12 contains 35402 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 102669 members 
Mstep: Class 15 contains 62133 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 135293 members 
Mstep: Class 18 contains 148092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225688512.000000 Penalty: 146425.296875
Iteration 4F: 18 clusters Score -2.256885e+08 nChanged 165843
Entering Unmasked Mstep 
Mstep: Class 0 contains 2647 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 36830 members 
Mstep: Class 4 contains 32490 members 
Mstep: Class 5 contains 490717 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 761 members 
Mstep: Class 9 contains 153507 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 52770 members 
Mstep: Class 12 contains 36627 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 87299 members 
Mstep: Class 15 contains 62663 members 
Mstep: Class 16 contains 4327 members 
Mstep: Class 17 contains 124908 members 
Mstep: Class 18 contains 164140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942448.000000 Penalty: 146425.296875
Iteration 5F: 18 clusters Score -2.259424e+08 nChanged 121476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2114 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 33465 members 
Mstep: Class 4 contains 28384 members 
Mstep: Class 5 contains 509306 members 
Mstep: Class 6 contains 7438 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 9 contains 145213 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 58658 members 
Mstep: Class 12 contains 36513 members 
Mstep: Class 13 contains 9121 members 
Mstep: Class 14 contains 77654 members 
Mstep: Class 15 contains 66732 members 
Mstep: Class 16 contains 4114 members 
Mstep: Class 17 contains 115637 members 
Mstep: Class 18 contains 171745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226111664.000000 Penalty: 146425.296875
Iteration 6F: 18 clusters Score -2.261117e+08 nChanged 93839
Entering Unmasked Mstep 
Mstep: Class 0 contains 930 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 31937 members 
Mstep: Class 4 contains 25245 members 
Mstep: Class 5 contains 517345 members 
Mstep: Class 6 contains 8236 members 
Mstep: Class 7 contains 1225 members 
Mstep: Class 9 contains 143878 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 63870 members 
Mstep: Class 12 contains 36607 members 
Mstep: Class 13 contains 8346 members 
Mstep: Class 14 contains 71771 members 
Mstep: Class 15 contains 72298 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 106756 members 
Mstep: Class 18 contains 174300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226328912.000000 Penalty: 146425.296875
Iteration 7F: 18 clusters Score -2.263289e+08 nChanged 75326
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 30966 members 
Mstep: Class 4 contains 22788 members 
Mstep: Class 5 contains 518623 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 9 contains 147633 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 68025 members 
Mstep: Class 12 contains 37097 members 
Mstep: Class 13 contains 7953 members 
Mstep: Class 14 contains 67798 members 
Mstep: Class 15 contains 79484 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 97918 members 
Mstep: Class 18 contains 173960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226402560.000000 Penalty: 146425.296875
Iteration 8F: 18 clusters Score -2.264026e+08 nChanged 61385
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 30134 members 
Mstep: Class 4 contains 20839 members 
Mstep: Class 5 contains 517241 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 152733 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 70919 members 
Mstep: Class 12 contains 37552 members 
Mstep: Class 13 contains 7392 members 
Mstep: Class 14 contains 64337 members 
Mstep: Class 15 contains 88384 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 89557 members 
Mstep: Class 18 contains 172138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226451824.000000 Penalty: 146425.296875
Iteration 9Q: 18 clusters Score -2.264518e+08 nChanged 52009
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 29625 members 
Mstep: Class 4 contains 19385 members 
Mstep: Class 5 contains 515679 members 
Mstep: Class 6 contains 9131 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 156954 members 
Mstep: Class 10 contains 3281 members 
Mstep: Class 11 contains 72833 members 
Mstep: Class 12 contains 38843 members 
Mstep: Class 13 contains 6903 members 
Mstep: Class 14 contains 60605 members 
Mstep: Class 15 contains 98875 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 81844 members 
Mstep: Class 18 contains 168969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226485808.000000 Penalty: 146425.296875
Iteration 10Q: 18 clusters Score -2.264858e+08 nChanged 45460
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 29091 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 514733 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 160194 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 74178 members 
Mstep: Class 12 contains 40243 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 56261 members 
Mstep: Class 15 contains 110767 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 74803 members 
Mstep: Class 18 contains 164744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226514704.000000 Penalty: 146425.296875
Iteration 11Q: 18 clusters Score -2.265147e+08 nChanged 42941
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 28382 members 
Mstep: Class 4 contains 17732 members 
Mstep: Class 5 contains 514391 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 162748 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 75242 members 
Mstep: Class 12 contains 41482 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 51624 members 
Mstep: Class 15 contains 122888 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 68736 members 
Mstep: Class 18 contains 159846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226546592.000000 Penalty: 146425.296875
Iteration 12Q: 18 clusters Score -2.265466e+08 nChanged 42825
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 27508 members 
Mstep: Class 4 contains 17334 members 
Mstep: Class 5 contains 514314 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 165041 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 76157 members 
Mstep: Class 12 contains 42601 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 47721 members 
Mstep: Class 15 contains 133950 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 63827 members 
Mstep: Class 18 contains 154349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226595280.000000 Penalty: 146425.296875
Iteration 13Q: 18 clusters Score -2.265953e+08 nChanged 40549
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 17204 members 
Mstep: Class 5 contains 514279 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 166931 members 
Mstep: Class 10 contains 3986 members 
Mstep: Class 11 contains 76872 members 
Mstep: Class 12 contains 43134 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 45836 members 
Mstep: Class 15 contains 145104 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 61082 members 
Mstep: Class 18 contains 145887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226638544.000000 Penalty: 146425.296875
Iteration 14Q: 18 clusters Score -2.266385e+08 nChanged 34075
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 25185 members 
Mstep: Class 4 contains 17278 members 
Mstep: Class 5 contains 513430 members 
Mstep: Class 6 contains 9463 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 168249 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 77420 members 
Mstep: Class 12 contains 43345 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 15 contains 154657 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 60847 members 
Mstep: Class 18 contains 135378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226657344.000000 Penalty: 146425.296875
Iteration 15Q: 18 clusters Score -2.266573e+08 nChanged 25565
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 24595 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 512023 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 169320 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 77765 members 
Mstep: Class 12 contains 43389 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 48546 members 
Mstep: Class 15 contains 161524 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 61650 members 
Mstep: Class 18 contains 126035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226669824.000000 Penalty: 146425.296875
Iteration 16Q: 18 clusters Score -2.266698e+08 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 24777 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 510762 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 170172 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 77916 members 
Mstep: Class 12 contains 43335 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 50440 members 
Mstep: Class 15 contains 166336 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 62410 members 
Mstep: Class 18 contains 118208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226682608.000000 Penalty: 146425.296875
Iteration 17Q: 18 clusters Score -2.266826e+08 nChanged 17065
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 25628 members 
Mstep: Class 4 contains 18410 members 
Mstep: Class 5 contains 509720 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 170807 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 77965 members 
Mstep: Class 12 contains 43126 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 52232 members 
Mstep: Class 15 contains 169842 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 62844 members 
Mstep: Class 18 contains 111615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226697184.000000 Penalty: 146425.296875
Iteration 18Q: 18 clusters Score -2.266972e+08 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 27101 members 
Mstep: Class 4 contains 18955 members 
Mstep: Class 5 contains 508995 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 170923 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 11 contains 77946 members 
Mstep: Class 12 contains 42768 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 53750 members 
Mstep: Class 15 contains 172507 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 63132 members 
Mstep: Class 18 contains 106089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226714080.000000 Penalty: 146425.296875
Iteration 19Q: 18 clusters Score -2.267141e+08 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 28455 members 
Mstep: Class 4 contains 19354 members 
Mstep: Class 5 contains 508345 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 9 contains 170602 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 77905 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 5581 members 
Mstep: Class 14 contains 55027 members 
Mstep: Class 15 contains 174951 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 63258 members 
Mstep: Class 18 contains 102066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226737408.000000 Penalty: 146425.296875
Iteration 20F: 18 clusters Score -2.267374e+08 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 19444 members 
Mstep: Class 5 contains 507739 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 170133 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 11 contains 77692 members 
Mstep: Class 12 contains 41328 members 
Mstep: Class 13 contains 5394 members 
Mstep: Class 14 contains 56142 members 
Mstep: Class 15 contains 177675 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 63242 members 
Mstep: Class 18 contains 100211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226746080.000000 Penalty: 146425.296875
Iteration 21Q: 18 clusters Score -2.267461e+08 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 28286 members 
Mstep: Class 4 contains 19561 members 
Mstep: Class 5 contains 507514 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 169729 members 
Mstep: Class 10 contains 4630 members 
Mstep: Class 11 contains 77499 members 
Mstep: Class 12 contains 40617 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 57097 members 
Mstep: Class 15 contains 178802 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 63230 members 
Mstep: Class 18 contains 99618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226748128.000000 Penalty: 146425.296875
Iteration 22Q: 18 clusters Score -2.267481e+08 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 28316 members 
Mstep: Class 4 contains 19663 members 
Mstep: Class 5 contains 507408 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 169214 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 77343 members 
Mstep: Class 12 contains 40108 members 
Mstep: Class 13 contains 5204 members 
Mstep: Class 14 contains 57895 members 
Mstep: Class 15 contains 179343 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 63174 members 
Mstep: Class 18 contains 99468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226749312.000000 Penalty: 146425.296875
Iteration 23Q: 18 clusters Score -2.267493e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 28433 members 
Mstep: Class 4 contains 19709 members 
Mstep: Class 5 contains 507400 members 
Mstep: Class 6 contains 9730 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 168727 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 77216 members 
Mstep: Class 12 contains 39739 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 58587 members 
Mstep: Class 15 contains 179580 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 63092 members 
Mstep: Class 18 contains 99405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226751008.000000 Penalty: 146425.296875
Iteration 24Q: 18 clusters Score -2.26751e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 28580 members 
Mstep: Class 4 contains 19662 members 
Mstep: Class 5 contains 507536 members 
Mstep: Class 6 contains 9760 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 168203 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 77116 members 
Mstep: Class 12 contains 39482 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 59127 members 
Mstep: Class 15 contains 179697 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 63028 members 
Mstep: Class 18 contains 99361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226752128.000000 Penalty: 146425.296875
Iteration 25Q: 18 clusters Score -2.267521e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 28759 members 
Mstep: Class 4 contains 19565 members 
Mstep: Class 5 contains 507634 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 167718 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 77049 members 
Mstep: Class 12 contains 39275 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 59618 members 
Mstep: Class 15 contains 179752 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62976 members 
Mstep: Class 18 contains 99369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226752752.000000 Penalty: 146425.296875
Iteration 26Q: 18 clusters Score -2.267528e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 28923 members 
Mstep: Class 4 contains 19452 members 
Mstep: Class 5 contains 507752 members 
Mstep: Class 6 contains 9802 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 167243 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 77000 members 
Mstep: Class 12 contains 39109 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 60038 members 
Mstep: Class 15 contains 179769 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62948 members 
Mstep: Class 18 contains 99371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753904.000000 Penalty: 146425.296875
Iteration 27Q: 18 clusters Score -2.267539e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 29119 members 
Mstep: Class 4 contains 19308 members 
Mstep: Class 5 contains 507745 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 166887 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 76956 members 
Mstep: Class 12 contains 38980 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 60444 members 
Mstep: Class 15 contains 179727 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62908 members 
Mstep: Class 18 contains 99388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226754736.000000 Penalty: 146425.296875
Iteration 28Q: 18 clusters Score -2.267547e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 29330 members 
Mstep: Class 4 contains 19177 members 
Mstep: Class 5 contains 507796 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 166466 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 76920 members 
Mstep: Class 12 contains 38877 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 60760 members 
Mstep: Class 15 contains 179668 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62873 members 
Mstep: Class 18 contains 99452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226755232.000000 Penalty: 146425.296875
Iteration 29Q: 18 clusters Score -2.267552e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 29516 members 
Mstep: Class 4 contains 19000 members 
Mstep: Class 5 contains 507894 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 166092 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 76891 members 
Mstep: Class 12 contains 38792 members 
Mstep: Class 13 contains 5374 members 
Mstep: Class 14 contains 61033 members 
Mstep: Class 15 contains 179618 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62852 members 
Mstep: Class 18 contains 99480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226755952.000000 Penalty: 146425.296875
Iteration 30Q: 18 clusters Score -2.26756e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 29644 members 
Mstep: Class 4 contains 18818 members 
Mstep: Class 5 contains 507963 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 165817 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 76867 members 
Mstep: Class 12 contains 38719 members 
Mstep: Class 13 contains 5436 members 
Mstep: Class 14 contains 61243 members 
Mstep: Class 15 contains 179558 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62823 members 
Mstep: Class 18 contains 99534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226755936.000000 Penalty: 146425.296875
Iteration 31Q: 18 clusters Score -2.267559e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 29797 members 
Mstep: Class 4 contains 18612 members 
Mstep: Class 5 contains 508008 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 165530 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 76847 members 
Mstep: Class 12 contains 38649 members 
Mstep: Class 13 contains 5515 members 
Mstep: Class 14 contains 61446 members 
Mstep: Class 15 contains 179520 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62808 members 
Mstep: Class 18 contains 99585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226756112.000000 Penalty: 146425.296875
Iteration 32Q: 18 clusters Score -2.267561e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 29927 members 
Mstep: Class 4 contains 18441 members 
Mstep: Class 5 contains 508066 members 
Mstep: Class 6 contains 9991 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 165237 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 76826 members 
Mstep: Class 12 contains 38596 members 
Mstep: Class 13 contains 5590 members 
Mstep: Class 14 contains 61641 members 
Mstep: Class 15 contains 179499 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62787 members 
Mstep: Class 18 contains 99601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226755904.000000 Penalty: 146425.296875
Iteration 33Q: 18 clusters Score -2.267559e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 30062 members 
Mstep: Class 4 contains 18242 members 
Mstep: Class 5 contains 508109 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 164991 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 76807 members 
Mstep: Class 12 contains 38554 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 61804 members 
Mstep: Class 15 contains 179476 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62773 members 
Mstep: Class 18 contains 99623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226755520.000000 Penalty: 146425.296875
Iteration 34Q: 18 clusters Score -2.267555e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 30160 members 
Mstep: Class 4 contains 18044 members 
Mstep: Class 5 contains 508140 members 
Mstep: Class 6 contains 10061 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 164782 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 76796 members 
Mstep: Class 12 contains 38510 members 
Mstep: Class 13 contains 5790 members 
Mstep: Class 14 contains 61927 members 
Mstep: Class 15 contains 179468 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62748 members 
Mstep: Class 18 contains 99670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226756416.000000 Penalty: 146425.296875
Iteration 35Q: 18 clusters Score -2.267564e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 30263 members 
Mstep: Class 4 contains 17845 members 
Mstep: Class 5 contains 508114 members 
Mstep: Class 6 contains 10097 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 164612 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 76780 members 
Mstep: Class 12 contains 38491 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 62031 members 
Mstep: Class 15 contains 179440 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62737 members 
Mstep: Class 18 contains 99700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226756848.000000 Penalty: 146425.296875
Iteration 36Q: 18 clusters Score -2.267568e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 30379 members 
Mstep: Class 4 contains 17645 members 
Mstep: Class 5 contains 508138 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 164440 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 76773 members 
Mstep: Class 12 contains 38480 members 
Mstep: Class 13 contains 6072 members 
Mstep: Class 14 contains 62102 members 
Mstep: Class 15 contains 179403 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62721 members 
Mstep: Class 18 contains 99721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226756800.000000 Penalty: 146425.296875
Iteration 37Q: 18 clusters Score -2.267568e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 30516 members 
Mstep: Class 4 contains 17451 members 
Mstep: Class 5 contains 508119 members 
Mstep: Class 6 contains 10150 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 164286 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 76766 members 
Mstep: Class 12 contains 38470 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 62152 members 
Mstep: Class 15 contains 179364 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 62712 members 
Mstep: Class 18 contains 99709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226757440.000000 Penalty: 146425.296875
Iteration 38Q: 18 clusters Score -2.267574e+08 nChanged 1434
Entering ConstructFrom: 
Score: -226757440.000000 Penalty: 146425.296875
Entering ConstructFrom: 
Trying to split cluster 1 (13559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Entering Unmasked Estep 
Score: -2306706.000000 Penalty: 5827.818359
	Iteration 0F: 2 clusters Score -2306706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2294260.000000 Penalty: 11655.636719
	Iteration 0F: 3 clusters Score -2294260 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2298244.750000 Penalty: 11655.636719
	Iteration 1F: 3 clusters Score -2298245 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2300374.000000 Penalty: 11655.636719
	Iteration 2F: 3 clusters Score -2300374 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2301789.750000 Penalty: 11655.636719
	Iteration 3F: 3 clusters Score -2301790 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2302747.000000 Penalty: 11655.636719
	Iteration 4F: 3 clusters Score -2302747 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2303416.000000 Penalty: 11655.636719
	Iteration 5F: 3 clusters Score -2303416 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2303935.750000 Penalty: 11655.636719
	Iteration 6Q: 3 clusters Score -2303936 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2304319.000000 Penalty: 11655.636719
	Iteration 7Q: 3 clusters Score -2304319 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2304686.750000 Penalty: 11655.636719
	Iteration 8Q: 3 clusters Score -2304687 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2304996.250000 Penalty: 11655.636719
	Iteration 9Q: 3 clusters Score -2304996 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2305295.750000 Penalty: 11655.636719
	Iteration 10Q: 3 clusters Score -2305296 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2305546.250000 Penalty: 11655.636719
	Iteration 11Q: 3 clusters Score -2305546 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2305739.000000 Penalty: 11655.636719
	Iteration 12Q: 3 clusters Score -2305739 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2305887.500000 Penalty: 11655.636719
	Iteration 13Q: 3 clusters Score -2305888 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2306025.750000 Penalty: 11655.636719
	Iteration 14Q: 3 clusters Score -2306026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2306157.000000 Penalty: 11655.636719
	Iteration 15Q: 3 clusters Score -2306157 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2306296.750000 Penalty: 11655.636719
	Iteration 16Q: 3 clusters Score -2306297 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2306434.000000 Penalty: 11655.636719
	Iteration 17Q: 3 clusters Score -2306434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2306545.000000 Penalty: 11655.636719
	Iteration 18Q: 3 clusters Score -2306545 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2306643.000000 Penalty: 11655.636719
	Iteration 19Q: 3 clusters Score -2306643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2306721.500000 Penalty: 11655.636719
	Iteration 20F: 3 clusters Score -2306722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2306806.500000 Penalty: 11655.636719
	Iteration 21Q: 3 clusters Score -2306806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2306896.500000 Penalty: 11655.636719
	Iteration 22Q: 3 clusters Score -2306896 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2307011.750000 Penalty: 11655.636719
	Iteration 23Q: 3 clusters Score -2307012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2307182.500000 Penalty: 11655.636719
	Iteration 24Q: 3 clusters Score -2307182 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2307368.500000 Penalty: 11655.636719
	Iteration 25Q: 3 clusters Score -2307368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2307590.250000 Penalty: 11655.636719
	Iteration 26Q: 3 clusters Score -2307590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2307791.250000 Penalty: 11655.636719
	Iteration 27Q: 3 clusters Score -2307791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2307965.250000 Penalty: 11655.636719
	Iteration 28Q: 3 clusters Score -2307965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2308097.500000 Penalty: 11655.636719
	Iteration 29Q: 3 clusters Score -2308098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2308245.000000 Penalty: 11655.636719
	Iteration 30Q: 3 clusters Score -2308245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2308393.750000 Penalty: 11655.636719
	Iteration 31Q: 3 clusters Score -2308394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2308545.000000 Penalty: 11655.636719
	Iteration 32Q: 3 clusters Score -2308545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2308774.000000 Penalty: 11655.636719
	Iteration 33Q: 3 clusters Score -2308774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2309136.000000 Penalty: 11655.636719
	Iteration 34Q: 3 clusters Score -2309136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2309251.750000 Penalty: 11655.636719
	Iteration 35Q: 3 clusters Score -2309252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2309275.000000 Penalty: 11655.636719
	Iteration 36Q: 3 clusters Score -2309275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2309280.250000 Penalty: 11655.636719
	Iteration 37Q: 3 clusters Score -2309280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2309279.500000 Penalty: 11655.636719
	Iteration 38Q: 3 clusters Score -2309280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2309281.000000 Penalty: 11655.636719
	Iteration 39Q: 3 clusters Score -2309281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2309281.000000 Penalty: 11655.636719
	Iteration 40F: 3 clusters Score -2309281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 164096 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 76756 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Entering Unmasked Estep 
Score: -226756144.000000 Penalty: 155038.562500
Splitting cluster 1 changes total score from -226757440.000000 to -226756144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -501988.093750 Penalty: 4948.196777
	Iteration 0F: 2 clusters Score -501988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -496453.593750 Penalty: 9896.393555
	Iteration 0F: 3 clusters Score -496453.6 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -498955.375000 Penalty: 9896.393555
	Iteration 1F: 3 clusters Score -498955.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -500192.750000 Penalty: 9896.393555
	Iteration 2F: 3 clusters Score -500192.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501458.250000 Penalty: 9896.393555
	Iteration 3F: 3 clusters Score -501458.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -503213.531250 Penalty: 9896.393555
	Iteration 4F: 3 clusters Score -503213.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -504423.750000 Penalty: 9896.393555
	Iteration 5F: 3 clusters Score -504423.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -505033.437500 Penalty: 9896.393555
	Iteration 6Q: 3 clusters Score -505033.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -505544.000000 Penalty: 9896.393555
	Iteration 7Q: 3 clusters Score -505544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -506161.906250 Penalty: 9896.393555
	Iteration 8Q: 3 clusters Score -506161.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -506310.781250 Penalty: 9896.393555
	Iteration 9Q: 3 clusters Score -506310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -506366.343750 Penalty: 9896.393555
	Iteration 10Q: 3 clusters Score -506366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -506451.531250 Penalty: 9896.393555
	Iteration 11Q: 3 clusters Score -506451.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -506612.375000 Penalty: 9896.393555
	Iteration 12Q: 3 clusters Score -506612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -506806.093750 Penalty: 9896.393555
	Iteration 13Q: 3 clusters Score -506806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -506829.406250 Penalty: 9896.393555
	Iteration 14Q: 3 clusters Score -506829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -506838.468750 Penalty: 9896.393555
	Iteration 15Q: 3 clusters Score -506838.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -506842.875000 Penalty: 9896.393555
	Iteration 16Q: 3 clusters Score -506842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -506848.437500 Penalty: 9896.393555
	Iteration 17Q: 3 clusters Score -506848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -506855.031250 Penalty: 9896.393555
	Iteration 18Q: 3 clusters Score -506855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -506871.812500 Penalty: 9896.393555
	Iteration 19Q: 3 clusters Score -506871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -506906.187500 Penalty: 9896.393555
	Iteration 20F: 3 clusters Score -506906.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -507025.281250 Penalty: 9896.393555
	Iteration 21Q: 3 clusters Score -507025.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -507415.718750 Penalty: 9896.393555
	Iteration 22Q: 3 clusters Score -507415.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -507796.750000 Penalty: 9896.393555
	Iteration 23Q: 3 clusters Score -507796.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -507834.312500 Penalty: 9896.393555
	Iteration 24Q: 3 clusters Score -507834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -507837.750000 Penalty: 9896.393555
	Iteration 25Q: 3 clusters Score -507837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -507837.750000 Penalty: 9896.393555
	Iteration 26F: 3 clusters Score -507837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 164096 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 76756 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Entering Unmasked Estep 
Score: -226758752.000000 Penalty: 155038.562500
Splitting cluster 2 changes total score from -226757440.000000 to -226758752.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (30606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Entering Unmasked Estep 
Score: -5195187.500000 Penalty: 6326.482422
	Iteration 0F: 2 clusters Score -5195188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5171950.000000 Penalty: 12652.964844
	Iteration 0F: 3 clusters Score -5171950 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5178819.500000 Penalty: 12652.964844
	Iteration 1F: 3 clusters Score -5178820 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -5179858.000000 Penalty: 12652.964844
	Iteration 2F: 3 clusters Score -5179858 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -5180708.500000 Penalty: 12652.964844
	Iteration 3F: 3 clusters Score -5180708 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5181438.000000 Penalty: 12652.964844
	Iteration 4Q: 3 clusters Score -5181438 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5182100.500000 Penalty: 12652.964844
	Iteration 5Q: 3 clusters Score -5182100 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -5182724.000000 Penalty: 12652.964844
	Iteration 6Q: 3 clusters Score -5182724 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5183400.500000 Penalty: 12652.964844
	Iteration 7Q: 3 clusters Score -5183400 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5184208.500000 Penalty: 12652.964844
	Iteration 8Q: 3 clusters Score -5184208 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5185018.500000 Penalty: 12652.964844
	Iteration 9Q: 3 clusters Score -5185018 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -5185916.500000 Penalty: 12652.964844
	Iteration 10Q: 3 clusters Score -5185916 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5186835.000000 Penalty: 12652.964844
	Iteration 11Q: 3 clusters Score -5186835 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5187686.500000 Penalty: 12652.964844
	Iteration 12Q: 3 clusters Score -5187686 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5188428.000000 Penalty: 12652.964844
	Iteration 13Q: 3 clusters Score -5188428 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5189099.000000 Penalty: 12652.964844
	Iteration 14Q: 3 clusters Score -5189099 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -5189733.000000 Penalty: 12652.964844
	Iteration 15Q: 3 clusters Score -5189733 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5190230.000000 Penalty: 12652.964844
	Iteration 16Q: 3 clusters Score -5190230 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5190616.000000 Penalty: 12652.964844
	Iteration 17Q: 3 clusters Score -5190616 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -5190991.500000 Penalty: 12652.964844
	Iteration 18Q: 3 clusters Score -5190992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5191204.500000 Penalty: 12652.964844
	Iteration 19Q: 3 clusters Score -5191204 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5191331.500000 Penalty: 12652.964844
	Iteration 20F: 3 clusters Score -5191332 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5191427.000000 Penalty: 12652.964844
	Iteration 21Q: 3 clusters Score -5191427 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5191483.500000 Penalty: 12652.964844
	Iteration 22Q: 3 clusters Score -5191484 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5191552.000000 Penalty: 12652.964844
	Iteration 23Q: 3 clusters Score -5191552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -5191565.000000 Penalty: 12652.964844
	Iteration 24Q: 3 clusters Score -5191565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5191596.000000 Penalty: 12652.964844
	Iteration 25Q: 3 clusters Score -5191596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5191616.000000 Penalty: 12652.964844
	Iteration 26Q: 3 clusters Score -5191616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5191633.000000 Penalty: 12652.964844
	Iteration 27Q: 3 clusters Score -5191633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5191656.500000 Penalty: 12652.964844
	Iteration 28Q: 3 clusters Score -5191656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5191670.500000 Penalty: 12652.964844
	Iteration 29Q: 3 clusters Score -5191670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5191676.000000 Penalty: 12652.964844
	Iteration 30Q: 3 clusters Score -5191676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5191679.500000 Penalty: 12652.964844
	Iteration 31Q: 3 clusters Score -5191680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5191685.000000 Penalty: 12652.964844
	Iteration 32Q: 3 clusters Score -5191685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5191703.000000 Penalty: 12652.964844
	Iteration 33Q: 3 clusters Score -5191703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5191704.500000 Penalty: 12652.964844
	Iteration 34Q: 3 clusters Score -5191704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5191698.000000 Penalty: 12652.964844
	Iteration 35Q: 3 clusters Score -5191698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5191701.000000 Penalty: 12652.964844
	Iteration 36Q: 3 clusters Score -5191701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5191701.500000 Penalty: 12652.964844
	Iteration 37Q: 3 clusters Score -5191702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5191707.500000 Penalty: 12652.964844
	Iteration 38Q: 3 clusters Score -5191708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5191721.000000 Penalty: 12652.964844
	Iteration 39Q: 3 clusters Score -5191721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5191725.000000 Penalty: 12652.964844
	Iteration 40F: 3 clusters Score -5191725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5191721.000000 Penalty: 12652.964844
	Iteration 41Q: 3 clusters Score -5191721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5191725.500000 Penalty: 12652.964844
	Iteration 42Q: 3 clusters Score -5191726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5191732.000000 Penalty: 12652.964844
	Iteration 43Q: 3 clusters Score -5191732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5191735.500000 Penalty: 12652.964844
	Iteration 44Q: 3 clusters Score -5191736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5191733.500000 Penalty: 12652.964844
	Iteration 45Q: 3 clusters Score -5191734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5191732.000000 Penalty: 12652.964844
	Iteration 46Q: 3 clusters Score -5191732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5191736.000000 Penalty: 12652.964844
	Iteration 47Q: 3 clusters Score -5191736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5191732.500000 Penalty: 12652.964844
	Iteration 48Q: 3 clusters Score -5191732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5191734.000000 Penalty: 12652.964844
	Iteration 49Q: 3 clusters Score -5191734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5191734.500000 Penalty: 12652.964844
	Iteration 50Q: 3 clusters Score -5191734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5191733.500000 Penalty: 12652.964844
	Iteration 51Q: 3 clusters Score -5191734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5191732.000000 Penalty: 12652.964844
	Iteration 52Q: 3 clusters Score -5191732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5191732.000000 Penalty: 12652.964844
	Iteration 53F: 3 clusters Score -5191732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Entering Unmasked Estep 
Score: -2998062.500000 Penalty: 5976.455566
	Iteration 0F: 2 clusters Score -2998062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2983364.000000 Penalty: 11952.911133
	Iteration 0F: 3 clusters Score -2983364 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2987271.750000 Penalty: 11952.911133
	Iteration 1F: 3 clusters Score -2987272 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2988337.500000 Penalty: 11952.911133
	Iteration 2F: 3 clusters Score -2988338 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2989569.000000 Penalty: 11952.911133
	Iteration 3F: 3 clusters Score -2989569 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2991030.000000 Penalty: 11952.911133
	Iteration 4F: 3 clusters Score -2991030 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2992663.750000 Penalty: 11952.911133
	Iteration 5F: 3 clusters Score -2992664 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2994266.750000 Penalty: 11952.911133
	Iteration 6F: 3 clusters Score -2994267 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2995649.000000 Penalty: 11952.911133
	Iteration 7F: 3 clusters Score -2995649 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2996667.000000 Penalty: 11952.911133
	Iteration 8F: 3 clusters Score -2996667 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2997379.500000 Penalty: 11952.911133
	Iteration 9Q: 3 clusters Score -2997380 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2997911.250000 Penalty: 11952.911133
	Iteration 10Q: 3 clusters Score -2997911 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2998276.500000 Penalty: 11952.911133
	Iteration 11Q: 3 clusters Score -2998276 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2998589.000000 Penalty: 11952.911133
	Iteration 12Q: 3 clusters Score -2998589 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2998798.750000 Penalty: 11952.911133
	Iteration 13Q: 3 clusters Score -2998799 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2998967.500000 Penalty: 11952.911133
	Iteration 14Q: 3 clusters Score -2998968 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2999094.500000 Penalty: 11952.911133
	Iteration 15Q: 3 clusters Score -2999094 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2999180.500000 Penalty: 11952.911133
	Iteration 16Q: 3 clusters Score -2999180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2999240.000000 Penalty: 11952.911133
	Iteration 17Q: 3 clusters Score -2999240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2999301.250000 Penalty: 11952.911133
	Iteration 18Q: 3 clusters Score -2999301 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2999341.250000 Penalty: 11952.911133
	Iteration 19Q: 3 clusters Score -2999341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2999394.000000 Penalty: 11952.911133
	Iteration 20F: 3 clusters Score -2999394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2999435.250000 Penalty: 11952.911133
	Iteration 21Q: 3 clusters Score -2999435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2999456.000000 Penalty: 11952.911133
	Iteration 22Q: 3 clusters Score -2999456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2999473.500000 Penalty: 11952.911133
	Iteration 23Q: 3 clusters Score -2999474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2999490.250000 Penalty: 11952.911133
	Iteration 24Q: 3 clusters Score -2999490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2999505.000000 Penalty: 11952.911133
	Iteration 25Q: 3 clusters Score -2999505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2999501.000000 Penalty: 11952.911133
	Iteration 26Q: 3 clusters Score -2999501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2999515.250000 Penalty: 11952.911133
	Iteration 27Q: 3 clusters Score -2999515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2999520.000000 Penalty: 11952.911133
	Iteration 28Q: 3 clusters Score -2999520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2999522.250000 Penalty: 11952.911133
	Iteration 29Q: 3 clusters Score -2999522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2999523.000000 Penalty: 11952.911133
	Iteration 30Q: 3 clusters Score -2999523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2999527.000000 Penalty: 11952.911133
	Iteration 31Q: 3 clusters Score -2999527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2999526.000000 Penalty: 11952.911133
	Iteration 32Q: 3 clusters Score -2999526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2999531.250000 Penalty: 11952.911133
	Iteration 33Q: 3 clusters Score -2999531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2999539.250000 Penalty: 11952.911133
	Iteration 34Q: 3 clusters Score -2999539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2999538.750000 Penalty: 11952.911133
	Iteration 35Q: 3 clusters Score -2999539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2999544.000000 Penalty: 11952.911133
	Iteration 36Q: 3 clusters Score -2999544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2999540.750000 Penalty: 11952.911133
	Iteration 37Q: 3 clusters Score -2999541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2999550.750000 Penalty: 11952.911133
	Iteration 38Q: 3 clusters Score -2999551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2999545.750000 Penalty: 11952.911133
	Iteration 39Q: 3 clusters Score -2999546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2999549.750000 Penalty: 11952.911133
	Iteration 40F: 3 clusters Score -2999550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2999548.500000 Penalty: 11952.911133
	Iteration 41Q: 3 clusters Score -2999548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2999548.500000 Penalty: 11952.911133
	Iteration 42F: 3 clusters Score -2999548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 164096 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 76756 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 10005 members 
Entering Unmasked Estep 
Score: -226757104.000000 Penalty: 163651.812500
Splitting cluster 4 changes total score from -226757440.000000 to -226757104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (508092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508092 members 
Entering Unmasked Estep 
Score: -91714328.000000 Penalty: 8047.281250
	Iteration 0F: 2 clusters Score -9.171433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253384 members 
Mstep: Class 2 contains 254708 members 
Entering Unmasked Estep 
Score: -91420656.000000 Penalty: 16094.562500
	Iteration 0F: 3 clusters Score -9.142066e+07 nChanged 244192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243788 members 
Mstep: Class 2 contains 264304 members 
Entering Unmasked Estep 
Score: -91562600.000000 Penalty: 16094.562500
	Iteration 1F: 3 clusters Score -9.15626e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237508 members 
Mstep: Class 2 contains 270584 members 
Entering Unmasked Estep 
Score: -91565592.000000 Penalty: 16094.562500
	Iteration 2Q: 3 clusters Score -9.156559e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227594 members 
Mstep: Class 2 contains 280498 members 
Entering Unmasked Estep 
Score: -91570224.000000 Penalty: 16094.562500
	Iteration 3Q: 3 clusters Score -9.157022e+07 nChanged 19478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212256 members 
Mstep: Class 2 contains 295836 members 
Entering Unmasked Estep 
Score: -91577928.000000 Penalty: 16094.562500
	Iteration 4Q: 3 clusters Score -9.157793e+07 nChanged 26081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188883 members 
Mstep: Class 2 contains 319209 members 
Entering Unmasked Estep 
Score: -91591040.000000 Penalty: 16094.562500
	Iteration 5F: 3 clusters Score -9.159104e+07 nChanged 35113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 352708 members 
Entering Unmasked Estep 
Score: -91614760.000000 Penalty: 16094.562500
	Iteration 6F: 3 clusters Score -9.161476e+07 nChanged 43684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 395612 members 
Entering Unmasked Estep 
Score: -91651568.000000 Penalty: 16094.562500
	Iteration 7F: 3 clusters Score -9.165157e+07 nChanged 44582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 439802 members 
Entering Unmasked Estep 
Score: -91690760.000000 Penalty: 16094.562500
	Iteration 8F: 3 clusters Score -9.169076e+07 nChanged 33521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 473041 members 
Entering Unmasked Estep 
Score: -91710448.000000 Penalty: 16094.562500
	Iteration 9F: 3 clusters Score -9.171045e+07 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 489826 members 
Entering Unmasked Estep 
Score: -91712808.000000 Penalty: 16094.562500
	Iteration 10Q: 3 clusters Score -9.171281e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 496720 members 
Entering Unmasked Estep 
Score: -91714216.000000 Penalty: 16094.562500
	Iteration 11Q: 3 clusters Score -9.171422e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 499447 members 
Entering Unmasked Estep 
Score: -91714352.000000 Penalty: 16094.562500
	Iteration 12Q: 3 clusters Score -9.171435e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 500663 members 
Entering Unmasked Estep 
Score: -91714344.000000 Penalty: 16094.562500
	Iteration 13Q: 3 clusters Score -9.171434e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 501305 members 
Entering Unmasked Estep 
Score: -91714344.000000 Penalty: 16094.562500
	Iteration 14Q: 3 clusters Score -9.171434e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 501733 members 
Entering Unmasked Estep 
Score: -91714504.000000 Penalty: 16094.562500
	Iteration 15Q: 3 clusters Score -9.17145e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 502002 members 
Entering Unmasked Estep 
Score: -91714456.000000 Penalty: 16094.562500
	Iteration 16Q: 3 clusters Score -9.171446e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 502202 members 
Entering Unmasked Estep 
Score: -91714344.000000 Penalty: 16094.562500
	Iteration 17Q: 3 clusters Score -9.171434e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 502320 members 
Entering Unmasked Estep 
Score: -91714408.000000 Penalty: 16094.562500
	Iteration 18Q: 3 clusters Score -9.171441e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 502397 members 
Entering Unmasked Estep 
Score: -91714488.000000 Penalty: 16094.562500
	Iteration 19Q: 3 clusters Score -9.171449e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 502452 members 
Entering Unmasked Estep 
Score: -91714472.000000 Penalty: 16094.562500
	Iteration 20F: 3 clusters Score -9.171447e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 502488 members 
Entering Unmasked Estep 
Score: -91714576.000000 Penalty: 16094.562500
	Iteration 21Q: 3 clusters Score -9.171458e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 502515 members 
Entering Unmasked Estep 
Score: -91714616.000000 Penalty: 16094.562500
	Iteration 22Q: 3 clusters Score -9.171462e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 502543 members 
Entering Unmasked Estep 
Score: -91714528.000000 Penalty: 16094.562500
	Iteration 23Q: 3 clusters Score -9.171453e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 502582 members 
Entering Unmasked Estep 
Score: -91714488.000000 Penalty: 16094.562500
	Iteration 24Q: 3 clusters Score -9.171449e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 502625 members 
Entering Unmasked Estep 
Score: -91714472.000000 Penalty: 16094.562500
	Iteration 25Q: 3 clusters Score -9.171447e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 502666 members 
Entering Unmasked Estep 
Score: -91714464.000000 Penalty: 16094.562500
	Iteration 26Q: 3 clusters Score -9.171446e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 502703 members 
Entering Unmasked Estep 
Score: -91714520.000000 Penalty: 16094.562500
	Iteration 27Q: 3 clusters Score -9.171452e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 502755 members 
Entering Unmasked Estep 
Score: -91714520.000000 Penalty: 16094.562500
	Iteration 28Q: 3 clusters Score -9.171452e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 502777 members 
Entering Unmasked Estep 
Score: -91714624.000000 Penalty: 16094.562500
	Iteration 29Q: 3 clusters Score -9.171462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 502806 members 
Entering Unmasked Estep 
Score: -91714512.000000 Penalty: 16094.562500
	Iteration 30Q: 3 clusters Score -9.171451e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 502823 members 
Entering Unmasked Estep 
Score: -91714504.000000 Penalty: 16094.562500
	Iteration 31Q: 3 clusters Score -9.17145e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 502842 members 
Entering Unmasked Estep 
Score: -91714496.000000 Penalty: 16094.562500
	Iteration 32Q: 3 clusters Score -9.17145e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 502867 members 
Entering Unmasked Estep 
Score: -91714464.000000 Penalty: 16094.562500
	Iteration 33Q: 3 clusters Score -9.171446e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 502892 members 
Entering Unmasked Estep 
Score: -91714384.000000 Penalty: 16094.562500
	Iteration 34Q: 3 clusters Score -9.171438e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 502927 members 
Entering Unmasked Estep 
Score: -91714280.000000 Penalty: 16094.562500
	Iteration 35Q: 3 clusters Score -9.171428e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 502969 members 
Entering Unmasked Estep 
Score: -91714208.000000 Penalty: 16094.562500
	Iteration 36Q: 3 clusters Score -9.171421e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 502996 members 
Entering Unmasked Estep 
Score: -91714248.000000 Penalty: 16094.562500
	Iteration 37Q: 3 clusters Score -9.171425e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 503042 members 
Entering Unmasked Estep 
Score: -91714240.000000 Penalty: 16094.562500
	Iteration 38Q: 3 clusters Score -9.171424e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 503071 members 
Entering Unmasked Estep 
Score: -91714208.000000 Penalty: 16094.562500
	Iteration 39Q: 3 clusters Score -9.171421e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 503089 members 
Entering Unmasked Estep 
Score: -91714224.000000 Penalty: 16094.562500
	Iteration 40F: 3 clusters Score -9.171422e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 503108 members 
Entering Unmasked Estep 
Score: -91714232.000000 Penalty: 16094.562500
	Iteration 41Q: 3 clusters Score -9.171423e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 503123 members 
Entering Unmasked Estep 
Score: -91714160.000000 Penalty: 16094.562500
	Iteration 42Q: 3 clusters Score -9.171416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 503130 members 
Entering Unmasked Estep 
Score: -91714152.000000 Penalty: 16094.562500
	Iteration 43Q: 3 clusters Score -9.171415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 503143 members 
Entering Unmasked Estep 
Score: -91714184.000000 Penalty: 16094.562500
	Iteration 44Q: 3 clusters Score -9.171418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 503153 members 
Entering Unmasked Estep 
Score: -91714136.000000 Penalty: 16094.562500
	Iteration 45Q: 3 clusters Score -9.171414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 503145 members 
Entering Unmasked Estep 
Score: -91714176.000000 Penalty: 16094.562500
	Iteration 46Q: 3 clusters Score -9.171418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 503140 members 
Entering Unmasked Estep 
Score: -91714176.000000 Penalty: 16094.562500
	Iteration 47Q: 3 clusters Score -9.171418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 503143 members 
Entering Unmasked Estep 
Score: -91714152.000000 Penalty: 16094.562500
	Iteration 48Q: 3 clusters Score -9.171415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 503143 members 
Entering Unmasked Estep 
Score: -91714192.000000 Penalty: 16094.562500
	Iteration 49Q: 3 clusters Score -9.171419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 503144 members 
Entering Unmasked Estep 
Score: -91714232.000000 Penalty: 16094.562500
	Iteration 50Q: 3 clusters Score -9.171423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 503149 members 
Entering Unmasked Estep 
Score: -91714208.000000 Penalty: 16094.562500
	Iteration 51Q: 3 clusters Score -9.171421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 503148 members 
Entering Unmasked Estep 
Score: -91714216.000000 Penalty: 16094.562500
	Iteration 52Q: 3 clusters Score -9.171422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 503147 members 
Entering Unmasked Estep 
Score: -91714264.000000 Penalty: 16094.562500
	Iteration 53Q: 3 clusters Score -9.171426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 503147 members 
Entering Unmasked Estep 
Score: -91714232.000000 Penalty: 16094.562500
	Iteration 54Q: 3 clusters Score -9.171423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 503146 members 
Entering Unmasked Estep 
Score: -91714208.000000 Penalty: 16094.562500
	Iteration 55Q: 3 clusters Score -9.171421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 503145 members 
Entering Unmasked Estep 
Score: -91714208.000000 Penalty: 16094.562500
	Iteration 56Q: 3 clusters Score -9.171421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 503144 members 
Entering Unmasked Estep 
Score: -91714224.000000 Penalty: 16094.562500
	Iteration 57Q: 3 clusters Score -9.171422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 503144 members 
Entering Unmasked Estep 
Score: -91714224.000000 Penalty: 16094.562500
	Iteration 58F: 3 clusters Score -9.171422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Entering Unmasked Estep 
Score: -1825922.625000 Penalty: 5651.236816
	Iteration 0F: 2 clusters Score -1825923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1815597.125000 Penalty: 11302.473633
	Iteration 0F: 3 clusters Score -1815597 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1817948.000000 Penalty: 11302.473633
	Iteration 1F: 3 clusters Score -1817948 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1818830.875000 Penalty: 11302.473633
	Iteration 2F: 3 clusters Score -1818831 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1820057.625000 Penalty: 11302.473633
	Iteration 3F: 3 clusters Score -1820058 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1821404.625000 Penalty: 11302.473633
	Iteration 4F: 3 clusters Score -1821405 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1822491.250000 Penalty: 11302.473633
	Iteration 5F: 3 clusters Score -1822491 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1823110.500000 Penalty: 11302.473633
	Iteration 6F: 3 clusters Score -1823110 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1823464.375000 Penalty: 11302.473633
	Iteration 7Q: 3 clusters Score -1823464 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1823645.125000 Penalty: 11302.473633
	Iteration 8Q: 3 clusters Score -1823645 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1823736.750000 Penalty: 11302.473633
	Iteration 9Q: 3 clusters Score -1823737 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1823793.375000 Penalty: 11302.473633
	Iteration 10Q: 3 clusters Score -1823793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1823821.125000 Penalty: 11302.473633
	Iteration 11Q: 3 clusters Score -1823821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1823849.375000 Penalty: 11302.473633
	Iteration 12Q: 3 clusters Score -1823849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1823864.500000 Penalty: 11302.473633
	Iteration 13Q: 3 clusters Score -1823864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1823872.375000 Penalty: 11302.473633
	Iteration 14Q: 3 clusters Score -1823872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1823878.000000 Penalty: 11302.473633
	Iteration 15Q: 3 clusters Score -1823878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1823886.000000 Penalty: 11302.473633
	Iteration 16Q: 3 clusters Score -1823886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1823892.125000 Penalty: 11302.473633
	Iteration 17Q: 3 clusters Score -1823892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1823896.250000 Penalty: 11302.473633
	Iteration 18Q: 3 clusters Score -1823896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1823904.750000 Penalty: 11302.473633
	Iteration 19Q: 3 clusters Score -1823905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1823907.625000 Penalty: 11302.473633
	Iteration 20F: 3 clusters Score -1823908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1823911.875000 Penalty: 11302.473633
	Iteration 21Q: 3 clusters Score -1823912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1823916.125000 Penalty: 11302.473633
	Iteration 22Q: 3 clusters Score -1823916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1823914.750000 Penalty: 11302.473633
	Iteration 23Q: 3 clusters Score -1823915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1823916.250000 Penalty: 11302.473633
	Iteration 24Q: 3 clusters Score -1823916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1823915.875000 Penalty: 11302.473633
	Iteration 25Q: 3 clusters Score -1823916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1823915.000000 Penalty: 11302.473633
	Iteration 26Q: 3 clusters Score -1823915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1823915.750000 Penalty: 11302.473633
	Iteration 27Q: 3 clusters Score -1823916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1823913.625000 Penalty: 11302.473633
	Iteration 28Q: 3 clusters Score -1823914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1823920.125000 Penalty: 11302.473633
	Iteration 29Q: 3 clusters Score -1823920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1823921.500000 Penalty: 11302.473633
	Iteration 30Q: 3 clusters Score -1823922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1823921.500000 Penalty: 11302.473633
	Iteration 31F: 3 clusters Score -1823922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -191214.953125 Penalty: 4389.337891
	Iteration 0F: 2 clusters Score -191215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -186994.156250 Penalty: 8778.675781
	Iteration 0F: 3 clusters Score -186994.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -187794.578125 Penalty: 8778.675781
	Iteration 1F: 3 clusters Score -187794.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188245.062500 Penalty: 8778.675781
	Iteration 2F: 3 clusters Score -188245.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -188555.359375 Penalty: 8778.675781
	Iteration 3F: 3 clusters Score -188555.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -188787.890625 Penalty: 8778.675781
	Iteration 4Q: 3 clusters Score -188787.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -188923.375000 Penalty: 8778.675781
	Iteration 5Q: 3 clusters Score -188923.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -189017.531250 Penalty: 8778.675781
	Iteration 6Q: 3 clusters Score -189017.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189121.859375 Penalty: 8778.675781
	Iteration 7Q: 3 clusters Score -189121.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -189240.562500 Penalty: 8778.675781
	Iteration 8Q: 3 clusters Score -189240.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189356.750000 Penalty: 8778.675781
	Iteration 9Q: 3 clusters Score -189356.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189565.718750 Penalty: 8778.675781
	Iteration 10Q: 3 clusters Score -189565.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -189924.218750 Penalty: 8778.675781
	Iteration 11Q: 3 clusters Score -189924.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -190181.046875 Penalty: 8778.675781
	Iteration 12Q: 3 clusters Score -190181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -190417.296875 Penalty: 8778.675781
	Iteration 13Q: 3 clusters Score -190417.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -190587.156250 Penalty: 8778.675781
	Iteration 14Q: 3 clusters Score -190587.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -190737.250000 Penalty: 8778.675781
	Iteration 15Q: 3 clusters Score -190737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -190810.937500 Penalty: 8778.675781
	Iteration 16Q: 3 clusters Score -190810.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -190970.390625 Penalty: 8778.675781
	Iteration 17Q: 3 clusters Score -190970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191125.093750 Penalty: 8778.675781
	Iteration 18Q: 3 clusters Score -191125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191160.656250 Penalty: 8778.675781
	Iteration 19Q: 3 clusters Score -191160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191160.656250 Penalty: 8778.675781
	Iteration 20F: 3 clusters Score -191160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Entering Unmasked Estep 
Score: -29475500.000000 Penalty: 7355.026855
	Iteration 0F: 2 clusters Score -2.94755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -29365242.000000 Penalty: 14710.053711
	Iteration 0F: 3 clusters Score -2.936524e+07 nChanged 76397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -29408988.000000 Penalty: 14710.053711
	Iteration 1F: 3 clusters Score -2.940899e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -29411632.000000 Penalty: 14710.053711
	Iteration 2Q: 3 clusters Score -2.941163e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -29415144.000000 Penalty: 14710.053711
	Iteration 3Q: 3 clusters Score -2.941514e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -29420458.000000 Penalty: 14710.053711
	Iteration 4F: 3 clusters Score -2.942046e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -29427218.000000 Penalty: 14710.053711
	Iteration 5F: 3 clusters Score -2.942722e+07 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -29434322.000000 Penalty: 14710.053711
	Iteration 6F: 3 clusters Score -2.943432e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -29440706.000000 Penalty: 14710.053711
	Iteration 7F: 3 clusters Score -2.944071e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -29446060.000000 Penalty: 14710.053711
	Iteration 8F: 3 clusters Score -2.944606e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -29450538.000000 Penalty: 14710.053711
	Iteration 9Q: 3 clusters Score -2.945054e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -29453476.000000 Penalty: 14710.053711
	Iteration 10Q: 3 clusters Score -2.945348e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -29455416.000000 Penalty: 14710.053711
	Iteration 11Q: 3 clusters Score -2.945542e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -29456728.000000 Penalty: 14710.053711
	Iteration 12Q: 3 clusters Score -2.945673e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -29457914.000000 Penalty: 14710.053711
	Iteration 13Q: 3 clusters Score -2.945791e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -29458698.000000 Penalty: 14710.053711
	Iteration 14Q: 3 clusters Score -2.94587e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -29459636.000000 Penalty: 14710.053711
	Iteration 15Q: 3 clusters Score -2.945964e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115856 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -29460976.000000 Penalty: 14710.053711
	Iteration 16Q: 3 clusters Score -2.946098e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117949 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -29462192.000000 Penalty: 14710.053711
	Iteration 17Q: 3 clusters Score -2.946219e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -29464014.000000 Penalty: 14710.053711
	Iteration 18Q: 3 clusters Score -2.946401e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -29466258.000000 Penalty: 14710.053711
	Iteration 19Q: 3 clusters Score -2.946626e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124178 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -29469328.000000 Penalty: 14710.053711
	Iteration 20F: 3 clusters Score -2.946933e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -29472490.000000 Penalty: 14710.053711
	Iteration 21Q: 3 clusters Score -2.947249e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126935 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -29474310.000000 Penalty: 14710.053711
	Iteration 22Q: 3 clusters Score -2.947431e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -29475192.000000 Penalty: 14710.053711
	Iteration 23Q: 3 clusters Score -2.947519e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127844 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -29475698.000000 Penalty: 14710.053711
	Iteration 24Q: 3 clusters Score -2.94757e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127998 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -29476024.000000 Penalty: 14710.053711
	Iteration 25Q: 3 clusters Score -2.947602e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128087 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -29476040.000000 Penalty: 14710.053711
	Iteration 26Q: 3 clusters Score -2.947604e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -29476086.000000 Penalty: 14710.053711
	Iteration 27Q: 3 clusters Score -2.947609e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -29476116.000000 Penalty: 14710.053711
	Iteration 28Q: 3 clusters Score -2.947612e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128228 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -29476136.000000 Penalty: 14710.053711
	Iteration 29Q: 3 clusters Score -2.947614e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128256 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -29476144.000000 Penalty: 14710.053711
	Iteration 30Q: 3 clusters Score -2.947614e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -29476166.000000 Penalty: 14710.053711
	Iteration 31Q: 3 clusters Score -2.947617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128294 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -29476162.000000 Penalty: 14710.053711
	Iteration 32Q: 3 clusters Score -2.947616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -29476158.000000 Penalty: 14710.053711
	Iteration 33Q: 3 clusters Score -2.947616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -29476150.000000 Penalty: 14710.053711
	Iteration 34Q: 3 clusters Score -2.947615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -29476132.000000 Penalty: 14710.053711
	Iteration 35Q: 3 clusters Score -2.947613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -29476148.000000 Penalty: 14710.053711
	Iteration 36Q: 3 clusters Score -2.947615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -29476130.000000 Penalty: 14710.053711
	Iteration 37Q: 3 clusters Score -2.947613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128292 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -29476112.000000 Penalty: 14710.053711
	Iteration 38Q: 3 clusters Score -2.947611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -29476132.000000 Penalty: 14710.053711
	Iteration 39Q: 3 clusters Score -2.947613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -29476140.000000 Penalty: 14710.053711
	Iteration 40F: 3 clusters Score -2.947614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -29476130.000000 Penalty: 14710.053711
	Iteration 41Q: 3 clusters Score -2.947613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -29476118.000000 Penalty: 14710.053711
	Iteration 42Q: 3 clusters Score -2.947612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -29476112.000000 Penalty: 14710.053711
	Iteration 43Q: 3 clusters Score -2.947611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -29476118.000000 Penalty: 14710.053711
	Iteration 44Q: 3 clusters Score -2.947612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -29476126.000000 Penalty: 14710.053711
	Iteration 45Q: 3 clusters Score -2.947613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128298 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -29476122.000000 Penalty: 14710.053711
	Iteration 46Q: 3 clusters Score -2.947612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -29476108.000000 Penalty: 14710.053711
	Iteration 47Q: 3 clusters Score -2.947611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -29476114.000000 Penalty: 14710.053711
	Iteration 48Q: 3 clusters Score -2.947611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128289 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -29476114.000000 Penalty: 14710.053711
	Iteration 49Q: 3 clusters Score -2.947611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128289 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -29476128.000000 Penalty: 14710.053711
	Iteration 50Q: 3 clusters Score -2.947613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128289 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -29476128.000000 Penalty: 14710.053711
	Iteration 51F: 3 clusters Score -2.947613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 76756 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 35807 members 
Entering Unmasked Estep 
Score: -226758240.000000 Penalty: 163651.812500
Splitting cluster 9 changes total score from -226757440.000000 to -226758240.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -684771.125000 Penalty: 5143.059082
	Iteration 0F: 2 clusters Score -684771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -678604.187500 Penalty: 10286.118164
	Iteration 0F: 3 clusters Score -678604.2 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -682824.187500 Penalty: 10286.118164
	Iteration 1F: 3 clusters Score -682824.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -688126.500000 Penalty: 10286.118164
	Iteration 2F: 3 clusters Score -688126.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -691210.375000 Penalty: 10286.118164
	Iteration 3F: 3 clusters Score -691210.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -692874.937500 Penalty: 10286.118164
	Iteration 4F: 3 clusters Score -692874.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -694155.937500 Penalty: 10286.118164
	Iteration 5F: 3 clusters Score -694155.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -695241.562500 Penalty: 10286.118164
	Iteration 6Q: 3 clusters Score -695241.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -695931.875000 Penalty: 10286.118164
	Iteration 7Q: 3 clusters Score -695931.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -696180.562500 Penalty: 10286.118164
	Iteration 8Q: 3 clusters Score -696180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -696219.312500 Penalty: 10286.118164
	Iteration 9Q: 3 clusters Score -696219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -696231.625000 Penalty: 10286.118164
	Iteration 10Q: 3 clusters Score -696231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -696231.875000 Penalty: 10286.118164
	Iteration 11Q: 3 clusters Score -696231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -696231.875000 Penalty: 10286.118164
	Iteration 12F: 3 clusters Score -696231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 76756 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
Score: -226766048.000000 Penalty: 172265.062500
Splitting cluster 10 changes total score from -226757440.000000 to -226766048.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (76756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Entering Unmasked Estep 
Score: -13599449.000000 Penalty: 6889.636719
	Iteration 0F: 2 clusters Score -1.359945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -13546339.000000 Penalty: 13779.273438
	Iteration 0F: 3 clusters Score -1.354634e+07 nChanged 34723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -13565233.000000 Penalty: 13779.273438
	Iteration 1F: 3 clusters Score -1.356523e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -13567090.000000 Penalty: 13779.273438
	Iteration 2Q: 3 clusters Score -1.356709e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -13570743.000000 Penalty: 13779.273438
	Iteration 3F: 3 clusters Score -1.357074e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -13577317.000000 Penalty: 13779.273438
	Iteration 4F: 3 clusters Score -1.357732e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -13585822.000000 Penalty: 13779.273438
	Iteration 5F: 3 clusters Score -1.358582e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -13593535.000000 Penalty: 13779.273438
	Iteration 6F: 3 clusters Score -1.359354e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -13598671.000000 Penalty: 13779.273438
	Iteration 7F: 3 clusters Score -1.359867e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -13601344.000000 Penalty: 13779.273438
	Iteration 8Q: 3 clusters Score -1.360134e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -13602918.000000 Penalty: 13779.273438
	Iteration 9Q: 3 clusters Score -1.360292e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -13604018.000000 Penalty: 13779.273438
	Iteration 10Q: 3 clusters Score -1.360402e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -13604752.000000 Penalty: 13779.273438
	Iteration 11Q: 3 clusters Score -1.360475e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -13605097.000000 Penalty: 13779.273438
	Iteration 12Q: 3 clusters Score -1.36051e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -13605283.000000 Penalty: 13779.273438
	Iteration 13Q: 3 clusters Score -1.360528e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -13605434.000000 Penalty: 13779.273438
	Iteration 14Q: 3 clusters Score -1.360543e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -13605468.000000 Penalty: 13779.273438
	Iteration 15Q: 3 clusters Score -1.360547e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -13605530.000000 Penalty: 13779.273438
	Iteration 16Q: 3 clusters Score -1.360553e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -13605542.000000 Penalty: 13779.273438
	Iteration 17Q: 3 clusters Score -1.360554e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -13605579.000000 Penalty: 13779.273438
	Iteration 18Q: 3 clusters Score -1.360558e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -13605604.000000 Penalty: 13779.273438
	Iteration 19Q: 3 clusters Score -1.36056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -13605624.000000 Penalty: 13779.273438
	Iteration 20F: 3 clusters Score -1.360562e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -13605612.000000 Penalty: 13779.273438
	Iteration 21Q: 3 clusters Score -1.360561e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -13605635.000000 Penalty: 13779.273438
	Iteration 22Q: 3 clusters Score -1.360564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -13605626.000000 Penalty: 13779.273438
	Iteration 23Q: 3 clusters Score -1.360563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -13605620.000000 Penalty: 13779.273438
	Iteration 24Q: 3 clusters Score -1.360562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -13605637.000000 Penalty: 13779.273438
	Iteration 25Q: 3 clusters Score -1.360564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -13605661.000000 Penalty: 13779.273438
	Iteration 26Q: 3 clusters Score -1.360566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -13605664.000000 Penalty: 13779.273438
	Iteration 27Q: 3 clusters Score -1.360566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -13605665.000000 Penalty: 13779.273438
	Iteration 28Q: 3 clusters Score -1.360566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -13605661.000000 Penalty: 13779.273438
	Iteration 29Q: 3 clusters Score -1.360566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -13605662.000000 Penalty: 13779.273438
	Iteration 30Q: 3 clusters Score -1.360566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -13605659.000000 Penalty: 13779.273438
	Iteration 31Q: 3 clusters Score -1.360566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -13605649.000000 Penalty: 13779.273438
	Iteration 32Q: 3 clusters Score -1.360565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -13605660.000000 Penalty: 13779.273438
	Iteration 33Q: 3 clusters Score -1.360566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -13605671.000000 Penalty: 13779.273438
	Iteration 34Q: 3 clusters Score -1.360567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -13605656.000000 Penalty: 13779.273438
	Iteration 35Q: 3 clusters Score -1.360566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -13605658.000000 Penalty: 13779.273438
	Iteration 36Q: 3 clusters Score -1.360566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -13605669.000000 Penalty: 13779.273438
	Iteration 37Q: 3 clusters Score -1.360567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -13605669.000000 Penalty: 13779.273438
	Iteration 38F: 3 clusters Score -1.360567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 70266 members 
Mstep: Class 12 contains 38451 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 6490 members 
Entering Unmasked Estep 
Score: -226770736.000000 Penalty: 180878.312500
Splitting cluster 11 changes total score from -226757440.000000 to -226770736.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (38451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Entering Unmasked Estep 
Score: -6760776.000000 Penalty: 6466.248535
	Iteration 0F: 2 clusters Score -6760776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -6732631.500000 Penalty: 12932.497070
	Iteration 0F: 3 clusters Score -6732632 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -6741759.500000 Penalty: 12932.497070
	Iteration 1F: 3 clusters Score -6741760 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -6743687.500000 Penalty: 12932.497070
	Iteration 2F: 3 clusters Score -6743688 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -6745758.500000 Penalty: 12932.497070
	Iteration 3F: 3 clusters Score -6745758 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -6747740.000000 Penalty: 12932.497070
	Iteration 4F: 3 clusters Score -6747740 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -6749492.000000 Penalty: 12932.497070
	Iteration 5F: 3 clusters Score -6749492 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -6750933.500000 Penalty: 12932.497070
	Iteration 6F: 3 clusters Score -6750934 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -6752036.500000 Penalty: 12932.497070
	Iteration 7F: 3 clusters Score -6752036 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6752901.500000 Penalty: 12932.497070
	Iteration 8Q: 3 clusters Score -6752902 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6753630.000000 Penalty: 12932.497070
	Iteration 9Q: 3 clusters Score -6753630 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -6754263.000000 Penalty: 12932.497070
	Iteration 10Q: 3 clusters Score -6754263 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6754877.000000 Penalty: 12932.497070
	Iteration 11Q: 3 clusters Score -6754877 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -6755481.000000 Penalty: 12932.497070
	Iteration 12Q: 3 clusters Score -6755481 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6756038.500000 Penalty: 12932.497070
	Iteration 13Q: 3 clusters Score -6756038 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6756499.000000 Penalty: 12932.497070
	Iteration 14Q: 3 clusters Score -6756499 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6756938.500000 Penalty: 12932.497070
	Iteration 15Q: 3 clusters Score -6756938 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -6757362.500000 Penalty: 12932.497070
	Iteration 16Q: 3 clusters Score -6757362 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -6757721.000000 Penalty: 12932.497070
	Iteration 17Q: 3 clusters Score -6757721 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -6758032.000000 Penalty: 12932.497070
	Iteration 18Q: 3 clusters Score -6758032 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -6758321.500000 Penalty: 12932.497070
	Iteration 19Q: 3 clusters Score -6758322 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6758585.500000 Penalty: 12932.497070
	Iteration 20F: 3 clusters Score -6758586 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -6758822.000000 Penalty: 12932.497070
	Iteration 21Q: 3 clusters Score -6758822 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -6759029.000000 Penalty: 12932.497070
	Iteration 22Q: 3 clusters Score -6759029 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -6759264.000000 Penalty: 12932.497070
	Iteration 23Q: 3 clusters Score -6759264 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -6759516.500000 Penalty: 12932.497070
	Iteration 24Q: 3 clusters Score -6759516 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -6759812.500000 Penalty: 12932.497070
	Iteration 25Q: 3 clusters Score -6759812 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -6760153.500000 Penalty: 12932.497070
	Iteration 26Q: 3 clusters Score -6760154 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -6760481.500000 Penalty: 12932.497070
	Iteration 27Q: 3 clusters Score -6760482 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -6760750.500000 Penalty: 12932.497070
	Iteration 28Q: 3 clusters Score -6760750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -6760944.000000 Penalty: 12932.497070
	Iteration 29Q: 3 clusters Score -6760944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -6761085.500000 Penalty: 12932.497070
	Iteration 30Q: 3 clusters Score -6761086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6761151.000000 Penalty: 12932.497070
	Iteration 31Q: 3 clusters Score -6761151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -6761227.500000 Penalty: 12932.497070
	Iteration 32Q: 3 clusters Score -6761228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -6761263.500000 Penalty: 12932.497070
	Iteration 33Q: 3 clusters Score -6761264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -6761292.500000 Penalty: 12932.497070
	Iteration 34Q: 3 clusters Score -6761292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -6761314.500000 Penalty: 12932.497070
	Iteration 35Q: 3 clusters Score -6761314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6761307.000000 Penalty: 12932.497070
	Iteration 36Q: 3 clusters Score -6761307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6761317.500000 Penalty: 12932.497070
	Iteration 37Q: 3 clusters Score -6761318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -6761338.500000 Penalty: 12932.497070
	Iteration 38Q: 3 clusters Score -6761338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6761333.500000 Penalty: 12932.497070
	Iteration 39Q: 3 clusters Score -6761334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -6761596.500000 Penalty: 12932.497070
	Iteration 40F: 3 clusters Score -6761596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -6761765.000000 Penalty: 12932.497070
	Iteration 41Q: 3 clusters Score -6761765 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -6761941.000000 Penalty: 12932.497070
	Iteration 42Q: 3 clusters Score -6761941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -6762055.000000 Penalty: 12932.497070
	Iteration 43Q: 3 clusters Score -6762055 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -6762099.500000 Penalty: 12932.497070
	Iteration 44Q: 3 clusters Score -6762100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -6762129.000000 Penalty: 12932.497070
	Iteration 45Q: 3 clusters Score -6762129 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6762145.500000 Penalty: 12932.497070
	Iteration 46Q: 3 clusters Score -6762146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6762167.500000 Penalty: 12932.497070
	Iteration 47Q: 3 clusters Score -6762168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -6762180.000000 Penalty: 12932.497070
	Iteration 48Q: 3 clusters Score -6762180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -6762201.000000 Penalty: 12932.497070
	Iteration 49Q: 3 clusters Score -6762201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -6762221.500000 Penalty: 12932.497070
	Iteration 50Q: 3 clusters Score -6762222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -6762221.500000 Penalty: 12932.497070
	Iteration 51Q: 3 clusters Score -6762222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -6762225.000000 Penalty: 12932.497070
	Iteration 52Q: 3 clusters Score -6762225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -6762239.000000 Penalty: 12932.497070
	Iteration 53Q: 3 clusters Score -6762239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -6762232.000000 Penalty: 12932.497070
	Iteration 54Q: 3 clusters Score -6762232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -6762226.500000 Penalty: 12932.497070
	Iteration 55Q: 3 clusters Score -6762226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -6762226.000000 Penalty: 12932.497070
	Iteration 56Q: 3 clusters Score -6762226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -6762233.000000 Penalty: 12932.497070
	Iteration 57Q: 3 clusters Score -6762233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -6762236.500000 Penalty: 12932.497070
	Iteration 58Q: 3 clusters Score -6762236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -6762241.000000 Penalty: 12932.497070
	Iteration 59Q: 3 clusters Score -6762241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6762253.500000 Penalty: 12932.497070
	Iteration 60F: 3 clusters Score -6762254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -6762251.000000 Penalty: 12932.497070
	Iteration 61Q: 3 clusters Score -6762251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -6762255.000000 Penalty: 12932.497070
	Iteration 62Q: 3 clusters Score -6762255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6762254.500000 Penalty: 12932.497070
	Iteration 63Q: 3 clusters Score -6762254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6762248.000000 Penalty: 12932.497070
	Iteration 64Q: 3 clusters Score -6762248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6762251.500000 Penalty: 12932.497070
	Iteration 65Q: 3 clusters Score -6762252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -6762254.500000 Penalty: 12932.497070
	Iteration 66Q: 3 clusters Score -6762254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6762257.500000 Penalty: 12932.497070
	Iteration 67Q: 3 clusters Score -6762258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -6762264.500000 Penalty: 12932.497070
	Iteration 68Q: 3 clusters Score -6762264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -6762258.500000 Penalty: 12932.497070
	Iteration 69Q: 3 clusters Score -6762258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6762263.000000 Penalty: 12932.497070
	Iteration 70Q: 3 clusters Score -6762263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6762265.500000 Penalty: 12932.497070
	Iteration 71Q: 3 clusters Score -6762266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6762265.500000 Penalty: 12932.497070
	Iteration 72F: 3 clusters Score -6762266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 70266 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 33556 members 
Entering Unmasked Estep 
Score: -226768976.000000 Penalty: 189491.578125
Splitting cluster 12 changes total score from -226757440.000000 to -226768976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -1106345.000000 Penalty: 5374.361328
	Iteration 0F: 2 clusters Score -1106345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1098320.375000 Penalty: 10748.722656
	Iteration 0F: 3 clusters Score -1098320 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1099785.625000 Penalty: 10748.722656
	Iteration 1F: 3 clusters Score -1099786 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1100208.125000 Penalty: 10748.722656
	Iteration 2F: 3 clusters Score -1100208 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1100465.750000 Penalty: 10748.722656
	Iteration 3Q: 3 clusters Score -1100466 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1100674.625000 Penalty: 10748.722656
	Iteration 4Q: 3 clusters Score -1100675 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1100820.750000 Penalty: 10748.722656
	Iteration 5Q: 3 clusters Score -1100821 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1100946.500000 Penalty: 10748.722656
	Iteration 6Q: 3 clusters Score -1100946 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1101076.875000 Penalty: 10748.722656
	Iteration 7Q: 3 clusters Score -1101077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1101193.000000 Penalty: 10748.722656
	Iteration 8Q: 3 clusters Score -1101193 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1101278.625000 Penalty: 10748.722656
	Iteration 9Q: 3 clusters Score -1101279 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1101360.125000 Penalty: 10748.722656
	Iteration 10Q: 3 clusters Score -1101360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1101429.500000 Penalty: 10748.722656
	Iteration 11Q: 3 clusters Score -1101430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1101486.000000 Penalty: 10748.722656
	Iteration 12Q: 3 clusters Score -1101486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1101532.500000 Penalty: 10748.722656
	Iteration 13Q: 3 clusters Score -1101532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1101569.500000 Penalty: 10748.722656
	Iteration 14Q: 3 clusters Score -1101570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1101605.500000 Penalty: 10748.722656
	Iteration 15Q: 3 clusters Score -1101606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1101647.000000 Penalty: 10748.722656
	Iteration 16Q: 3 clusters Score -1101647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1101687.375000 Penalty: 10748.722656
	Iteration 17Q: 3 clusters Score -1101687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1101731.750000 Penalty: 10748.722656
	Iteration 18Q: 3 clusters Score -1101732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1101776.125000 Penalty: 10748.722656
	Iteration 19Q: 3 clusters Score -1101776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1101819.625000 Penalty: 10748.722656
	Iteration 20F: 3 clusters Score -1101820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1101865.750000 Penalty: 10748.722656
	Iteration 21Q: 3 clusters Score -1101866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1101916.375000 Penalty: 10748.722656
	Iteration 22Q: 3 clusters Score -1101916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1101965.375000 Penalty: 10748.722656
	Iteration 23Q: 3 clusters Score -1101965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1102022.875000 Penalty: 10748.722656
	Iteration 24Q: 3 clusters Score -1102023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1102073.375000 Penalty: 10748.722656
	Iteration 25Q: 3 clusters Score -1102073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1102140.000000 Penalty: 10748.722656
	Iteration 26Q: 3 clusters Score -1102140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1102198.625000 Penalty: 10748.722656
	Iteration 27Q: 3 clusters Score -1102199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1102255.000000 Penalty: 10748.722656
	Iteration 28Q: 3 clusters Score -1102255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1102303.500000 Penalty: 10748.722656
	Iteration 29Q: 3 clusters Score -1102304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1102347.250000 Penalty: 10748.722656
	Iteration 30Q: 3 clusters Score -1102347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1102389.000000 Penalty: 10748.722656
	Iteration 31Q: 3 clusters Score -1102389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1102432.250000 Penalty: 10748.722656
	Iteration 32Q: 3 clusters Score -1102432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1102465.000000 Penalty: 10748.722656
	Iteration 33Q: 3 clusters Score -1102465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1102498.750000 Penalty: 10748.722656
	Iteration 34Q: 3 clusters Score -1102499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1102526.875000 Penalty: 10748.722656
	Iteration 35Q: 3 clusters Score -1102527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1102551.625000 Penalty: 10748.722656
	Iteration 36Q: 3 clusters Score -1102552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1102560.500000 Penalty: 10748.722656
	Iteration 37Q: 3 clusters Score -1102560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1102572.125000 Penalty: 10748.722656
	Iteration 38Q: 3 clusters Score -1102572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1102579.875000 Penalty: 10748.722656
	Iteration 39Q: 3 clusters Score -1102580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1102584.625000 Penalty: 10748.722656
	Iteration 40F: 3 clusters Score -1102585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1102585.375000 Penalty: 10748.722656
	Iteration 41Q: 3 clusters Score -1102585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1102588.625000 Penalty: 10748.722656
	Iteration 42Q: 3 clusters Score -1102589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1102595.625000 Penalty: 10748.722656
	Iteration 43Q: 3 clusters Score -1102596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1102599.250000 Penalty: 10748.722656
	Iteration 44Q: 3 clusters Score -1102599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1102604.500000 Penalty: 10748.722656
	Iteration 45Q: 3 clusters Score -1102604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1102609.625000 Penalty: 10748.722656
	Iteration 46Q: 3 clusters Score -1102610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1102610.750000 Penalty: 10748.722656
	Iteration 47Q: 3 clusters Score -1102611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1102611.750000 Penalty: 10748.722656
	Iteration 48Q: 3 clusters Score -1102612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1102613.625000 Penalty: 10748.722656
	Iteration 49Q: 3 clusters Score -1102614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1102616.375000 Penalty: 10748.722656
	Iteration 50Q: 3 clusters Score -1102616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1102618.125000 Penalty: 10748.722656
	Iteration 51Q: 3 clusters Score -1102618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1102617.500000 Penalty: 10748.722656
	Iteration 52Q: 3 clusters Score -1102618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1102617.500000 Penalty: 10748.722656
	Iteration 53F: 3 clusters Score -1102618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Entering Unmasked Estep 
Score: -11345998.000000 Penalty: 6761.108398
	Iteration 0F: 2 clusters Score -1.1346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -11302504.000000 Penalty: 13522.216797
	Iteration 0F: 3 clusters Score -1.13025e+07 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -11317408.000000 Penalty: 13522.216797
	Iteration 1F: 3 clusters Score -1.131741e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -11318444.000000 Penalty: 13522.216797
	Iteration 2Q: 3 clusters Score -1.131844e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -11319540.000000 Penalty: 13522.216797
	Iteration 3Q: 3 clusters Score -1.131954e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -11320818.000000 Penalty: 13522.216797
	Iteration 4Q: 3 clusters Score -1.132082e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -11322651.000000 Penalty: 13522.216797
	Iteration 5Q: 3 clusters Score -1.132265e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -11325105.000000 Penalty: 13522.216797
	Iteration 6F: 3 clusters Score -1.13251e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -11328318.000000 Penalty: 13522.216797
	Iteration 7F: 3 clusters Score -1.132832e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -11331858.000000 Penalty: 13522.216797
	Iteration 8F: 3 clusters Score -1.133186e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -11335073.000000 Penalty: 13522.216797
	Iteration 9F: 3 clusters Score -1.133507e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -11337222.000000 Penalty: 13522.216797
	Iteration 10F: 3 clusters Score -1.133722e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -11338735.000000 Penalty: 13522.216797
	Iteration 11Q: 3 clusters Score -1.133874e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -11339847.000000 Penalty: 13522.216797
	Iteration 12Q: 3 clusters Score -1.133985e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -11340791.000000 Penalty: 13522.216797
	Iteration 13Q: 3 clusters Score -1.134079e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -11341515.000000 Penalty: 13522.216797
	Iteration 14Q: 3 clusters Score -1.134152e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -11341901.000000 Penalty: 13522.216797
	Iteration 15Q: 3 clusters Score -1.13419e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -11342162.000000 Penalty: 13522.216797
	Iteration 16Q: 3 clusters Score -1.134216e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -11342388.000000 Penalty: 13522.216797
	Iteration 17Q: 3 clusters Score -1.134239e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -11342534.000000 Penalty: 13522.216797
	Iteration 18Q: 3 clusters Score -1.134253e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -11342638.000000 Penalty: 13522.216797
	Iteration 19Q: 3 clusters Score -1.134264e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -11342679.000000 Penalty: 13522.216797
	Iteration 20F: 3 clusters Score -1.134268e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -11342716.000000 Penalty: 13522.216797
	Iteration 21Q: 3 clusters Score -1.134272e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -11342761.000000 Penalty: 13522.216797
	Iteration 22Q: 3 clusters Score -1.134276e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -11342827.000000 Penalty: 13522.216797
	Iteration 23Q: 3 clusters Score -1.134283e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -11342869.000000 Penalty: 13522.216797
	Iteration 24Q: 3 clusters Score -1.134287e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -11342879.000000 Penalty: 13522.216797
	Iteration 25Q: 3 clusters Score -1.134288e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -11342886.000000 Penalty: 13522.216797
	Iteration 26Q: 3 clusters Score -1.134289e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -11342920.000000 Penalty: 13522.216797
	Iteration 27Q: 3 clusters Score -1.134292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -11342935.000000 Penalty: 13522.216797
	Iteration 28Q: 3 clusters Score -1.134294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -11342955.000000 Penalty: 13522.216797
	Iteration 29Q: 3 clusters Score -1.134296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -11342929.000000 Penalty: 13522.216797
	Iteration 30Q: 3 clusters Score -1.134293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -11342959.000000 Penalty: 13522.216797
	Iteration 31Q: 3 clusters Score -1.134296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -11342954.000000 Penalty: 13522.216797
	Iteration 32Q: 3 clusters Score -1.134295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -11342946.000000 Penalty: 13522.216797
	Iteration 33Q: 3 clusters Score -1.134295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -11342938.000000 Penalty: 13522.216797
	Iteration 34Q: 3 clusters Score -1.134294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -11342934.000000 Penalty: 13522.216797
	Iteration 35Q: 3 clusters Score -1.134293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -11342931.000000 Penalty: 13522.216797
	Iteration 36Q: 3 clusters Score -1.134293e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -11342946.000000 Penalty: 13522.216797
	Iteration 37Q: 3 clusters Score -1.134295e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -11342917.000000 Penalty: 13522.216797
	Iteration 38Q: 3 clusters Score -1.134292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -11342936.000000 Penalty: 13522.216797
	Iteration 39Q: 3 clusters Score -1.134294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -11342924.000000 Penalty: 13522.216797
	Iteration 40F: 3 clusters Score -1.134292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -11342935.000000 Penalty: 13522.216797
	Iteration 41Q: 3 clusters Score -1.134294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -11342931.000000 Penalty: 13522.216797
	Iteration 42Q: 3 clusters Score -1.134293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -11342948.000000 Penalty: 13522.216797
	Iteration 43Q: 3 clusters Score -1.134295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -11342957.000000 Penalty: 13522.216797
	Iteration 44Q: 3 clusters Score -1.134296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -11342959.000000 Penalty: 13522.216797
	Iteration 45Q: 3 clusters Score -1.134296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -11342951.000000 Penalty: 13522.216797
	Iteration 46Q: 3 clusters Score -1.134295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -11342947.000000 Penalty: 13522.216797
	Iteration 47Q: 3 clusters Score -1.134295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -11342940.000000 Penalty: 13522.216797
	Iteration 48Q: 3 clusters Score -1.134294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -11342940.000000 Penalty: 13522.216797
	Iteration 49Q: 3 clusters Score -1.134294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -11342940.000000 Penalty: 13522.216797
	Iteration 50F: 3 clusters Score -1.134294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Entering Unmasked Estep 
Score: -32359830.000000 Penalty: 7409.457031
	Iteration 0F: 2 clusters Score -3.235983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -32239544.000000 Penalty: 14818.914062
	Iteration 0F: 3 clusters Score -3.223954e+07 nChanged 83617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -32286742.000000 Penalty: 14818.914062
	Iteration 1F: 3 clusters Score -3.228674e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -32288194.000000 Penalty: 14818.914062
	Iteration 2Q: 3 clusters Score -3.228819e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101005 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -32290274.000000 Penalty: 14818.914062
	Iteration 3Q: 3 clusters Score -3.229027e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -32293292.000000 Penalty: 14818.914062
	Iteration 4Q: 3 clusters Score -3.229329e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115614 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -32298078.000000 Penalty: 14818.914062
	Iteration 5F: 3 clusters Score -3.229808e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -32306096.000000 Penalty: 14818.914062
	Iteration 6F: 3 clusters Score -3.23061e+07 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141592 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -32318128.000000 Penalty: 14818.914062
	Iteration 7F: 3 clusters Score -3.231813e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -32331862.000000 Penalty: 14818.914062
	Iteration 8F: 3 clusters Score -3.233186e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -32342456.000000 Penalty: 14818.914062
	Iteration 9F: 3 clusters Score -3.234246e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -32348336.000000 Penalty: 14818.914062
	Iteration 10Q: 3 clusters Score -3.234834e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176492 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -32351092.000000 Penalty: 14818.914062
	Iteration 11Q: 3 clusters Score -3.235109e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -32352104.000000 Penalty: 14818.914062
	Iteration 12Q: 3 clusters Score -3.23521e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178117 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -32352716.000000 Penalty: 14818.914062
	Iteration 13Q: 3 clusters Score -3.235272e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -32352914.000000 Penalty: 14818.914062
	Iteration 14Q: 3 clusters Score -3.235291e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -32353078.000000 Penalty: 14818.914062
	Iteration 15Q: 3 clusters Score -3.235308e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178434 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -32353198.000000 Penalty: 14818.914062
	Iteration 16Q: 3 clusters Score -3.23532e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178468 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -32353272.000000 Penalty: 14818.914062
	Iteration 17Q: 3 clusters Score -3.235327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -32353310.000000 Penalty: 14818.914062
	Iteration 18Q: 3 clusters Score -3.235331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -32353338.000000 Penalty: 14818.914062
	Iteration 19Q: 3 clusters Score -3.235334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -32353332.000000 Penalty: 14818.914062
	Iteration 20F: 3 clusters Score -3.235333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -32353328.000000 Penalty: 14818.914062
	Iteration 21Q: 3 clusters Score -3.235333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -32353352.000000 Penalty: 14818.914062
	Iteration 22Q: 3 clusters Score -3.235335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -32353354.000000 Penalty: 14818.914062
	Iteration 23Q: 3 clusters Score -3.235335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -32353366.000000 Penalty: 14818.914062
	Iteration 24Q: 3 clusters Score -3.235337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -32353366.000000 Penalty: 14818.914062
	Iteration 25Q: 3 clusters Score -3.235337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -32353370.000000 Penalty: 14818.914062
	Iteration 26Q: 3 clusters Score -3.235337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -32353358.000000 Penalty: 14818.914062
	Iteration 27Q: 3 clusters Score -3.235336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -32353358.000000 Penalty: 14818.914062
	Iteration 28F: 3 clusters Score -3.235336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -235668.203125 Penalty: 4523.073730
	Iteration 0F: 2 clusters Score -235668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -231248.015625 Penalty: 9046.147461
	Iteration 0F: 3 clusters Score -231248 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -232683.062500 Penalty: 9046.147461
	Iteration 1F: 3 clusters Score -232683.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -234508.781250 Penalty: 9046.147461
	Iteration 2F: 3 clusters Score -234508.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -235383.875000 Penalty: 9046.147461
	Iteration 3F: 3 clusters Score -235383.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -235774.375000 Penalty: 9046.147461
	Iteration 4F: 3 clusters Score -235774.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -236051.687500 Penalty: 9046.147461
	Iteration 5Q: 3 clusters Score -236051.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -236235.234375 Penalty: 9046.147461
	Iteration 6Q: 3 clusters Score -236235.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -236353.765625 Penalty: 9046.147461
	Iteration 7Q: 3 clusters Score -236353.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -236543.140625 Penalty: 9046.147461
	Iteration 8Q: 3 clusters Score -236543.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -236819.531250 Penalty: 9046.147461
	Iteration 9Q: 3 clusters Score -236819.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -237267.921875 Penalty: 9046.147461
	Iteration 10Q: 3 clusters Score -237267.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -237680.421875 Penalty: 9046.147461
	Iteration 11Q: 3 clusters Score -237680.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -238248.359375 Penalty: 9046.147461
	Iteration 12Q: 3 clusters Score -238248.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -238524.109375 Penalty: 9046.147461
	Iteration 13Q: 3 clusters Score -238524.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -238749.203125 Penalty: 9046.147461
	Iteration 14Q: 3 clusters Score -238749.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -239051.921875 Penalty: 9046.147461
	Iteration 15Q: 3 clusters Score -239051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -239352.953125 Penalty: 9046.147461
	Iteration 16Q: 3 clusters Score -239353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -239434.890625 Penalty: 9046.147461
	Iteration 17Q: 3 clusters Score -239434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -239466.796875 Penalty: 9046.147461
	Iteration 18F: 3 clusters Score -239466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -239548.015625 Penalty: 9046.147461
	Iteration 19Q: 3 clusters Score -239548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -239548.015625 Penalty: 9046.147461
	Iteration 20F: 3 clusters Score -239548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 70266 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 62719 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 33556 members 
Mstep: Class 23 contains 493 members 
Entering Unmasked Estep 
Score: -226768944.000000 Penalty: 198104.828125
Splitting cluster 16 changes total score from -226757440.000000 to -226768944.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (62719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Entering Unmasked Estep 
Score: -11338376.000000 Penalty: 6765.932129
	Iteration 0F: 2 clusters Score -1.133838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -11294532.000000 Penalty: 13531.864258
	Iteration 0F: 3 clusters Score -1.129453e+07 nChanged 28122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -11310426.000000 Penalty: 13531.864258
	Iteration 1F: 3 clusters Score -1.131043e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -11312398.000000 Penalty: 13531.864258
	Iteration 2F: 3 clusters Score -1.13124e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -11314680.000000 Penalty: 13531.864258
	Iteration 3F: 3 clusters Score -1.131468e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -11317548.000000 Penalty: 13531.864258
	Iteration 4F: 3 clusters Score -1.131755e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -11321369.000000 Penalty: 13531.864258
	Iteration 5F: 3 clusters Score -1.132137e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -11326837.000000 Penalty: 13531.864258
	Iteration 6F: 3 clusters Score -1.132684e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -11334571.000000 Penalty: 13531.864258
	Iteration 7F: 3 clusters Score -1.133457e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -11339188.000000 Penalty: 13531.864258
	Iteration 8F: 3 clusters Score -1.133919e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -11341114.000000 Penalty: 13531.864258
	Iteration 9Q: 3 clusters Score -1.134111e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -11342116.000000 Penalty: 13531.864258
	Iteration 10Q: 3 clusters Score -1.134212e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -11342687.000000 Penalty: 13531.864258
	Iteration 11Q: 3 clusters Score -1.134269e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -11343124.000000 Penalty: 13531.864258
	Iteration 12Q: 3 clusters Score -1.134312e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -11343393.000000 Penalty: 13531.864258
	Iteration 13Q: 3 clusters Score -1.134339e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -11343595.000000 Penalty: 13531.864258
	Iteration 14Q: 3 clusters Score -1.13436e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -11343826.000000 Penalty: 13531.864258
	Iteration 15Q: 3 clusters Score -1.134383e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -11343991.000000 Penalty: 13531.864258
	Iteration 16Q: 3 clusters Score -1.134399e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -11344113.000000 Penalty: 13531.864258
	Iteration 17Q: 3 clusters Score -1.134411e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -11344210.000000 Penalty: 13531.864258
	Iteration 18Q: 3 clusters Score -1.134421e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -11344272.000000 Penalty: 13531.864258
	Iteration 19Q: 3 clusters Score -1.134427e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -11344313.000000 Penalty: 13531.864258
	Iteration 20F: 3 clusters Score -1.134431e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -11344349.000000 Penalty: 13531.864258
	Iteration 21Q: 3 clusters Score -1.134435e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -11344351.000000 Penalty: 13531.864258
	Iteration 22Q: 3 clusters Score -1.134435e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -11344384.000000 Penalty: 13531.864258
	Iteration 23Q: 3 clusters Score -1.134438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -11344405.000000 Penalty: 13531.864258
	Iteration 24Q: 3 clusters Score -1.13444e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -11344412.000000 Penalty: 13531.864258
	Iteration 25Q: 3 clusters Score -1.134441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -11344413.000000 Penalty: 13531.864258
	Iteration 26Q: 3 clusters Score -1.134441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -11344413.000000 Penalty: 13531.864258
	Iteration 27Q: 3 clusters Score -1.134441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -11344416.000000 Penalty: 13531.864258
	Iteration 28Q: 3 clusters Score -1.134442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -11344418.000000 Penalty: 13531.864258
	Iteration 29Q: 3 clusters Score -1.134442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -11344413.000000 Penalty: 13531.864258
	Iteration 30Q: 3 clusters Score -1.134441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -11344414.000000 Penalty: 13531.864258
	Iteration 31Q: 3 clusters Score -1.134441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -11344413.000000 Penalty: 13531.864258
	Iteration 32Q: 3 clusters Score -1.134441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -11344416.000000 Penalty: 13531.864258
	Iteration 33Q: 3 clusters Score -1.134442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -11344428.000000 Penalty: 13531.864258
	Iteration 34Q: 3 clusters Score -1.134443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -11344428.000000 Penalty: 13531.864258
	Iteration 35Q: 3 clusters Score -1.134443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -11344416.000000 Penalty: 13531.864258
	Iteration 36Q: 3 clusters Score -1.134442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -11344425.000000 Penalty: 13531.864258
	Iteration 37Q: 3 clusters Score -1.134442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -11344428.000000 Penalty: 13531.864258
	Iteration 38Q: 3 clusters Score -1.134443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -11344435.000000 Penalty: 13531.864258
	Iteration 39Q: 3 clusters Score -1.134444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -11344436.000000 Penalty: 13531.864258
	Iteration 40F: 3 clusters Score -1.134444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -11344436.000000 Penalty: 13531.864258
	Iteration 41Q: 3 clusters Score -1.134444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -11344436.000000 Penalty: 13531.864258
	Iteration 42Q: 3 clusters Score -1.134444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -11344436.000000 Penalty: 13531.864258
	Iteration 43F: 3 clusters Score -1.134444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 70266 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 99708 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 33556 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 24 contains 52618 members 
Entering Unmasked Estep 
Score: -226774464.000000 Penalty: 206718.078125
Splitting cluster 17 changes total score from -226757440.000000 to -226774464.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (99708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Entering Unmasked Estep 
Score: -17917938.000000 Penalty: 7049.875488
	Iteration 0F: 2 clusters Score -1.791794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -17849884.000000 Penalty: 14099.750977
	Iteration 0F: 3 clusters Score -1.784988e+07 nChanged 45683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -17874940.000000 Penalty: 14099.750977
	Iteration 1F: 3 clusters Score -1.787494e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -17876670.000000 Penalty: 14099.750977
	Iteration 2Q: 3 clusters Score -1.787667e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -17878994.000000 Penalty: 14099.750977
	Iteration 3Q: 3 clusters Score -1.787899e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -17881952.000000 Penalty: 14099.750977
	Iteration 4F: 3 clusters Score -1.788195e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -17885764.000000 Penalty: 14099.750977
	Iteration 5F: 3 clusters Score -1.788576e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -17890326.000000 Penalty: 14099.750977
	Iteration 6F: 3 clusters Score -1.789033e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -17894360.000000 Penalty: 14099.750977
	Iteration 7F: 3 clusters Score -1.789436e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -17897164.000000 Penalty: 14099.750977
	Iteration 8F: 3 clusters Score -1.789716e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -17899690.000000 Penalty: 14099.750977
	Iteration 9Q: 3 clusters Score -1.789969e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -17901390.000000 Penalty: 14099.750977
	Iteration 10Q: 3 clusters Score -1.790139e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -17902646.000000 Penalty: 14099.750977
	Iteration 11Q: 3 clusters Score -1.790265e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -17903716.000000 Penalty: 14099.750977
	Iteration 12Q: 3 clusters Score -1.790372e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -17904778.000000 Penalty: 14099.750977
	Iteration 13Q: 3 clusters Score -1.790478e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -17905916.000000 Penalty: 14099.750977
	Iteration 14Q: 3 clusters Score -1.790592e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -17907242.000000 Penalty: 14099.750977
	Iteration 15Q: 3 clusters Score -1.790724e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -17908638.000000 Penalty: 14099.750977
	Iteration 16Q: 3 clusters Score -1.790864e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -17910168.000000 Penalty: 14099.750977
	Iteration 17Q: 3 clusters Score -1.791017e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -17911484.000000 Penalty: 14099.750977
	Iteration 18Q: 3 clusters Score -1.791148e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -17912520.000000 Penalty: 14099.750977
	Iteration 19Q: 3 clusters Score -1.791252e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -17913432.000000 Penalty: 14099.750977
	Iteration 20F: 3 clusters Score -1.791343e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -17914266.000000 Penalty: 14099.750977
	Iteration 21Q: 3 clusters Score -1.791427e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -17915516.000000 Penalty: 14099.750977
	Iteration 22Q: 3 clusters Score -1.791552e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -17917140.000000 Penalty: 14099.750977
	Iteration 23Q: 3 clusters Score -1.791714e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -17919046.000000 Penalty: 14099.750977
	Iteration 24Q: 3 clusters Score -1.791905e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -17920828.000000 Penalty: 14099.750977
	Iteration 25Q: 3 clusters Score -1.792083e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -17922254.000000 Penalty: 14099.750977
	Iteration 26Q: 3 clusters Score -1.792225e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -17922920.000000 Penalty: 14099.750977
	Iteration 27Q: 3 clusters Score -1.792292e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -17923330.000000 Penalty: 14099.750977
	Iteration 28Q: 3 clusters Score -1.792333e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -17923554.000000 Penalty: 14099.750977
	Iteration 29Q: 3 clusters Score -1.792355e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -17923684.000000 Penalty: 14099.750977
	Iteration 30Q: 3 clusters Score -1.792368e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -17923740.000000 Penalty: 14099.750977
	Iteration 31Q: 3 clusters Score -1.792374e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -17923794.000000 Penalty: 14099.750977
	Iteration 32Q: 3 clusters Score -1.792379e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -17923796.000000 Penalty: 14099.750977
	Iteration 33Q: 3 clusters Score -1.79238e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -17923832.000000 Penalty: 14099.750977
	Iteration 34Q: 3 clusters Score -1.792383e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -17923874.000000 Penalty: 14099.750977
	Iteration 35Q: 3 clusters Score -1.792387e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -17923882.000000 Penalty: 14099.750977
	Iteration 36Q: 3 clusters Score -1.792388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -17923886.000000 Penalty: 14099.750977
	Iteration 37Q: 3 clusters Score -1.792389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -17923902.000000 Penalty: 14099.750977
	Iteration 38Q: 3 clusters Score -1.79239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -17923894.000000 Penalty: 14099.750977
	Iteration 39Q: 3 clusters Score -1.792389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -17923898.000000 Penalty: 14099.750977
	Iteration 40F: 3 clusters Score -1.79239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -17923894.000000 Penalty: 14099.750977
	Iteration 41Q: 3 clusters Score -1.792389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -17923902.000000 Penalty: 14099.750977
	Iteration 42Q: 3 clusters Score -1.79239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -17923906.000000 Penalty: 14099.750977
	Iteration 43Q: 3 clusters Score -1.792391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -17923910.000000 Penalty: 14099.750977
	Iteration 44Q: 3 clusters Score -1.792391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -17923910.000000 Penalty: 14099.750977
	Iteration 45Q: 3 clusters Score -1.792391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -17923908.000000 Penalty: 14099.750977
	Iteration 46Q: 3 clusters Score -1.792391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -17923906.000000 Penalty: 14099.750977
	Iteration 47Q: 3 clusters Score -1.792391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -17923906.000000 Penalty: 14099.750977
	Iteration 48F: 3 clusters Score -1.792391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 70266 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 64976 members 
Mstep: Class 19 contains 35807 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 33556 members 
Mstep: Class 23 contains 493 members 
Mstep: Class 24 contains 52618 members 
Mstep: Class 25 contains 34732 members 
Entering Unmasked Estep 
Score: -226779296.000000 Penalty: 215331.328125
Splitting cluster 18 changes total score from -226757440.000000 to -226779296.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 508092 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 9 contains 128289 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 70266 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 62227 members 
Mstep: Class 15 contains 179346 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 64976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226795120.000000 Penalty: 215331.328125
Iteration 39Q: 26 clusters Score -2.267951e+08 nChanged 30136
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 31259 members 
Mstep: Class 4 contains 17313 members 
Mstep: Class 5 contains 508112 members 
Mstep: Class 6 contains 10174 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 125451 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 73148 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 63033 members 
Mstep: Class 15 contains 179232 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 67064 members 
Mstep: Class 19 contains 34423 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 6484 members 
Mstep: Class 22 contains 33564 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 50576 members 
Mstep: Class 25 contains 34022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226810064.000000 Penalty: 215331.328125
Iteration 40F: 26 clusters Score -2.268101e+08 nChanged 22870
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 31168 members 
Mstep: Class 4 contains 16832 members 
Mstep: Class 5 contains 503929 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 122958 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 75033 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 6934 members 
Mstep: Class 14 contains 63024 members 
Mstep: Class 15 contains 179010 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 66265 members 
Mstep: Class 19 contains 35753 members 
Mstep: Class 20 contains 1507 members 
Mstep: Class 21 contains 6560 members 
Mstep: Class 22 contains 35546 members 
Mstep: Class 23 contains 556 members 
Mstep: Class 24 contains 52204 members 
Mstep: Class 25 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822048.000000 Penalty: 215331.328125
Iteration 41Q: 26 clusters Score -2.26822e+08 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 31354 members 
Mstep: Class 4 contains 16445 members 
Mstep: Class 5 contains 502137 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 120883 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 76071 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 62977 members 
Mstep: Class 15 contains 178862 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 10527 members 
Mstep: Class 18 contains 65534 members 
Mstep: Class 19 contains 36720 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 6669 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 52710 members 
Mstep: Class 25 contains 35133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827760.000000 Penalty: 215331.328125
Iteration 42Q: 26 clusters Score -2.268278e+08 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 31688 members 
Mstep: Class 4 contains 16086 members 
Mstep: Class 5 contains 501154 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 119186 members 
Mstep: Class 10 contains 1985 members 
Mstep: Class 11 contains 76715 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 7325 members 
Mstep: Class 14 contains 62898 members 
Mstep: Class 15 contains 178748 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 10798 members 
Mstep: Class 18 contains 64886 members 
Mstep: Class 19 contains 37603 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 37147 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 52854 members 
Mstep: Class 25 contains 35624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830976.000000 Penalty: 215331.328125
Iteration 43Q: 26 clusters Score -2.26831e+08 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 32034 members 
Mstep: Class 4 contains 15717 members 
Mstep: Class 5 contains 500588 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 117831 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 77125 members 
Mstep: Class 12 contains 6613 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 62796 members 
Mstep: Class 15 contains 178672 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 64318 members 
Mstep: Class 19 contains 38409 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 37570 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52840 members 
Mstep: Class 25 contains 36025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831648.000000 Penalty: 215331.328125
Iteration 44Q: 26 clusters Score -2.268316e+08 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 32351 members 
Mstep: Class 4 contains 15369 members 
Mstep: Class 5 contains 500165 members 
Mstep: Class 6 contains 10209 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 116771 members 
Mstep: Class 10 contains 1779 members 
Mstep: Class 11 contains 77424 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 7598 members 
Mstep: Class 14 contains 62692 members 
Mstep: Class 15 contains 178627 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11288 members 
Mstep: Class 18 contains 63833 members 
Mstep: Class 19 contains 39138 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 37847 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52805 members 
Mstep: Class 25 contains 36348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833104.000000 Penalty: 215331.328125
Iteration 45Q: 26 clusters Score -2.268331e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 32661 members 
Mstep: Class 4 contains 15006 members 
Mstep: Class 5 contains 499867 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 115971 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 77653 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 62620 members 
Mstep: Class 15 contains 178588 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11455 members 
Mstep: Class 18 contains 63406 members 
Mstep: Class 19 contains 39785 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 38016 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52740 members 
Mstep: Class 25 contains 36573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226834064.000000 Penalty: 215331.328125
Iteration 46Q: 26 clusters Score -2.268341e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 32963 members 
Mstep: Class 4 contains 14633 members 
Mstep: Class 5 contains 499597 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 115307 members 
Mstep: Class 10 contains 1710 members 
Mstep: Class 11 contains 77835 members 
Mstep: Class 12 contains 6891 members 
Mstep: Class 13 contains 7807 members 
Mstep: Class 14 contains 62548 members 
Mstep: Class 15 contains 178574 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11609 members 
Mstep: Class 18 contains 63014 members 
Mstep: Class 19 contains 40373 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 38181 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52672 members 
Mstep: Class 25 contains 36741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226834768.000000 Penalty: 215331.328125
Iteration 47Q: 26 clusters Score -2.268348e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 33258 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 499345 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 114690 members 
Mstep: Class 10 contains 1693 members 
Mstep: Class 11 contains 77970 members 
Mstep: Class 12 contains 6916 members 
Mstep: Class 13 contains 7884 members 
Mstep: Class 14 contains 62522 members 
Mstep: Class 15 contains 178601 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11748 members 
Mstep: Class 18 contains 62697 members 
Mstep: Class 19 contains 40927 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 7272 members 
Mstep: Class 22 contains 38317 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52591 members 
Mstep: Class 25 contains 36876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226835328.000000 Penalty: 215331.328125
Iteration 48Q: 26 clusters Score -2.268353e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 33468 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 499138 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 114252 members 
Mstep: Class 10 contains 1686 members 
Mstep: Class 11 contains 78057 members 
Mstep: Class 12 contains 6934 members 
Mstep: Class 13 contains 7968 members 
Mstep: Class 14 contains 62487 members 
Mstep: Class 15 contains 178616 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 62423 members 
Mstep: Class 19 contains 41430 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 7331 members 
Mstep: Class 22 contains 38416 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52518 members 
Mstep: Class 25 contains 36945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226835680.000000 Penalty: 215331.328125
Iteration 49Q: 26 clusters Score -2.268357e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 498897 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 113901 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 11 contains 78114 members 
Mstep: Class 12 contains 6949 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 62442 members 
Mstep: Class 15 contains 178653 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 62230 members 
Mstep: Class 19 contains 41867 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 7396 members 
Mstep: Class 22 contains 38477 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52472 members 
Mstep: Class 25 contains 36963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226835904.000000 Penalty: 215331.328125
Iteration 50Q: 26 clusters Score -2.268359e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 33765 members 
Mstep: Class 4 contains 13684 members 
Mstep: Class 5 contains 498700 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 113610 members 
Mstep: Class 10 contains 1678 members 
Mstep: Class 11 contains 78157 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 62386 members 
Mstep: Class 15 contains 178695 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12001 members 
Mstep: Class 18 contains 62044 members 
Mstep: Class 19 contains 42299 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 7459 members 
Mstep: Class 22 contains 38520 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52424 members 
Mstep: Class 25 contains 36935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836176.000000 Penalty: 215331.328125
Iteration 51Q: 26 clusters Score -2.268362e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 33873 members 
Mstep: Class 4 contains 13554 members 
Mstep: Class 5 contains 498582 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 113295 members 
Mstep: Class 10 contains 1677 members 
Mstep: Class 11 contains 78196 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 8154 members 
Mstep: Class 14 contains 62330 members 
Mstep: Class 15 contains 178728 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12074 members 
Mstep: Class 18 contains 61882 members 
Mstep: Class 19 contains 42687 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 7513 members 
Mstep: Class 22 contains 38546 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52371 members 
Mstep: Class 25 contains 36926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836448.000000 Penalty: 215331.328125
Iteration 52Q: 26 clusters Score -2.268364e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 33953 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 498422 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 113010 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 78227 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 8213 members 
Mstep: Class 14 contains 62278 members 
Mstep: Class 15 contains 178793 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12125 members 
Mstep: Class 18 contains 61761 members 
Mstep: Class 19 contains 43051 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 7561 members 
Mstep: Class 22 contains 38568 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52313 members 
Mstep: Class 25 contains 36926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836464.000000 Penalty: 215331.328125
Iteration 53Q: 26 clusters Score -2.268365e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34010 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 498297 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 112795 members 
Mstep: Class 10 contains 1674 members 
Mstep: Class 11 contains 78264 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 8264 members 
Mstep: Class 14 contains 62234 members 
Mstep: Class 15 contains 178839 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12169 members 
Mstep: Class 18 contains 61658 members 
Mstep: Class 19 contains 43351 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 7601 members 
Mstep: Class 22 contains 38599 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52257 members 
Mstep: Class 25 contains 36908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836480.000000 Penalty: 215331.328125
Iteration 54Q: 26 clusters Score -2.268365e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34083 members 
Mstep: Class 4 contains 13335 members 
Mstep: Class 5 contains 498170 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 112573 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 78287 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 62192 members 
Mstep: Class 15 contains 178867 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12201 members 
Mstep: Class 18 contains 61578 members 
Mstep: Class 19 contains 43615 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 7637 members 
Mstep: Class 22 contains 38618 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 52236 members 
Mstep: Class 25 contains 36883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836752.000000 Penalty: 215331.328125
Iteration 55Q: 26 clusters Score -2.268368e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34105 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 498031 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 112375 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 78318 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 62165 members 
Mstep: Class 15 contains 178918 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 61510 members 
Mstep: Class 19 contains 43865 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 38640 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52229 members 
Mstep: Class 25 contains 36852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836928.000000 Penalty: 215331.328125
Iteration 56Q: 26 clusters Score -2.268369e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34162 members 
Mstep: Class 4 contains 13268 members 
Mstep: Class 5 contains 497868 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 112197 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 78333 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 8373 members 
Mstep: Class 14 contains 62143 members 
Mstep: Class 15 contains 178943 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12253 members 
Mstep: Class 18 contains 61439 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 7702 members 
Mstep: Class 22 contains 38661 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52210 members 
Mstep: Class 25 contains 36817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226837200.000000 Penalty: 215331.328125
Iteration 57Q: 26 clusters Score -2.268372e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34217 members 
Mstep: Class 4 contains 13255 members 
Mstep: Class 5 contains 497741 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 112031 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 78338 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 62100 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 61392 members 
Mstep: Class 19 contains 44388 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 7735 members 
Mstep: Class 22 contains 38665 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52180 members 
Mstep: Class 25 contains 36783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226837248.000000 Penalty: 215331.328125
Iteration 58Q: 26 clusters Score -2.268372e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34270 members 
Mstep: Class 4 contains 13247 members 
Mstep: Class 5 contains 497609 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 111857 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 11 contains 78348 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 8452 members 
Mstep: Class 14 contains 62088 members 
Mstep: Class 15 contains 179001 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 61359 members 
Mstep: Class 19 contains 44646 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 38671 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52136 members 
Mstep: Class 25 contains 36738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226837808.000000 Penalty: 215331.328125
Iteration 59Q: 26 clusters Score -2.268378e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34329 members 
Mstep: Class 4 contains 13221 members 
Mstep: Class 5 contains 497522 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 111703 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 11 contains 78359 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 8485 members 
Mstep: Class 14 contains 62075 members 
Mstep: Class 15 contains 179022 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 12306 members 
Mstep: Class 18 contains 61325 members 
Mstep: Class 19 contains 44848 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 38680 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52091 members 
Mstep: Class 25 contains 36702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226838816.000000 Penalty: 215331.328125
Iteration 60F: 26 clusters Score -2.268388e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34360 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 497406 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 111580 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 78377 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 8514 members 
Mstep: Class 14 contains 62053 members 
Mstep: Class 15 contains 179054 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12322 members 
Mstep: Class 18 contains 61292 members 
Mstep: Class 19 contains 45066 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 38680 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52047 members 
Mstep: Class 25 contains 36669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226839472.000000 Penalty: 215331.328125
Iteration 61Q: 26 clusters Score -2.268395e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 34374 members 
Mstep: Class 4 contains 13212 members 
Mstep: Class 5 contains 497284 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 111475 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 11 contains 78390 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 8535 members 
Mstep: Class 14 contains 62025 members 
Mstep: Class 15 contains 179075 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 61259 members 
Mstep: Class 19 contains 45281 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 38685 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52022 members 
Mstep: Class 25 contains 36648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840016.000000 Penalty: 215331.328125
Iteration 62Q: 26 clusters Score -2.2684e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34401 members 
Mstep: Class 4 contains 13218 members 
Mstep: Class 5 contains 497162 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 111379 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 78392 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 8549 members 
Mstep: Class 14 contains 62010 members 
Mstep: Class 15 contains 179106 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 61221 members 
Mstep: Class 19 contains 45476 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 38695 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52003 members 
Mstep: Class 25 contains 36622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840336.000000 Penalty: 215331.328125
Iteration 63Q: 26 clusters Score -2.268403e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34422 members 
Mstep: Class 4 contains 13224 members 
Mstep: Class 5 contains 497032 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 1454 members 
Mstep: Class 11 contains 78392 members 
Mstep: Class 12 contains 7234 members 
Mstep: Class 13 contains 8572 members 
Mstep: Class 14 contains 61991 members 
Mstep: Class 15 contains 179127 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 61173 members 
Mstep: Class 19 contains 45697 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 7817 members 
Mstep: Class 22 contains 38719 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51976 members 
Mstep: Class 25 contains 36600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840672.000000 Penalty: 215331.328125
Iteration 64Q: 26 clusters Score -2.268407e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34407 members 
Mstep: Class 4 contains 13223 members 
Mstep: Class 5 contains 496889 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 111199 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 78392 members 
Mstep: Class 12 contains 7271 members 
Mstep: Class 13 contains 8595 members 
Mstep: Class 14 contains 61963 members 
Mstep: Class 15 contains 179146 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 61144 members 
Mstep: Class 19 contains 45944 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 7823 members 
Mstep: Class 22 contains 38734 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51950 members 
Mstep: Class 25 contains 36578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840608.000000 Penalty: 215331.328125
Iteration 65Q: 26 clusters Score -2.268406e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34401 members 
Mstep: Class 4 contains 13228 members 
Mstep: Class 5 contains 496731 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 111110 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 78384 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 8613 members 
Mstep: Class 14 contains 61944 members 
Mstep: Class 15 contains 179153 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12380 members 
Mstep: Class 18 contains 61123 members 
Mstep: Class 19 contains 46182 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 7832 members 
Mstep: Class 22 contains 38759 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51939 members 
Mstep: Class 25 contains 36553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841184.000000 Penalty: 215331.328125
Iteration 66Q: 26 clusters Score -2.268412e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34385 members 
Mstep: Class 4 contains 13218 members 
Mstep: Class 5 contains 496560 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 111063 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 78380 members 
Mstep: Class 12 contains 7293 members 
Mstep: Class 13 contains 8630 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 179162 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12390 members 
Mstep: Class 18 contains 61114 members 
Mstep: Class 19 contains 46405 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 7845 members 
Mstep: Class 22 contains 38784 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51919 members 
Mstep: Class 25 contains 36545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841024.000000 Penalty: 215331.328125
Iteration 67Q: 26 clusters Score -2.26841e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34369 members 
Mstep: Class 4 contains 13232 members 
Mstep: Class 5 contains 496402 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110991 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 78366 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 8658 members 
Mstep: Class 14 contains 61922 members 
Mstep: Class 15 contains 179166 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12401 members 
Mstep: Class 18 contains 61112 members 
Mstep: Class 19 contains 46605 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 38805 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51895 members 
Mstep: Class 25 contains 36534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841392.000000 Penalty: 215331.328125
Iteration 68Q: 26 clusters Score -2.268414e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34355 members 
Mstep: Class 4 contains 13237 members 
Mstep: Class 5 contains 496237 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110928 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 11 contains 78345 members 
Mstep: Class 12 contains 7297 members 
Mstep: Class 13 contains 8692 members 
Mstep: Class 14 contains 61913 members 
Mstep: Class 15 contains 179173 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12410 members 
Mstep: Class 18 contains 61109 members 
Mstep: Class 19 contains 46811 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 7882 members 
Mstep: Class 22 contains 38820 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51873 members 
Mstep: Class 25 contains 36535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841440.000000 Penalty: 215331.328125
Iteration 69Q: 26 clusters Score -2.268414e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34339 members 
Mstep: Class 4 contains 13239 members 
Mstep: Class 5 contains 496100 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110882 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 78336 members 
Mstep: Class 12 contains 7304 members 
Mstep: Class 13 contains 8712 members 
Mstep: Class 14 contains 61889 members 
Mstep: Class 15 contains 179179 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 61110 members 
Mstep: Class 19 contains 46994 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 7894 members 
Mstep: Class 22 contains 38827 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51862 members 
Mstep: Class 25 contains 36526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841440.000000 Penalty: 215331.328125
Iteration 70Q: 26 clusters Score -2.268414e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34323 members 
Mstep: Class 4 contains 13234 members 
Mstep: Class 5 contains 495990 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110839 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 78327 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 8730 members 
Mstep: Class 14 contains 61875 members 
Mstep: Class 15 contains 179187 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12420 members 
Mstep: Class 18 contains 61112 members 
Mstep: Class 19 contains 47164 members 
Mstep: Class 20 contains 2070 members 
Mstep: Class 21 contains 7907 members 
Mstep: Class 22 contains 38836 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51843 members 
Mstep: Class 25 contains 36519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841600.000000 Penalty: 215331.328125
Iteration 71Q: 26 clusters Score -2.268416e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34312 members 
Mstep: Class 4 contains 13236 members 
Mstep: Class 5 contains 495895 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110796 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 78316 members 
Mstep: Class 12 contains 7301 members 
Mstep: Class 13 contains 8746 members 
Mstep: Class 14 contains 61856 members 
Mstep: Class 15 contains 179188 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12431 members 
Mstep: Class 18 contains 61116 members 
Mstep: Class 19 contains 47322 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 38841 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51827 members 
Mstep: Class 25 contains 36502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841744.000000 Penalty: 215331.328125
Iteration 72Q: 26 clusters Score -2.268417e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34302 members 
Mstep: Class 4 contains 13243 members 
Mstep: Class 5 contains 495786 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110739 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 78303 members 
Mstep: Class 12 contains 7301 members 
Mstep: Class 13 contains 8755 members 
Mstep: Class 14 contains 61840 members 
Mstep: Class 15 contains 179199 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12440 members 
Mstep: Class 18 contains 61117 members 
Mstep: Class 19 contains 47500 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 7929 members 
Mstep: Class 22 contains 38846 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51810 members 
Mstep: Class 25 contains 36485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841728.000000 Penalty: 215331.328125
Iteration 73Q: 26 clusters Score -2.268417e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34295 members 
Mstep: Class 4 contains 13249 members 
Mstep: Class 5 contains 495703 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110705 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78288 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 8761 members 
Mstep: Class 14 contains 61823 members 
Mstep: Class 15 contains 179207 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12445 members 
Mstep: Class 18 contains 61119 members 
Mstep: Class 19 contains 47635 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 38854 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51806 members 
Mstep: Class 25 contains 36460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842096.000000 Penalty: 215331.328125
Iteration 74Q: 26 clusters Score -2.268421e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34287 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 495609 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110677 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78270 members 
Mstep: Class 12 contains 7289 members 
Mstep: Class 13 contains 8769 members 
Mstep: Class 14 contains 61811 members 
Mstep: Class 15 contains 179209 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 61118 members 
Mstep: Class 19 contains 47781 members 
Mstep: Class 20 contains 2074 members 
Mstep: Class 21 contains 7955 members 
Mstep: Class 22 contains 38855 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51805 members 
Mstep: Class 25 contains 36444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842384.000000 Penalty: 215331.328125
Iteration 75Q: 26 clusters Score -2.268424e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34283 members 
Mstep: Class 4 contains 13271 members 
Mstep: Class 5 contains 495544 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110653 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78262 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 8775 members 
Mstep: Class 14 contains 61802 members 
Mstep: Class 15 contains 179205 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12453 members 
Mstep: Class 18 contains 61114 members 
Mstep: Class 19 contains 47902 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 38859 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51785 members 
Mstep: Class 25 contains 36426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842272.000000 Penalty: 215331.328125
Iteration 76Q: 26 clusters Score -2.268423e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34276 members 
Mstep: Class 4 contains 13285 members 
Mstep: Class 5 contains 495466 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110608 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78254 members 
Mstep: Class 12 contains 7283 members 
Mstep: Class 13 contains 8782 members 
Mstep: Class 14 contains 61784 members 
Mstep: Class 15 contains 179199 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12454 members 
Mstep: Class 18 contains 61127 members 
Mstep: Class 19 contains 48051 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 38856 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51777 members 
Mstep: Class 25 contains 36412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842848.000000 Penalty: 215331.328125
Iteration 77Q: 26 clusters Score -2.268428e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34263 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 495367 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110565 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78245 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 8789 members 
Mstep: Class 14 contains 61772 members 
Mstep: Class 15 contains 179200 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12456 members 
Mstep: Class 18 contains 61132 members 
Mstep: Class 19 contains 48203 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 7976 members 
Mstep: Class 22 contains 38848 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51779 members 
Mstep: Class 25 contains 36398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842944.000000 Penalty: 215331.328125
Iteration 78Q: 26 clusters Score -2.268429e+08 nChanged 437
Entering ConstructFrom: 
Score: -226842944.000000 Penalty: 215331.328125
Entering ConstructFrom: 
Trying to split cluster 1 (14645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Entering Unmasked Estep 
Score: -2490468.500000 Penalty: 5875.010742
	Iteration 0F: 2 clusters Score -2490468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2477291.250000 Penalty: 11750.021484
	Iteration 0F: 3 clusters Score -2477291 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2480500.250000 Penalty: 11750.021484
	Iteration 1F: 3 clusters Score -2480500 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2481347.750000 Penalty: 11750.021484
	Iteration 2F: 3 clusters Score -2481348 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2482376.500000 Penalty: 11750.021484
	Iteration 3F: 3 clusters Score -2482376 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2483889.250000 Penalty: 11750.021484
	Iteration 4F: 3 clusters Score -2483889 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2485779.750000 Penalty: 11750.021484
	Iteration 5F: 3 clusters Score -2485780 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2487367.750000 Penalty: 11750.021484
	Iteration 6F: 3 clusters Score -2487368 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2488289.250000 Penalty: 11750.021484
	Iteration 7F: 3 clusters Score -2488289 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2488714.500000 Penalty: 11750.021484
	Iteration 8Q: 3 clusters Score -2488714 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2488895.000000 Penalty: 11750.021484
	Iteration 9Q: 3 clusters Score -2488895 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2488974.500000 Penalty: 11750.021484
	Iteration 10Q: 3 clusters Score -2488974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2489023.000000 Penalty: 11750.021484
	Iteration 11Q: 3 clusters Score -2489023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2489052.750000 Penalty: 11750.021484
	Iteration 12Q: 3 clusters Score -2489053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2489053.500000 Penalty: 11750.021484
	Iteration 13Q: 3 clusters Score -2489054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2489059.500000 Penalty: 11750.021484
	Iteration 14Q: 3 clusters Score -2489060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2489071.000000 Penalty: 11750.021484
	Iteration 15Q: 3 clusters Score -2489071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2489068.750000 Penalty: 11750.021484
	Iteration 16Q: 3 clusters Score -2489069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2489072.750000 Penalty: 11750.021484
	Iteration 17Q: 3 clusters Score -2489073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2489076.750000 Penalty: 11750.021484
	Iteration 18Q: 3 clusters Score -2489077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2489082.500000 Penalty: 11750.021484
	Iteration 19Q: 3 clusters Score -2489082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2489091.500000 Penalty: 11750.021484
	Iteration 20F: 3 clusters Score -2489092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2489090.000000 Penalty: 11750.021484
	Iteration 21Q: 3 clusters Score -2489090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2489087.500000 Penalty: 11750.021484
	Iteration 22Q: 3 clusters Score -2489088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2489092.250000 Penalty: 11750.021484
	Iteration 23Q: 3 clusters Score -2489092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2489092.000000 Penalty: 11750.021484
	Iteration 24Q: 3 clusters Score -2489092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2489092.000000 Penalty: 11750.021484
	Iteration 25F: 3 clusters Score -2489092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -222406.921875 Penalty: 4449.646973
	Iteration 0F: 2 clusters Score -222406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -218047.718750 Penalty: 8899.293945
	Iteration 0F: 3 clusters Score -218047.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -219114.515625 Penalty: 8899.293945
	Iteration 1F: 3 clusters Score -219114.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -219940.015625 Penalty: 8899.293945
	Iteration 2F: 3 clusters Score -219940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -220557.312500 Penalty: 8899.293945
	Iteration 3F: 3 clusters Score -220557.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220788.906250 Penalty: 8899.293945
	Iteration 4F: 3 clusters Score -220788.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -220965.875000 Penalty: 8899.293945
	Iteration 5Q: 3 clusters Score -220965.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -221145.812500 Penalty: 8899.293945
	Iteration 6Q: 3 clusters Score -221145.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -221337.734375 Penalty: 8899.293945
	Iteration 7Q: 3 clusters Score -221337.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -221492.328125 Penalty: 8899.293945
	Iteration 8Q: 3 clusters Score -221492.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -221671.250000 Penalty: 8899.293945
	Iteration 9Q: 3 clusters Score -221671.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -221854.218750 Penalty: 8899.293945
	Iteration 10Q: 3 clusters Score -221854.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -221998.968750 Penalty: 8899.293945
	Iteration 11Q: 3 clusters Score -221999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -222174.265625 Penalty: 8899.293945
	Iteration 12Q: 3 clusters Score -222174.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -222339.406250 Penalty: 8899.293945
	Iteration 13Q: 3 clusters Score -222339.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222483.734375 Penalty: 8899.293945
	Iteration 14Q: 3 clusters Score -222483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -222622.171875 Penalty: 8899.293945
	Iteration 15Q: 3 clusters Score -222622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222645.375000 Penalty: 8899.293945
	Iteration 16Q: 3 clusters Score -222645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222650.500000 Penalty: 8899.293945
	Iteration 17F: 3 clusters Score -222650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -222654.656250 Penalty: 8899.293945
	Iteration 18Q: 3 clusters Score -222654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222656.609375 Penalty: 8899.293945
	Iteration 19Q: 3 clusters Score -222656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222656.609375 Penalty: 8899.293945
	Iteration 20F: 3 clusters Score -222656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 495293 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 110523 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78233 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 14 contains 61755 members 
Mstep: Class 15 contains 179206 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 61123 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 38842 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51778 members 
Mstep: Class 25 contains 36389 members 
Mstep: Class 26 contains 606 members 
Entering Unmasked Estep 
Score: -226838640.000000 Penalty: 223944.578125
Splitting cluster 2 changes total score from -226842944.000000 to -226838640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (34245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Entering Unmasked Estep 
Score: -5827178.500000 Penalty: 6395.293457
	Iteration 0F: 2 clusters Score -5827178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5801669.500000 Penalty: 12790.586914
	Iteration 0F: 3 clusters Score -5801670 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5809537.500000 Penalty: 12790.586914
	Iteration 1F: 3 clusters Score -5809538 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5810498.000000 Penalty: 12790.586914
	Iteration 2F: 3 clusters Score -5810498 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5811289.500000 Penalty: 12790.586914
	Iteration 3F: 3 clusters Score -5811290 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -5811996.000000 Penalty: 12790.586914
	Iteration 4Q: 3 clusters Score -5811996 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -5812722.000000 Penalty: 12790.586914
	Iteration 5Q: 3 clusters Score -5812722 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5813374.500000 Penalty: 12790.586914
	Iteration 6Q: 3 clusters Score -5813374 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5814033.500000 Penalty: 12790.586914
	Iteration 7Q: 3 clusters Score -5814034 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5814693.000000 Penalty: 12790.586914
	Iteration 8Q: 3 clusters Score -5814693 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5815335.500000 Penalty: 12790.586914
	Iteration 9Q: 3 clusters Score -5815336 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5816008.000000 Penalty: 12790.586914
	Iteration 10Q: 3 clusters Score -5816008 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5816775.500000 Penalty: 12790.586914
	Iteration 11Q: 3 clusters Score -5816776 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5817557.000000 Penalty: 12790.586914
	Iteration 12Q: 3 clusters Score -5817557 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5818336.000000 Penalty: 12790.586914
	Iteration 13Q: 3 clusters Score -5818336 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5819044.500000 Penalty: 12790.586914
	Iteration 14Q: 3 clusters Score -5819044 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5819770.000000 Penalty: 12790.586914
	Iteration 15Q: 3 clusters Score -5819770 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5820416.500000 Penalty: 12790.586914
	Iteration 16Q: 3 clusters Score -5820416 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5820926.000000 Penalty: 12790.586914
	Iteration 17Q: 3 clusters Score -5820926 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5821310.000000 Penalty: 12790.586914
	Iteration 18Q: 3 clusters Score -5821310 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5821617.500000 Penalty: 12790.586914
	Iteration 19Q: 3 clusters Score -5821618 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -5821833.500000 Penalty: 12790.586914
	Iteration 20F: 3 clusters Score -5821834 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5821965.000000 Penalty: 12790.586914
	Iteration 21Q: 3 clusters Score -5821965 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -5822082.500000 Penalty: 12790.586914
	Iteration 22Q: 3 clusters Score -5822082 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -5822161.500000 Penalty: 12790.586914
	Iteration 23Q: 3 clusters Score -5822162 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5822261.000000 Penalty: 12790.586914
	Iteration 24Q: 3 clusters Score -5822261 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5822295.500000 Penalty: 12790.586914
	Iteration 25Q: 3 clusters Score -5822296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -5822323.500000 Penalty: 12790.586914
	Iteration 26Q: 3 clusters Score -5822324 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5822379.000000 Penalty: 12790.586914
	Iteration 27Q: 3 clusters Score -5822379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5822408.500000 Penalty: 12790.586914
	Iteration 28Q: 3 clusters Score -5822408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5822435.500000 Penalty: 12790.586914
	Iteration 29Q: 3 clusters Score -5822436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -5822453.000000 Penalty: 12790.586914
	Iteration 30Q: 3 clusters Score -5822453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5822469.000000 Penalty: 12790.586914
	Iteration 31Q: 3 clusters Score -5822469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5822477.500000 Penalty: 12790.586914
	Iteration 32Q: 3 clusters Score -5822478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -5822505.500000 Penalty: 12790.586914
	Iteration 33Q: 3 clusters Score -5822506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -5822531.000000 Penalty: 12790.586914
	Iteration 34Q: 3 clusters Score -5822531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5822538.000000 Penalty: 12790.586914
	Iteration 35Q: 3 clusters Score -5822538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -5822570.000000 Penalty: 12790.586914
	Iteration 36Q: 3 clusters Score -5822570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5822582.000000 Penalty: 12790.586914
	Iteration 37Q: 3 clusters Score -5822582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5822600.000000 Penalty: 12790.586914
	Iteration 38Q: 3 clusters Score -5822600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5822647.500000 Penalty: 12790.586914
	Iteration 39Q: 3 clusters Score -5822648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -5822660.500000 Penalty: 12790.586914
	Iteration 40F: 3 clusters Score -5822660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -5822683.000000 Penalty: 12790.586914
	Iteration 41Q: 3 clusters Score -5822683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5822711.500000 Penalty: 12790.586914
	Iteration 42Q: 3 clusters Score -5822712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5822720.000000 Penalty: 12790.586914
	Iteration 43Q: 3 clusters Score -5822720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5822752.000000 Penalty: 12790.586914
	Iteration 44Q: 3 clusters Score -5822752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -5822752.500000 Penalty: 12790.586914
	Iteration 45Q: 3 clusters Score -5822752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5822770.000000 Penalty: 12790.586914
	Iteration 46Q: 3 clusters Score -5822770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5822767.000000 Penalty: 12790.586914
	Iteration 47Q: 3 clusters Score -5822767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5822784.500000 Penalty: 12790.586914
	Iteration 48Q: 3 clusters Score -5822784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5822787.500000 Penalty: 12790.586914
	Iteration 49Q: 3 clusters Score -5822788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -5822787.000000 Penalty: 12790.586914
	Iteration 50Q: 3 clusters Score -5822787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5822805.000000 Penalty: 12790.586914
	Iteration 51Q: 3 clusters Score -5822805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5822800.500000 Penalty: 12790.586914
	Iteration 52Q: 3 clusters Score -5822800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5822812.500000 Penalty: 12790.586914
	Iteration 53Q: 3 clusters Score -5822812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -5822805.000000 Penalty: 12790.586914
	Iteration 54Q: 3 clusters Score -5822805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -5822816.000000 Penalty: 12790.586914
	Iteration 55Q: 3 clusters Score -5822816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -5822838.000000 Penalty: 12790.586914
	Iteration 56Q: 3 clusters Score -5822838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -5822845.000000 Penalty: 12790.586914
	Iteration 57Q: 3 clusters Score -5822845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -5822850.000000 Penalty: 12790.586914
	Iteration 58Q: 3 clusters Score -5822850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -5822851.500000 Penalty: 12790.586914
	Iteration 59Q: 3 clusters Score -5822852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -5822850.000000 Penalty: 12790.586914
	Iteration 60F: 3 clusters Score -5822850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5822847.000000 Penalty: 12790.586914
	Iteration 61Q: 3 clusters Score -5822847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5822848.000000 Penalty: 12790.586914
	Iteration 62Q: 3 clusters Score -5822848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5822848.000000 Penalty: 12790.586914
	Iteration 63F: 3 clusters Score -5822848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Entering Unmasked Estep 
Score: -2339772.000000 Penalty: 5816.419922
	Iteration 0F: 2 clusters Score -2339772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2327434.250000 Penalty: 11632.839844
	Iteration 0F: 3 clusters Score -2327434 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2330301.250000 Penalty: 11632.839844
	Iteration 1F: 3 clusters Score -2330301 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2330799.250000 Penalty: 11632.839844
	Iteration 2F: 3 clusters Score -2330799 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2331210.750000 Penalty: 11632.839844
	Iteration 3Q: 3 clusters Score -2331211 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2331648.000000 Penalty: 11632.839844
	Iteration 4Q: 3 clusters Score -2331648 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2332256.750000 Penalty: 11632.839844
	Iteration 5Q: 3 clusters Score -2332257 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2333008.750000 Penalty: 11632.839844
	Iteration 6F: 3 clusters Score -2333009 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2333849.000000 Penalty: 11632.839844
	Iteration 7F: 3 clusters Score -2333849 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2334691.250000 Penalty: 11632.839844
	Iteration 8F: 3 clusters Score -2334691 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2335547.250000 Penalty: 11632.839844
	Iteration 9F: 3 clusters Score -2335547 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2336279.250000 Penalty: 11632.839844
	Iteration 10F: 3 clusters Score -2336279 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2336802.250000 Penalty: 11632.839844
	Iteration 11Q: 3 clusters Score -2336802 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2337211.250000 Penalty: 11632.839844
	Iteration 12Q: 3 clusters Score -2337211 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2337470.250000 Penalty: 11632.839844
	Iteration 13Q: 3 clusters Score -2337470 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2337600.500000 Penalty: 11632.839844
	Iteration 14Q: 3 clusters Score -2337600 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2337697.250000 Penalty: 11632.839844
	Iteration 15Q: 3 clusters Score -2337697 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2337770.500000 Penalty: 11632.839844
	Iteration 16Q: 3 clusters Score -2337770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2337824.750000 Penalty: 11632.839844
	Iteration 17Q: 3 clusters Score -2337825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2337909.000000 Penalty: 11632.839844
	Iteration 18Q: 3 clusters Score -2337909 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2338002.000000 Penalty: 11632.839844
	Iteration 19Q: 3 clusters Score -2338002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2338109.250000 Penalty: 11632.839844
	Iteration 20F: 3 clusters Score -2338109 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2338249.250000 Penalty: 11632.839844
	Iteration 21Q: 3 clusters Score -2338249 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2338349.250000 Penalty: 11632.839844
	Iteration 22Q: 3 clusters Score -2338349 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2338429.000000 Penalty: 11632.839844
	Iteration 23Q: 3 clusters Score -2338429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2338489.750000 Penalty: 11632.839844
	Iteration 24Q: 3 clusters Score -2338490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2338568.750000 Penalty: 11632.839844
	Iteration 25Q: 3 clusters Score -2338569 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2338617.000000 Penalty: 11632.839844
	Iteration 26Q: 3 clusters Score -2338617 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2338664.250000 Penalty: 11632.839844
	Iteration 27Q: 3 clusters Score -2338664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2338693.750000 Penalty: 11632.839844
	Iteration 28Q: 3 clusters Score -2338694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2338710.250000 Penalty: 11632.839844
	Iteration 29Q: 3 clusters Score -2338710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2338727.500000 Penalty: 11632.839844
	Iteration 30Q: 3 clusters Score -2338728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2338739.750000 Penalty: 11632.839844
	Iteration 31Q: 3 clusters Score -2338740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2338752.000000 Penalty: 11632.839844
	Iteration 32Q: 3 clusters Score -2338752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2338767.750000 Penalty: 11632.839844
	Iteration 33Q: 3 clusters Score -2338768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2338778.750000 Penalty: 11632.839844
	Iteration 34Q: 3 clusters Score -2338779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2338782.250000 Penalty: 11632.839844
	Iteration 35Q: 3 clusters Score -2338782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2338791.000000 Penalty: 11632.839844
	Iteration 36Q: 3 clusters Score -2338791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2338795.750000 Penalty: 11632.839844
	Iteration 37Q: 3 clusters Score -2338796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2338808.750000 Penalty: 11632.839844
	Iteration 38Q: 3 clusters Score -2338809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2338808.500000 Penalty: 11632.839844
	Iteration 39Q: 3 clusters Score -2338808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2338812.000000 Penalty: 11632.839844
	Iteration 40F: 3 clusters Score -2338812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2338807.500000 Penalty: 11632.839844
	Iteration 41Q: 3 clusters Score -2338808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2338809.250000 Penalty: 11632.839844
	Iteration 42Q: 3 clusters Score -2338809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2338807.750000 Penalty: 11632.839844
	Iteration 43Q: 3 clusters Score -2338808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2338812.250000 Penalty: 11632.839844
	Iteration 44Q: 3 clusters Score -2338812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2338813.750000 Penalty: 11632.839844
	Iteration 45Q: 3 clusters Score -2338814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2338816.250000 Penalty: 11632.839844
	Iteration 46Q: 3 clusters Score -2338816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2338821.750000 Penalty: 11632.839844
	Iteration 47Q: 3 clusters Score -2338822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2338819.000000 Penalty: 11632.839844
	Iteration 48Q: 3 clusters Score -2338819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2338821.250000 Penalty: 11632.839844
	Iteration 49Q: 3 clusters Score -2338821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2338822.750000 Penalty: 11632.839844
	Iteration 50Q: 3 clusters Score -2338823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2338828.000000 Penalty: 11632.839844
	Iteration 51Q: 3 clusters Score -2338828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2338830.000000 Penalty: 11632.839844
	Iteration 52Q: 3 clusters Score -2338830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2338833.750000 Penalty: 11632.839844
	Iteration 53Q: 3 clusters Score -2338834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2338838.250000 Penalty: 11632.839844
	Iteration 54Q: 3 clusters Score -2338838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2338836.250000 Penalty: 11632.839844
	Iteration 55Q: 3 clusters Score -2338836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2338843.250000 Penalty: 11632.839844
	Iteration 56Q: 3 clusters Score -2338843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2338851.250000 Penalty: 11632.839844
	Iteration 57Q: 3 clusters Score -2338851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2338846.750000 Penalty: 11632.839844
	Iteration 58Q: 3 clusters Score -2338847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2338843.750000 Penalty: 11632.839844
	Iteration 59Q: 3 clusters Score -2338844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2338846.000000 Penalty: 11632.839844
	Iteration 60F: 3 clusters Score -2338846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2338844.250000 Penalty: 11632.839844
	Iteration 61Q: 3 clusters Score -2338844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2338841.500000 Penalty: 11632.839844
	Iteration 62Q: 3 clusters Score -2338842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2338842.500000 Penalty: 11632.839844
	Iteration 63Q: 3 clusters Score -2338842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2338846.500000 Penalty: 11632.839844
	Iteration 64Q: 3 clusters Score -2338846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2338847.750000 Penalty: 11632.839844
	Iteration 65Q: 3 clusters Score -2338848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2338847.750000 Penalty: 11632.839844
	Iteration 66F: 3 clusters Score -2338848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (495293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495293 members 
Entering Unmasked Estep 
Score: -89455808.000000 Penalty: 8031.653809
	Iteration 0F: 2 clusters Score -8.945581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247865 members 
Mstep: Class 2 contains 247428 members 
Entering Unmasked Estep 
Score: -89160128.000000 Penalty: 16063.307617
	Iteration 0F: 3 clusters Score -8.916013e+07 nChanged 237967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248562 members 
Mstep: Class 2 contains 246731 members 
Entering Unmasked Estep 
Score: -89298680.000000 Penalty: 16063.307617
	Iteration 1F: 3 clusters Score -8.929868e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248394 members 
Mstep: Class 2 contains 246899 members 
Entering Unmasked Estep 
Score: -89301040.000000 Penalty: 16063.307617
	Iteration 2Q: 3 clusters Score -8.930104e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247875 members 
Mstep: Class 2 contains 247418 members 
Entering Unmasked Estep 
Score: -89303048.000000 Penalty: 16063.307617
	Iteration 3Q: 3 clusters Score -8.930305e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246668 members 
Mstep: Class 2 contains 248625 members 
Entering Unmasked Estep 
Score: -89306384.000000 Penalty: 16063.307617
	Iteration 4Q: 3 clusters Score -8.930638e+07 nChanged 15894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244678 members 
Mstep: Class 2 contains 250615 members 
Entering Unmasked Estep 
Score: -89310832.000000 Penalty: 16063.307617
	Iteration 5Q: 3 clusters Score -8.931083e+07 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241823 members 
Mstep: Class 2 contains 253470 members 
Entering Unmasked Estep 
Score: -89316240.000000 Penalty: 16063.307617
	Iteration 6Q: 3 clusters Score -8.931624e+07 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237988 members 
Mstep: Class 2 contains 257305 members 
Entering Unmasked Estep 
Score: -89323008.000000 Penalty: 16063.307617
	Iteration 7Q: 3 clusters Score -8.932301e+07 nChanged 22031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232805 members 
Mstep: Class 2 contains 262488 members 
Entering Unmasked Estep 
Score: -89331936.000000 Penalty: 16063.307617
	Iteration 8Q: 3 clusters Score -8.933194e+07 nChanged 23278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226055 members 
Mstep: Class 2 contains 269238 members 
Entering Unmasked Estep 
Score: -89340792.000000 Penalty: 16063.307617
	Iteration 9Q: 3 clusters Score -8.934079e+07 nChanged 23156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217607 members 
Mstep: Class 2 contains 277686 members 
Entering Unmasked Estep 
Score: -89348920.000000 Penalty: 16063.307617
	Iteration 10Q: 3 clusters Score -8.934892e+07 nChanged 22104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207105 members 
Mstep: Class 2 contains 288188 members 
Entering Unmasked Estep 
Score: -89357392.000000 Penalty: 16063.307617
	Iteration 11Q: 3 clusters Score -8.935739e+07 nChanged 20845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 301577 members 
Entering Unmasked Estep 
Score: -89364984.000000 Penalty: 16063.307617
	Iteration 12Q: 3 clusters Score -8.936498e+07 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176566 members 
Mstep: Class 2 contains 318727 members 
Entering Unmasked Estep 
Score: -89373384.000000 Penalty: 16063.307617
	Iteration 13Q: 3 clusters Score -8.937338e+07 nChanged 22232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 339877 members 
Entering Unmasked Estep 
Score: -89383712.000000 Penalty: 16063.307617
	Iteration 14Q: 3 clusters Score -8.938371e+07 nChanged 25472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 365219 members 
Entering Unmasked Estep 
Score: -89397520.000000 Penalty: 16063.307617
	Iteration 15F: 3 clusters Score -8.939752e+07 nChanged 28365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 393574 members 
Entering Unmasked Estep 
Score: -89414776.000000 Penalty: 16063.307617
	Iteration 16F: 3 clusters Score -8.941478e+07 nChanged 28314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 421886 members 
Entering Unmasked Estep 
Score: -89434072.000000 Penalty: 16063.307617
	Iteration 17F: 3 clusters Score -8.943407e+07 nChanged 24591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 446477 members 
Entering Unmasked Estep 
Score: -89449040.000000 Penalty: 16063.307617
	Iteration 18Q: 3 clusters Score -8.944904e+07 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 464855 members 
Entering Unmasked Estep 
Score: -89455912.000000 Penalty: 16063.307617
	Iteration 19Q: 3 clusters Score -8.945591e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 476664 members 
Entering Unmasked Estep 
Score: -89456912.000000 Penalty: 16063.307617
	Iteration 20F: 3 clusters Score -8.945691e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 483255 members 
Entering Unmasked Estep 
Score: -89455512.000000 Penalty: 16063.307617
	Iteration 21Q: 3 clusters Score -8.945551e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 486524 members 
Entering Unmasked Estep 
Score: -89454144.000000 Penalty: 16063.307617
	Iteration 22Q: 3 clusters Score -8.945414e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 488253 members 
Entering Unmasked Estep 
Score: -89453968.000000 Penalty: 16063.307617
	Iteration 23Q: 3 clusters Score -8.945397e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 489261 members 
Entering Unmasked Estep 
Score: -89453824.000000 Penalty: 16063.307617
	Iteration 24Q: 3 clusters Score -8.945382e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 489826 members 
Entering Unmasked Estep 
Score: -89453768.000000 Penalty: 16063.307617
	Iteration 25Q: 3 clusters Score -8.945377e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 490174 members 
Entering Unmasked Estep 
Score: -89453808.000000 Penalty: 16063.307617
	Iteration 26Q: 3 clusters Score -8.945381e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 490387 members 
Entering Unmasked Estep 
Score: -89453896.000000 Penalty: 16063.307617
	Iteration 27Q: 3 clusters Score -8.94539e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 490552 members 
Entering Unmasked Estep 
Score: -89453960.000000 Penalty: 16063.307617
	Iteration 28Q: 3 clusters Score -8.945396e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 490663 members 
Entering Unmasked Estep 
Score: -89453976.000000 Penalty: 16063.307617
	Iteration 29Q: 3 clusters Score -8.945398e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 490754 members 
Entering Unmasked Estep 
Score: -89453824.000000 Penalty: 16063.307617
	Iteration 30Q: 3 clusters Score -8.945382e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 490820 members 
Entering Unmasked Estep 
Score: -89453912.000000 Penalty: 16063.307617
	Iteration 31Q: 3 clusters Score -8.945391e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 490870 members 
Entering Unmasked Estep 
Score: -89453912.000000 Penalty: 16063.307617
	Iteration 32Q: 3 clusters Score -8.945391e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 490917 members 
Entering Unmasked Estep 
Score: -89453888.000000 Penalty: 16063.307617
	Iteration 33Q: 3 clusters Score -8.945389e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 490951 members 
Entering Unmasked Estep 
Score: -89453888.000000 Penalty: 16063.307617
	Iteration 34Q: 3 clusters Score -8.945389e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 490955 members 
Entering Unmasked Estep 
Score: -89453960.000000 Penalty: 16063.307617
	Iteration 35Q: 3 clusters Score -8.945396e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 490972 members 
Entering Unmasked Estep 
Score: -89453944.000000 Penalty: 16063.307617
	Iteration 36Q: 3 clusters Score -8.945394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 490972 members 
Entering Unmasked Estep 
Score: -89454056.000000 Penalty: 16063.307617
	Iteration 37Q: 3 clusters Score -8.945406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 490977 members 
Entering Unmasked Estep 
Score: -89454080.000000 Penalty: 16063.307617
	Iteration 38Q: 3 clusters Score -8.945408e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 490982 members 
Entering Unmasked Estep 
Score: -89454048.000000 Penalty: 16063.307617
	Iteration 39Q: 3 clusters Score -8.945405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 490990 members 
Entering Unmasked Estep 
Score: -89454056.000000 Penalty: 16063.307617
	Iteration 40F: 3 clusters Score -8.945406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 490999 members 
Entering Unmasked Estep 
Score: -89453984.000000 Penalty: 16063.307617
	Iteration 41Q: 3 clusters Score -8.945398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 491010 members 
Entering Unmasked Estep 
Score: -89453928.000000 Penalty: 16063.307617
	Iteration 42Q: 3 clusters Score -8.945393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 491011 members 
Entering Unmasked Estep 
Score: -89453984.000000 Penalty: 16063.307617
	Iteration 43Q: 3 clusters Score -8.945398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 491019 members 
Entering Unmasked Estep 
Score: -89453968.000000 Penalty: 16063.307617
	Iteration 44Q: 3 clusters Score -8.945397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 491024 members 
Entering Unmasked Estep 
Score: -89453968.000000 Penalty: 16063.307617
	Iteration 45Q: 3 clusters Score -8.945397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 491031 members 
Entering Unmasked Estep 
Score: -89453976.000000 Penalty: 16063.307617
	Iteration 46Q: 3 clusters Score -8.945398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 491040 members 
Entering Unmasked Estep 
Score: -89454056.000000 Penalty: 16063.307617
	Iteration 47Q: 3 clusters Score -8.945406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 491045 members 
Entering Unmasked Estep 
Score: -89454064.000000 Penalty: 16063.307617
	Iteration 48Q: 3 clusters Score -8.945406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 491051 members 
Entering Unmasked Estep 
Score: -89454136.000000 Penalty: 16063.307617
	Iteration 49Q: 3 clusters Score -8.945414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 491054 members 
Entering Unmasked Estep 
Score: -89454096.000000 Penalty: 16063.307617
	Iteration 50Q: 3 clusters Score -8.94541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 491056 members 
Entering Unmasked Estep 
Score: -89454088.000000 Penalty: 16063.307617
	Iteration 51Q: 3 clusters Score -8.945409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 491059 members 
Entering Unmasked Estep 
Score: -89454144.000000 Penalty: 16063.307617
	Iteration 52Q: 3 clusters Score -8.945414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 491064 members 
Entering Unmasked Estep 
Score: -89454096.000000 Penalty: 16063.307617
	Iteration 53Q: 3 clusters Score -8.94541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 491065 members 
Entering Unmasked Estep 
Score: -89454176.000000 Penalty: 16063.307617
	Iteration 54Q: 3 clusters Score -8.945418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 491063 members 
Entering Unmasked Estep 
Score: -89454168.000000 Penalty: 16063.307617
	Iteration 55Q: 3 clusters Score -8.945417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 491064 members 
Entering Unmasked Estep 
Score: -89454136.000000 Penalty: 16063.307617
	Iteration 56Q: 3 clusters Score -8.945414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 491065 members 
Entering Unmasked Estep 
Score: -89454120.000000 Penalty: 16063.307617
	Iteration 57Q: 3 clusters Score -8.945412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 491066 members 
Entering Unmasked Estep 
Score: -89454184.000000 Penalty: 16063.307617
	Iteration 58Q: 3 clusters Score -8.945418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 491069 members 
Entering Unmasked Estep 
Score: -89454184.000000 Penalty: 16063.307617
	Iteration 59Q: 3 clusters Score -8.945418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 491068 members 
Entering Unmasked Estep 
Score: -89454200.000000 Penalty: 16063.307617
	Iteration 60F: 3 clusters Score -8.94542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Entering Unmasked Estep 
Score: -1832398.000000 Penalty: 5653.643066
	Iteration 0F: 2 clusters Score -1832398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1822112.750000 Penalty: 11307.286133
	Iteration 0F: 3 clusters Score -1822113 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1824512.125000 Penalty: 11307.286133
	Iteration 1F: 3 clusters Score -1824512 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1825560.125000 Penalty: 11307.286133
	Iteration 2F: 3 clusters Score -1825560 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1826845.125000 Penalty: 11307.286133
	Iteration 3F: 3 clusters Score -1826845 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1828237.000000 Penalty: 11307.286133
	Iteration 4F: 3 clusters Score -1828237 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1829314.750000 Penalty: 11307.286133
	Iteration 5F: 3 clusters Score -1829315 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1829887.125000 Penalty: 11307.286133
	Iteration 6F: 3 clusters Score -1829887 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1830213.625000 Penalty: 11307.286133
	Iteration 7Q: 3 clusters Score -1830214 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1830366.125000 Penalty: 11307.286133
	Iteration 8Q: 3 clusters Score -1830366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1830431.250000 Penalty: 11307.286133
	Iteration 9Q: 3 clusters Score -1830431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1830472.625000 Penalty: 11307.286133
	Iteration 10Q: 3 clusters Score -1830473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1830496.375000 Penalty: 11307.286133
	Iteration 11Q: 3 clusters Score -1830496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1830514.625000 Penalty: 11307.286133
	Iteration 12Q: 3 clusters Score -1830515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1830519.500000 Penalty: 11307.286133
	Iteration 13Q: 3 clusters Score -1830520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1830525.250000 Penalty: 11307.286133
	Iteration 14Q: 3 clusters Score -1830525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1830533.625000 Penalty: 11307.286133
	Iteration 15Q: 3 clusters Score -1830534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1830542.500000 Penalty: 11307.286133
	Iteration 16Q: 3 clusters Score -1830542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1830547.875000 Penalty: 11307.286133
	Iteration 17Q: 3 clusters Score -1830548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1830550.250000 Penalty: 11307.286133
	Iteration 18Q: 3 clusters Score -1830550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1830550.250000 Penalty: 11307.286133
	Iteration 19Q: 3 clusters Score -1830550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1830552.000000 Penalty: 11307.286133
	Iteration 20F: 3 clusters Score -1830552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1830555.000000 Penalty: 11307.286133
	Iteration 21Q: 3 clusters Score -1830555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1830553.750000 Penalty: 11307.286133
	Iteration 22Q: 3 clusters Score -1830554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1830553.750000 Penalty: 11307.286133
	Iteration 23F: 3 clusters Score -1830554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -191130.296875 Penalty: 4388.391113
	Iteration 0F: 2 clusters Score -191130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -186781.828125 Penalty: 8776.782227
	Iteration 0F: 3 clusters Score -186781.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -187522.078125 Penalty: 8776.782227
	Iteration 1F: 3 clusters Score -187522.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188070.750000 Penalty: 8776.782227
	Iteration 2F: 3 clusters Score -188070.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -188763.031250 Penalty: 8776.782227
	Iteration 3F: 3 clusters Score -188763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -189213.453125 Penalty: 8776.782227
	Iteration 4F: 3 clusters Score -189213.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -189443.906250 Penalty: 8776.782227
	Iteration 5Q: 3 clusters Score -189443.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -189725.890625 Penalty: 8776.782227
	Iteration 6Q: 3 clusters Score -189725.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -189922.609375 Penalty: 8776.782227
	Iteration 7Q: 3 clusters Score -189922.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190053.390625 Penalty: 8776.782227
	Iteration 8Q: 3 clusters Score -190053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -190113.421875 Penalty: 8776.782227
	Iteration 9Q: 3 clusters Score -190113.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190192.515625 Penalty: 8776.782227
	Iteration 10Q: 3 clusters Score -190192.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190230.390625 Penalty: 8776.782227
	Iteration 11Q: 3 clusters Score -190230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -190269.062500 Penalty: 8776.782227
	Iteration 12Q: 3 clusters Score -190269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190286.578125 Penalty: 8776.782227
	Iteration 13Q: 3 clusters Score -190286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -190294.781250 Penalty: 8776.782227
	Iteration 14Q: 3 clusters Score -190294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -190311.781250 Penalty: 8776.782227
	Iteration 15Q: 3 clusters Score -190311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190340.890625 Penalty: 8776.782227
	Iteration 16Q: 3 clusters Score -190340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -190363.546875 Penalty: 8776.782227
	Iteration 17Q: 3 clusters Score -190363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -190376.437500 Penalty: 8776.782227
	Iteration 18Q: 3 clusters Score -190376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -190377.984375 Penalty: 8776.782227
	Iteration 19Q: 3 clusters Score -190378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -190383.406250 Penalty: 8776.782227
	Iteration 20F: 3 clusters Score -190383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190386.578125 Penalty: 8776.782227
	Iteration 21Q: 3 clusters Score -190386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190386.578125 Penalty: 8776.782227
	Iteration 22F: 3 clusters Score -190386.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -297755.406250 Penalty: 4607.801270
	Iteration 0F: 2 clusters Score -297755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -293054.812500 Penalty: 9215.602539
	Iteration 0F: 3 clusters Score -293054.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -294437.000000 Penalty: 9215.602539
	Iteration 1F: 3 clusters Score -294437 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -296173.000000 Penalty: 9215.602539
	Iteration 2F: 3 clusters Score -296173 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -297479.000000 Penalty: 9215.602539
	Iteration 3F: 3 clusters Score -297479 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -298620.875000 Penalty: 9215.602539
	Iteration 4F: 3 clusters Score -298620.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -300934.343750 Penalty: 9215.602539
	Iteration 5F: 3 clusters Score -300934.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -303491.437500 Penalty: 9215.602539
	Iteration 6Q: 3 clusters Score -303491.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -303770.062500 Penalty: 9215.602539
	Iteration 7Q: 3 clusters Score -303770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -303770.062500 Penalty: 9215.602539
	Iteration 8F: 3 clusters Score -303770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 495293 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 110523 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78233 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 14 contains 61755 members 
Mstep: Class 15 contains 179206 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 61123 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 38842 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51778 members 
Mstep: Class 25 contains 36389 members 
Mstep: Class 26 contains 689 members 
Entering Unmasked Estep 
Score: -226845632.000000 Penalty: 223944.578125
Splitting cluster 8 changes total score from -226842944.000000 to -226845632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (110523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Entering Unmasked Estep 
Score: -19905770.000000 Penalty: 7112.949707
	Iteration 0F: 2 clusters Score -1.990577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -19830576.000000 Penalty: 14225.899414
	Iteration 0F: 3 clusters Score -1.983058e+07 nChanged 50529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -19858788.000000 Penalty: 14225.899414
	Iteration 1F: 3 clusters Score -1.985879e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -19859990.000000 Penalty: 14225.899414
	Iteration 2Q: 3 clusters Score -1.985999e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -19861386.000000 Penalty: 14225.899414
	Iteration 3Q: 3 clusters Score -1.986139e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -19863588.000000 Penalty: 14225.899414
	Iteration 4Q: 3 clusters Score -1.986359e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -19866934.000000 Penalty: 14225.899414
	Iteration 5Q: 3 clusters Score -1.986693e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -19871718.000000 Penalty: 14225.899414
	Iteration 6F: 3 clusters Score -1.987172e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -19878884.000000 Penalty: 14225.899414
	Iteration 7F: 3 clusters Score -1.987888e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -19887112.000000 Penalty: 14225.899414
	Iteration 8F: 3 clusters Score -1.988711e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -19895468.000000 Penalty: 14225.899414
	Iteration 9F: 3 clusters Score -1.989547e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -19902744.000000 Penalty: 14225.899414
	Iteration 10F: 3 clusters Score -1.990274e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -19908072.000000 Penalty: 14225.899414
	Iteration 11Q: 3 clusters Score -1.990807e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -19910062.000000 Penalty: 14225.899414
	Iteration 12Q: 3 clusters Score -1.991006e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -19910576.000000 Penalty: 14225.899414
	Iteration 13Q: 3 clusters Score -1.991058e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -19910730.000000 Penalty: 14225.899414
	Iteration 14Q: 3 clusters Score -1.991073e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -19910774.000000 Penalty: 14225.899414
	Iteration 15Q: 3 clusters Score -1.991077e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -19910736.000000 Penalty: 14225.899414
	Iteration 16Q: 3 clusters Score -1.991074e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -19910776.000000 Penalty: 14225.899414
	Iteration 17Q: 3 clusters Score -1.991078e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -19910810.000000 Penalty: 14225.899414
	Iteration 18Q: 3 clusters Score -1.991081e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -19910814.000000 Penalty: 14225.899414
	Iteration 19Q: 3 clusters Score -1.991081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -19910804.000000 Penalty: 14225.899414
	Iteration 20F: 3 clusters Score -1.99108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -19910812.000000 Penalty: 14225.899414
	Iteration 21Q: 3 clusters Score -1.991081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -19910836.000000 Penalty: 14225.899414
	Iteration 22Q: 3 clusters Score -1.991084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -19910808.000000 Penalty: 14225.899414
	Iteration 23Q: 3 clusters Score -1.991081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -19910806.000000 Penalty: 14225.899414
	Iteration 24Q: 3 clusters Score -1.991081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -19910802.000000 Penalty: 14225.899414
	Iteration 25Q: 3 clusters Score -1.99108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -19910812.000000 Penalty: 14225.899414
	Iteration 26Q: 3 clusters Score -1.991081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -19910840.000000 Penalty: 14225.899414
	Iteration 27Q: 3 clusters Score -1.991084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -19910816.000000 Penalty: 14225.899414
	Iteration 28Q: 3 clusters Score -1.991082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -19910816.000000 Penalty: 14225.899414
	Iteration 29F: 3 clusters Score -1.991082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 495293 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 85507 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78233 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 14 contains 61755 members 
Mstep: Class 15 contains 179206 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 61123 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 38842 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51778 members 
Mstep: Class 25 contains 36389 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 25016 members 
Entering Unmasked Estep 
Score: -226850080.000000 Penalty: 232557.843750
Splitting cluster 9 changes total score from -226842944.000000 to -226850080.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -189917.843750 Penalty: 4385.542480
	Iteration 0F: 2 clusters Score -189917.8 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 626 members 
Entering Unmasked Estep 
Score: -185713.093750 Penalty: 8771.084961
	Iteration 0F: 3 clusters Score -185713.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186244.859375 Penalty: 8771.084961
	Iteration 1F: 3 clusters Score -186244.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -186547.625000 Penalty: 8771.084961
	Iteration 2F: 3 clusters Score -186547.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186809.000000 Penalty: 8771.084961
	Iteration 3F: 3 clusters Score -186809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187000.953125 Penalty: 8771.084961
	Iteration 4Q: 3 clusters Score -187001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187154.250000 Penalty: 8771.084961
	Iteration 5Q: 3 clusters Score -187154.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187377.656250 Penalty: 8771.084961
	Iteration 6Q: 3 clusters Score -187377.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187506.218750 Penalty: 8771.084961
	Iteration 7Q: 3 clusters Score -187506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187618.218750 Penalty: 8771.084961
	Iteration 8Q: 3 clusters Score -187618.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -187670.671875 Penalty: 8771.084961
	Iteration 9Q: 3 clusters Score -187670.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187767.875000 Penalty: 8771.084961
	Iteration 10Q: 3 clusters Score -187767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -187822.375000 Penalty: 8771.084961
	Iteration 11Q: 3 clusters Score -187822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -187869.375000 Penalty: 8771.084961
	Iteration 12Q: 3 clusters Score -187869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187877.046875 Penalty: 8771.084961
	Iteration 13Q: 3 clusters Score -187877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187881.500000 Penalty: 8771.084961
	Iteration 14Q: 3 clusters Score -187881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187891.734375 Penalty: 8771.084961
	Iteration 15Q: 3 clusters Score -187891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -187930.515625 Penalty: 8771.084961
	Iteration 16Q: 3 clusters Score -187930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -187984.468750 Penalty: 8771.084961
	Iteration 17Q: 3 clusters Score -187984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -188012.515625 Penalty: 8771.084961
	Iteration 18Q: 3 clusters Score -188012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188045.359375 Penalty: 8771.084961
	Iteration 19Q: 3 clusters Score -188045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188158.250000 Penalty: 8771.084961
	Iteration 20F: 3 clusters Score -188158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188275.625000 Penalty: 8771.084961
	Iteration 21Q: 3 clusters Score -188275.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188322.671875 Penalty: 8771.084961
	Iteration 22Q: 3 clusters Score -188322.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188339.375000 Penalty: 8771.084961
	Iteration 23Q: 3 clusters Score -188339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188342.046875 Penalty: 8771.084961
	Iteration 24Q: 3 clusters Score -188342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -188343.578125 Penalty: 8771.084961
	Iteration 25Q: 3 clusters Score -188343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -188343.578125 Penalty: 8771.084961
	Iteration 26F: 3 clusters Score -188343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Entering Unmasked Estep 
Score: -13953671.000000 Penalty: 6901.311035
	Iteration 0F: 2 clusters Score -1.395367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -13899316.000000 Penalty: 13802.622070
	Iteration 0F: 3 clusters Score -1.389932e+07 nChanged 35382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -13918733.000000 Penalty: 13802.622070
	Iteration 1F: 3 clusters Score -1.391873e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -13919936.000000 Penalty: 13802.622070
	Iteration 2Q: 3 clusters Score -1.391994e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -13921120.000000 Penalty: 13802.622070
	Iteration 3Q: 3 clusters Score -1.392112e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -13922449.000000 Penalty: 13802.622070
	Iteration 4Q: 3 clusters Score -1.392245e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -13924352.000000 Penalty: 13802.622070
	Iteration 5Q: 3 clusters Score -1.392435e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -13926461.000000 Penalty: 13802.622070
	Iteration 6F: 3 clusters Score -1.392646e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -13929201.000000 Penalty: 13802.622070
	Iteration 7F: 3 clusters Score -1.39292e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -13931945.000000 Penalty: 13802.622070
	Iteration 8F: 3 clusters Score -1.393194e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -13934427.000000 Penalty: 13802.622070
	Iteration 9F: 3 clusters Score -1.393443e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -13936698.000000 Penalty: 13802.622070
	Iteration 10Q: 3 clusters Score -1.39367e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -13938829.000000 Penalty: 13802.622070
	Iteration 11Q: 3 clusters Score -1.393883e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -13940934.000000 Penalty: 13802.622070
	Iteration 12Q: 3 clusters Score -1.394093e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -13942898.000000 Penalty: 13802.622070
	Iteration 13Q: 3 clusters Score -1.39429e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -13944703.000000 Penalty: 13802.622070
	Iteration 14Q: 3 clusters Score -1.39447e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -13945927.000000 Penalty: 13802.622070
	Iteration 15Q: 3 clusters Score -1.394593e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13946602.000000 Penalty: 13802.622070
	Iteration 16Q: 3 clusters Score -1.39466e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13947008.000000 Penalty: 13802.622070
	Iteration 17Q: 3 clusters Score -1.394701e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13947238.000000 Penalty: 13802.622070
	Iteration 18Q: 3 clusters Score -1.394724e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13947362.000000 Penalty: 13802.622070
	Iteration 19Q: 3 clusters Score -1.394736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13947452.000000 Penalty: 13802.622070
	Iteration 20F: 3 clusters Score -1.394745e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13947517.000000 Penalty: 13802.622070
	Iteration 21Q: 3 clusters Score -1.394752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13947541.000000 Penalty: 13802.622070
	Iteration 22Q: 3 clusters Score -1.394754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13947574.000000 Penalty: 13802.622070
	Iteration 23Q: 3 clusters Score -1.394757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13947586.000000 Penalty: 13802.622070
	Iteration 24Q: 3 clusters Score -1.394759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13947623.000000 Penalty: 13802.622070
	Iteration 25Q: 3 clusters Score -1.394762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13947631.000000 Penalty: 13802.622070
	Iteration 26Q: 3 clusters Score -1.394763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13947656.000000 Penalty: 13802.622070
	Iteration 27Q: 3 clusters Score -1.394766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13947653.000000 Penalty: 13802.622070
	Iteration 28Q: 3 clusters Score -1.394765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13947661.000000 Penalty: 13802.622070
	Iteration 29Q: 3 clusters Score -1.394766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13947655.000000 Penalty: 13802.622070
	Iteration 30Q: 3 clusters Score -1.394766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13947663.000000 Penalty: 13802.622070
	Iteration 31Q: 3 clusters Score -1.394766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13947663.000000 Penalty: 13802.622070
	Iteration 32F: 3 clusters Score -1.394766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -1226712.375000 Penalty: 5447.061035
	Iteration 0F: 2 clusters Score -1226712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1218256.750000 Penalty: 10894.122070
	Iteration 0F: 3 clusters Score -1218257 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1220017.500000 Penalty: 10894.122070
	Iteration 1F: 3 clusters Score -1220018 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1220808.875000 Penalty: 10894.122070
	Iteration 2F: 3 clusters Score -1220809 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1221620.250000 Penalty: 10894.122070
	Iteration 3F: 3 clusters Score -1221620 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1222781.000000 Penalty: 10894.122070
	Iteration 4F: 3 clusters Score -1222781 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1224231.250000 Penalty: 10894.122070
	Iteration 5F: 3 clusters Score -1224231 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1225915.500000 Penalty: 10894.122070
	Iteration 6F: 3 clusters Score -1225916 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1227621.250000 Penalty: 10894.122070
	Iteration 7F: 3 clusters Score -1227621 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1228690.375000 Penalty: 10894.122070
	Iteration 8F: 3 clusters Score -1228690 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1228991.750000 Penalty: 10894.122070
	Iteration 9Q: 3 clusters Score -1228992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1229117.500000 Penalty: 10894.122070
	Iteration 10Q: 3 clusters Score -1229118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1229168.500000 Penalty: 10894.122070
	Iteration 11Q: 3 clusters Score -1229168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1229200.500000 Penalty: 10894.122070
	Iteration 12Q: 3 clusters Score -1229200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1229236.500000 Penalty: 10894.122070
	Iteration 13Q: 3 clusters Score -1229236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1229260.125000 Penalty: 10894.122070
	Iteration 14Q: 3 clusters Score -1229260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1229271.625000 Penalty: 10894.122070
	Iteration 15Q: 3 clusters Score -1229272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1229273.625000 Penalty: 10894.122070
	Iteration 16Q: 3 clusters Score -1229274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1229276.625000 Penalty: 10894.122070
	Iteration 17Q: 3 clusters Score -1229277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1229276.625000 Penalty: 10894.122070
	Iteration 18Q: 3 clusters Score -1229277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1229279.625000 Penalty: 10894.122070
	Iteration 19F: 3 clusters Score -1229280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1229281.375000 Penalty: 10894.122070
	Iteration 20F: 3 clusters Score -1229281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1229283.000000 Penalty: 10894.122070
	Iteration 21Q: 3 clusters Score -1229283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1229283.875000 Penalty: 10894.122070
	Iteration 22Q: 3 clusters Score -1229284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1229286.750000 Penalty: 10894.122070
	Iteration 23Q: 3 clusters Score -1229287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1229285.500000 Penalty: 10894.122070
	Iteration 24Q: 3 clusters Score -1229286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1229285.500000 Penalty: 10894.122070
	Iteration 25F: 3 clusters Score -1229286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 495293 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 85507 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78233 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 14 contains 61755 members 
Mstep: Class 15 contains 179206 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 61123 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 38842 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51778 members 
Mstep: Class 25 contains 36389 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 25016 members 
Mstep: Class 28 contains 3869 members 
Entering Unmasked Estep 
Score: -226849728.000000 Penalty: 241171.093750
Splitting cluster 12 changes total score from -226842944.000000 to -226849728.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -1506071.125000 Penalty: 5562.756836
	Iteration 0F: 2 clusters Score -1506071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1496574.250000 Penalty: 11125.513672
	Iteration 0F: 3 clusters Score -1496574 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1498750.375000 Penalty: 11125.513672
	Iteration 1F: 3 clusters Score -1498750 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1499428.500000 Penalty: 11125.513672
	Iteration 2F: 3 clusters Score -1499428 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1499894.500000 Penalty: 11125.513672
	Iteration 3F: 3 clusters Score -1499894 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1500253.750000 Penalty: 11125.513672
	Iteration 4Q: 3 clusters Score -1500254 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1500541.000000 Penalty: 11125.513672
	Iteration 5Q: 3 clusters Score -1500541 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1500802.500000 Penalty: 11125.513672
	Iteration 6Q: 3 clusters Score -1500802 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1501004.125000 Penalty: 11125.513672
	Iteration 7Q: 3 clusters Score -1501004 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1501157.125000 Penalty: 11125.513672
	Iteration 8Q: 3 clusters Score -1501157 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1501284.000000 Penalty: 11125.513672
	Iteration 9Q: 3 clusters Score -1501284 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1501396.750000 Penalty: 11125.513672
	Iteration 10Q: 3 clusters Score -1501397 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1501502.875000 Penalty: 11125.513672
	Iteration 11Q: 3 clusters Score -1501503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1501590.375000 Penalty: 11125.513672
	Iteration 12Q: 3 clusters Score -1501590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1501668.625000 Penalty: 11125.513672
	Iteration 13Q: 3 clusters Score -1501669 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1501721.250000 Penalty: 11125.513672
	Iteration 14Q: 3 clusters Score -1501721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1501766.875000 Penalty: 11125.513672
	Iteration 15Q: 3 clusters Score -1501767 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1501798.875000 Penalty: 11125.513672
	Iteration 16Q: 3 clusters Score -1501799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1501835.625000 Penalty: 11125.513672
	Iteration 17Q: 3 clusters Score -1501836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1501873.625000 Penalty: 11125.513672
	Iteration 18Q: 3 clusters Score -1501874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1501905.500000 Penalty: 11125.513672
	Iteration 19Q: 3 clusters Score -1501906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1501942.625000 Penalty: 11125.513672
	Iteration 20F: 3 clusters Score -1501943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1501971.000000 Penalty: 11125.513672
	Iteration 21Q: 3 clusters Score -1501971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1501991.875000 Penalty: 11125.513672
	Iteration 22Q: 3 clusters Score -1501992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1502012.250000 Penalty: 11125.513672
	Iteration 23Q: 3 clusters Score -1502012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1502026.625000 Penalty: 11125.513672
	Iteration 24Q: 3 clusters Score -1502027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1502035.250000 Penalty: 11125.513672
	Iteration 25Q: 3 clusters Score -1502035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1502045.625000 Penalty: 11125.513672
	Iteration 26Q: 3 clusters Score -1502046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1502056.250000 Penalty: 11125.513672
	Iteration 27Q: 3 clusters Score -1502056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1502063.375000 Penalty: 11125.513672
	Iteration 28Q: 3 clusters Score -1502063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1502075.625000 Penalty: 11125.513672
	Iteration 29Q: 3 clusters Score -1502076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1502078.000000 Penalty: 11125.513672
	Iteration 30Q: 3 clusters Score -1502078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1502085.875000 Penalty: 11125.513672
	Iteration 31Q: 3 clusters Score -1502086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1502096.625000 Penalty: 11125.513672
	Iteration 32Q: 3 clusters Score -1502097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1502102.875000 Penalty: 11125.513672
	Iteration 33Q: 3 clusters Score -1502103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1502111.125000 Penalty: 11125.513672
	Iteration 34Q: 3 clusters Score -1502111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1502123.000000 Penalty: 11125.513672
	Iteration 35Q: 3 clusters Score -1502123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1502134.125000 Penalty: 11125.513672
	Iteration 36Q: 3 clusters Score -1502134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1502141.750000 Penalty: 11125.513672
	Iteration 37Q: 3 clusters Score -1502142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1502159.000000 Penalty: 11125.513672
	Iteration 38Q: 3 clusters Score -1502159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1502163.000000 Penalty: 11125.513672
	Iteration 39Q: 3 clusters Score -1502163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1502171.250000 Penalty: 11125.513672
	Iteration 40F: 3 clusters Score -1502171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1502177.750000 Penalty: 11125.513672
	Iteration 41Q: 3 clusters Score -1502178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1502176.875000 Penalty: 11125.513672
	Iteration 42Q: 3 clusters Score -1502177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1502179.750000 Penalty: 11125.513672
	Iteration 43Q: 3 clusters Score -1502180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1502181.375000 Penalty: 11125.513672
	Iteration 44Q: 3 clusters Score -1502181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1502183.125000 Penalty: 11125.513672
	Iteration 45Q: 3 clusters Score -1502183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1502184.125000 Penalty: 11125.513672
	Iteration 46Q: 3 clusters Score -1502184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1502184.250000 Penalty: 11125.513672
	Iteration 47Q: 3 clusters Score -1502184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1502188.750000 Penalty: 11125.513672
	Iteration 48Q: 3 clusters Score -1502189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1502189.250000 Penalty: 11125.513672
	Iteration 49Q: 3 clusters Score -1502189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1502190.125000 Penalty: 11125.513672
	Iteration 50Q: 3 clusters Score -1502190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1502191.625000 Penalty: 11125.513672
	Iteration 51Q: 3 clusters Score -1502192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1502191.625000 Penalty: 11125.513672
	Iteration 52F: 3 clusters Score -1502192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Entering Unmasked Estep 
Score: -11257180.000000 Penalty: 6756.444824
	Iteration 0F: 2 clusters Score -1.125718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -11213756.000000 Penalty: 13512.889648
	Iteration 0F: 3 clusters Score -1.121376e+07 nChanged 27485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -11228302.000000 Penalty: 13512.889648
	Iteration 1F: 3 clusters Score -1.12283e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -11229195.000000 Penalty: 13512.889648
	Iteration 2Q: 3 clusters Score -1.12292e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -11230053.000000 Penalty: 13512.889648
	Iteration 3Q: 3 clusters Score -1.123005e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -11230770.000000 Penalty: 13512.889648
	Iteration 4Q: 3 clusters Score -1.123077e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -11231429.000000 Penalty: 13512.889648
	Iteration 5Q: 3 clusters Score -1.123143e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -11232084.000000 Penalty: 13512.889648
	Iteration 6Q: 3 clusters Score -1.123208e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -11233043.000000 Penalty: 13512.889648
	Iteration 7Q: 3 clusters Score -1.123304e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -11234253.000000 Penalty: 13512.889648
	Iteration 8Q: 3 clusters Score -1.123425e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -11235914.000000 Penalty: 13512.889648
	Iteration 9Q: 3 clusters Score -1.123591e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -11238116.000000 Penalty: 13512.889648
	Iteration 10F: 3 clusters Score -1.123812e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -11240737.000000 Penalty: 13512.889648
	Iteration 11F: 3 clusters Score -1.124074e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -11243395.000000 Penalty: 13512.889648
	Iteration 12F: 3 clusters Score -1.12434e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -11245830.000000 Penalty: 13512.889648
	Iteration 13F: 3 clusters Score -1.124583e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -11247791.000000 Penalty: 13512.889648
	Iteration 14Q: 3 clusters Score -1.124779e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -11249462.000000 Penalty: 13512.889648
	Iteration 15Q: 3 clusters Score -1.124946e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -11250755.000000 Penalty: 13512.889648
	Iteration 16Q: 3 clusters Score -1.125076e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11251904.000000 Penalty: 13512.889648
	Iteration 17Q: 3 clusters Score -1.12519e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -11252646.000000 Penalty: 13512.889648
	Iteration 18Q: 3 clusters Score -1.125265e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -11253029.000000 Penalty: 13512.889648
	Iteration 19Q: 3 clusters Score -1.125303e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -11253274.000000 Penalty: 13512.889648
	Iteration 20F: 3 clusters Score -1.125327e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -11253409.000000 Penalty: 13512.889648
	Iteration 21Q: 3 clusters Score -1.125341e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -11253504.000000 Penalty: 13512.889648
	Iteration 22Q: 3 clusters Score -1.12535e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -11253593.000000 Penalty: 13512.889648
	Iteration 23Q: 3 clusters Score -1.125359e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -11253633.000000 Penalty: 13512.889648
	Iteration 24Q: 3 clusters Score -1.125363e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -11253672.000000 Penalty: 13512.889648
	Iteration 25Q: 3 clusters Score -1.125367e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -11253687.000000 Penalty: 13512.889648
	Iteration 26Q: 3 clusters Score -1.125369e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -11253705.000000 Penalty: 13512.889648
	Iteration 27Q: 3 clusters Score -1.12537e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -11253713.000000 Penalty: 13512.889648
	Iteration 28Q: 3 clusters Score -1.125371e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -11253681.000000 Penalty: 13512.889648
	Iteration 29Q: 3 clusters Score -1.125368e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -11253712.000000 Penalty: 13512.889648
	Iteration 30Q: 3 clusters Score -1.125371e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -11253750.000000 Penalty: 13512.889648
	Iteration 31Q: 3 clusters Score -1.125375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -11253742.000000 Penalty: 13512.889648
	Iteration 32Q: 3 clusters Score -1.125374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -11253741.000000 Penalty: 13512.889648
	Iteration 33Q: 3 clusters Score -1.125374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -11253777.000000 Penalty: 13512.889648
	Iteration 34Q: 3 clusters Score -1.125378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -11253778.000000 Penalty: 13512.889648
	Iteration 35Q: 3 clusters Score -1.125378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11253762.000000 Penalty: 13512.889648
	Iteration 36Q: 3 clusters Score -1.125376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -11253777.000000 Penalty: 13512.889648
	Iteration 37Q: 3 clusters Score -1.125378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -11253780.000000 Penalty: 13512.889648
	Iteration 38Q: 3 clusters Score -1.125378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -11253780.000000 Penalty: 13512.889648
	Iteration 39Q: 3 clusters Score -1.125378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -11253790.000000 Penalty: 13512.889648
	Iteration 40F: 3 clusters Score -1.125379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -11253801.000000 Penalty: 13512.889648
	Iteration 41Q: 3 clusters Score -1.12538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -11253801.000000 Penalty: 13512.889648
	Iteration 42Q: 3 clusters Score -1.12538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -11253810.000000 Penalty: 13512.889648
	Iteration 43Q: 3 clusters Score -1.125381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -11253805.000000 Penalty: 13512.889648
	Iteration 44Q: 3 clusters Score -1.12538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -11253811.000000 Penalty: 13512.889648
	Iteration 45Q: 3 clusters Score -1.125381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -11253810.000000 Penalty: 13512.889648
	Iteration 46Q: 3 clusters Score -1.125381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -11253795.000000 Penalty: 13512.889648
	Iteration 47Q: 3 clusters Score -1.12538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -11253804.000000 Penalty: 13512.889648
	Iteration 48Q: 3 clusters Score -1.12538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -11253788.000000 Penalty: 13512.889648
	Iteration 49Q: 3 clusters Score -1.125379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -11253793.000000 Penalty: 13512.889648
	Iteration 50Q: 3 clusters Score -1.125379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -11253793.000000 Penalty: 13512.889648
	Iteration 51F: 3 clusters Score -1.125379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179206 members 
Entering Unmasked Estep 
Score: -32329162.000000 Penalty: 7408.978516
	Iteration 0F: 2 clusters Score -3.232916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -32208618.000000 Penalty: 14817.957031
	Iteration 0F: 3 clusters Score -3.220862e+07 nChanged 83782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -32255538.000000 Penalty: 14817.957031
	Iteration 1F: 3 clusters Score -3.225554e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -32256770.000000 Penalty: 14817.957031
	Iteration 2Q: 3 clusters Score -3.225677e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -32257960.000000 Penalty: 14817.957031
	Iteration 3Q: 3 clusters Score -3.225796e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -32259172.000000 Penalty: 14817.957031
	Iteration 4Q: 3 clusters Score -3.225917e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -32260816.000000 Penalty: 14817.957031
	Iteration 5Q: 3 clusters Score -3.226082e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -32262512.000000 Penalty: 14817.957031
	Iteration 6Q: 3 clusters Score -3.226251e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -32264918.000000 Penalty: 14817.957031
	Iteration 7Q: 3 clusters Score -3.226492e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -32267648.000000 Penalty: 14817.957031
	Iteration 8Q: 3 clusters Score -3.226765e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -32271124.000000 Penalty: 14817.957031
	Iteration 9Q: 3 clusters Score -3.227112e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -32275360.000000 Penalty: 14817.957031
	Iteration 10Q: 3 clusters Score -3.227536e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -32278994.000000 Penalty: 14817.957031
	Iteration 11Q: 3 clusters Score -3.227899e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -32282032.000000 Penalty: 14817.957031
	Iteration 12Q: 3 clusters Score -3.228203e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -32284376.000000 Penalty: 14817.957031
	Iteration 13Q: 3 clusters Score -3.228438e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 105607 members 
Entering Unmasked Estep 
Score: -32286528.000000 Penalty: 14817.957031
	Iteration 14Q: 3 clusters Score -3.228653e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -32288490.000000 Penalty: 14817.957031
	Iteration 15Q: 3 clusters Score -3.228849e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 114738 members 
Entering Unmasked Estep 
Score: -32290312.000000 Penalty: 14817.957031
	Iteration 16Q: 3 clusters Score -3.229031e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -32292382.000000 Penalty: 14817.957031
	Iteration 17Q: 3 clusters Score -3.229238e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -32294738.000000 Penalty: 14817.957031
	Iteration 18Q: 3 clusters Score -3.229474e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -32297394.000000 Penalty: 14817.957031
	Iteration 19Q: 3 clusters Score -3.229739e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -32300400.000000 Penalty: 14817.957031
	Iteration 20F: 3 clusters Score -3.23004e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -32303780.000000 Penalty: 14817.957031
	Iteration 21Q: 3 clusters Score -3.230378e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 152830 members 
Entering Unmasked Estep 
Score: -32307246.000000 Penalty: 14817.957031
	Iteration 22Q: 3 clusters Score -3.230725e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -32310918.000000 Penalty: 14817.957031
	Iteration 23Q: 3 clusters Score -3.231092e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -32314484.000000 Penalty: 14817.957031
	Iteration 24Q: 3 clusters Score -3.231448e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -32317434.000000 Penalty: 14817.957031
	Iteration 25Q: 3 clusters Score -3.231743e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -32319490.000000 Penalty: 14817.957031
	Iteration 26Q: 3 clusters Score -3.231949e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -32320664.000000 Penalty: 14817.957031
	Iteration 27Q: 3 clusters Score -3.232066e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -32321486.000000 Penalty: 14817.957031
	Iteration 28Q: 3 clusters Score -3.232149e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -32321960.000000 Penalty: 14817.957031
	Iteration 29Q: 3 clusters Score -3.232196e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 176582 members 
Entering Unmasked Estep 
Score: -32322214.000000 Penalty: 14817.957031
	Iteration 30Q: 3 clusters Score -3.232221e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -32322396.000000 Penalty: 14817.957031
	Iteration 31Q: 3 clusters Score -3.23224e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -32322530.000000 Penalty: 14817.957031
	Iteration 32Q: 3 clusters Score -3.232253e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 177227 members 
Entering Unmasked Estep 
Score: -32322676.000000 Penalty: 14817.957031
	Iteration 33Q: 3 clusters Score -3.232268e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -32322804.000000 Penalty: 14817.957031
	Iteration 34Q: 3 clusters Score -3.23228e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 177390 members 
Entering Unmasked Estep 
Score: -32322836.000000 Penalty: 14817.957031
	Iteration 35Q: 3 clusters Score -3.232284e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -32322856.000000 Penalty: 14817.957031
	Iteration 36Q: 3 clusters Score -3.232286e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -32322892.000000 Penalty: 14817.957031
	Iteration 37Q: 3 clusters Score -3.232289e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -32322888.000000 Penalty: 14817.957031
	Iteration 38Q: 3 clusters Score -3.232289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -32322926.000000 Penalty: 14817.957031
	Iteration 39Q: 3 clusters Score -3.232293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -32322942.000000 Penalty: 14817.957031
	Iteration 40F: 3 clusters Score -3.232294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -32322956.000000 Penalty: 14817.957031
	Iteration 41Q: 3 clusters Score -3.232296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 177540 members 
Entering Unmasked Estep 
Score: -32322968.000000 Penalty: 14817.957031
	Iteration 42Q: 3 clusters Score -3.232297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 177544 members 
Entering Unmasked Estep 
Score: -32322954.000000 Penalty: 14817.957031
	Iteration 43Q: 3 clusters Score -3.232295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -32322946.000000 Penalty: 14817.957031
	Iteration 44Q: 3 clusters Score -3.232295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -32322968.000000 Penalty: 14817.957031
	Iteration 45Q: 3 clusters Score -3.232297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 177551 members 
Entering Unmasked Estep 
Score: -32322964.000000 Penalty: 14817.957031
	Iteration 46Q: 3 clusters Score -3.232296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -32322970.000000 Penalty: 14817.957031
	Iteration 47Q: 3 clusters Score -3.232297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -32322980.000000 Penalty: 14817.957031
	Iteration 48Q: 3 clusters Score -3.232298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -32322984.000000 Penalty: 14817.957031
	Iteration 49Q: 3 clusters Score -3.232298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -32322984.000000 Penalty: 14817.957031
	Iteration 50F: 3 clusters Score -3.232298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -165763.375000 Penalty: 4303.142090
	Iteration 0F: 2 clusters Score -165763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161724.687500 Penalty: 8606.284180
	Iteration 0F: 3 clusters Score -161724.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -162895.078125 Penalty: 8606.284180
	Iteration 1F: 3 clusters Score -162895.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -163596.765625 Penalty: 8606.284180
	Iteration 2F: 3 clusters Score -163596.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -164231.156250 Penalty: 8606.284180
	Iteration 3F: 3 clusters Score -164231.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -164749.968750 Penalty: 8606.284180
	Iteration 4F: 3 clusters Score -164750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -164927.125000 Penalty: 8606.284180
	Iteration 5Q: 3 clusters Score -164927.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165009.250000 Penalty: 8606.284180
	Iteration 6Q: 3 clusters Score -165009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165060.984375 Penalty: 8606.284180
	Iteration 7Q: 3 clusters Score -165061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165107.203125 Penalty: 8606.284180
	Iteration 8Q: 3 clusters Score -165107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -165132.968750 Penalty: 8606.284180
	Iteration 9Q: 3 clusters Score -165133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165144.781250 Penalty: 8606.284180
	Iteration 10Q: 3 clusters Score -165144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165150.812500 Penalty: 8606.284180
	Iteration 11Q: 3 clusters Score -165150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165154.890625 Penalty: 8606.284180
	Iteration 12Q: 3 clusters Score -165154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165168.984375 Penalty: 8606.284180
	Iteration 13Q: 3 clusters Score -165169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -165175.453125 Penalty: 8606.284180
	Iteration 14Q: 3 clusters Score -165175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165177.906250 Penalty: 8606.284180
	Iteration 15Q: 3 clusters Score -165177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165183.500000 Penalty: 8606.284180
	Iteration 16Q: 3 clusters Score -165183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165189.375000 Penalty: 8606.284180
	Iteration 17Q: 3 clusters Score -165189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165189.375000 Penalty: 8606.284180
	Iteration 18F: 3 clusters Score -165189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -2245873.500000 Penalty: 5775.799805
	Iteration 0F: 2 clusters Score -2245874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2234074.250000 Penalty: 11551.599609
	Iteration 0F: 3 clusters Score -2234074 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2236783.500000 Penalty: 11551.599609
	Iteration 1F: 3 clusters Score -2236784 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2237301.500000 Penalty: 11551.599609
	Iteration 2F: 3 clusters Score -2237302 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2237615.250000 Penalty: 11551.599609
	Iteration 3Q: 3 clusters Score -2237615 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2237853.250000 Penalty: 11551.599609
	Iteration 4Q: 3 clusters Score -2237853 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2238076.250000 Penalty: 11551.599609
	Iteration 5Q: 3 clusters Score -2238076 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2238290.250000 Penalty: 11551.599609
	Iteration 6Q: 3 clusters Score -2238290 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2238485.250000 Penalty: 11551.599609
	Iteration 7Q: 3 clusters Score -2238485 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2238686.000000 Penalty: 11551.599609
	Iteration 8Q: 3 clusters Score -2238686 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2238908.750000 Penalty: 11551.599609
	Iteration 9Q: 3 clusters Score -2238909 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2239127.250000 Penalty: 11551.599609
	Iteration 10Q: 3 clusters Score -2239127 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2239351.250000 Penalty: 11551.599609
	Iteration 11Q: 3 clusters Score -2239351 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2239555.250000 Penalty: 11551.599609
	Iteration 12Q: 3 clusters Score -2239555 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2239750.750000 Penalty: 11551.599609
	Iteration 13Q: 3 clusters Score -2239751 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2239931.500000 Penalty: 11551.599609
	Iteration 14Q: 3 clusters Score -2239932 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2240063.750000 Penalty: 11551.599609
	Iteration 15Q: 3 clusters Score -2240064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2240179.750000 Penalty: 11551.599609
	Iteration 16Q: 3 clusters Score -2240180 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2240259.750000 Penalty: 11551.599609
	Iteration 17Q: 3 clusters Score -2240260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2240346.000000 Penalty: 11551.599609
	Iteration 18Q: 3 clusters Score -2240346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2240421.250000 Penalty: 11551.599609
	Iteration 19Q: 3 clusters Score -2240421 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2240473.750000 Penalty: 11551.599609
	Iteration 20F: 3 clusters Score -2240474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2240532.000000 Penalty: 11551.599609
	Iteration 21Q: 3 clusters Score -2240532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2240577.000000 Penalty: 11551.599609
	Iteration 22Q: 3 clusters Score -2240577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2240631.250000 Penalty: 11551.599609
	Iteration 23Q: 3 clusters Score -2240631 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2240670.500000 Penalty: 11551.599609
	Iteration 24Q: 3 clusters Score -2240670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2240711.750000 Penalty: 11551.599609
	Iteration 25Q: 3 clusters Score -2240712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2240742.500000 Penalty: 11551.599609
	Iteration 26Q: 3 clusters Score -2240742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2240766.500000 Penalty: 11551.599609
	Iteration 27Q: 3 clusters Score -2240766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2240783.250000 Penalty: 11551.599609
	Iteration 28Q: 3 clusters Score -2240783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2240806.500000 Penalty: 11551.599609
	Iteration 29Q: 3 clusters Score -2240806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2240829.500000 Penalty: 11551.599609
	Iteration 30Q: 3 clusters Score -2240830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2240845.250000 Penalty: 11551.599609
	Iteration 31Q: 3 clusters Score -2240845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2240858.750000 Penalty: 11551.599609
	Iteration 32Q: 3 clusters Score -2240859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2240867.750000 Penalty: 11551.599609
	Iteration 33Q: 3 clusters Score -2240868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2240888.000000 Penalty: 11551.599609
	Iteration 34Q: 3 clusters Score -2240888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2240900.750000 Penalty: 11551.599609
	Iteration 35Q: 3 clusters Score -2240901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2240918.250000 Penalty: 11551.599609
	Iteration 36Q: 3 clusters Score -2240918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2240933.500000 Penalty: 11551.599609
	Iteration 37Q: 3 clusters Score -2240934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2240949.750000 Penalty: 11551.599609
	Iteration 38Q: 3 clusters Score -2240950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2240985.000000 Penalty: 11551.599609
	Iteration 39Q: 3 clusters Score -2240985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2241029.750000 Penalty: 11551.599609
	Iteration 40F: 3 clusters Score -2241030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2241077.500000 Penalty: 11551.599609
	Iteration 41Q: 3 clusters Score -2241078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2241142.250000 Penalty: 11551.599609
	Iteration 42Q: 3 clusters Score -2241142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2241199.250000 Penalty: 11551.599609
	Iteration 43Q: 3 clusters Score -2241199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2241252.000000 Penalty: 11551.599609
	Iteration 44Q: 3 clusters Score -2241252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2241308.250000 Penalty: 11551.599609
	Iteration 45Q: 3 clusters Score -2241308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2241349.000000 Penalty: 11551.599609
	Iteration 46Q: 3 clusters Score -2241349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2241392.750000 Penalty: 11551.599609
	Iteration 47Q: 3 clusters Score -2241393 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2241450.000000 Penalty: 11551.599609
	Iteration 48Q: 3 clusters Score -2241450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2241488.500000 Penalty: 11551.599609
	Iteration 49Q: 3 clusters Score -2241488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2241519.500000 Penalty: 11551.599609
	Iteration 50Q: 3 clusters Score -2241520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2241540.000000 Penalty: 11551.599609
	Iteration 51Q: 3 clusters Score -2241540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2241555.500000 Penalty: 11551.599609
	Iteration 52Q: 3 clusters Score -2241556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2241575.250000 Penalty: 11551.599609
	Iteration 53Q: 3 clusters Score -2241575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2241583.000000 Penalty: 11551.599609
	Iteration 54Q: 3 clusters Score -2241583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2241597.000000 Penalty: 11551.599609
	Iteration 55Q: 3 clusters Score -2241597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2241606.250000 Penalty: 11551.599609
	Iteration 56Q: 3 clusters Score -2241606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2241617.000000 Penalty: 11551.599609
	Iteration 57Q: 3 clusters Score -2241617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2241624.000000 Penalty: 11551.599609
	Iteration 58Q: 3 clusters Score -2241624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2241636.500000 Penalty: 11551.599609
	Iteration 59Q: 3 clusters Score -2241636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2241652.000000 Penalty: 11551.599609
	Iteration 60F: 3 clusters Score -2241652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2241663.000000 Penalty: 11551.599609
	Iteration 61Q: 3 clusters Score -2241663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2241666.750000 Penalty: 11551.599609
	Iteration 62Q: 3 clusters Score -2241667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2241669.250000 Penalty: 11551.599609
	Iteration 63Q: 3 clusters Score -2241669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2241681.000000 Penalty: 11551.599609
	Iteration 64Q: 3 clusters Score -2241681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2241694.750000 Penalty: 11551.599609
	Iteration 65Q: 3 clusters Score -2241695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2241704.500000 Penalty: 11551.599609
	Iteration 66Q: 3 clusters Score -2241704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2241707.000000 Penalty: 11551.599609
	Iteration 67Q: 3 clusters Score -2241707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2241711.000000 Penalty: 11551.599609
	Iteration 68Q: 3 clusters Score -2241711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2241713.500000 Penalty: 11551.599609
	Iteration 69Q: 3 clusters Score -2241714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2241717.500000 Penalty: 11551.599609
	Iteration 70Q: 3 clusters Score -2241718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2241724.750000 Penalty: 11551.599609
	Iteration 71Q: 3 clusters Score -2241725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2241725.000000 Penalty: 11551.599609
	Iteration 72Q: 3 clusters Score -2241725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2241726.500000 Penalty: 11551.599609
	Iteration 73Q: 3 clusters Score -2241726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2241729.500000 Penalty: 11551.599609
	Iteration 74Q: 3 clusters Score -2241730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2241727.250000 Penalty: 11551.599609
	Iteration 75Q: 3 clusters Score -2241727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2241726.250000 Penalty: 11551.599609
	Iteration 76Q: 3 clusters Score -2241726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2241732.250000 Penalty: 11551.599609
	Iteration 77Q: 3 clusters Score -2241732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2241734.500000 Penalty: 11551.599609
	Iteration 78Q: 3 clusters Score -2241734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2241729.500000 Penalty: 11551.599609
	Iteration 79Q: 3 clusters Score -2241730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2241735.500000 Penalty: 11551.599609
	Iteration 80F: 3 clusters Score -2241736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2241735.000000 Penalty: 11551.599609
	Iteration 81Q: 3 clusters Score -2241735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2241734.750000 Penalty: 11551.599609
	Iteration 82Q: 3 clusters Score -2241735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2241745.500000 Penalty: 11551.599609
	Iteration 83Q: 3 clusters Score -2241746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2241747.500000 Penalty: 11551.599609
	Iteration 84Q: 3 clusters Score -2241748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2241748.750000 Penalty: 11551.599609
	Iteration 85Q: 3 clusters Score -2241749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2241753.250000 Penalty: 11551.599609
	Iteration 86Q: 3 clusters Score -2241753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2241756.500000 Penalty: 11551.599609
	Iteration 87Q: 3 clusters Score -2241756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2241762.500000 Penalty: 11551.599609
	Iteration 88Q: 3 clusters Score -2241762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2241760.000000 Penalty: 11551.599609
	Iteration 89Q: 3 clusters Score -2241760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2241760.750000 Penalty: 11551.599609
	Iteration 90Q: 3 clusters Score -2241761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2241765.750000 Penalty: 11551.599609
	Iteration 91Q: 3 clusters Score -2241766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2241767.500000 Penalty: 11551.599609
	Iteration 92Q: 3 clusters Score -2241768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2241771.500000 Penalty: 11551.599609
	Iteration 93Q: 3 clusters Score -2241772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2241774.000000 Penalty: 11551.599609
	Iteration 94Q: 3 clusters Score -2241774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2241779.250000 Penalty: 11551.599609
	Iteration 95Q: 3 clusters Score -2241779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2241779.000000 Penalty: 11551.599609
	Iteration 96Q: 3 clusters Score -2241779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2241778.750000 Penalty: 11551.599609
	Iteration 97Q: 3 clusters Score -2241779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2241780.250000 Penalty: 11551.599609
	Iteration 98Q: 3 clusters Score -2241780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2241786.250000 Penalty: 11551.599609
	Iteration 99Q: 3 clusters Score -2241786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2241785.750000 Penalty: 11551.599609
	Iteration 100F: 3 clusters Score -2241786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2241783.000000 Penalty: 11551.599609
	Iteration 101Q: 3 clusters Score -2241783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2241788.000000 Penalty: 11551.599609
	Iteration 102Q: 3 clusters Score -2241788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2241798.750000 Penalty: 11551.599609
	Iteration 103Q: 3 clusters Score -2241799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2241797.250000 Penalty: 11551.599609
	Iteration 104Q: 3 clusters Score -2241797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2241800.750000 Penalty: 11551.599609
	Iteration 105Q: 3 clusters Score -2241801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2241796.750000 Penalty: 11551.599609
	Iteration 106Q: 3 clusters Score -2241797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2241797.500000 Penalty: 11551.599609
	Iteration 107Q: 3 clusters Score -2241798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2241798.000000 Penalty: 11551.599609
	Iteration 108Q: 3 clusters Score -2241798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2241798.500000 Penalty: 11551.599609
	Iteration 109Q: 3 clusters Score -2241798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2241796.000000 Penalty: 11551.599609
	Iteration 110Q: 3 clusters Score -2241796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2241796.000000 Penalty: 11551.599609
	Iteration 111F: 3 clusters Score -2241796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Entering Unmasked Estep 
Score: -11076417.000000 Penalty: 6750.144043
	Iteration 0F: 2 clusters Score -1.107642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -11033708.000000 Penalty: 13500.288086
	Iteration 0F: 3 clusters Score -1.103371e+07 nChanged 27243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -11048381.000000 Penalty: 13500.288086
	Iteration 1F: 3 clusters Score -1.104838e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -11049134.000000 Penalty: 13500.288086
	Iteration 2Q: 3 clusters Score -1.104913e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -11049820.000000 Penalty: 13500.288086
	Iteration 3Q: 3 clusters Score -1.104982e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -11050340.000000 Penalty: 13500.288086
	Iteration 4Q: 3 clusters Score -1.105034e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -11050711.000000 Penalty: 13500.288086
	Iteration 5Q: 3 clusters Score -1.105071e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -11051101.000000 Penalty: 13500.288086
	Iteration 6Q: 3 clusters Score -1.10511e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -11051450.000000 Penalty: 13500.288086
	Iteration 7Q: 3 clusters Score -1.105145e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -11051759.000000 Penalty: 13500.288086
	Iteration 8Q: 3 clusters Score -1.105176e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -11052224.000000 Penalty: 13500.288086
	Iteration 9Q: 3 clusters Score -1.105222e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -11052560.000000 Penalty: 13500.288086
	Iteration 10Q: 3 clusters Score -1.105256e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -11053088.000000 Penalty: 13500.288086
	Iteration 11Q: 3 clusters Score -1.105309e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -11053736.000000 Penalty: 13500.288086
	Iteration 12Q: 3 clusters Score -1.105374e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -11054411.000000 Penalty: 13500.288086
	Iteration 13Q: 3 clusters Score -1.105441e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -11055267.000000 Penalty: 13500.288086
	Iteration 14Q: 3 clusters Score -1.105527e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -11056420.000000 Penalty: 13500.288086
	Iteration 15Q: 3 clusters Score -1.105642e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -11057903.000000 Penalty: 13500.288086
	Iteration 16Q: 3 clusters Score -1.10579e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -11059531.000000 Penalty: 13500.288086
	Iteration 17Q: 3 clusters Score -1.105953e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -11061310.000000 Penalty: 13500.288086
	Iteration 18Q: 3 clusters Score -1.106131e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -11063117.000000 Penalty: 13500.288086
	Iteration 19Q: 3 clusters Score -1.106312e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -11064789.000000 Penalty: 13500.288086
	Iteration 20F: 3 clusters Score -1.106479e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -11066314.000000 Penalty: 13500.288086
	Iteration 21Q: 3 clusters Score -1.106631e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -11067584.000000 Penalty: 13500.288086
	Iteration 22Q: 3 clusters Score -1.106758e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -11068502.000000 Penalty: 13500.288086
	Iteration 23Q: 3 clusters Score -1.10685e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -11069166.000000 Penalty: 13500.288086
	Iteration 24Q: 3 clusters Score -1.106917e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -11069611.000000 Penalty: 13500.288086
	Iteration 25Q: 3 clusters Score -1.106961e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -11069859.000000 Penalty: 13500.288086
	Iteration 26Q: 3 clusters Score -1.106986e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -11070082.000000 Penalty: 13500.288086
	Iteration 27Q: 3 clusters Score -1.107008e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -11070227.000000 Penalty: 13500.288086
	Iteration 28Q: 3 clusters Score -1.107023e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -11070298.000000 Penalty: 13500.288086
	Iteration 29Q: 3 clusters Score -1.10703e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -11070376.000000 Penalty: 13500.288086
	Iteration 30Q: 3 clusters Score -1.107038e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -11070418.000000 Penalty: 13500.288086
	Iteration 31Q: 3 clusters Score -1.107042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -11070484.000000 Penalty: 13500.288086
	Iteration 32Q: 3 clusters Score -1.107048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -11070553.000000 Penalty: 13500.288086
	Iteration 33Q: 3 clusters Score -1.107055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -11070571.000000 Penalty: 13500.288086
	Iteration 34Q: 3 clusters Score -1.107057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -11070609.000000 Penalty: 13500.288086
	Iteration 35Q: 3 clusters Score -1.107061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -11070629.000000 Penalty: 13500.288086
	Iteration 36Q: 3 clusters Score -1.107063e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -11070655.000000 Penalty: 13500.288086
	Iteration 37Q: 3 clusters Score -1.107066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -11070665.000000 Penalty: 13500.288086
	Iteration 38Q: 3 clusters Score -1.107066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -11070687.000000 Penalty: 13500.288086
	Iteration 39Q: 3 clusters Score -1.107069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -11070707.000000 Penalty: 13500.288086
	Iteration 40F: 3 clusters Score -1.107071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -11070725.000000 Penalty: 13500.288086
	Iteration 41Q: 3 clusters Score -1.107072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -11070742.000000 Penalty: 13500.288086
	Iteration 42Q: 3 clusters Score -1.107074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -11070759.000000 Penalty: 13500.288086
	Iteration 43Q: 3 clusters Score -1.107076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -11070755.000000 Penalty: 13500.288086
	Iteration 44Q: 3 clusters Score -1.107076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -11070744.000000 Penalty: 13500.288086
	Iteration 45Q: 3 clusters Score -1.107074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -11070749.000000 Penalty: 13500.288086
	Iteration 46Q: 3 clusters Score -1.107075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -11070770.000000 Penalty: 13500.288086
	Iteration 47Q: 3 clusters Score -1.107077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -11070769.000000 Penalty: 13500.288086
	Iteration 48Q: 3 clusters Score -1.107077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -11070761.000000 Penalty: 13500.288086
	Iteration 49Q: 3 clusters Score -1.107076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -11070763.000000 Penalty: 13500.288086
	Iteration 50Q: 3 clusters Score -1.107076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -11070775.000000 Penalty: 13500.288086
	Iteration 51Q: 3 clusters Score -1.107078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -11070771.000000 Penalty: 13500.288086
	Iteration 52Q: 3 clusters Score -1.107077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -11070777.000000 Penalty: 13500.288086
	Iteration 53Q: 3 clusters Score -1.107078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -11070767.000000 Penalty: 13500.288086
	Iteration 54Q: 3 clusters Score -1.107077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -11070767.000000 Penalty: 13500.288086
	Iteration 55F: 3 clusters Score -1.107077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Entering Unmasked Estep 
Score: -8742637.000000 Penalty: 6606.763184
	Iteration 0F: 2 clusters Score -8742637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -8708076.000000 Penalty: 13213.526367
	Iteration 0F: 3 clusters Score -8708076 nChanged 21212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -8719276.000000 Penalty: 13213.526367
	Iteration 1F: 3 clusters Score -8719276 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8720383.000000 Penalty: 13213.526367
	Iteration 2F: 3 clusters Score -8720383 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -8721579.000000 Penalty: 13213.526367
	Iteration 3F: 3 clusters Score -8721579 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -8722860.000000 Penalty: 13213.526367
	Iteration 4Q: 3 clusters Score -8722860 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -8724211.000000 Penalty: 13213.526367
	Iteration 5F: 3 clusters Score -8724211 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -8725723.000000 Penalty: 13213.526367
	Iteration 6F: 3 clusters Score -8725723 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -8727365.000000 Penalty: 13213.526367
	Iteration 7F: 3 clusters Score -8727365 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -8729312.000000 Penalty: 13213.526367
	Iteration 8F: 3 clusters Score -8729312 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -8731453.000000 Penalty: 13213.526367
	Iteration 9F: 3 clusters Score -8731453 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -8733311.000000 Penalty: 13213.526367
	Iteration 10F: 3 clusters Score -8733311 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -8734887.000000 Penalty: 13213.526367
	Iteration 11Q: 3 clusters Score -8734887 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -8735948.000000 Penalty: 13213.526367
	Iteration 12Q: 3 clusters Score -8735948 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -8736660.000000 Penalty: 13213.526367
	Iteration 13Q: 3 clusters Score -8736660 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -8737199.000000 Penalty: 13213.526367
	Iteration 14Q: 3 clusters Score -8737199 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -8737693.000000 Penalty: 13213.526367
	Iteration 15Q: 3 clusters Score -8737693 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -8738148.000000 Penalty: 13213.526367
	Iteration 16Q: 3 clusters Score -8738148 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -8738595.000000 Penalty: 13213.526367
	Iteration 17Q: 3 clusters Score -8738595 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -8738899.000000 Penalty: 13213.526367
	Iteration 18Q: 3 clusters Score -8738899 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -8739150.000000 Penalty: 13213.526367
	Iteration 19Q: 3 clusters Score -8739150 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -8739295.000000 Penalty: 13213.526367
	Iteration 20F: 3 clusters Score -8739295 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -8739481.000000 Penalty: 13213.526367
	Iteration 21Q: 3 clusters Score -8739481 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -8739544.000000 Penalty: 13213.526367
	Iteration 22Q: 3 clusters Score -8739544 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -8739632.000000 Penalty: 13213.526367
	Iteration 23Q: 3 clusters Score -8739632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -8739671.000000 Penalty: 13213.526367
	Iteration 24Q: 3 clusters Score -8739671 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8739692.000000 Penalty: 13213.526367
	Iteration 25Q: 3 clusters Score -8739692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -8739717.000000 Penalty: 13213.526367
	Iteration 26Q: 3 clusters Score -8739717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8739718.000000 Penalty: 13213.526367
	Iteration 27Q: 3 clusters Score -8739718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8739744.000000 Penalty: 13213.526367
	Iteration 28Q: 3 clusters Score -8739744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -8739747.000000 Penalty: 13213.526367
	Iteration 29Q: 3 clusters Score -8739747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -8739754.000000 Penalty: 13213.526367
	Iteration 30Q: 3 clusters Score -8739754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -8739754.000000 Penalty: 13213.526367
	Iteration 31Q: 3 clusters Score -8739754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -8739786.000000 Penalty: 13213.526367
	Iteration 32Q: 3 clusters Score -8739786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -8739762.000000 Penalty: 13213.526367
	Iteration 33Q: 3 clusters Score -8739762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -8739780.000000 Penalty: 13213.526367
	Iteration 34Q: 3 clusters Score -8739780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -8739790.000000 Penalty: 13213.526367
	Iteration 35Q: 3 clusters Score -8739790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -8739782.000000 Penalty: 13213.526367
	Iteration 36Q: 3 clusters Score -8739782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8739786.000000 Penalty: 13213.526367
	Iteration 37Q: 3 clusters Score -8739786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8739786.000000 Penalty: 13213.526367
	Iteration 38Q: 3 clusters Score -8739786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8739787.000000 Penalty: 13213.526367
	Iteration 39Q: 3 clusters Score -8739787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -8739787.000000 Penalty: 13213.526367
	Iteration 40F: 3 clusters Score -8739787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8739777.000000 Penalty: 13213.526367
	Iteration 41Q: 3 clusters Score -8739777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8739771.000000 Penalty: 13213.526367
	Iteration 42Q: 3 clusters Score -8739771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8739776.000000 Penalty: 13213.526367
	Iteration 43Q: 3 clusters Score -8739776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -8739769.000000 Penalty: 13213.526367
	Iteration 44Q: 3 clusters Score -8739769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8739779.000000 Penalty: 13213.526367
	Iteration 45Q: 3 clusters Score -8739779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -8739773.000000 Penalty: 13213.526367
	Iteration 46Q: 3 clusters Score -8739773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -8739772.000000 Penalty: 13213.526367
	Iteration 47Q: 3 clusters Score -8739772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -8739781.000000 Penalty: 13213.526367
	Iteration 48Q: 3 clusters Score -8739781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -8739786.000000 Penalty: 13213.526367
	Iteration 49Q: 3 clusters Score -8739786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -8739786.000000 Penalty: 13213.526367
	Iteration 50Q: 3 clusters Score -8739786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8739792.000000 Penalty: 13213.526367
	Iteration 51Q: 3 clusters Score -8739792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8739784.000000 Penalty: 13213.526367
	Iteration 52Q: 3 clusters Score -8739784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8739782.000000 Penalty: 13213.526367
	Iteration 53Q: 3 clusters Score -8739782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -8739785.000000 Penalty: 13213.526367
	Iteration 54Q: 3 clusters Score -8739785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -8739773.000000 Penalty: 13213.526367
	Iteration 55Q: 3 clusters Score -8739773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -8739772.000000 Penalty: 13213.526367
	Iteration 56Q: 3 clusters Score -8739772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -8739776.000000 Penalty: 13213.526367
	Iteration 57Q: 3 clusters Score -8739776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -8739776.000000 Penalty: 13213.526367
	Iteration 58F: 3 clusters Score -8739776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -346360.156250 Penalty: 4678.986328
	Iteration 0F: 2 clusters Score -346360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -341465.218750 Penalty: 9357.972656
	Iteration 0F: 3 clusters Score -341465.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -342181.843750 Penalty: 9357.972656
	Iteration 1F: 3 clusters Score -342181.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -342509.843750 Penalty: 9357.972656
	Iteration 2F: 3 clusters Score -342509.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -342835.031250 Penalty: 9357.972656
	Iteration 3F: 3 clusters Score -342835 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -343145.250000 Penalty: 9357.972656
	Iteration 4F: 3 clusters Score -343145.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -343458.875000 Penalty: 9357.972656
	Iteration 5Q: 3 clusters Score -343458.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -343748.093750 Penalty: 9357.972656
	Iteration 6Q: 3 clusters Score -343748.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -343935.281250 Penalty: 9357.972656
	Iteration 7Q: 3 clusters Score -343935.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -344083.125000 Penalty: 9357.972656
	Iteration 8Q: 3 clusters Score -344083.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -344197.468750 Penalty: 9357.972656
	Iteration 9Q: 3 clusters Score -344197.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -344264.281250 Penalty: 9357.972656
	Iteration 10Q: 3 clusters Score -344264.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -344294.125000 Penalty: 9357.972656
	Iteration 11Q: 3 clusters Score -344294.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -344348.343750 Penalty: 9357.972656
	Iteration 12Q: 3 clusters Score -344348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -344407.625000 Penalty: 9357.972656
	Iteration 13Q: 3 clusters Score -344407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -344424.687500 Penalty: 9357.972656
	Iteration 14Q: 3 clusters Score -344424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -344431.375000 Penalty: 9357.972656
	Iteration 15Q: 3 clusters Score -344431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -344438.718750 Penalty: 9357.972656
	Iteration 16Q: 3 clusters Score -344438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -344445.281250 Penalty: 9357.972656
	Iteration 17Q: 3 clusters Score -344445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -344447.406250 Penalty: 9357.972656
	Iteration 18Q: 3 clusters Score -344447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -344448.906250 Penalty: 9357.972656
	Iteration 19Q: 3 clusters Score -344448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -344454.562500 Penalty: 9357.972656
	Iteration 20F: 3 clusters Score -344454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -1386202.125000 Penalty: 5503.278320
	Iteration 0F: 2 clusters Score -1386202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1377168.125000 Penalty: 11006.556641
	Iteration 0F: 3 clusters Score -1377168 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1378893.375000 Penalty: 11006.556641
	Iteration 1F: 3 clusters Score -1378893 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1379329.875000 Penalty: 11006.556641
	Iteration 2F: 3 clusters Score -1379330 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1379583.000000 Penalty: 11006.556641
	Iteration 3Q: 3 clusters Score -1379583 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1379830.750000 Penalty: 11006.556641
	Iteration 4Q: 3 clusters Score -1379831 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1380048.750000 Penalty: 11006.556641
	Iteration 5Q: 3 clusters Score -1380049 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1380201.625000 Penalty: 11006.556641
	Iteration 6Q: 3 clusters Score -1380202 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1380344.125000 Penalty: 11006.556641
	Iteration 7Q: 3 clusters Score -1380344 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1380486.875000 Penalty: 11006.556641
	Iteration 8Q: 3 clusters Score -1380487 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1380609.875000 Penalty: 11006.556641
	Iteration 9Q: 3 clusters Score -1380610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1380701.125000 Penalty: 11006.556641
	Iteration 10Q: 3 clusters Score -1380701 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1380774.750000 Penalty: 11006.556641
	Iteration 11Q: 3 clusters Score -1380775 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1380830.625000 Penalty: 11006.556641
	Iteration 12Q: 3 clusters Score -1380831 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1380886.625000 Penalty: 11006.556641
	Iteration 13Q: 3 clusters Score -1380887 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1380940.250000 Penalty: 11006.556641
	Iteration 14Q: 3 clusters Score -1380940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1380976.250000 Penalty: 11006.556641
	Iteration 15Q: 3 clusters Score -1380976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1381013.000000 Penalty: 11006.556641
	Iteration 16Q: 3 clusters Score -1381013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1381042.125000 Penalty: 11006.556641
	Iteration 17Q: 3 clusters Score -1381042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1381064.875000 Penalty: 11006.556641
	Iteration 18Q: 3 clusters Score -1381065 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1381100.625000 Penalty: 11006.556641
	Iteration 19Q: 3 clusters Score -1381101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1381126.375000 Penalty: 11006.556641
	Iteration 20F: 3 clusters Score -1381126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1381146.625000 Penalty: 11006.556641
	Iteration 21Q: 3 clusters Score -1381147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1381163.500000 Penalty: 11006.556641
	Iteration 22Q: 3 clusters Score -1381164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1381181.750000 Penalty: 11006.556641
	Iteration 23Q: 3 clusters Score -1381182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1381195.375000 Penalty: 11006.556641
	Iteration 24Q: 3 clusters Score -1381195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1381209.875000 Penalty: 11006.556641
	Iteration 25Q: 3 clusters Score -1381210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1381224.875000 Penalty: 11006.556641
	Iteration 26Q: 3 clusters Score -1381225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1381236.375000 Penalty: 11006.556641
	Iteration 27Q: 3 clusters Score -1381236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1381241.375000 Penalty: 11006.556641
	Iteration 28Q: 3 clusters Score -1381241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1381250.125000 Penalty: 11006.556641
	Iteration 29Q: 3 clusters Score -1381250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1381257.250000 Penalty: 11006.556641
	Iteration 30Q: 3 clusters Score -1381257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1381266.500000 Penalty: 11006.556641
	Iteration 31Q: 3 clusters Score -1381266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1381266.750000 Penalty: 11006.556641
	Iteration 32Q: 3 clusters Score -1381267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1381275.875000 Penalty: 11006.556641
	Iteration 33Q: 3 clusters Score -1381276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1381286.375000 Penalty: 11006.556641
	Iteration 34Q: 3 clusters Score -1381286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1381298.750000 Penalty: 11006.556641
	Iteration 35Q: 3 clusters Score -1381299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1381308.375000 Penalty: 11006.556641
	Iteration 36Q: 3 clusters Score -1381308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1381318.750000 Penalty: 11006.556641
	Iteration 37Q: 3 clusters Score -1381319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1381327.125000 Penalty: 11006.556641
	Iteration 38Q: 3 clusters Score -1381327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1381333.250000 Penalty: 11006.556641
	Iteration 39Q: 3 clusters Score -1381333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1381343.250000 Penalty: 11006.556641
	Iteration 40F: 3 clusters Score -1381343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1381349.625000 Penalty: 11006.556641
	Iteration 41Q: 3 clusters Score -1381350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1381362.875000 Penalty: 11006.556641
	Iteration 42Q: 3 clusters Score -1381363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1381372.125000 Penalty: 11006.556641
	Iteration 43Q: 3 clusters Score -1381372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1381388.625000 Penalty: 11006.556641
	Iteration 44Q: 3 clusters Score -1381389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1381402.875000 Penalty: 11006.556641
	Iteration 45Q: 3 clusters Score -1381403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1381412.000000 Penalty: 11006.556641
	Iteration 46Q: 3 clusters Score -1381412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1381427.125000 Penalty: 11006.556641
	Iteration 47Q: 3 clusters Score -1381427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1381436.625000 Penalty: 11006.556641
	Iteration 48Q: 3 clusters Score -1381437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1381448.500000 Penalty: 11006.556641
	Iteration 49Q: 3 clusters Score -1381448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1381462.875000 Penalty: 11006.556641
	Iteration 50Q: 3 clusters Score -1381463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1381471.750000 Penalty: 11006.556641
	Iteration 51Q: 3 clusters Score -1381472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1381480.875000 Penalty: 11006.556641
	Iteration 52Q: 3 clusters Score -1381481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1381488.000000 Penalty: 11006.556641
	Iteration 53Q: 3 clusters Score -1381488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1381493.750000 Penalty: 11006.556641
	Iteration 54Q: 3 clusters Score -1381494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1381500.125000 Penalty: 11006.556641
	Iteration 55Q: 3 clusters Score -1381500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1381505.500000 Penalty: 11006.556641
	Iteration 56Q: 3 clusters Score -1381506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1381510.625000 Penalty: 11006.556641
	Iteration 57Q: 3 clusters Score -1381511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1381518.500000 Penalty: 11006.556641
	Iteration 58Q: 3 clusters Score -1381518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1381526.875000 Penalty: 11006.556641
	Iteration 59Q: 3 clusters Score -1381527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1381534.125000 Penalty: 11006.556641
	Iteration 60F: 3 clusters Score -1381534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1381537.125000 Penalty: 11006.556641
	Iteration 61Q: 3 clusters Score -1381537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1381540.250000 Penalty: 11006.556641
	Iteration 62Q: 3 clusters Score -1381540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1381543.875000 Penalty: 11006.556641
	Iteration 63Q: 3 clusters Score -1381544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1381547.125000 Penalty: 11006.556641
	Iteration 64Q: 3 clusters Score -1381547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1381545.875000 Penalty: 11006.556641
	Iteration 65Q: 3 clusters Score -1381546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1381549.875000 Penalty: 11006.556641
	Iteration 66Q: 3 clusters Score -1381550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1381552.875000 Penalty: 11006.556641
	Iteration 67Q: 3 clusters Score -1381553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1381556.000000 Penalty: 11006.556641
	Iteration 68Q: 3 clusters Score -1381556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1381561.625000 Penalty: 11006.556641
	Iteration 69Q: 3 clusters Score -1381562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1381566.500000 Penalty: 11006.556641
	Iteration 70Q: 3 clusters Score -1381566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1381569.125000 Penalty: 11006.556641
	Iteration 71Q: 3 clusters Score -1381569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1381575.375000 Penalty: 11006.556641
	Iteration 72Q: 3 clusters Score -1381575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1381584.375000 Penalty: 11006.556641
	Iteration 73Q: 3 clusters Score -1381584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1381587.125000 Penalty: 11006.556641
	Iteration 74Q: 3 clusters Score -1381587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1381594.375000 Penalty: 11006.556641
	Iteration 75Q: 3 clusters Score -1381594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1381596.750000 Penalty: 11006.556641
	Iteration 76Q: 3 clusters Score -1381597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1381602.375000 Penalty: 11006.556641
	Iteration 77Q: 3 clusters Score -1381602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1381604.750000 Penalty: 11006.556641
	Iteration 78Q: 3 clusters Score -1381605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1381609.500000 Penalty: 11006.556641
	Iteration 79Q: 3 clusters Score -1381610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1381610.875000 Penalty: 11006.556641
	Iteration 80F: 3 clusters Score -1381611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1381612.500000 Penalty: 11006.556641
	Iteration 81Q: 3 clusters Score -1381612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1381614.750000 Penalty: 11006.556641
	Iteration 82Q: 3 clusters Score -1381615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1381613.875000 Penalty: 11006.556641
	Iteration 83Q: 3 clusters Score -1381614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1381616.250000 Penalty: 11006.556641
	Iteration 84Q: 3 clusters Score -1381616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1381611.875000 Penalty: 11006.556641
	Iteration 85Q: 3 clusters Score -1381612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1381617.250000 Penalty: 11006.556641
	Iteration 86Q: 3 clusters Score -1381617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1381616.750000 Penalty: 11006.556641
	Iteration 87Q: 3 clusters Score -1381617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1381620.125000 Penalty: 11006.556641
	Iteration 88Q: 3 clusters Score -1381620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1381621.875000 Penalty: 11006.556641
	Iteration 89Q: 3 clusters Score -1381622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1381622.125000 Penalty: 11006.556641
	Iteration 90Q: 3 clusters Score -1381622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1381623.875000 Penalty: 11006.556641
	Iteration 91Q: 3 clusters Score -1381624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1381627.750000 Penalty: 11006.556641
	Iteration 92Q: 3 clusters Score -1381628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1381628.000000 Penalty: 11006.556641
	Iteration 93Q: 3 clusters Score -1381628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1381629.000000 Penalty: 11006.556641
	Iteration 94Q: 3 clusters Score -1381629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1381627.875000 Penalty: 11006.556641
	Iteration 95Q: 3 clusters Score -1381628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1381629.500000 Penalty: 11006.556641
	Iteration 96Q: 3 clusters Score -1381630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1381629.750000 Penalty: 11006.556641
	Iteration 97Q: 3 clusters Score -1381630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1381632.375000 Penalty: 11006.556641
	Iteration 98Q: 3 clusters Score -1381632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1381636.625000 Penalty: 11006.556641
	Iteration 99Q: 3 clusters Score -1381637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1381637.375000 Penalty: 11006.556641
	Iteration 100F: 3 clusters Score -1381637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1381638.250000 Penalty: 11006.556641
	Iteration 101Q: 3 clusters Score -1381638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1381641.000000 Penalty: 11006.556641
	Iteration 102Q: 3 clusters Score -1381641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1381644.000000 Penalty: 11006.556641
	Iteration 103Q: 3 clusters Score -1381644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1381647.000000 Penalty: 11006.556641
	Iteration 104Q: 3 clusters Score -1381647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1381649.250000 Penalty: 11006.556641
	Iteration 105Q: 3 clusters Score -1381649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1381653.750000 Penalty: 11006.556641
	Iteration 106Q: 3 clusters Score -1381654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1381656.500000 Penalty: 11006.556641
	Iteration 107Q: 3 clusters Score -1381656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1381657.375000 Penalty: 11006.556641
	Iteration 108Q: 3 clusters Score -1381657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1381657.125000 Penalty: 11006.556641
	Iteration 109Q: 3 clusters Score -1381657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1381659.625000 Penalty: 11006.556641
	Iteration 110Q: 3 clusters Score -1381660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1381660.750000 Penalty: 11006.556641
	Iteration 111Q: 3 clusters Score -1381661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1381661.125000 Penalty: 11006.556641
	Iteration 112Q: 3 clusters Score -1381661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1381657.125000 Penalty: 11006.556641
	Iteration 113Q: 3 clusters Score -1381657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1381661.875000 Penalty: 11006.556641
	Iteration 114Q: 3 clusters Score -1381662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1381660.500000 Penalty: 11006.556641
	Iteration 115Q: 3 clusters Score -1381660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1381663.875000 Penalty: 11006.556641
	Iteration 116Q: 3 clusters Score -1381664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1381664.375000 Penalty: 11006.556641
	Iteration 117Q: 3 clusters Score -1381664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1381666.500000 Penalty: 11006.556641
	Iteration 118Q: 3 clusters Score -1381666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1381666.500000 Penalty: 11006.556641
	Iteration 119Q: 3 clusters Score -1381666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1381667.625000 Penalty: 11006.556641
	Iteration 120F: 3 clusters Score -1381668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1381667.875000 Penalty: 11006.556641
	Iteration 121Q: 3 clusters Score -1381668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1381667.750000 Penalty: 11006.556641
	Iteration 122Q: 3 clusters Score -1381668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1381669.375000 Penalty: 11006.556641
	Iteration 123Q: 3 clusters Score -1381669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1381669.625000 Penalty: 11006.556641
	Iteration 124Q: 3 clusters Score -1381670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1381669.625000 Penalty: 11006.556641
	Iteration 125F: 3 clusters Score -1381670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Entering Unmasked Estep 
Score: -6896104.000000 Penalty: 6472.445312
	Iteration 0F: 2 clusters Score -6896104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -6867656.000000 Penalty: 12944.890625
	Iteration 0F: 3 clusters Score -6867656 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -6876372.500000 Penalty: 12944.890625
	Iteration 1F: 3 clusters Score -6876372 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -6877190.000000 Penalty: 12944.890625
	Iteration 2F: 3 clusters Score -6877190 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -6877837.000000 Penalty: 12944.890625
	Iteration 3Q: 3 clusters Score -6877837 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6878404.000000 Penalty: 12944.890625
	Iteration 4Q: 3 clusters Score -6878404 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -6878998.000000 Penalty: 12944.890625
	Iteration 5Q: 3 clusters Score -6878998 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -6879680.000000 Penalty: 12944.890625
	Iteration 6Q: 3 clusters Score -6879680 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -6880554.500000 Penalty: 12944.890625
	Iteration 7Q: 3 clusters Score -6880554 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6881772.500000 Penalty: 12944.890625
	Iteration 8Q: 3 clusters Score -6881772 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -6883355.000000 Penalty: 12944.890625
	Iteration 9F: 3 clusters Score -6883355 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6884960.500000 Penalty: 12944.890625
	Iteration 10F: 3 clusters Score -6884960 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6886183.000000 Penalty: 12944.890625
	Iteration 11F: 3 clusters Score -6886183 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -6887021.500000 Penalty: 12944.890625
	Iteration 12Q: 3 clusters Score -6887022 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -6887726.500000 Penalty: 12944.890625
	Iteration 13Q: 3 clusters Score -6887726 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6888127.000000 Penalty: 12944.890625
	Iteration 14Q: 3 clusters Score -6888127 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -6888486.500000 Penalty: 12944.890625
	Iteration 15Q: 3 clusters Score -6888486 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -6888686.000000 Penalty: 12944.890625
	Iteration 16Q: 3 clusters Score -6888686 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -6888863.000000 Penalty: 12944.890625
	Iteration 17Q: 3 clusters Score -6888863 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -6889000.500000 Penalty: 12944.890625
	Iteration 18Q: 3 clusters Score -6889000 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -6889054.500000 Penalty: 12944.890625
	Iteration 19Q: 3 clusters Score -6889054 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -6889095.000000 Penalty: 12944.890625
	Iteration 20F: 3 clusters Score -6889095 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -6889162.000000 Penalty: 12944.890625
	Iteration 21Q: 3 clusters Score -6889162 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6889213.500000 Penalty: 12944.890625
	Iteration 22Q: 3 clusters Score -6889214 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -6889233.500000 Penalty: 12944.890625
	Iteration 23Q: 3 clusters Score -6889234 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -6889247.000000 Penalty: 12944.890625
	Iteration 24Q: 3 clusters Score -6889247 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6889252.500000 Penalty: 12944.890625
	Iteration 25Q: 3 clusters Score -6889252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6889274.500000 Penalty: 12944.890625
	Iteration 26Q: 3 clusters Score -6889274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6889307.000000 Penalty: 12944.890625
	Iteration 27Q: 3 clusters Score -6889307 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6889306.500000 Penalty: 12944.890625
	Iteration 28Q: 3 clusters Score -6889306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6889303.000000 Penalty: 12944.890625
	Iteration 29Q: 3 clusters Score -6889303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -6889342.000000 Penalty: 12944.890625
	Iteration 30Q: 3 clusters Score -6889342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6889352.500000 Penalty: 12944.890625
	Iteration 31Q: 3 clusters Score -6889352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -6889352.500000 Penalty: 12944.890625
	Iteration 32Q: 3 clusters Score -6889352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -6889337.000000 Penalty: 12944.890625
	Iteration 33Q: 3 clusters Score -6889337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6889345.500000 Penalty: 12944.890625
	Iteration 34Q: 3 clusters Score -6889346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -6889344.000000 Penalty: 12944.890625
	Iteration 35Q: 3 clusters Score -6889344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -6889363.000000 Penalty: 12944.890625
	Iteration 36Q: 3 clusters Score -6889363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6889401.500000 Penalty: 12944.890625
	Iteration 37Q: 3 clusters Score -6889402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -6889385.000000 Penalty: 12944.890625
	Iteration 38Q: 3 clusters Score -6889385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6889405.000000 Penalty: 12944.890625
	Iteration 39Q: 3 clusters Score -6889405 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6889425.000000 Penalty: 12944.890625
	Iteration 40F: 3 clusters Score -6889425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6889436.000000 Penalty: 12944.890625
	Iteration 41Q: 3 clusters Score -6889436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6889437.000000 Penalty: 12944.890625
	Iteration 42Q: 3 clusters Score -6889437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -6889439.500000 Penalty: 12944.890625
	Iteration 43Q: 3 clusters Score -6889440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -6889457.500000 Penalty: 12944.890625
	Iteration 44Q: 3 clusters Score -6889458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6889458.500000 Penalty: 12944.890625
	Iteration 45Q: 3 clusters Score -6889458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -6889453.500000 Penalty: 12944.890625
	Iteration 46Q: 3 clusters Score -6889454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -6889479.500000 Penalty: 12944.890625
	Iteration 47Q: 3 clusters Score -6889480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -6889489.000000 Penalty: 12944.890625
	Iteration 48Q: 3 clusters Score -6889489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6889485.500000 Penalty: 12944.890625
	Iteration 49Q: 3 clusters Score -6889486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -6889482.500000 Penalty: 12944.890625
	Iteration 50Q: 3 clusters Score -6889482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6889498.500000 Penalty: 12944.890625
	Iteration 51Q: 3 clusters Score -6889498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6889520.000000 Penalty: 12944.890625
	Iteration 52Q: 3 clusters Score -6889520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6889519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -6889515.500000 Penalty: 12944.890625
	Iteration 54Q: 3 clusters Score -6889516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6889526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6889548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -6889545.500000 Penalty: 12944.890625
	Iteration 57Q: 3 clusters Score -6889546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -6889536.500000 Penalty: 12944.890625
	Iteration 58Q: 3 clusters Score -6889536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -6889550.000000 Penalty: 12944.890625
	Iteration 59Q: 3 clusters Score -6889550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -6889564.000000 Penalty: 12944.890625
	Iteration 60F: 3 clusters Score -6889564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -6889567.000000 Penalty: 12944.890625
	Iteration 61Q: 3 clusters Score -6889567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6889575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -6889583.500000 Penalty: 12944.890625
	Iteration 63Q: 3 clusters Score -6889584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -6889570.500000 Penalty: 12944.890625
	Iteration 64Q: 3 clusters Score -6889570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -6889572.500000 Penalty: 12944.890625
	Iteration 65Q: 3 clusters Score -6889572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -6889565.500000 Penalty: 12944.890625
	Iteration 66Q: 3 clusters Score -6889566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -6889569.500000 Penalty: 12944.890625
	Iteration 67Q: 3 clusters Score -6889570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -6889576.500000 Penalty: 12944.890625
	Iteration 68Q: 3 clusters Score -6889576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -6889588.000000 Penalty: 12944.890625
	Iteration 69Q: 3 clusters Score -6889588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -6889590.500000 Penalty: 12944.890625
	Iteration 70Q: 3 clusters Score -6889590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6889589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6889591.500000 Penalty: 12944.890625
	Iteration 72Q: 3 clusters Score -6889592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6889610.500000 Penalty: 12944.890625
	Iteration 73Q: 3 clusters Score -6889610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6889609.500000 Penalty: 12944.890625
	Iteration 74Q: 3 clusters Score -6889610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -6889625.000000 Penalty: 12944.890625
	Iteration 75Q: 3 clusters Score -6889625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -6889634.500000 Penalty: 12944.890625
	Iteration 76Q: 3 clusters Score -6889634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -6889631.000000 Penalty: 12944.890625
	Iteration 77Q: 3 clusters Score -6889631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6889647.000000 Penalty: 12944.890625
	Iteration 78Q: 3 clusters Score -6889647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6889670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -6889658.000000 Penalty: 12944.890625
	Iteration 80F: 3 clusters Score -6889658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -6889660.500000 Penalty: 12944.890625
	Iteration 81Q: 3 clusters Score -6889660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -6889671.000000 Penalty: 12944.890625
	Iteration 82Q: 3 clusters Score -6889671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -6889668.000000 Penalty: 12944.890625
	Iteration 83Q: 3 clusters Score -6889668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -6889679.000000 Penalty: 12944.890625
	Iteration 84Q: 3 clusters Score -6889679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -6889703.000000 Penalty: 12944.890625
	Iteration 85Q: 3 clusters Score -6889703 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -6889691.500000 Penalty: 12944.890625
	Iteration 86Q: 3 clusters Score -6889692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -6889733.000000 Penalty: 12944.890625
	Iteration 87Q: 3 clusters Score -6889733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -6889725.500000 Penalty: 12944.890625
	Iteration 88Q: 3 clusters Score -6889726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -6889743.500000 Penalty: 12944.890625
	Iteration 89Q: 3 clusters Score -6889744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6889760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6889764.000000 Penalty: 12944.890625
	Iteration 91Q: 3 clusters Score -6889764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6889768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -6889796.500000 Penalty: 12944.890625
	Iteration 93Q: 3 clusters Score -6889796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -6889812.500000 Penalty: 12944.890625
	Iteration 94Q: 3 clusters Score -6889812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -6889836.000000 Penalty: 12944.890625
	Iteration 95Q: 3 clusters Score -6889836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -6889845.000000 Penalty: 12944.890625
	Iteration 96Q: 3 clusters Score -6889845 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -6889870.000000 Penalty: 12944.890625
	Iteration 97Q: 3 clusters Score -6889870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -6889905.000000 Penalty: 12944.890625
	Iteration 98Q: 3 clusters Score -6889905 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6889898.000000 Penalty: 12944.890625
	Iteration 99Q: 3 clusters Score -6889898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6889921.500000 Penalty: 12944.890625
	Iteration 100F: 3 clusters Score -6889922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6889941.500000 Penalty: 12944.890625
	Iteration 101Q: 3 clusters Score -6889942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -6889954.000000 Penalty: 12944.890625
	Iteration 102Q: 3 clusters Score -6889954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -6889937.500000 Penalty: 12944.890625
	Iteration 103Q: 3 clusters Score -6889938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6889967.000000 Penalty: 12944.890625
	Iteration 104Q: 3 clusters Score -6889967 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -6889983.500000 Penalty: 12944.890625
	Iteration 105Q: 3 clusters Score -6889984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6889997.500000 Penalty: 12944.890625
	Iteration 106Q: 3 clusters Score -6889998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6890012.000000 Penalty: 12944.890625
	Iteration 107Q: 3 clusters Score -6890012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -6890011.000000 Penalty: 12944.890625
	Iteration 108Q: 3 clusters Score -6890011 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -6890050.500000 Penalty: 12944.890625
	Iteration 109Q: 3 clusters Score -6890050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -6890049.000000 Penalty: 12944.890625
	Iteration 110Q: 3 clusters Score -6890049 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -6890068.000000 Penalty: 12944.890625
	Iteration 111Q: 3 clusters Score -6890068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6890088.500000 Penalty: 12944.890625
	Iteration 112Q: 3 clusters Score -6890088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -6890092.000000 Penalty: 12944.890625
	Iteration 113Q: 3 clusters Score -6890092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -6890107.000000 Penalty: 12944.890625
	Iteration 114Q: 3 clusters Score -6890107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -6890120.500000 Penalty: 12944.890625
	Iteration 115Q: 3 clusters Score -6890120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -6890121.500000 Penalty: 12944.890625
	Iteration 116Q: 3 clusters Score -6890122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -6890143.500000 Penalty: 12944.890625
	Iteration 117Q: 3 clusters Score -6890144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -6890155.000000 Penalty: 12944.890625
	Iteration 118Q: 3 clusters Score -6890155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6890159.500000 Penalty: 12944.890625
	Iteration 119Q: 3 clusters Score -6890160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -6890176.000000 Penalty: 12944.890625
	Iteration 120F: 3 clusters Score -6890176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -6890167.000000 Penalty: 12944.890625
	Iteration 121Q: 3 clusters Score -6890167 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -6890181.500000 Penalty: 12944.890625
	Iteration 122Q: 3 clusters Score -6890182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -6890179.000000 Penalty: 12944.890625
	Iteration 123Q: 3 clusters Score -6890179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6890193.000000 Penalty: 12944.890625
	Iteration 124Q: 3 clusters Score -6890193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -6890196.000000 Penalty: 12944.890625
	Iteration 125Q: 3 clusters Score -6890196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -6890194.500000 Penalty: 12944.890625
	Iteration 126Q: 3 clusters Score -6890194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -6890183.500000 Penalty: 12944.890625
	Iteration 127Q: 3 clusters Score -6890184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6890189.000000 Penalty: 12944.890625
	Iteration 128Q: 3 clusters Score -6890189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -6890205.000000 Penalty: 12944.890625
	Iteration 129Q: 3 clusters Score -6890205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6890210.500000 Penalty: 12944.890625
	Iteration 130Q: 3 clusters Score -6890210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -6890217.500000 Penalty: 12944.890625
	Iteration 131Q: 3 clusters Score -6890218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -6890225.000000 Penalty: 12944.890625
	Iteration 132Q: 3 clusters Score -6890225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6890231.000000 Penalty: 12944.890625
	Iteration 133Q: 3 clusters Score -6890231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6890246.500000 Penalty: 12944.890625
	Iteration 134Q: 3 clusters Score -6890246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -6890249.000000 Penalty: 12944.890625
	Iteration 135Q: 3 clusters Score -6890249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -6890255.500000 Penalty: 12944.890625
	Iteration 136Q: 3 clusters Score -6890256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -6890281.500000 Penalty: 12944.890625
	Iteration 137Q: 3 clusters Score -6890282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -6890287.500000 Penalty: 12944.890625
	Iteration 138Q: 3 clusters Score -6890288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -6890282.500000 Penalty: 12944.890625
	Iteration 139Q: 3 clusters Score -6890282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -6890295.500000 Penalty: 12944.890625
	Iteration 140F: 3 clusters Score -6890296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -6890302.000000 Penalty: 12944.890625
	Iteration 141Q: 3 clusters Score -6890302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -6890311.000000 Penalty: 12944.890625
	Iteration 142Q: 3 clusters Score -6890311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -6890325.500000 Penalty: 12944.890625
	Iteration 143Q: 3 clusters Score -6890326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -6890320.500000 Penalty: 12944.890625
	Iteration 144Q: 3 clusters Score -6890320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -6890305.500000 Penalty: 12944.890625
	Iteration 145Q: 3 clusters Score -6890306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -6890301.000000 Penalty: 12944.890625
	Iteration 146Q: 3 clusters Score -6890301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -6890305.000000 Penalty: 12944.890625
	Iteration 147Q: 3 clusters Score -6890305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6890311.500000 Penalty: 12944.890625
	Iteration 148Q: 3 clusters Score -6890312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6890324.500000 Penalty: 12944.890625
	Iteration 149Q: 3 clusters Score -6890324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -6890348.000000 Penalty: 12944.890625
	Iteration 150Q: 3 clusters Score -6890348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6890359.500000 Penalty: 12944.890625
	Iteration 151Q: 3 clusters Score -6890360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -6890361.000000 Penalty: 12944.890625
	Iteration 152Q: 3 clusters Score -6890361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -6890358.500000 Penalty: 12944.890625
	Iteration 153Q: 3 clusters Score -6890358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -6890361.000000 Penalty: 12944.890625
	Iteration 154Q: 3 clusters Score -6890361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -6890360.000000 Penalty: 12944.890625
	Iteration 155Q: 3 clusters Score -6890360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -6890381.000000 Penalty: 12944.890625
	Iteration 156Q: 3 clusters Score -6890381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -6890387.500000 Penalty: 12944.890625
	Iteration 157Q: 3 clusters Score -6890388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -6890371.000000 Penalty: 12944.890625
	Iteration 158Q: 3 clusters Score -6890371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -6890379.000000 Penalty: 12944.890625
	Iteration 159Q: 3 clusters Score -6890379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6890373.000000 Penalty: 12944.890625
	Iteration 160F: 3 clusters Score -6890373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -6890362.500000 Penalty: 12944.890625
	Iteration 161Q: 3 clusters Score -6890362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -6890364.000000 Penalty: 12944.890625
	Iteration 162Q: 3 clusters Score -6890364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -6890368.500000 Penalty: 12944.890625
	Iteration 163Q: 3 clusters Score -6890368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6890379.000000 Penalty: 12944.890625
	Iteration 164Q: 3 clusters Score -6890379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6890363.500000 Penalty: 12944.890625
	Iteration 165Q: 3 clusters Score -6890364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -6890369.500000 Penalty: 12944.890625
	Iteration 166Q: 3 clusters Score -6890370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6890394.000000 Penalty: 12944.890625
	Iteration 167Q: 3 clusters Score -6890394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -6890375.500000 Penalty: 12944.890625
	Iteration 168Q: 3 clusters Score -6890376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6890382.000000 Penalty: 12944.890625
	Iteration 169Q: 3 clusters Score -6890382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -6890397.000000 Penalty: 12944.890625
	Iteration 170Q: 3 clusters Score -6890397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6890388.500000 Penalty: 12944.890625
	Iteration 171Q: 3 clusters Score -6890388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6890375.500000 Penalty: 12944.890625
	Iteration 172Q: 3 clusters Score -6890376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -6890400.000000 Penalty: 12944.890625
	Iteration 173Q: 3 clusters Score -6890400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -6890405.500000 Penalty: 12944.890625
	Iteration 174Q: 3 clusters Score -6890406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -6890404.500000 Penalty: 12944.890625
	Iteration 175Q: 3 clusters Score -6890404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -6890412.000000 Penalty: 12944.890625
	Iteration 176Q: 3 clusters Score -6890412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -6890426.000000 Penalty: 12944.890625
	Iteration 177Q: 3 clusters Score -6890426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -6890411.500000 Penalty: 12944.890625
	Iteration 178Q: 3 clusters Score -6890412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -6890407.500000 Penalty: 12944.890625
	Iteration 179Q: 3 clusters Score -6890408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -6890394.500000 Penalty: 12944.890625
	Iteration 180F: 3 clusters Score -6890394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -6890407.500000 Penalty: 12944.890625
	Iteration 181Q: 3 clusters Score -6890408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -6890450.000000 Penalty: 12944.890625
	Iteration 182Q: 3 clusters Score -6890450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -6890452.500000 Penalty: 12944.890625
	Iteration 183Q: 3 clusters Score -6890452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -6890477.500000 Penalty: 12944.890625
	Iteration 184Q: 3 clusters Score -6890478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -6890464.500000 Penalty: 12944.890625
	Iteration 185Q: 3 clusters Score -6890464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6890474.500000 Penalty: 12944.890625
	Iteration 186Q: 3 clusters Score -6890474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -6890470.500000 Penalty: 12944.890625
	Iteration 187Q: 3 clusters Score -6890470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -6890489.000000 Penalty: 12944.890625
	Iteration 188Q: 3 clusters Score -6890489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -6890489.500000 Penalty: 12944.890625
	Iteration 189Q: 3 clusters Score -6890490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -6890501.500000 Penalty: 12944.890625
	Iteration 190Q: 3 clusters Score -6890502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -6890506.500000 Penalty: 12944.890625
	Iteration 191Q: 3 clusters Score -6890506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -6890507.500000 Penalty: 12944.890625
	Iteration 192Q: 3 clusters Score -6890508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -6890514.000000 Penalty: 12944.890625
	Iteration 193Q: 3 clusters Score -6890514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -6890509.500000 Penalty: 12944.890625
	Iteration 194Q: 3 clusters Score -6890510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -6890513.000000 Penalty: 12944.890625
	Iteration 195Q: 3 clusters Score -6890513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -6890512.500000 Penalty: 12944.890625
	Iteration 196Q: 3 clusters Score -6890512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -6890511.500000 Penalty: 12944.890625
	Iteration 197Q: 3 clusters Score -6890512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -6890523.500000 Penalty: 12944.890625
	Iteration 198Q: 3 clusters Score -6890524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6890502.500000 Penalty: 12944.890625
	Iteration 199Q: 3 clusters Score -6890502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6890515.500000 Penalty: 12944.890625
	Iteration 200F: 3 clusters Score -6890516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -6890508.500000 Penalty: 12944.890625
	Iteration 201Q: 3 clusters Score -6890508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -6890509.500000 Penalty: 12944.890625
	Iteration 202Q: 3 clusters Score -6890510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -6890514.000000 Penalty: 12944.890625
	Iteration 203Q: 3 clusters Score -6890514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -6890521.500000 Penalty: 12944.890625
	Iteration 204Q: 3 clusters Score -6890522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -6890531.500000 Penalty: 12944.890625
	Iteration 205Q: 3 clusters Score -6890532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -6890530.500000 Penalty: 12944.890625
	Iteration 206Q: 3 clusters Score -6890530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6890518.500000 Penalty: 12944.890625
	Iteration 207Q: 3 clusters Score -6890518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -6890515.500000 Penalty: 12944.890625
	Iteration 208Q: 3 clusters Score -6890516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6890513.000000 Penalty: 12944.890625
	Iteration 209Q: 3 clusters Score -6890513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -6890512.000000 Penalty: 12944.890625
	Iteration 210Q: 3 clusters Score -6890512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -6890516.000000 Penalty: 12944.890625
	Iteration 211Q: 3 clusters Score -6890516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -6890511.000000 Penalty: 12944.890625
	Iteration 212Q: 3 clusters Score -6890511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -6890515.000000 Penalty: 12944.890625
	Iteration 213Q: 3 clusters Score -6890515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -6890529.500000 Penalty: 12944.890625
	Iteration 214Q: 3 clusters Score -6890530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -6890526.000000 Penalty: 12944.890625
	Iteration 215Q: 3 clusters Score -6890526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -6890515.000000 Penalty: 12944.890625
	Iteration 216Q: 3 clusters Score -6890515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -6890518.500000 Penalty: 12944.890625
	Iteration 217Q: 3 clusters Score -6890518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -6890518.500000 Penalty: 12944.890625
	Iteration 218F: 3 clusters Score -6890518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -89101.742188 Penalty: 3888.847656
	Iteration 0F: 2 clusters Score -89101.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85728.539062 Penalty: 7777.695312
	Iteration 0F: 3 clusters Score -85728.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86134.390625 Penalty: 7777.695312
	Iteration 1F: 3 clusters Score -86134.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86428.968750 Penalty: 7777.695312
	Iteration 2Q: 3 clusters Score -86428.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86604.468750 Penalty: 7777.695312
	Iteration 3Q: 3 clusters Score -86604.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -86762.023438 Penalty: 7777.695312
	Iteration 4Q: 3 clusters Score -86762.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -86846.906250 Penalty: 7777.695312
	Iteration 5Q: 3 clusters Score -86846.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -86898.593750 Penalty: 7777.695312
	Iteration 6Q: 3 clusters Score -86898.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -86963.781250 Penalty: 7777.695312
	Iteration 7Q: 3 clusters Score -86963.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -87066.570312 Penalty: 7777.695312
	Iteration 8Q: 3 clusters Score -87066.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -87127.406250 Penalty: 7777.695312
	Iteration 9Q: 3 clusters Score -87127.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87162.695312 Penalty: 7777.695312
	Iteration 10Q: 3 clusters Score -87162.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87162.695312 Penalty: 7777.695312
	Iteration 11F: 3 clusters Score -87162.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Entering Unmasked Estep 
Score: -9423436.000000 Penalty: 6648.516602
	Iteration 0F: 2 clusters Score -9423436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -9386651.000000 Penalty: 13297.033203
	Iteration 0F: 3 clusters Score -9386651 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -9398932.000000 Penalty: 13297.033203
	Iteration 1F: 3 clusters Score -9398932 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -9399898.000000 Penalty: 13297.033203
	Iteration 2F: 3 clusters Score -9399898 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -9400612.000000 Penalty: 13297.033203
	Iteration 3Q: 3 clusters Score -9400612 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -9401344.000000 Penalty: 13297.033203
	Iteration 4Q: 3 clusters Score -9401344 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -9402118.000000 Penalty: 13297.033203
	Iteration 5Q: 3 clusters Score -9402118 nChanged 1925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9403619 nChanged 1974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -9404452.000000 Penalty: 13297.033203
	Iteration 8Q: 3 clusters Score -9404452 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -9405365.000000 Penalty: 13297.033203
	Iteration 9Q: 3 clusters Score -9405365 nChanged 2005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9406256 nChanged 1980
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -9407191.000000 Penalty: 13297.033203
	Iteration 11Q: 3 clusters Score -9407191 nChanged 2006
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9408165 nChanged 1933
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9409093 nChanged 1787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9409827 nChanged 1649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -9410516.000000 Penalty: 13297.033203
	Iteration 15Q: 3 clusters Score -9410516 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9410979 nChanged 1214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9411343 nChanged 1044
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9411740 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9412038 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9412287.000000 Penalty: 13297.033203
	Iteration 20F: 3 clusters Score -9412287 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9412485 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9412713 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -9412941.000000 Penalty: 13297.033203
	Iteration 23Q: 3 clusters Score -9412941 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -9413105.000000 Penalty: 13297.033203
	Iteration 24Q: 3 clusters Score -9413105 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -9413218.000000 Penalty: 13297.033203
	Iteration 25Q: 3 clusters Score -9413218 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -9413347.000000 Penalty: 13297.033203
	Iteration 26Q: 3 clusters Score -9413347 nChanged 399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9413441 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9413485 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9413547 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9413610 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -9413639.000000 Penalty: 13297.033203
	Iteration 31Q: 3 clusters Score -9413639 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -9413662.000000 Penalty: 13297.033203
	Iteration 32Q: 3 clusters Score -9413662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -9413709.000000 Penalty: 13297.033203
	Iteration 33Q: 3 clusters Score -9413709 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -9413761.000000 Penalty: 13297.033203
	Iteration 34Q: 3 clusters Score -9413761 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -9413828.000000 Penalty: 13297.033203
	Iteration 35Q: 3 clusters Score -9413828 nChanged 332
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Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -9413881.000000 Penalty: 13297.033203
	Iteration 36Q: 3 clusters Score -9413881 nChanged 321
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Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9413936 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9413975 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9414020 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -9414073.000000 Penalty: 13297.033203
	Iteration 40F: 3 clusters Score -9414073 nChanged 330
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Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9414166 nChanged 321
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Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9414252 nChanged 361
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Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -9414310.000000 Penalty: 13297.033203
	Iteration 43Q: 3 clusters Score -9414310 nChanged 354
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Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -9414385.000000 Penalty: 13297.033203
	Iteration 44Q: 3 clusters Score -9414385 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -9414442.000000 Penalty: 13297.033203
	Iteration 45Q: 3 clusters Score -9414442 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9414525.000000 Penalty: 13297.033203
	Iteration 46Q: 3 clusters Score -9414525 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -9414577.000000 Penalty: 13297.033203
	Iteration 47Q: 3 clusters Score -9414577 nChanged 321
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Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -9414669.000000 Penalty: 13297.033203
	Iteration 48Q: 3 clusters Score -9414669 nChanged 323
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Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -9414729.000000 Penalty: 13297.033203
	Iteration 49Q: 3 clusters Score -9414729 nChanged 330
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9414788.000000 Penalty: 13297.033203
	Iteration 50Q: 3 clusters Score -9414788 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -9414834.000000 Penalty: 13297.033203
	Iteration 51Q: 3 clusters Score -9414834 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -9414909.000000 Penalty: 13297.033203
	Iteration 52Q: 3 clusters Score -9414909 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -9414960.000000 Penalty: 13297.033203
	Iteration 53Q: 3 clusters Score -9414960 nChanged 365
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Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -9415048.000000 Penalty: 13297.033203
	Iteration 54Q: 3 clusters Score -9415048 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -9415134.000000 Penalty: 13297.033203
	Iteration 55Q: 3 clusters Score -9415134 nChanged 339
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Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -9415210.000000 Penalty: 13297.033203
	Iteration 56Q: 3 clusters Score -9415210 nChanged 306
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Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -9415272.000000 Penalty: 13297.033203
	Iteration 57Q: 3 clusters Score -9415272 nChanged 295
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Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -9415359.000000 Penalty: 13297.033203
	Iteration 58Q: 3 clusters Score -9415359 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -9415422.000000 Penalty: 13297.033203
	Iteration 59Q: 3 clusters Score -9415422 nChanged 305
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Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9415522 nChanged 292
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Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9415575 nChanged 306
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Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9415667 nChanged 297
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Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -9415733.000000 Penalty: 13297.033203
	Iteration 63Q: 3 clusters Score -9415733 nChanged 281
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Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9415806.000000 Penalty: 13297.033203
	Iteration 64Q: 3 clusters Score -9415806 nChanged 279
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Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -9415842.000000 Penalty: 13297.033203
	Iteration 65Q: 3 clusters Score -9415842 nChanged 285
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Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -9415917.000000 Penalty: 13297.033203
	Iteration 66Q: 3 clusters Score -9415917 nChanged 278
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Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9415999 nChanged 267
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Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -9416045.000000 Penalty: 13297.033203
	Iteration 68Q: 3 clusters Score -9416045 nChanged 257
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Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -9416136.000000 Penalty: 13297.033203
	Iteration 69Q: 3 clusters Score -9416136 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -9416214.000000 Penalty: 13297.033203
	Iteration 70Q: 3 clusters Score -9416214 nChanged 276
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Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9416305 nChanged 256
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Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -9416372.000000 Penalty: 13297.033203
	Iteration 72Q: 3 clusters Score -9416372 nChanged 255
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Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9416386 nChanged 261
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Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9416450 nChanged 252
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Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9416495 nChanged 236
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Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9416538 nChanged 225
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Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9416624 nChanged 242
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Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9416680 nChanged 227
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Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9416703 nChanged 200
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Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9416768 nChanged 206
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Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9416803 nChanged 188
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Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9416840 nChanged 170
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Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9416884 nChanged 139
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Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9416903 nChanged 134
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Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10275 members 
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	Iteration 86Q: 3 clusters Score -9416975 nChanged 122
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	Iteration 87Q: 3 clusters Score -9417002 nChanged 120
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Mstep: Class 2 contains 10033 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9417049 nChanged 150
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Mstep: Class 2 contains 9730 members 
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	Iteration 90Q: 3 clusters Score -9417082 nChanged 148
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Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9417119 nChanged 130
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9417176 nChanged 134
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9417179 nChanged 120
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Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9417196 nChanged 122
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Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9417204 nChanged 108
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Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9417239 nChanged 110
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Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9417276 nChanged 107
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Mstep: Class 1 contains 43009 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9417284 nChanged 101
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9417328 nChanged 106
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Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -9417358.000000 Penalty: 13297.033203
	Iteration 100F: 3 clusters Score -9417358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -9417358.000000 Penalty: 13297.033203
	Iteration 101Q: 3 clusters Score -9417358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -9417386.000000 Penalty: 13297.033203
	Iteration 102Q: 3 clusters Score -9417386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -9417394.000000 Penalty: 13297.033203
	Iteration 103Q: 3 clusters Score -9417394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -9417402.000000 Penalty: 13297.033203
	Iteration 104Q: 3 clusters Score -9417402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -9417409.000000 Penalty: 13297.033203
	Iteration 105Q: 3 clusters Score -9417409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -9417408.000000 Penalty: 13297.033203
	Iteration 106Q: 3 clusters Score -9417408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -9417427.000000 Penalty: 13297.033203
	Iteration 107Q: 3 clusters Score -9417427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -9417412.000000 Penalty: 13297.033203
	Iteration 108Q: 3 clusters Score -9417412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -9417428.000000 Penalty: 13297.033203
	Iteration 109Q: 3 clusters Score -9417428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -9417446.000000 Penalty: 13297.033203
	Iteration 110Q: 3 clusters Score -9417446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -9417456.000000 Penalty: 13297.033203
	Iteration 111Q: 3 clusters Score -9417456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -9417452.000000 Penalty: 13297.033203
	Iteration 112Q: 3 clusters Score -9417452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -9417434.000000 Penalty: 13297.033203
	Iteration 113Q: 3 clusters Score -9417434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -9417446.000000 Penalty: 13297.033203
	Iteration 114Q: 3 clusters Score -9417446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -9417456.000000 Penalty: 13297.033203
	Iteration 115Q: 3 clusters Score -9417456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -9417476.000000 Penalty: 13297.033203
	Iteration 116Q: 3 clusters Score -9417476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -9417471.000000 Penalty: 13297.033203
	Iteration 117Q: 3 clusters Score -9417471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -9417466.000000 Penalty: 13297.033203
	Iteration 118Q: 3 clusters Score -9417466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -9417468.000000 Penalty: 13297.033203
	Iteration 119Q: 3 clusters Score -9417468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -9417487.000000 Penalty: 13297.033203
	Iteration 120F: 3 clusters Score -9417487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -9417505.000000 Penalty: 13297.033203
	Iteration 121Q: 3 clusters Score -9417505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -9417503.000000 Penalty: 13297.033203
	Iteration 122Q: 3 clusters Score -9417503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -9417523.000000 Penalty: 13297.033203
	Iteration 123Q: 3 clusters Score -9417523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -9417524.000000 Penalty: 13297.033203
	Iteration 124Q: 3 clusters Score -9417524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -9417505.000000 Penalty: 13297.033203
	Iteration 125Q: 3 clusters Score -9417505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -9417523.000000 Penalty: 13297.033203
	Iteration 126Q: 3 clusters Score -9417523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -9417516.000000 Penalty: 13297.033203
	Iteration 127Q: 3 clusters Score -9417516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -9417515.000000 Penalty: 13297.033203
	Iteration 128Q: 3 clusters Score -9417515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -9417514.000000 Penalty: 13297.033203
	Iteration 129Q: 3 clusters Score -9417514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -9417514.000000 Penalty: 13297.033203
	Iteration 130Q: 3 clusters Score -9417514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -9417521.000000 Penalty: 13297.033203
	Iteration 131Q: 3 clusters Score -9417521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -9417525.000000 Penalty: 13297.033203
	Iteration 132Q: 3 clusters Score -9417525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -9417527.000000 Penalty: 13297.033203
	Iteration 133Q: 3 clusters Score -9417527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -9417527.000000 Penalty: 13297.033203
	Iteration 134Q: 3 clusters Score -9417527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9417512.000000 Penalty: 13297.033203
	Iteration 135Q: 3 clusters Score -9417512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -9417509.000000 Penalty: 13297.033203
	Iteration 136Q: 3 clusters Score -9417509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -9417509.000000 Penalty: 13297.033203
	Iteration 137Q: 3 clusters Score -9417509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -9417512.000000 Penalty: 13297.033203
	Iteration 138Q: 3 clusters Score -9417512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -9417519.000000 Penalty: 13297.033203
	Iteration 139Q: 3 clusters Score -9417519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -9417531.000000 Penalty: 13297.033203
	Iteration 140F: 3 clusters Score -9417531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -9417529.000000 Penalty: 13297.033203
	Iteration 141Q: 3 clusters Score -9417529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -9417530.000000 Penalty: 13297.033203
	Iteration 142Q: 3 clusters Score -9417530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -9417529.000000 Penalty: 13297.033203
	Iteration 143Q: 3 clusters Score -9417529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -9417534.000000 Penalty: 13297.033203
	Iteration 144Q: 3 clusters Score -9417534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -9417540.000000 Penalty: 13297.033203
	Iteration 145Q: 3 clusters Score -9417540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -9417544.000000 Penalty: 13297.033203
	Iteration 146Q: 3 clusters Score -9417544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -9417545.000000 Penalty: 13297.033203
	Iteration 147Q: 3 clusters Score -9417545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -9417545.000000 Penalty: 13297.033203
	Iteration 148F: 3 clusters Score -9417545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Entering Unmasked Estep 
Score: -6554532.500000 Penalty: 6432.488281
	Iteration 0F: 2 clusters Score -6554532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6527581.500000 Penalty: 12864.976562
	Iteration 0F: 3 clusters Score -6527582 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6535785.000000 Penalty: 12864.976562
	Iteration 1F: 3 clusters Score -6535785 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6536728.500000 Penalty: 12864.976562
	Iteration 2F: 3 clusters Score -6536728 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -6537593.500000 Penalty: 12864.976562
	Iteration 3Q: 3 clusters Score -6537594 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -6538594.000000 Penalty: 12864.976562
	Iteration 4Q: 3 clusters Score -6538594 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -6539748.000000 Penalty: 12864.976562
	Iteration 5F: 3 clusters Score -6539748 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -6541270.000000 Penalty: 12864.976562
	Iteration 6F: 3 clusters Score -6541270 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -6542905.000000 Penalty: 12864.976562
	Iteration 7F: 3 clusters Score -6542905 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -6544459.000000 Penalty: 12864.976562
	Iteration 8F: 3 clusters Score -6544459 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -6545623.500000 Penalty: 12864.976562
	Iteration 9F: 3 clusters Score -6545624 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -6546378.000000 Penalty: 12864.976562
	Iteration 10Q: 3 clusters Score -6546378 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -6546825.500000 Penalty: 12864.976562
	Iteration 11Q: 3 clusters Score -6546826 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -6547079.000000 Penalty: 12864.976562
	Iteration 12Q: 3 clusters Score -6547079 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -6547246.500000 Penalty: 12864.976562
	Iteration 13Q: 3 clusters Score -6547246 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -6547367.000000 Penalty: 12864.976562
	Iteration 14Q: 3 clusters Score -6547367 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -6547454.500000 Penalty: 12864.976562
	Iteration 15Q: 3 clusters Score -6547454 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6547513.500000 Penalty: 12864.976562
	Iteration 16Q: 3 clusters Score -6547514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -6547570.500000 Penalty: 12864.976562
	Iteration 17Q: 3 clusters Score -6547570 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -6547657.000000 Penalty: 12864.976562
	Iteration 18Q: 3 clusters Score -6547657 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -6547702.000000 Penalty: 12864.976562
	Iteration 19Q: 3 clusters Score -6547702 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -6547765.500000 Penalty: 12864.976562
	Iteration 20F: 3 clusters Score -6547766 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -6547833.000000 Penalty: 12864.976562
	Iteration 21Q: 3 clusters Score -6547833 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -6547877.500000 Penalty: 12864.976562
	Iteration 22Q: 3 clusters Score -6547878 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -6547964.500000 Penalty: 12864.976562
	Iteration 23Q: 3 clusters Score -6547964 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -6548046.500000 Penalty: 12864.976562
	Iteration 24Q: 3 clusters Score -6548046 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -6548106.500000 Penalty: 12864.976562
	Iteration 25Q: 3 clusters Score -6548106 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -6548174.500000 Penalty: 12864.976562
	Iteration 26Q: 3 clusters Score -6548174 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6548224.500000 Penalty: 12864.976562
	Iteration 27Q: 3 clusters Score -6548224 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -6548330.000000 Penalty: 12864.976562
	Iteration 28Q: 3 clusters Score -6548330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -6548385.500000 Penalty: 12864.976562
	Iteration 29Q: 3 clusters Score -6548386 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -6548441.000000 Penalty: 12864.976562
	Iteration 30Q: 3 clusters Score -6548441 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -6548528.500000 Penalty: 12864.976562
	Iteration 31Q: 3 clusters Score -6548528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -6548584.500000 Penalty: 12864.976562
	Iteration 32Q: 3 clusters Score -6548584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -6548618.500000 Penalty: 12864.976562
	Iteration 33Q: 3 clusters Score -6548618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -6548667.000000 Penalty: 12864.976562
	Iteration 34Q: 3 clusters Score -6548667 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6548711.000000 Penalty: 12864.976562
	Iteration 35Q: 3 clusters Score -6548711 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -6548775.000000 Penalty: 12864.976562
	Iteration 36Q: 3 clusters Score -6548775 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -6548802.500000 Penalty: 12864.976562
	Iteration 37Q: 3 clusters Score -6548802 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -6548834.000000 Penalty: 12864.976562
	Iteration 38Q: 3 clusters Score -6548834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -6548832.000000 Penalty: 12864.976562
	Iteration 39Q: 3 clusters Score -6548832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6548872.000000 Penalty: 12864.976562
	Iteration 40F: 3 clusters Score -6548872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6548898.500000 Penalty: 12864.976562
	Iteration 41Q: 3 clusters Score -6548898 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6548928.000000 Penalty: 12864.976562
	Iteration 42Q: 3 clusters Score -6548928 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -6548962.500000 Penalty: 12864.976562
	Iteration 43Q: 3 clusters Score -6548962 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -6549002.000000 Penalty: 12864.976562
	Iteration 44Q: 3 clusters Score -6549002 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -6549008.500000 Penalty: 12864.976562
	Iteration 45Q: 3 clusters Score -6549008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -6549036.000000 Penalty: 12864.976562
	Iteration 46Q: 3 clusters Score -6549036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -6549036.500000 Penalty: 12864.976562
	Iteration 47Q: 3 clusters Score -6549036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -6549068.000000 Penalty: 12864.976562
	Iteration 48Q: 3 clusters Score -6549068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -6549090.500000 Penalty: 12864.976562
	Iteration 49Q: 3 clusters Score -6549090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -6549093.500000 Penalty: 12864.976562
	Iteration 50Q: 3 clusters Score -6549094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6549109.000000 Penalty: 12864.976562
	Iteration 51Q: 3 clusters Score -6549109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -6549128.500000 Penalty: 12864.976562
	Iteration 52Q: 3 clusters Score -6549128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6549131.500000 Penalty: 12864.976562
	Iteration 53Q: 3 clusters Score -6549132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -6549145.000000 Penalty: 12864.976562
	Iteration 54Q: 3 clusters Score -6549145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6549141.500000 Penalty: 12864.976562
	Iteration 55Q: 3 clusters Score -6549142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6549169.500000 Penalty: 12864.976562
	Iteration 56Q: 3 clusters Score -6549170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -6549170.500000 Penalty: 12864.976562
	Iteration 57Q: 3 clusters Score -6549170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -6549157.500000 Penalty: 12864.976562
	Iteration 58Q: 3 clusters Score -6549158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -6549162.500000 Penalty: 12864.976562
	Iteration 59Q: 3 clusters Score -6549162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -6549161.500000 Penalty: 12864.976562
	Iteration 60F: 3 clusters Score -6549162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -6549153.000000 Penalty: 12864.976562
	Iteration 61Q: 3 clusters Score -6549153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -6549169.000000 Penalty: 12864.976562
	Iteration 62Q: 3 clusters Score -6549169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -6549165.000000 Penalty: 12864.976562
	Iteration 63Q: 3 clusters Score -6549165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -6549160.500000 Penalty: 12864.976562
	Iteration 64Q: 3 clusters Score -6549160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -6549156.000000 Penalty: 12864.976562
	Iteration 65Q: 3 clusters Score -6549156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -6549157.000000 Penalty: 12864.976562
	Iteration 66Q: 3 clusters Score -6549157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -6549165.500000 Penalty: 12864.976562
	Iteration 67Q: 3 clusters Score -6549166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -6549171.500000 Penalty: 12864.976562
	Iteration 68Q: 3 clusters Score -6549172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -6549162.500000 Penalty: 12864.976562
	Iteration 69Q: 3 clusters Score -6549162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -6549172.500000 Penalty: 12864.976562
	Iteration 70Q: 3 clusters Score -6549172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -6549171.500000 Penalty: 12864.976562
	Iteration 71Q: 3 clusters Score -6549172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -6549169.500000 Penalty: 12864.976562
	Iteration 72Q: 3 clusters Score -6549170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -6549162.000000 Penalty: 12864.976562
	Iteration 73Q: 3 clusters Score -6549162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -6549164.000000 Penalty: 12864.976562
	Iteration 74Q: 3 clusters Score -6549164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -6549164.000000 Penalty: 12864.976562
	Iteration 75Q: 3 clusters Score -6549164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -6549171.000000 Penalty: 12864.976562
	Iteration 76Q: 3 clusters Score -6549171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6549179.500000 Penalty: 12864.976562
	Iteration 77Q: 3 clusters Score -6549180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -6549190.000000 Penalty: 12864.976562
	Iteration 78Q: 3 clusters Score -6549190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -6549183.500000 Penalty: 12864.976562
	Iteration 79Q: 3 clusters Score -6549184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -6549183.500000 Penalty: 12864.976562
	Iteration 80F: 3 clusters Score -6549184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -6549174.500000 Penalty: 12864.976562
	Iteration 81Q: 3 clusters Score -6549174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -6549180.500000 Penalty: 12864.976562
	Iteration 82Q: 3 clusters Score -6549180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -6549174.000000 Penalty: 12864.976562
	Iteration 83Q: 3 clusters Score -6549174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -6549182.500000 Penalty: 12864.976562
	Iteration 84Q: 3 clusters Score -6549182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -6549183.500000 Penalty: 12864.976562
	Iteration 85Q: 3 clusters Score -6549184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6549185.000000 Penalty: 12864.976562
	Iteration 86Q: 3 clusters Score -6549185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6549179.500000 Penalty: 12864.976562
	Iteration 87Q: 3 clusters Score -6549180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -6549185.000000 Penalty: 12864.976562
	Iteration 88Q: 3 clusters Score -6549185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -6549188.500000 Penalty: 12864.976562
	Iteration 89Q: 3 clusters Score -6549188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -6549180.000000 Penalty: 12864.976562
	Iteration 90Q: 3 clusters Score -6549180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -6549188.000000 Penalty: 12864.976562
	Iteration 91Q: 3 clusters Score -6549188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -6549184.500000 Penalty: 12864.976562
	Iteration 92Q: 3 clusters Score -6549184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -6549184.500000 Penalty: 12864.976562
	Iteration 93F: 3 clusters Score -6549184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 495293 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1161 members 
Mstep: Class 9 contains 85507 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 78233 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 8796 members 
Mstep: Class 14 contains 61755 members 
Mstep: Class 15 contains 179206 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 61123 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 38842 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51778 members 
Mstep: Class 25 contains 36389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226855568.000000 Penalty: 241171.093750
Iteration 79Q: 29 clusters Score -2.268556e+08 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 12946 members 
Mstep: Class 5 contains 497849 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1203 members 
Mstep: Class 9 contains 84438 members 
Mstep: Class 10 contains 1200 members 
Mstep: Class 11 contains 78221 members 
Mstep: Class 12 contains 3790 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 62137 members 
Mstep: Class 15 contains 179286 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 12510 members 
Mstep: Class 18 contains 61478 members 
Mstep: Class 19 contains 48867 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 7992 members 
Mstep: Class 22 contains 38666 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 52003 members 
Mstep: Class 25 contains 36379 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 22667 members 
Mstep: Class 28 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860928.000000 Penalty: 241171.093750
Iteration 80F: 29 clusters Score -2.268609e+08 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 33603 members 
Mstep: Class 4 contains 12622 members 
Mstep: Class 5 contains 496365 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 83722 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 78285 members 
Mstep: Class 12 contains 3975 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 62182 members 
Mstep: Class 15 contains 179236 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 12220 members 
Mstep: Class 18 contains 61704 members 
Mstep: Class 19 contains 49357 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 7995 members 
Mstep: Class 22 contains 38251 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 51863 members 
Mstep: Class 25 contains 36338 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 25124 members 
Mstep: Class 28 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226865520.000000 Penalty: 241171.093750
Iteration 81Q: 29 clusters Score -2.268655e+08 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33512 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 495354 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 83229 members 
Mstep: Class 10 contains 1024 members 
Mstep: Class 11 contains 78277 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 14 contains 62193 members 
Mstep: Class 15 contains 179202 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 12048 members 
Mstep: Class 18 contains 61878 members 
Mstep: Class 19 contains 49778 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 7998 members 
Mstep: Class 22 contains 38104 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51739 members 
Mstep: Class 25 contains 36296 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 26660 members 
Mstep: Class 28 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226868336.000000 Penalty: 241171.093750
Iteration 82Q: 29 clusters Score -2.268683e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33458 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 494586 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 82894 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 78201 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 14 contains 62213 members 
Mstep: Class 15 contains 179149 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11925 members 
Mstep: Class 18 contains 62028 members 
Mstep: Class 19 contains 50143 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 7999 members 
Mstep: Class 22 contains 38048 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51663 members 
Mstep: Class 25 contains 36243 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 27804 members 
Mstep: Class 28 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226870368.000000 Penalty: 241171.093750
Iteration 83Q: 29 clusters Score -2.268704e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33374 members 
Mstep: Class 4 contains 11993 members 
Mstep: Class 5 contains 493988 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82715 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 78122 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 62153 members 
Mstep: Class 15 contains 179138 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 62105 members 
Mstep: Class 19 contains 50470 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 38008 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51601 members 
Mstep: Class 25 contains 36219 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 28675 members 
Mstep: Class 28 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226871312.000000 Penalty: 241171.093750
Iteration 84Q: 29 clusters Score -2.268713e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33309 members 
Mstep: Class 4 contains 11834 members 
Mstep: Class 5 contains 493509 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82621 members 
Mstep: Class 10 contains 962 members 
Mstep: Class 11 contains 78041 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 9008 members 
Mstep: Class 14 contains 62096 members 
Mstep: Class 15 contains 179100 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 18 contains 62173 members 
Mstep: Class 19 contains 50759 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 8004 members 
Mstep: Class 22 contains 37989 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51541 members 
Mstep: Class 25 contains 36200 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 29369 members 
Mstep: Class 28 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226871984.000000 Penalty: 241171.093750
Iteration 85Q: 29 clusters Score -2.26872e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33257 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 493075 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82559 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 77963 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 9038 members 
Mstep: Class 14 contains 62080 members 
Mstep: Class 15 contains 179068 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 18 contains 62228 members 
Mstep: Class 19 contains 51031 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8006 members 
Mstep: Class 22 contains 37993 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51490 members 
Mstep: Class 25 contains 36181 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 29931 members 
Mstep: Class 28 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226872992.000000 Penalty: 241171.093750
Iteration 86Q: 29 clusters Score -2.26873e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33219 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 492723 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82515 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 77877 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 9062 members 
Mstep: Class 14 contains 62060 members 
Mstep: Class 15 contains 179042 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11706 members 
Mstep: Class 18 contains 62282 members 
Mstep: Class 19 contains 51290 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8007 members 
Mstep: Class 22 contains 37987 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51462 members 
Mstep: Class 25 contains 36153 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 30385 members 
Mstep: Class 28 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226872832.000000 Penalty: 241171.093750
Iteration 87Q: 29 clusters Score -2.268728e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33174 members 
Mstep: Class 4 contains 11458 members 
Mstep: Class 5 contains 492397 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82501 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 77793 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 9097 members 
Mstep: Class 14 contains 62033 members 
Mstep: Class 15 contains 179021 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 62318 members 
Mstep: Class 19 contains 51573 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8007 members 
Mstep: Class 22 contains 37989 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51429 members 
Mstep: Class 25 contains 36130 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 30733 members 
Mstep: Class 28 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873136.000000 Penalty: 241171.093750
Iteration 88Q: 29 clusters Score -2.268731e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33131 members 
Mstep: Class 4 contains 11372 members 
Mstep: Class 5 contains 492161 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82502 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 77705 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 9124 members 
Mstep: Class 14 contains 62007 members 
Mstep: Class 15 contains 179014 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 62335 members 
Mstep: Class 19 contains 51824 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8007 members 
Mstep: Class 22 contains 37982 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51408 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31003 members 
Mstep: Class 28 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873488.000000 Penalty: 241171.093750
Iteration 89Q: 29 clusters Score -2.268735e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33094 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 491984 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82508 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 77635 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 9149 members 
Mstep: Class 14 contains 61987 members 
Mstep: Class 15 contains 178997 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11619 members 
Mstep: Class 18 contains 62341 members 
Mstep: Class 19 contains 52004 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8008 members 
Mstep: Class 22 contains 37986 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51400 members 
Mstep: Class 25 contains 36092 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31199 members 
Mstep: Class 28 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873104.000000 Penalty: 241171.093750
Iteration 90Q: 29 clusters Score -2.268731e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33059 members 
Mstep: Class 4 contains 11266 members 
Mstep: Class 5 contains 491782 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 77573 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 61988 members 
Mstep: Class 15 contains 178986 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11607 members 
Mstep: Class 18 contains 62372 members 
Mstep: Class 19 contains 52158 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 8009 members 
Mstep: Class 22 contains 37987 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51384 members 
Mstep: Class 25 contains 36081 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31388 members 
Mstep: Class 28 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873376.000000 Penalty: 241171.093750
Iteration 91Q: 29 clusters Score -2.268734e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33024 members 
Mstep: Class 4 contains 11220 members 
Mstep: Class 5 contains 491604 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82479 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77528 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 9196 members 
Mstep: Class 14 contains 61992 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11595 members 
Mstep: Class 18 contains 62384 members 
Mstep: Class 19 contains 52289 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 8010 members 
Mstep: Class 22 contains 37992 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51377 members 
Mstep: Class 25 contains 36071 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31577 members 
Mstep: Class 28 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873744.000000 Penalty: 241171.093750
Iteration 92Q: 29 clusters Score -2.268737e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 33005 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 491468 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77496 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 14 contains 61995 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11588 members 
Mstep: Class 18 contains 62394 members 
Mstep: Class 19 contains 52369 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 8011 members 
Mstep: Class 22 contains 37997 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51365 members 
Mstep: Class 25 contains 36047 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31727 members 
Mstep: Class 28 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873984.000000 Penalty: 241171.093750
Iteration 93Q: 29 clusters Score -2.26874e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32989 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 491329 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82504 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77463 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 9223 members 
Mstep: Class 14 contains 61986 members 
Mstep: Class 15 contains 178967 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11582 members 
Mstep: Class 18 contains 62405 members 
Mstep: Class 19 contains 52468 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 8012 members 
Mstep: Class 22 contains 37992 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51364 members 
Mstep: Class 25 contains 36022 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31851 members 
Mstep: Class 28 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226873776.000000 Penalty: 241171.093750
Iteration 94Q: 29 clusters Score -2.268738e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32961 members 
Mstep: Class 4 contains 11130 members 
Mstep: Class 5 contains 491237 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82503 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77428 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 9238 members 
Mstep: Class 14 contains 61981 members 
Mstep: Class 15 contains 178965 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 62412 members 
Mstep: Class 19 contains 52551 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8013 members 
Mstep: Class 22 contains 37993 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51351 members 
Mstep: Class 25 contains 36007 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 31951 members 
Mstep: Class 28 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874448.000000 Penalty: 241171.093750
Iteration 95Q: 29 clusters Score -2.268744e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32939 members 
Mstep: Class 4 contains 11119 members 
Mstep: Class 5 contains 491148 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82496 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77392 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 61984 members 
Mstep: Class 15 contains 178968 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11573 members 
Mstep: Class 18 contains 62426 members 
Mstep: Class 19 contains 52618 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8014 members 
Mstep: Class 22 contains 37998 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51345 members 
Mstep: Class 25 contains 35999 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32039 members 
Mstep: Class 28 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874480.000000 Penalty: 241171.093750
Iteration 96Q: 29 clusters Score -2.268745e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32923 members 
Mstep: Class 4 contains 11111 members 
Mstep: Class 5 contains 491077 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82486 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77358 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 9249 members 
Mstep: Class 14 contains 61980 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 62430 members 
Mstep: Class 19 contains 52702 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8016 members 
Mstep: Class 22 contains 38003 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35992 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32096 members 
Mstep: Class 28 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874624.000000 Penalty: 241171.093750
Iteration 97Q: 29 clusters Score -2.268746e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32906 members 
Mstep: Class 4 contains 11108 members 
Mstep: Class 5 contains 491021 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82487 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77326 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 9254 members 
Mstep: Class 14 contains 61976 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11564 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 52758 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38006 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 35989 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32143 members 
Mstep: Class 28 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874608.000000 Penalty: 241171.093750
Iteration 98Q: 29 clusters Score -2.268746e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32888 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 490987 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82481 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77300 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9264 members 
Mstep: Class 14 contains 61979 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11561 members 
Mstep: Class 18 contains 62439 members 
Mstep: Class 19 contains 52802 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38005 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 35986 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32176 members 
Mstep: Class 28 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874496.000000 Penalty: 241171.093750
Iteration 99Q: 29 clusters Score -2.268745e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32879 members 
Mstep: Class 4 contains 11104 members 
Mstep: Class 5 contains 490963 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82484 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77279 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9279 members 
Mstep: Class 14 contains 61976 members 
Mstep: Class 15 contains 178967 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11561 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 52844 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38003 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51336 members 
Mstep: Class 25 contains 35986 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874432.000000 Penalty: 241171.093750
Iteration 100F: 29 clusters Score -2.268744e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32871 members 
Mstep: Class 4 contains 11103 members 
Mstep: Class 5 contains 490924 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82487 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 77263 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 9293 members 
Mstep: Class 14 contains 61971 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11559 members 
Mstep: Class 18 contains 62433 members 
Mstep: Class 19 contains 52877 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38010 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51332 members 
Mstep: Class 25 contains 35983 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32209 members 
Mstep: Class 28 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874608.000000 Penalty: 241171.093750
Iteration 101Q: 29 clusters Score -2.268746e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32865 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 490894 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82489 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 77242 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9307 members 
Mstep: Class 14 contains 61966 members 
Mstep: Class 15 contains 178965 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11556 members 
Mstep: Class 18 contains 62443 members 
Mstep: Class 19 contains 52907 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38011 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51331 members 
Mstep: Class 25 contains 35978 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32225 members 
Mstep: Class 28 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874576.000000 Penalty: 241171.093750
Iteration 102Q: 29 clusters Score -2.268746e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32854 members 
Mstep: Class 4 contains 11101 members 
Mstep: Class 5 contains 490864 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 77219 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9321 members 
Mstep: Class 14 contains 61961 members 
Mstep: Class 15 contains 178964 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11554 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 52941 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38014 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51333 members 
Mstep: Class 25 contains 35976 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32243 members 
Mstep: Class 28 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874640.000000 Penalty: 241171.093750
Iteration 103Q: 29 clusters Score -2.268746e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32846 members 
Mstep: Class 4 contains 11099 members 
Mstep: Class 5 contains 490849 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82484 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 77198 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9332 members 
Mstep: Class 14 contains 61958 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 62443 members 
Mstep: Class 19 contains 52962 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51334 members 
Mstep: Class 25 contains 35976 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32260 members 
Mstep: Class 28 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874608.000000 Penalty: 241171.093750
Iteration 104Q: 29 clusters Score -2.268746e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32840 members 
Mstep: Class 4 contains 11096 members 
Mstep: Class 5 contains 490833 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82487 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 77180 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 61957 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11551 members 
Mstep: Class 18 contains 62445 members 
Mstep: Class 19 contains 52970 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38025 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51333 members 
Mstep: Class 25 contains 35976 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32274 members 
Mstep: Class 28 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874560.000000 Penalty: 241171.093750
Iteration 105Q: 29 clusters Score -2.268746e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32836 members 
Mstep: Class 4 contains 11095 members 
Mstep: Class 5 contains 490813 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82490 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 77169 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 61959 members 
Mstep: Class 15 contains 178974 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 62445 members 
Mstep: Class 19 contains 52978 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38028 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35974 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32286 members 
Mstep: Class 28 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874672.000000 Penalty: 241171.093750
Iteration 106Q: 29 clusters Score -2.268747e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32836 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 490799 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77163 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 61958 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 52984 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 35974 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32296 members 
Mstep: Class 28 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874832.000000 Penalty: 241171.093750
Iteration 107Q: 29 clusters Score -2.268748e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32835 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 490774 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82489 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77156 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 61957 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 62442 members 
Mstep: Class 19 contains 53004 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 35974 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32315 members 
Mstep: Class 28 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874688.000000 Penalty: 241171.093750
Iteration 108Q: 29 clusters Score -2.268747e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32832 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 490754 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77149 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 61955 members 
Mstep: Class 15 contains 178969 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 62440 members 
Mstep: Class 19 contains 53023 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 35973 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32331 members 
Mstep: Class 28 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874704.000000 Penalty: 241171.093750
Iteration 109Q: 29 clusters Score -2.268747e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32829 members 
Mstep: Class 4 contains 11093 members 
Mstep: Class 5 contains 490725 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77143 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 61954 members 
Mstep: Class 15 contains 178967 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 62442 members 
Mstep: Class 19 contains 53044 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51340 members 
Mstep: Class 25 contains 35972 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32344 members 
Mstep: Class 28 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874800.000000 Penalty: 241171.093750
Iteration 110Q: 29 clusters Score -2.268748e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32824 members 
Mstep: Class 4 contains 11091 members 
Mstep: Class 5 contains 490705 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82492 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77138 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 61955 members 
Mstep: Class 15 contains 178965 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11551 members 
Mstep: Class 18 contains 62444 members 
Mstep: Class 19 contains 53063 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 35971 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32357 members 
Mstep: Class 28 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874912.000000 Penalty: 241171.093750
Iteration 111Q: 29 clusters Score -2.268749e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32822 members 
Mstep: Class 4 contains 11088 members 
Mstep: Class 5 contains 490683 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82489 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77133 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 14 contains 61953 members 
Mstep: Class 15 contains 178964 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11550 members 
Mstep: Class 18 contains 62444 members 
Mstep: Class 19 contains 53082 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 35970 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32374 members 
Mstep: Class 28 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875008.000000 Penalty: 241171.093750
Iteration 112Q: 29 clusters Score -2.26875e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32818 members 
Mstep: Class 4 contains 11087 members 
Mstep: Class 5 contains 490664 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77127 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9370 members 
Mstep: Class 14 contains 61952 members 
Mstep: Class 15 contains 178964 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62442 members 
Mstep: Class 19 contains 53093 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51341 members 
Mstep: Class 25 contains 35969 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32385 members 
Mstep: Class 28 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875072.000000 Penalty: 241171.093750
Iteration 113Q: 29 clusters Score -2.268751e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32819 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 490646 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77122 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 61950 members 
Mstep: Class 15 contains 178964 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62441 members 
Mstep: Class 19 contains 53102 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38019 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51342 members 
Mstep: Class 25 contains 35966 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32401 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874928.000000 Penalty: 241171.093750
Iteration 114Q: 29 clusters Score -2.268749e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32814 members 
Mstep: Class 4 contains 11082 members 
Mstep: Class 5 contains 490636 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82492 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77119 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9375 members 
Mstep: Class 14 contains 61944 members 
Mstep: Class 15 contains 178963 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62442 members 
Mstep: Class 19 contains 53113 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51340 members 
Mstep: Class 25 contains 35965 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32415 members 
Mstep: Class 28 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874816.000000 Penalty: 241171.093750
Iteration 115Q: 29 clusters Score -2.268748e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32812 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 490622 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77117 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 61942 members 
Mstep: Class 15 contains 178961 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62443 members 
Mstep: Class 19 contains 53115 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 35964 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32429 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875024.000000 Penalty: 241171.093750
Iteration 116Q: 29 clusters Score -2.26875e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32808 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490611 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82495 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77113 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9380 members 
Mstep: Class 14 contains 61939 members 
Mstep: Class 15 contains 178961 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62444 members 
Mstep: Class 19 contains 53117 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35964 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32447 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874752.000000 Penalty: 241171.093750
Iteration 117Q: 29 clusters Score -2.268748e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32807 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490601 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77108 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9380 members 
Mstep: Class 14 contains 61940 members 
Mstep: Class 15 contains 178963 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62443 members 
Mstep: Class 19 contains 53121 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 35963 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32460 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874624.000000 Penalty: 241171.093750
Iteration 118Q: 29 clusters Score -2.268746e+08 nChanged 35
Entering ConstructFrom: 
Score: -226874624.000000 Penalty: 241171.093750
Entering ConstructFrom: 
Trying to split cluster 1 (14346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Entering Unmasked Estep 
Score: -2439860.000000 Penalty: 5862.375977
	Iteration 0F: 2 clusters Score -2439860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2426934.750000 Penalty: 11724.751953
	Iteration 0F: 3 clusters Score -2426935 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2430152.500000 Penalty: 11724.751953
	Iteration 1F: 3 clusters Score -2430152 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2431116.250000 Penalty: 11724.751953
	Iteration 2F: 3 clusters Score -2431116 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2432574.750000 Penalty: 11724.751953
	Iteration 3F: 3 clusters Score -2432575 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2433817.500000 Penalty: 11724.751953
	Iteration 4F: 3 clusters Score -2433818 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2434864.500000 Penalty: 11724.751953
	Iteration 5F: 3 clusters Score -2434864 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2435848.000000 Penalty: 11724.751953
	Iteration 6F: 3 clusters Score -2435848 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2436637.500000 Penalty: 11724.751953
	Iteration 7F: 3 clusters Score -2436638 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2437347.500000 Penalty: 11724.751953
	Iteration 8Q: 3 clusters Score -2437348 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2437956.750000 Penalty: 11724.751953
	Iteration 9Q: 3 clusters Score -2437957 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2438548.250000 Penalty: 11724.751953
	Iteration 10Q: 3 clusters Score -2438548 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2439013.500000 Penalty: 11724.751953
	Iteration 11Q: 3 clusters Score -2439014 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2439513.750000 Penalty: 11724.751953
	Iteration 12Q: 3 clusters Score -2439514 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2440058.250000 Penalty: 11724.751953
	Iteration 13Q: 3 clusters Score -2440058 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2440530.000000 Penalty: 11724.751953
	Iteration 14Q: 3 clusters Score -2440530 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2440856.250000 Penalty: 11724.751953
	Iteration 15Q: 3 clusters Score -2440856 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2441094.250000 Penalty: 11724.751953
	Iteration 16Q: 3 clusters Score -2441094 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2441337.000000 Penalty: 11724.751953
	Iteration 17Q: 3 clusters Score -2441337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2441563.000000 Penalty: 11724.751953
	Iteration 18Q: 3 clusters Score -2441563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2441714.000000 Penalty: 11724.751953
	Iteration 19Q: 3 clusters Score -2441714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2441819.750000 Penalty: 11724.751953
	Iteration 20F: 3 clusters Score -2441820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2441925.000000 Penalty: 11724.751953
	Iteration 21Q: 3 clusters Score -2441925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2442056.500000 Penalty: 11724.751953
	Iteration 22Q: 3 clusters Score -2442056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2442324.750000 Penalty: 11724.751953
	Iteration 23Q: 3 clusters Score -2442325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2442688.000000 Penalty: 11724.751953
	Iteration 24Q: 3 clusters Score -2442688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2442748.000000 Penalty: 11724.751953
	Iteration 25Q: 3 clusters Score -2442748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2442758.250000 Penalty: 11724.751953
	Iteration 26Q: 3 clusters Score -2442758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2442762.750000 Penalty: 11724.751953
	Iteration 27Q: 3 clusters Score -2442763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2442762.750000 Penalty: 11724.751953
	Iteration 28F: 3 clusters Score -2442763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32804 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490596 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77104 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 61941 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 53119 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35961 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32468 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 13059 members 
Entering Unmasked Estep 
Score: -226872944.000000 Penalty: 249784.343750
Splitting cluster 1 changes total score from -226874624.000000 to -226872944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -221633.359375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -221633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -217518.312500 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -217518.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -218768.921875 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -218768.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -219405.265625 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -219405.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -219711.656250 Penalty: 8895.000977
	Iteration 3F: 3 clusters Score -219711.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -220005.562500 Penalty: 8895.000977
	Iteration 4Q: 3 clusters Score -220005.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -220145.531250 Penalty: 8895.000977
	Iteration 5Q: 3 clusters Score -220145.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -220238.093750 Penalty: 8895.000977
	Iteration 6Q: 3 clusters Score -220238.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -220387.890625 Penalty: 8895.000977
	Iteration 7Q: 3 clusters Score -220387.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -220450.781250 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -220450.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -220516.968750 Penalty: 8895.000977
	Iteration 9Q: 3 clusters Score -220517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -220563.031250 Penalty: 8895.000977
	Iteration 10Q: 3 clusters Score -220563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -220596.375000 Penalty: 8895.000977
	Iteration 11Q: 3 clusters Score -220596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -220616.859375 Penalty: 8895.000977
	Iteration 12Q: 3 clusters Score -220616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -220627.203125 Penalty: 8895.000977
	Iteration 13Q: 3 clusters Score -220627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -220642.500000 Penalty: 8895.000977
	Iteration 14Q: 3 clusters Score -220642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -220648.343750 Penalty: 8895.000977
	Iteration 15Q: 3 clusters Score -220648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -220654.328125 Penalty: 8895.000977
	Iteration 16Q: 3 clusters Score -220654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -220656.203125 Penalty: 8895.000977
	Iteration 17Q: 3 clusters Score -220656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -220656.203125 Penalty: 8895.000977
	Iteration 18F: 3 clusters Score -220656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Entering Unmasked Estep 
Score: -5581637.500000 Penalty: 6368.962402
	Iteration 0F: 2 clusters Score -5581638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5557068.000000 Penalty: 12737.924805
	Iteration 0F: 3 clusters Score -5557068 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5564715.000000 Penalty: 12737.924805
	Iteration 1F: 3 clusters Score -5564715 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5565649.500000 Penalty: 12737.924805
	Iteration 2F: 3 clusters Score -5565650 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5566544.500000 Penalty: 12737.924805
	Iteration 3F: 3 clusters Score -5566544 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5567272.500000 Penalty: 12737.924805
	Iteration 4Q: 3 clusters Score -5567272 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5567907.000000 Penalty: 12737.924805
	Iteration 5Q: 3 clusters Score -5567907 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5568555.000000 Penalty: 12737.924805
	Iteration 6Q: 3 clusters Score -5568555 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -5569233.500000 Penalty: 12737.924805
	Iteration 7Q: 3 clusters Score -5569234 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5569968.500000 Penalty: 12737.924805
	Iteration 8Q: 3 clusters Score -5569968 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -5570681.000000 Penalty: 12737.924805
	Iteration 9Q: 3 clusters Score -5570681 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5571503.000000 Penalty: 12737.924805
	Iteration 10Q: 3 clusters Score -5571503 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5572399.000000 Penalty: 12737.924805
	Iteration 11Q: 3 clusters Score -5572399 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5573353.500000 Penalty: 12737.924805
	Iteration 12Q: 3 clusters Score -5573354 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5574331.500000 Penalty: 12737.924805
	Iteration 13Q: 3 clusters Score -5574332 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5575375.500000 Penalty: 12737.924805
	Iteration 14Q: 3 clusters Score -5575376 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -5576257.500000 Penalty: 12737.924805
	Iteration 15Q: 3 clusters Score -5576258 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5576818.000000 Penalty: 12737.924805
	Iteration 16Q: 3 clusters Score -5576818 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -5577067.500000 Penalty: 12737.924805
	Iteration 17Q: 3 clusters Score -5577068 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -5577250.000000 Penalty: 12737.924805
	Iteration 18Q: 3 clusters Score -5577250 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5577355.500000 Penalty: 12737.924805
	Iteration 19Q: 3 clusters Score -5577356 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5577444.000000 Penalty: 12737.924805
	Iteration 20F: 3 clusters Score -5577444 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5577523.500000 Penalty: 12737.924805
	Iteration 21Q: 3 clusters Score -5577524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -5577607.500000 Penalty: 12737.924805
	Iteration 22Q: 3 clusters Score -5577608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -5577634.000000 Penalty: 12737.924805
	Iteration 23Q: 3 clusters Score -5577634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -5577677.000000 Penalty: 12737.924805
	Iteration 24Q: 3 clusters Score -5577677 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5577713.500000 Penalty: 12737.924805
	Iteration 25Q: 3 clusters Score -5577714 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5577739.500000 Penalty: 12737.924805
	Iteration 26Q: 3 clusters Score -5577740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -5577782.000000 Penalty: 12737.924805
	Iteration 27Q: 3 clusters Score -5577782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5577817.000000 Penalty: 12737.924805
	Iteration 28Q: 3 clusters Score -5577817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5577846.500000 Penalty: 12737.924805
	Iteration 29Q: 3 clusters Score -5577846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -5577889.000000 Penalty: 12737.924805
	Iteration 30Q: 3 clusters Score -5577889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5577923.000000 Penalty: 12737.924805
	Iteration 31Q: 3 clusters Score -5577923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5577946.000000 Penalty: 12737.924805
	Iteration 32Q: 3 clusters Score -5577946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5577982.000000 Penalty: 12737.924805
	Iteration 33Q: 3 clusters Score -5577982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5578011.500000 Penalty: 12737.924805
	Iteration 34Q: 3 clusters Score -5578012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -5578033.000000 Penalty: 12737.924805
	Iteration 35Q: 3 clusters Score -5578033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5578041.500000 Penalty: 12737.924805
	Iteration 36Q: 3 clusters Score -5578042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5578052.000000 Penalty: 12737.924805
	Iteration 37Q: 3 clusters Score -5578052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -5578057.000000 Penalty: 12737.924805
	Iteration 38Q: 3 clusters Score -5578057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5578056.500000 Penalty: 12737.924805
	Iteration 39Q: 3 clusters Score -5578056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5578052.500000 Penalty: 12737.924805
	Iteration 40F: 3 clusters Score -5578052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -5578062.500000 Penalty: 12737.924805
	Iteration 41Q: 3 clusters Score -5578062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5578068.000000 Penalty: 12737.924805
	Iteration 42Q: 3 clusters Score -5578068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5578072.500000 Penalty: 12737.924805
	Iteration 43Q: 3 clusters Score -5578072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -5578065.000000 Penalty: 12737.924805
	Iteration 44Q: 3 clusters Score -5578065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5578064.000000 Penalty: 12737.924805
	Iteration 45Q: 3 clusters Score -5578064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5578069.000000 Penalty: 12737.924805
	Iteration 46Q: 3 clusters Score -5578069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5578073.000000 Penalty: 12737.924805
	Iteration 47Q: 3 clusters Score -5578073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5578079.000000 Penalty: 12737.924805
	Iteration 48Q: 3 clusters Score -5578079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5578079.000000 Penalty: 12737.924805
	Iteration 49F: 3 clusters Score -5578079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1943185.750000 Penalty: 5704.149414
	Iteration 0F: 2 clusters Score -1943186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1932228.125000 Penalty: 11408.298828
	Iteration 0F: 3 clusters Score -1932228 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1934524.250000 Penalty: 11408.298828
	Iteration 1F: 3 clusters Score -1934524 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1935064.000000 Penalty: 11408.298828
	Iteration 2F: 3 clusters Score -1935064 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1935430.375000 Penalty: 11408.298828
	Iteration 3Q: 3 clusters Score -1935430 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1935801.750000 Penalty: 11408.298828
	Iteration 4Q: 3 clusters Score -1935802 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1936226.625000 Penalty: 11408.298828
	Iteration 5Q: 3 clusters Score -1936227 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1936626.750000 Penalty: 11408.298828
	Iteration 6Q: 3 clusters Score -1936627 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1937054.125000 Penalty: 11408.298828
	Iteration 7Q: 3 clusters Score -1937054 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1937536.875000 Penalty: 11408.298828
	Iteration 8Q: 3 clusters Score -1937537 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1938043.000000 Penalty: 11408.298828
	Iteration 9Q: 3 clusters Score -1938043 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1938579.250000 Penalty: 11408.298828
	Iteration 10Q: 3 clusters Score -1938579 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1939132.500000 Penalty: 11408.298828
	Iteration 11Q: 3 clusters Score -1939132 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1939611.375000 Penalty: 11408.298828
	Iteration 12Q: 3 clusters Score -1939611 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1940036.375000 Penalty: 11408.298828
	Iteration 13Q: 3 clusters Score -1940036 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1940417.250000 Penalty: 11408.298828
	Iteration 14Q: 3 clusters Score -1940417 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1940744.375000 Penalty: 11408.298828
	Iteration 15Q: 3 clusters Score -1940744 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1941050.625000 Penalty: 11408.298828
	Iteration 16Q: 3 clusters Score -1941051 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1941360.125000 Penalty: 11408.298828
	Iteration 17Q: 3 clusters Score -1941360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1941553.000000 Penalty: 11408.298828
	Iteration 18Q: 3 clusters Score -1941553 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1941658.000000 Penalty: 11408.298828
	Iteration 19Q: 3 clusters Score -1941658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1941720.500000 Penalty: 11408.298828
	Iteration 20F: 3 clusters Score -1941720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1941765.625000 Penalty: 11408.298828
	Iteration 21Q: 3 clusters Score -1941766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1941781.000000 Penalty: 11408.298828
	Iteration 22Q: 3 clusters Score -1941781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1941798.750000 Penalty: 11408.298828
	Iteration 23Q: 3 clusters Score -1941799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1941808.250000 Penalty: 11408.298828
	Iteration 24Q: 3 clusters Score -1941808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1941821.500000 Penalty: 11408.298828
	Iteration 25Q: 3 clusters Score -1941822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1941836.875000 Penalty: 11408.298828
	Iteration 26Q: 3 clusters Score -1941837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1941845.625000 Penalty: 11408.298828
	Iteration 27Q: 3 clusters Score -1941846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1941851.750000 Penalty: 11408.298828
	Iteration 28Q: 3 clusters Score -1941852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1941865.625000 Penalty: 11408.298828
	Iteration 29Q: 3 clusters Score -1941866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1941876.250000 Penalty: 11408.298828
	Iteration 30Q: 3 clusters Score -1941876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1941893.000000 Penalty: 11408.298828
	Iteration 31Q: 3 clusters Score -1941893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1941911.000000 Penalty: 11408.298828
	Iteration 32Q: 3 clusters Score -1941911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1941939.750000 Penalty: 11408.298828
	Iteration 33Q: 3 clusters Score -1941940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1941962.750000 Penalty: 11408.298828
	Iteration 34Q: 3 clusters Score -1941963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1941983.875000 Penalty: 11408.298828
	Iteration 35Q: 3 clusters Score -1941984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1942010.250000 Penalty: 11408.298828
	Iteration 36Q: 3 clusters Score -1942010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1942029.625000 Penalty: 11408.298828
	Iteration 37Q: 3 clusters Score -1942030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1942036.000000 Penalty: 11408.298828
	Iteration 38Q: 3 clusters Score -1942036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1942049.875000 Penalty: 11408.298828
	Iteration 39Q: 3 clusters Score -1942050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1942052.875000 Penalty: 11408.298828
	Iteration 40F: 3 clusters Score -1942053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1942057.250000 Penalty: 11408.298828
	Iteration 41Q: 3 clusters Score -1942057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1942056.625000 Penalty: 11408.298828
	Iteration 42Q: 3 clusters Score -1942057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1942063.625000 Penalty: 11408.298828
	Iteration 43Q: 3 clusters Score -1942064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1942070.125000 Penalty: 11408.298828
	Iteration 44Q: 3 clusters Score -1942070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1942074.875000 Penalty: 11408.298828
	Iteration 45Q: 3 clusters Score -1942075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1942079.250000 Penalty: 11408.298828
	Iteration 46Q: 3 clusters Score -1942079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1942086.875000 Penalty: 11408.298828
	Iteration 47Q: 3 clusters Score -1942087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1942093.125000 Penalty: 11408.298828
	Iteration 48Q: 3 clusters Score -1942093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1942098.875000 Penalty: 11408.298828
	Iteration 49Q: 3 clusters Score -1942099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1942101.250000 Penalty: 11408.298828
	Iteration 50Q: 3 clusters Score -1942101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1942109.500000 Penalty: 11408.298828
	Iteration 51Q: 3 clusters Score -1942110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1942112.250000 Penalty: 11408.298828
	Iteration 52Q: 3 clusters Score -1942112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1942116.250000 Penalty: 11408.298828
	Iteration 53Q: 3 clusters Score -1942116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1942121.000000 Penalty: 11408.298828
	Iteration 54Q: 3 clusters Score -1942121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1942123.250000 Penalty: 11408.298828
	Iteration 55Q: 3 clusters Score -1942123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1942123.625000 Penalty: 11408.298828
	Iteration 56Q: 3 clusters Score -1942124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1942126.875000 Penalty: 11408.298828
	Iteration 57Q: 3 clusters Score -1942127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1942128.500000 Penalty: 11408.298828
	Iteration 58Q: 3 clusters Score -1942128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1942128.375000 Penalty: 11408.298828
	Iteration 59Q: 3 clusters Score -1942128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1942128.750000 Penalty: 11408.298828
	Iteration 60F: 3 clusters Score -1942129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1942129.875000 Penalty: 11408.298828
	Iteration 61Q: 3 clusters Score -1942130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1942132.125000 Penalty: 11408.298828
	Iteration 62Q: 3 clusters Score -1942132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1942135.125000 Penalty: 11408.298828
	Iteration 63Q: 3 clusters Score -1942135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1942135.375000 Penalty: 11408.298828
	Iteration 64Q: 3 clusters Score -1942135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1942139.625000 Penalty: 11408.298828
	Iteration 65Q: 3 clusters Score -1942140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1942141.750000 Penalty: 11408.298828
	Iteration 66Q: 3 clusters Score -1942142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1942141.375000 Penalty: 11408.298828
	Iteration 67Q: 3 clusters Score -1942141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1942140.625000 Penalty: 11408.298828
	Iteration 68Q: 3 clusters Score -1942141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1942139.375000 Penalty: 11408.298828
	Iteration 69Q: 3 clusters Score -1942139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1942139.375000 Penalty: 11408.298828
	Iteration 70F: 3 clusters Score -1942139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (490596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490596 members 
Entering Unmasked Estep 
Score: -88602544.000000 Penalty: 8025.817871
	Iteration 0F: 2 clusters Score -8.860254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245383 members 
Mstep: Class 2 contains 245213 members 
Entering Unmasked Estep 
Score: -88306128.000000 Penalty: 16051.635742
	Iteration 0F: 3 clusters Score -8.830613e+07 nChanged 235301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250198 members 
Mstep: Class 2 contains 240398 members 
Entering Unmasked Estep 
Score: -88442288.000000 Penalty: 16051.635742
	Iteration 1F: 3 clusters Score -8.844229e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253388 members 
Mstep: Class 2 contains 237208 members 
Entering Unmasked Estep 
Score: -88444440.000000 Penalty: 16051.635742
	Iteration 2Q: 3 clusters Score -8.844444e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258530 members 
Mstep: Class 2 contains 232066 members 
Entering Unmasked Estep 
Score: -88447376.000000 Penalty: 16051.635742
	Iteration 3Q: 3 clusters Score -8.844738e+07 nChanged 16099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266589 members 
Mstep: Class 2 contains 224007 members 
Entering Unmasked Estep 
Score: -88452376.000000 Penalty: 16051.635742
	Iteration 4Q: 3 clusters Score -8.845238e+07 nChanged 19667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278732 members 
Mstep: Class 2 contains 211864 members 
Entering Unmasked Estep 
Score: -88459552.000000 Penalty: 16051.635742
	Iteration 5Q: 3 clusters Score -8.845955e+07 nChanged 24696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296278 members 
Mstep: Class 2 contains 194318 members 
Entering Unmasked Estep 
Score: -88471672.000000 Penalty: 16051.635742
	Iteration 6F: 3 clusters Score -8.847167e+07 nChanged 30246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320278 members 
Mstep: Class 2 contains 170318 members 
Entering Unmasked Estep 
Score: -88489776.000000 Penalty: 16051.635742
	Iteration 7F: 3 clusters Score -8.848978e+07 nChanged 35107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350805 members 
Mstep: Class 2 contains 139791 members 
Entering Unmasked Estep 
Score: -88513784.000000 Penalty: 16051.635742
	Iteration 8F: 3 clusters Score -8.851378e+07 nChanged 37588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385967 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -88543000.000000 Penalty: 16051.635742
	Iteration 9F: 3 clusters Score -8.8543e+07 nChanged 35460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420429 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -88571952.000000 Penalty: 16051.635742
	Iteration 10F: 3 clusters Score -8.857195e+07 nChanged 27977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448120 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -88592272.000000 Penalty: 16051.635742
	Iteration 11F: 3 clusters Score -8.859227e+07 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467087 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -88600776.000000 Penalty: 16051.635742
	Iteration 12Q: 3 clusters Score -8.860078e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477700 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -88601472.000000 Penalty: 16051.635742
	Iteration 13Q: 3 clusters Score -8.860147e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482602 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -88600400.000000 Penalty: 16051.635742
	Iteration 14Q: 3 clusters Score -8.86004e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484757 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -88599624.000000 Penalty: 16051.635742
	Iteration 15Q: 3 clusters Score -8.859962e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485759 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -88599368.000000 Penalty: 16051.635742
	Iteration 16Q: 3 clusters Score -8.859937e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486317 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -88599440.000000 Penalty: 16051.635742
	Iteration 17Q: 3 clusters Score -8.859944e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486616 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -88599424.000000 Penalty: 16051.635742
	Iteration 18Q: 3 clusters Score -8.859942e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486742 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -88599456.000000 Penalty: 16051.635742
	Iteration 19Q: 3 clusters Score -8.859946e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486847 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -88599480.000000 Penalty: 16051.635742
	Iteration 20F: 3 clusters Score -8.859948e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486893 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -88599480.000000 Penalty: 16051.635742
	Iteration 21Q: 3 clusters Score -8.859948e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486935 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -88599568.000000 Penalty: 16051.635742
	Iteration 22Q: 3 clusters Score -8.859957e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486967 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -88599632.000000 Penalty: 16051.635742
	Iteration 23Q: 3 clusters Score -8.859963e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486994 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -88599624.000000 Penalty: 16051.635742
	Iteration 24Q: 3 clusters Score -8.859962e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487005 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -88599728.000000 Penalty: 16051.635742
	Iteration 25Q: 3 clusters Score -8.859973e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487009 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -88599632.000000 Penalty: 16051.635742
	Iteration 26Q: 3 clusters Score -8.859963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487015 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -88599600.000000 Penalty: 16051.635742
	Iteration 27Q: 3 clusters Score -8.85996e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487026 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -88599632.000000 Penalty: 16051.635742
	Iteration 28Q: 3 clusters Score -8.859963e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487028 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -88599680.000000 Penalty: 16051.635742
	Iteration 29Q: 3 clusters Score -8.859968e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487028 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -88599680.000000 Penalty: 16051.635742
	Iteration 30Q: 3 clusters Score -8.859968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487031 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -88599640.000000 Penalty: 16051.635742
	Iteration 31Q: 3 clusters Score -8.859964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -88599648.000000 Penalty: 16051.635742
	Iteration 32Q: 3 clusters Score -8.859965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487037 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -88599672.000000 Penalty: 16051.635742
	Iteration 33Q: 3 clusters Score -8.859967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487037 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -88599664.000000 Penalty: 16051.635742
	Iteration 34Q: 3 clusters Score -8.859966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487039 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -88599640.000000 Penalty: 16051.635742
	Iteration 35Q: 3 clusters Score -8.859964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487042 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -88599664.000000 Penalty: 16051.635742
	Iteration 36Q: 3 clusters Score -8.859966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487049 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -88599608.000000 Penalty: 16051.635742
	Iteration 37Q: 3 clusters Score -8.859961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487050 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -88599600.000000 Penalty: 16051.635742
	Iteration 38Q: 3 clusters Score -8.85996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487041 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -88599608.000000 Penalty: 16051.635742
	Iteration 39Q: 3 clusters Score -8.859961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487040 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -88599632.000000 Penalty: 16051.635742
	Iteration 40F: 3 clusters Score -8.859963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -88599584.000000 Penalty: 16051.635742
	Iteration 41Q: 3 clusters Score -8.859958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487037 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -88599616.000000 Penalty: 16051.635742
	Iteration 42Q: 3 clusters Score -8.859962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -88599616.000000 Penalty: 16051.635742
	Iteration 43Q: 3 clusters Score -8.859962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487036 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -88599640.000000 Penalty: 16051.635742
	Iteration 44Q: 3 clusters Score -8.859964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -88599648.000000 Penalty: 16051.635742
	Iteration 45Q: 3 clusters Score -8.859965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487037 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -88599696.000000 Penalty: 16051.635742
	Iteration 46Q: 3 clusters Score -8.85997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487038 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -88599672.000000 Penalty: 16051.635742
	Iteration 47Q: 3 clusters Score -8.859967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487038 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -88599672.000000 Penalty: 16051.635742
	Iteration 48F: 3 clusters Score -8.859967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -1832573.250000 Penalty: 5653.703125
	Iteration 0F: 2 clusters Score -1832573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1822296.375000 Penalty: 11307.406250
	Iteration 0F: 3 clusters Score -1822296 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1824446.750000 Penalty: 11307.406250
	Iteration 1F: 3 clusters Score -1824447 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1824975.375000 Penalty: 11307.406250
	Iteration 2F: 3 clusters Score -1824975 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1825421.250000 Penalty: 11307.406250
	Iteration 3F: 3 clusters Score -1825421 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1825992.500000 Penalty: 11307.406250
	Iteration 4F: 3 clusters Score -1825992 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1826856.375000 Penalty: 11307.406250
	Iteration 5F: 3 clusters Score -1826856 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1828024.000000 Penalty: 11307.406250
	Iteration 6F: 3 clusters Score -1828024 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1829180.875000 Penalty: 11307.406250
	Iteration 7F: 3 clusters Score -1829181 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1829903.750000 Penalty: 11307.406250
	Iteration 8F: 3 clusters Score -1829904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1830272.750000 Penalty: 11307.406250
	Iteration 9Q: 3 clusters Score -1830273 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1830481.500000 Penalty: 11307.406250
	Iteration 10Q: 3 clusters Score -1830482 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1830571.500000 Penalty: 11307.406250
	Iteration 11Q: 3 clusters Score -1830572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1830630.000000 Penalty: 11307.406250
	Iteration 12Q: 3 clusters Score -1830630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1830670.125000 Penalty: 11307.406250
	Iteration 13Q: 3 clusters Score -1830670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1830684.000000 Penalty: 11307.406250
	Iteration 14Q: 3 clusters Score -1830684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1830701.250000 Penalty: 11307.406250
	Iteration 15Q: 3 clusters Score -1830701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1830711.375000 Penalty: 11307.406250
	Iteration 16Q: 3 clusters Score -1830711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1830719.625000 Penalty: 11307.406250
	Iteration 17Q: 3 clusters Score -1830720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1830720.750000 Penalty: 11307.406250
	Iteration 18Q: 3 clusters Score -1830721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1830722.125000 Penalty: 11307.406250
	Iteration 19Q: 3 clusters Score -1830722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1830725.125000 Penalty: 11307.406250
	Iteration 20F: 3 clusters Score -1830725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1830730.625000 Penalty: 11307.406250
	Iteration 21Q: 3 clusters Score -1830731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1830730.500000 Penalty: 11307.406250
	Iteration 22Q: 3 clusters Score -1830730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1830733.000000 Penalty: 11307.406250
	Iteration 23Q: 3 clusters Score -1830733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1830734.750000 Penalty: 11307.406250
	Iteration 24Q: 3 clusters Score -1830735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1830735.750000 Penalty: 11307.406250
	Iteration 25Q: 3 clusters Score -1830736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1830734.750000 Penalty: 11307.406250
	Iteration 26Q: 3 clusters Score -1830735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1830736.875000 Penalty: 11307.406250
	Iteration 27Q: 3 clusters Score -1830737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1830738.625000 Penalty: 11307.406250
	Iteration 28Q: 3 clusters Score -1830739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1830737.000000 Penalty: 11307.406250
	Iteration 29Q: 3 clusters Score -1830737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1830737.000000 Penalty: 11307.406250
	Iteration 30F: 3 clusters Score -1830737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -191130.296875 Penalty: 4388.391113
	Iteration 0F: 2 clusters Score -191130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186862.531250 Penalty: 8776.782227
	Iteration 0F: 3 clusters Score -186862.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -187700.234375 Penalty: 8776.782227
	Iteration 1F: 3 clusters Score -187700.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -188408.921875 Penalty: 8776.782227
	Iteration 2F: 3 clusters Score -188408.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188784.921875 Penalty: 8776.782227
	Iteration 3F: 3 clusters Score -188784.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -189070.437500 Penalty: 8776.782227
	Iteration 4Q: 3 clusters Score -189070.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -189612.171875 Penalty: 8776.782227
	Iteration 5F: 3 clusters Score -189612.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -190079.609375 Penalty: 8776.782227
	Iteration 6F: 3 clusters Score -190079.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -190481.375000 Penalty: 8776.782227
	Iteration 7Q: 3 clusters Score -190481.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -190713.515625 Penalty: 8776.782227
	Iteration 8Q: 3 clusters Score -190713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -190794.281250 Penalty: 8776.782227
	Iteration 9Q: 3 clusters Score -190794.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -190841.343750 Penalty: 8776.782227
	Iteration 10Q: 3 clusters Score -190841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -190865.281250 Penalty: 8776.782227
	Iteration 11Q: 3 clusters Score -190865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -190885.906250 Penalty: 8776.782227
	Iteration 12Q: 3 clusters Score -190885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -190916.031250 Penalty: 8776.782227
	Iteration 13Q: 3 clusters Score -190916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190941.453125 Penalty: 8776.782227
	Iteration 14Q: 3 clusters Score -190941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190983.156250 Penalty: 8776.782227
	Iteration 15Q: 3 clusters Score -190983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -191034.453125 Penalty: 8776.782227
	Iteration 16Q: 3 clusters Score -191034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -191084.281250 Penalty: 8776.782227
	Iteration 17Q: 3 clusters Score -191084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191177.953125 Penalty: 8776.782227
	Iteration 18Q: 3 clusters Score -191178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -191233.562500 Penalty: 8776.782227
	Iteration 19Q: 3 clusters Score -191233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -191256.859375 Penalty: 8776.782227
	Iteration 20F: 3 clusters Score -191256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -191269.281250 Penalty: 8776.782227
	Iteration 21Q: 3 clusters Score -191269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -191269.281250 Penalty: 8776.782227
	Iteration 22F: 3 clusters Score -191269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32804 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490596 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77104 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 61941 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 53119 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35961 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32468 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 555 members 
Entering Unmasked Estep 
Score: -226870688.000000 Penalty: 249784.343750
Splitting cluster 7 changes total score from -226874624.000000 to -226870688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -203741.359375 Penalty: 4350.784668
	Iteration 0F: 2 clusters Score -203741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -199443.203125 Penalty: 8701.569336
	Iteration 0F: 3 clusters Score -199443.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -199956.062500 Penalty: 8701.569336
	Iteration 1F: 3 clusters Score -199956.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -200422.125000 Penalty: 8701.569336
	Iteration 2F: 3 clusters Score -200422.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -200660.343750 Penalty: 8701.569336
	Iteration 3F: 3 clusters Score -200660.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -200829.500000 Penalty: 8701.569336
	Iteration 4Q: 3 clusters Score -200829.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -200973.656250 Penalty: 8701.569336
	Iteration 5Q: 3 clusters Score -200973.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -201147.968750 Penalty: 8701.569336
	Iteration 6Q: 3 clusters Score -201148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -201337.093750 Penalty: 8701.569336
	Iteration 7Q: 3 clusters Score -201337.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -201560.890625 Penalty: 8701.569336
	Iteration 8Q: 3 clusters Score -201560.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -201817.515625 Penalty: 8701.569336
	Iteration 9Q: 3 clusters Score -201817.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -202103.484375 Penalty: 8701.569336
	Iteration 10Q: 3 clusters Score -202103.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202411.125000 Penalty: 8701.569336
	Iteration 11Q: 3 clusters Score -202411.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -202628.734375 Penalty: 8701.569336
	Iteration 12Q: 3 clusters Score -202628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202780.562500 Penalty: 8701.569336
	Iteration 13Q: 3 clusters Score -202780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202798.156250 Penalty: 8701.569336
	Iteration 14Q: 3 clusters Score -202798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202813.421875 Penalty: 8701.569336
	Iteration 15Q: 3 clusters Score -202813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -202825.812500 Penalty: 8701.569336
	Iteration 16Q: 3 clusters Score -202825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -202831.968750 Penalty: 8701.569336
	Iteration 17Q: 3 clusters Score -202832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -202839.312500 Penalty: 8701.569336
	Iteration 18Q: 3 clusters Score -202839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -202847.109375 Penalty: 8701.569336
	Iteration 19Q: 3 clusters Score -202847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -202877.187500 Penalty: 8701.569336
	Iteration 20F: 3 clusters Score -202877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -202944.531250 Penalty: 8701.569336
	Iteration 21Q: 3 clusters Score -202944.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -203022.468750 Penalty: 8701.569336
	Iteration 22Q: 3 clusters Score -203022.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -203135.562500 Penalty: 8701.569336
	Iteration 23Q: 3 clusters Score -203135.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -203337.656250 Penalty: 8701.569336
	Iteration 24Q: 3 clusters Score -203337.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -203665.421875 Penalty: 8701.569336
	Iteration 25Q: 3 clusters Score -203665.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -204385.531250 Penalty: 8701.569336
	Iteration 26Q: 3 clusters Score -204385.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -205233.437500 Penalty: 8701.569336
	Iteration 27Q: 3 clusters Score -205233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -205259.218750 Penalty: 8701.569336
	Iteration 28Q: 3 clusters Score -205259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -205266.015625 Penalty: 8701.569336
	Iteration 29Q: 3 clusters Score -205266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -205266.015625 Penalty: 8701.569336
	Iteration 30F: 3 clusters Score -205266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32804 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490596 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77104 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 61941 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 53119 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35961 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32468 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 463 members 
Entering Unmasked Estep 
Score: -226871616.000000 Penalty: 249784.343750
Splitting cluster 8 changes total score from -226874624.000000 to -226871616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (82494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Entering Unmasked Estep 
Score: -14846341.000000 Penalty: 6933.794922
	Iteration 0F: 2 clusters Score -1.484634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -14789543.000000 Penalty: 13867.589844
	Iteration 0F: 3 clusters Score -1.478954e+07 nChanged 37433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -14809978.000000 Penalty: 13867.589844
	Iteration 1F: 3 clusters Score -1.480998e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -14810960.000000 Penalty: 13867.589844
	Iteration 2Q: 3 clusters Score -1.481096e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -14811850.000000 Penalty: 13867.589844
	Iteration 3Q: 3 clusters Score -1.481185e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -14812789.000000 Penalty: 13867.589844
	Iteration 4Q: 3 clusters Score -1.481279e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -14813661.000000 Penalty: 13867.589844
	Iteration 5Q: 3 clusters Score -1.481366e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -14814609.000000 Penalty: 13867.589844
	Iteration 6Q: 3 clusters Score -1.481461e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -14815626.000000 Penalty: 13867.589844
	Iteration 7Q: 3 clusters Score -1.481563e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -14816513.000000 Penalty: 13867.589844
	Iteration 8Q: 3 clusters Score -1.481651e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -14817449.000000 Penalty: 13867.589844
	Iteration 9Q: 3 clusters Score -1.481745e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -14818409.000000 Penalty: 13867.589844
	Iteration 10Q: 3 clusters Score -1.481841e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -14819464.000000 Penalty: 13867.589844
	Iteration 11Q: 3 clusters Score -1.481946e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -14820804.000000 Penalty: 13867.589844
	Iteration 12Q: 3 clusters Score -1.48208e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -14822604.000000 Penalty: 13867.589844
	Iteration 13Q: 3 clusters Score -1.48226e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -14824848.000000 Penalty: 13867.589844
	Iteration 14Q: 3 clusters Score -1.482485e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -14827861.000000 Penalty: 13867.589844
	Iteration 15F: 3 clusters Score -1.482786e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -14831287.000000 Penalty: 13867.589844
	Iteration 16F: 3 clusters Score -1.483129e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -14834811.000000 Penalty: 13867.589844
	Iteration 17Q: 3 clusters Score -1.483481e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -14837605.000000 Penalty: 13867.589844
	Iteration 18Q: 3 clusters Score -1.48376e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -14839533.000000 Penalty: 13867.589844
	Iteration 19Q: 3 clusters Score -1.483953e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -14840663.000000 Penalty: 13867.589844
	Iteration 20F: 3 clusters Score -1.484066e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -14841251.000000 Penalty: 13867.589844
	Iteration 21Q: 3 clusters Score -1.484125e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -14841565.000000 Penalty: 13867.589844
	Iteration 22Q: 3 clusters Score -1.484156e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -14841722.000000 Penalty: 13867.589844
	Iteration 23Q: 3 clusters Score -1.484172e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -14841868.000000 Penalty: 13867.589844
	Iteration 24Q: 3 clusters Score -1.484187e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -14841960.000000 Penalty: 13867.589844
	Iteration 25Q: 3 clusters Score -1.484196e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -14842012.000000 Penalty: 13867.589844
	Iteration 26Q: 3 clusters Score -1.484201e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -14842026.000000 Penalty: 13867.589844
	Iteration 27Q: 3 clusters Score -1.484203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -14842061.000000 Penalty: 13867.589844
	Iteration 28Q: 3 clusters Score -1.484206e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -14842050.000000 Penalty: 13867.589844
	Iteration 29Q: 3 clusters Score -1.484205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -14842081.000000 Penalty: 13867.589844
	Iteration 30Q: 3 clusters Score -1.484208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -14842113.000000 Penalty: 13867.589844
	Iteration 31Q: 3 clusters Score -1.484211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -14842139.000000 Penalty: 13867.589844
	Iteration 32Q: 3 clusters Score -1.484214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -14842158.000000 Penalty: 13867.589844
	Iteration 33Q: 3 clusters Score -1.484216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -14842145.000000 Penalty: 13867.589844
	Iteration 34Q: 3 clusters Score -1.484214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -14842174.000000 Penalty: 13867.589844
	Iteration 35Q: 3 clusters Score -1.484217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -14842162.000000 Penalty: 13867.589844
	Iteration 36Q: 3 clusters Score -1.484216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -14842156.000000 Penalty: 13867.589844
	Iteration 37Q: 3 clusters Score -1.484216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -14842145.000000 Penalty: 13867.589844
	Iteration 38Q: 3 clusters Score -1.484214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -14842147.000000 Penalty: 13867.589844
	Iteration 39Q: 3 clusters Score -1.484215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -14842144.000000 Penalty: 13867.589844
	Iteration 40F: 3 clusters Score -1.484214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -14842148.000000 Penalty: 13867.589844
	Iteration 41Q: 3 clusters Score -1.484215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -14842148.000000 Penalty: 13867.589844
	Iteration 42F: 3 clusters Score -1.484215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -135694.125000 Penalty: 4194.403320
	Iteration 0F: 2 clusters Score -135694.1 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 472 members 
Entering Unmasked Estep 
Score: -131935.546875 Penalty: 8388.806641
	Iteration 0F: 3 clusters Score -131935.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132455.156250 Penalty: 8388.806641
	Iteration 1F: 3 clusters Score -132455.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132732.437500 Penalty: 8388.806641
	Iteration 2F: 3 clusters Score -132732.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132944.375000 Penalty: 8388.806641
	Iteration 3F: 3 clusters Score -132944.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133207.015625 Penalty: 8388.806641
	Iteration 4Q: 3 clusters Score -133207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133462.593750 Penalty: 8388.806641
	Iteration 5F: 3 clusters Score -133462.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133600.500000 Penalty: 8388.806641
	Iteration 6Q: 3 clusters Score -133600.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133779.812500 Penalty: 8388.806641
	Iteration 7Q: 3 clusters Score -133779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133929.046875 Penalty: 8388.806641
	Iteration 8Q: 3 clusters Score -133929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134046.781250 Penalty: 8388.806641
	Iteration 9Q: 3 clusters Score -134046.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134128.390625 Penalty: 8388.806641
	Iteration 10Q: 3 clusters Score -134128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134213.406250 Penalty: 8388.806641
	Iteration 11Q: 3 clusters Score -134213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134229.046875 Penalty: 8388.806641
	Iteration 12Q: 3 clusters Score -134229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134234.984375 Penalty: 8388.806641
	Iteration 13Q: 3 clusters Score -134235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134236.796875 Penalty: 8388.806641
	Iteration 14Q: 3 clusters Score -134236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134236.796875 Penalty: 8388.806641
	Iteration 15F: 3 clusters Score -134236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Entering Unmasked Estep 
Score: -13751097.000000 Penalty: 6892.407715
	Iteration 0F: 2 clusters Score -1.37511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -13697767.000000 Penalty: 13784.815430
	Iteration 0F: 3 clusters Score -1.369777e+07 nChanged 34763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -13716442.000000 Penalty: 13784.815430
	Iteration 1F: 3 clusters Score -1.371644e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -13717331.000000 Penalty: 13784.815430
	Iteration 2Q: 3 clusters Score -1.371733e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -13718056.000000 Penalty: 13784.815430
	Iteration 3Q: 3 clusters Score -1.371806e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -13718659.000000 Penalty: 13784.815430
	Iteration 4Q: 3 clusters Score -1.371866e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -13719161.000000 Penalty: 13784.815430
	Iteration 5Q: 3 clusters Score -1.371916e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -13719472.000000 Penalty: 13784.815430
	Iteration 6Q: 3 clusters Score -1.371947e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -13719901.000000 Penalty: 13784.815430
	Iteration 7Q: 3 clusters Score -1.37199e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -13720268.000000 Penalty: 13784.815430
	Iteration 8Q: 3 clusters Score -1.372027e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -13720626.000000 Penalty: 13784.815430
	Iteration 9Q: 3 clusters Score -1.372063e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -13721182.000000 Penalty: 13784.815430
	Iteration 10Q: 3 clusters Score -1.372118e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -13721793.000000 Penalty: 13784.815430
	Iteration 11Q: 3 clusters Score -1.372179e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -13722512.000000 Penalty: 13784.815430
	Iteration 12Q: 3 clusters Score -1.372251e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -13723418.000000 Penalty: 13784.815430
	Iteration 13Q: 3 clusters Score -1.372342e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -13724652.000000 Penalty: 13784.815430
	Iteration 14Q: 3 clusters Score -1.372465e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -13726145.000000 Penalty: 13784.815430
	Iteration 15Q: 3 clusters Score -1.372614e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -13727872.000000 Penalty: 13784.815430
	Iteration 16Q: 3 clusters Score -1.372787e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -13729795.000000 Penalty: 13784.815430
	Iteration 17Q: 3 clusters Score -1.37298e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -13731834.000000 Penalty: 13784.815430
	Iteration 18Q: 3 clusters Score -1.373183e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -13733649.000000 Penalty: 13784.815430
	Iteration 19Q: 3 clusters Score -1.373365e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -13735310.000000 Penalty: 13784.815430
	Iteration 20F: 3 clusters Score -1.373531e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -13736918.000000 Penalty: 13784.815430
	Iteration 21Q: 3 clusters Score -1.373692e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -13738420.000000 Penalty: 13784.815430
	Iteration 22Q: 3 clusters Score -1.373842e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -13740191.000000 Penalty: 13784.815430
	Iteration 23Q: 3 clusters Score -1.374019e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -13741836.000000 Penalty: 13784.815430
	Iteration 24Q: 3 clusters Score -1.374184e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -13742927.000000 Penalty: 13784.815430
	Iteration 25Q: 3 clusters Score -1.374293e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -13743655.000000 Penalty: 13784.815430
	Iteration 26Q: 3 clusters Score -1.374366e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -13744134.000000 Penalty: 13784.815430
	Iteration 27Q: 3 clusters Score -1.374413e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13744356.000000 Penalty: 13784.815430
	Iteration 28Q: 3 clusters Score -1.374436e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13744531.000000 Penalty: 13784.815430
	Iteration 29Q: 3 clusters Score -1.374453e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13744650.000000 Penalty: 13784.815430
	Iteration 30Q: 3 clusters Score -1.374465e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13744744.000000 Penalty: 13784.815430
	Iteration 31Q: 3 clusters Score -1.374474e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13744797.000000 Penalty: 13784.815430
	Iteration 32Q: 3 clusters Score -1.37448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13744846.000000 Penalty: 13784.815430
	Iteration 33Q: 3 clusters Score -1.374485e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -13744919.000000 Penalty: 13784.815430
	Iteration 34Q: 3 clusters Score -1.374492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13744913.000000 Penalty: 13784.815430
	Iteration 35Q: 3 clusters Score -1.374491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13744951.000000 Penalty: 13784.815430
	Iteration 36Q: 3 clusters Score -1.374495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13744954.000000 Penalty: 13784.815430
	Iteration 37Q: 3 clusters Score -1.374495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13744946.000000 Penalty: 13784.815430
	Iteration 38Q: 3 clusters Score -1.374495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13744973.000000 Penalty: 13784.815430
	Iteration 39Q: 3 clusters Score -1.374497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13744986.000000 Penalty: 13784.815430
	Iteration 40F: 3 clusters Score -1.374499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13745002.000000 Penalty: 13784.815430
	Iteration 41Q: 3 clusters Score -1.3745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -13745013.000000 Penalty: 13784.815430
	Iteration 42Q: 3 clusters Score -1.374501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13744989.000000 Penalty: 13784.815430
	Iteration 43Q: 3 clusters Score -1.374499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13744985.000000 Penalty: 13784.815430
	Iteration 44Q: 3 clusters Score -1.374498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13744987.000000 Penalty: 13784.815430
	Iteration 45Q: 3 clusters Score -1.374499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13744971.000000 Penalty: 13784.815430
	Iteration 46Q: 3 clusters Score -1.374497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13744987.000000 Penalty: 13784.815430
	Iteration 47Q: 3 clusters Score -1.374499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13744987.000000 Penalty: 13784.815430
	Iteration 48Q: 3 clusters Score -1.374499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13744987.000000 Penalty: 13784.815430
	Iteration 49F: 3 clusters Score -1.374499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -715145.875000 Penalty: 5117.813965
	Iteration 0F: 2 clusters Score -715145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -708633.437500 Penalty: 10235.627930
	Iteration 0F: 3 clusters Score -708633.4 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -709689.250000 Penalty: 10235.627930
	Iteration 1F: 3 clusters Score -709689.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -710142.875000 Penalty: 10235.627930
	Iteration 2F: 3 clusters Score -710142.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -710467.062500 Penalty: 10235.627930
	Iteration 3F: 3 clusters Score -710467.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -710725.625000 Penalty: 10235.627930
	Iteration 4Q: 3 clusters Score -710725.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -710916.062500 Penalty: 10235.627930
	Iteration 5Q: 3 clusters Score -710916.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -711055.500000 Penalty: 10235.627930
	Iteration 6Q: 3 clusters Score -711055.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -711156.375000 Penalty: 10235.627930
	Iteration 7Q: 3 clusters Score -711156.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -711223.250000 Penalty: 10235.627930
	Iteration 8Q: 3 clusters Score -711223.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -711269.437500 Penalty: 10235.627930
	Iteration 9Q: 3 clusters Score -711269.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -711304.750000 Penalty: 10235.627930
	Iteration 10Q: 3 clusters Score -711304.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -711332.187500 Penalty: 10235.627930
	Iteration 11Q: 3 clusters Score -711332.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -711357.937500 Penalty: 10235.627930
	Iteration 12Q: 3 clusters Score -711357.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -711382.437500 Penalty: 10235.627930
	Iteration 13Q: 3 clusters Score -711382.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -711422.125000 Penalty: 10235.627930
	Iteration 14Q: 3 clusters Score -711422.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -711454.250000 Penalty: 10235.627930
	Iteration 15Q: 3 clusters Score -711454.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -711478.937500 Penalty: 10235.627930
	Iteration 16Q: 3 clusters Score -711478.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -711503.625000 Penalty: 10235.627930
	Iteration 17Q: 3 clusters Score -711503.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711518.375000 Penalty: 10235.627930
	Iteration 18Q: 3 clusters Score -711518.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -711536.062500 Penalty: 10235.627930
	Iteration 19Q: 3 clusters Score -711536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711547.562500 Penalty: 10235.627930
	Iteration 20F: 3 clusters Score -711547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -711559.562500 Penalty: 10235.627930
	Iteration 21Q: 3 clusters Score -711559.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -711568.687500 Penalty: 10235.627930
	Iteration 22Q: 3 clusters Score -711568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -711574.062500 Penalty: 10235.627930
	Iteration 23Q: 3 clusters Score -711574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -711576.875000 Penalty: 10235.627930
	Iteration 24Q: 3 clusters Score -711576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -711583.062500 Penalty: 10235.627930
	Iteration 25Q: 3 clusters Score -711583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -711589.750000 Penalty: 10235.627930
	Iteration 26Q: 3 clusters Score -711589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -711595.312500 Penalty: 10235.627930
	Iteration 27Q: 3 clusters Score -711595.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -711602.937500 Penalty: 10235.627930
	Iteration 28Q: 3 clusters Score -711602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -711605.437500 Penalty: 10235.627930
	Iteration 29Q: 3 clusters Score -711605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711608.750000 Penalty: 10235.627930
	Iteration 30Q: 3 clusters Score -711608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -711610.312500 Penalty: 10235.627930
	Iteration 31Q: 3 clusters Score -711610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -711610.000000 Penalty: 10235.627930
	Iteration 32Q: 3 clusters Score -711610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711610.687500 Penalty: 10235.627930
	Iteration 33Q: 3 clusters Score -711610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711610.687500 Penalty: 10235.627930
	Iteration 34F: 3 clusters Score -711610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Entering Unmasked Estep 
Score: -1605018.875000 Penalty: 5602.064941
	Iteration 0F: 2 clusters Score -1605019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1595251.625000 Penalty: 11204.129883
	Iteration 0F: 3 clusters Score -1595252 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1597168.625000 Penalty: 11204.129883
	Iteration 1F: 3 clusters Score -1597169 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1597640.625000 Penalty: 11204.129883
	Iteration 2F: 3 clusters Score -1597641 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1598028.875000 Penalty: 11204.129883
	Iteration 3F: 3 clusters Score -1598029 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1598333.750000 Penalty: 11204.129883
	Iteration 4Q: 3 clusters Score -1598334 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1598632.375000 Penalty: 11204.129883
	Iteration 5Q: 3 clusters Score -1598632 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1598879.750000 Penalty: 11204.129883
	Iteration 6Q: 3 clusters Score -1598880 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1599092.750000 Penalty: 11204.129883
	Iteration 7Q: 3 clusters Score -1599093 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1599314.750000 Penalty: 11204.129883
	Iteration 8Q: 3 clusters Score -1599315 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1599548.750000 Penalty: 11204.129883
	Iteration 9Q: 3 clusters Score -1599549 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1599782.250000 Penalty: 11204.129883
	Iteration 10Q: 3 clusters Score -1599782 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1600011.125000 Penalty: 11204.129883
	Iteration 11Q: 3 clusters Score -1600011 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1600227.625000 Penalty: 11204.129883
	Iteration 12Q: 3 clusters Score -1600228 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1600388.375000 Penalty: 11204.129883
	Iteration 13Q: 3 clusters Score -1600388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1600523.875000 Penalty: 11204.129883
	Iteration 14Q: 3 clusters Score -1600524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1600632.125000 Penalty: 11204.129883
	Iteration 15Q: 3 clusters Score -1600632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1600720.500000 Penalty: 11204.129883
	Iteration 16Q: 3 clusters Score -1600720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1600796.375000 Penalty: 11204.129883
	Iteration 17Q: 3 clusters Score -1600796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1600858.375000 Penalty: 11204.129883
	Iteration 18Q: 3 clusters Score -1600858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1600913.875000 Penalty: 11204.129883
	Iteration 19Q: 3 clusters Score -1600914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1600957.500000 Penalty: 11204.129883
	Iteration 20F: 3 clusters Score -1600958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1600993.750000 Penalty: 11204.129883
	Iteration 21Q: 3 clusters Score -1600994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1601034.875000 Penalty: 11204.129883
	Iteration 22Q: 3 clusters Score -1601035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1601074.625000 Penalty: 11204.129883
	Iteration 23Q: 3 clusters Score -1601075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1601098.750000 Penalty: 11204.129883
	Iteration 24Q: 3 clusters Score -1601099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1601125.000000 Penalty: 11204.129883
	Iteration 25Q: 3 clusters Score -1601125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1601149.125000 Penalty: 11204.129883
	Iteration 26Q: 3 clusters Score -1601149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1601159.875000 Penalty: 11204.129883
	Iteration 27Q: 3 clusters Score -1601160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1601170.000000 Penalty: 11204.129883
	Iteration 28Q: 3 clusters Score -1601170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1601178.125000 Penalty: 11204.129883
	Iteration 29Q: 3 clusters Score -1601178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1601186.125000 Penalty: 11204.129883
	Iteration 30Q: 3 clusters Score -1601186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1601189.500000 Penalty: 11204.129883
	Iteration 31Q: 3 clusters Score -1601190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1601191.875000 Penalty: 11204.129883
	Iteration 32Q: 3 clusters Score -1601192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1601193.375000 Penalty: 11204.129883
	Iteration 33Q: 3 clusters Score -1601193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1601197.625000 Penalty: 11204.129883
	Iteration 34Q: 3 clusters Score -1601198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1601203.375000 Penalty: 11204.129883
	Iteration 35Q: 3 clusters Score -1601203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1601204.750000 Penalty: 11204.129883
	Iteration 36Q: 3 clusters Score -1601205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1601212.375000 Penalty: 11204.129883
	Iteration 37Q: 3 clusters Score -1601212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1601209.000000 Penalty: 11204.129883
	Iteration 38Q: 3 clusters Score -1601209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1601213.250000 Penalty: 11204.129883
	Iteration 39Q: 3 clusters Score -1601213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1601213.875000 Penalty: 11204.129883
	Iteration 40F: 3 clusters Score -1601214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1601218.875000 Penalty: 11204.129883
	Iteration 41Q: 3 clusters Score -1601219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1601221.625000 Penalty: 11204.129883
	Iteration 42Q: 3 clusters Score -1601222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1601225.125000 Penalty: 11204.129883
	Iteration 43Q: 3 clusters Score -1601225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1601223.375000 Penalty: 11204.129883
	Iteration 44Q: 3 clusters Score -1601223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1601222.625000 Penalty: 11204.129883
	Iteration 45Q: 3 clusters Score -1601223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1601222.625000 Penalty: 11204.129883
	Iteration 46F: 3 clusters Score -1601223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Entering Unmasked Estep 
Score: -11289374.000000 Penalty: 6758.286621
	Iteration 0F: 2 clusters Score -1.128937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -11246029.000000 Penalty: 13516.573242
	Iteration 0F: 3 clusters Score -1.124603e+07 nChanged 27490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -11260694.000000 Penalty: 13516.573242
	Iteration 1F: 3 clusters Score -1.126069e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -11261738.000000 Penalty: 13516.573242
	Iteration 2Q: 3 clusters Score -1.126174e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -11262705.000000 Penalty: 13516.573242
	Iteration 3Q: 3 clusters Score -1.12627e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -11263565.000000 Penalty: 13516.573242
	Iteration 4Q: 3 clusters Score -1.126356e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -11264591.000000 Penalty: 13516.573242
	Iteration 5Q: 3 clusters Score -1.126459e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -11265900.000000 Penalty: 13516.573242
	Iteration 6Q: 3 clusters Score -1.12659e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -11267433.000000 Penalty: 13516.573242
	Iteration 7Q: 3 clusters Score -1.126743e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -11269122.000000 Penalty: 13516.573242
	Iteration 8F: 3 clusters Score -1.126912e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -11271014.000000 Penalty: 13516.573242
	Iteration 9F: 3 clusters Score -1.127101e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -11272954.000000 Penalty: 13516.573242
	Iteration 10F: 3 clusters Score -1.127295e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -11274873.000000 Penalty: 13516.573242
	Iteration 11F: 3 clusters Score -1.127487e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -11276381.000000 Penalty: 13516.573242
	Iteration 12Q: 3 clusters Score -1.127638e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -11277497.000000 Penalty: 13516.573242
	Iteration 13Q: 3 clusters Score -1.12775e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -11278518.000000 Penalty: 13516.573242
	Iteration 14Q: 3 clusters Score -1.127852e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -11279329.000000 Penalty: 13516.573242
	Iteration 15Q: 3 clusters Score -1.127933e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -11279958.000000 Penalty: 13516.573242
	Iteration 16Q: 3 clusters Score -1.127996e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -11280597.000000 Penalty: 13516.573242
	Iteration 17Q: 3 clusters Score -1.12806e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -11281261.000000 Penalty: 13516.573242
	Iteration 18Q: 3 clusters Score -1.128126e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -11282044.000000 Penalty: 13516.573242
	Iteration 19Q: 3 clusters Score -1.128204e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -11282964.000000 Penalty: 13516.573242
	Iteration 20F: 3 clusters Score -1.128296e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -11283612.000000 Penalty: 13516.573242
	Iteration 21Q: 3 clusters Score -1.128361e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -11284216.000000 Penalty: 13516.573242
	Iteration 22Q: 3 clusters Score -1.128422e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -11284615.000000 Penalty: 13516.573242
	Iteration 23Q: 3 clusters Score -1.128462e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -11284898.000000 Penalty: 13516.573242
	Iteration 24Q: 3 clusters Score -1.12849e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -11285185.000000 Penalty: 13516.573242
	Iteration 25Q: 3 clusters Score -1.128518e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -11285337.000000 Penalty: 13516.573242
	Iteration 26Q: 3 clusters Score -1.128534e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -11285498.000000 Penalty: 13516.573242
	Iteration 27Q: 3 clusters Score -1.12855e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -11285624.000000 Penalty: 13516.573242
	Iteration 28Q: 3 clusters Score -1.128562e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -11285686.000000 Penalty: 13516.573242
	Iteration 29Q: 3 clusters Score -1.128569e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -11285758.000000 Penalty: 13516.573242
	Iteration 30Q: 3 clusters Score -1.128576e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -11285835.000000 Penalty: 13516.573242
	Iteration 31Q: 3 clusters Score -1.128584e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -11285857.000000 Penalty: 13516.573242
	Iteration 32Q: 3 clusters Score -1.128586e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -11285906.000000 Penalty: 13516.573242
	Iteration 33Q: 3 clusters Score -1.128591e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -11285891.000000 Penalty: 13516.573242
	Iteration 34Q: 3 clusters Score -1.128589e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -11285920.000000 Penalty: 13516.573242
	Iteration 35Q: 3 clusters Score -1.128592e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -11285916.000000 Penalty: 13516.573242
	Iteration 36Q: 3 clusters Score -1.128592e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -11285937.000000 Penalty: 13516.573242
	Iteration 37Q: 3 clusters Score -1.128594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -11285929.000000 Penalty: 13516.573242
	Iteration 38Q: 3 clusters Score -1.128593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -11285915.000000 Penalty: 13516.573242
	Iteration 39Q: 3 clusters Score -1.128592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -11285941.000000 Penalty: 13516.573242
	Iteration 40F: 3 clusters Score -1.128594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -11285937.000000 Penalty: 13516.573242
	Iteration 41Q: 3 clusters Score -1.128594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -11285962.000000 Penalty: 13516.573242
	Iteration 42Q: 3 clusters Score -1.128596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -11285973.000000 Penalty: 13516.573242
	Iteration 43Q: 3 clusters Score -1.128597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -11285982.000000 Penalty: 13516.573242
	Iteration 44Q: 3 clusters Score -1.128598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -11285975.000000 Penalty: 13516.573242
	Iteration 45Q: 3 clusters Score -1.128598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -11285982.000000 Penalty: 13516.573242
	Iteration 46Q: 3 clusters Score -1.128598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -11285989.000000 Penalty: 13516.573242
	Iteration 47Q: 3 clusters Score -1.128599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -11285991.000000 Penalty: 13516.573242
	Iteration 48Q: 3 clusters Score -1.128599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -11285978.000000 Penalty: 13516.573242
	Iteration 49Q: 3 clusters Score -1.128598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -11286012.000000 Penalty: 13516.573242
	Iteration 50Q: 3 clusters Score -1.128601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -11286004.000000 Penalty: 13516.573242
	Iteration 51Q: 3 clusters Score -1.1286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -11285992.000000 Penalty: 13516.573242
	Iteration 52Q: 3 clusters Score -1.128599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -11285995.000000 Penalty: 13516.573242
	Iteration 53Q: 3 clusters Score -1.1286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -11285996.000000 Penalty: 13516.573242
	Iteration 54Q: 3 clusters Score -1.1286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -11286003.000000 Penalty: 13516.573242
	Iteration 55Q: 3 clusters Score -1.1286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -11286005.000000 Penalty: 13516.573242
	Iteration 56Q: 3 clusters Score -1.1286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -11286011.000000 Penalty: 13516.573242
	Iteration 57Q: 3 clusters Score -1.128601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -11286009.000000 Penalty: 13516.573242
	Iteration 58Q: 3 clusters Score -1.128601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -11286009.000000 Penalty: 13516.573242
	Iteration 59Q: 3 clusters Score -1.128601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -11286010.000000 Penalty: 13516.573242
	Iteration 60F: 3 clusters Score -1.128601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -11286021.000000 Penalty: 13516.573242
	Iteration 61Q: 3 clusters Score -1.128602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -11286021.000000 Penalty: 13516.573242
	Iteration 62F: 3 clusters Score -1.128602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (178966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Entering Unmasked Estep 
Score: -32285924.000000 Penalty: 7408.157227
	Iteration 0F: 2 clusters Score -3.228592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -32165670.000000 Penalty: 14816.314453
	Iteration 0F: 3 clusters Score -3.216567e+07 nChanged 83946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -32212776.000000 Penalty: 14816.314453
	Iteration 1F: 3 clusters Score -3.221278e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -32214140.000000 Penalty: 14816.314453
	Iteration 2Q: 3 clusters Score -3.221414e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -32215364.000000 Penalty: 14816.314453
	Iteration 3Q: 3 clusters Score -3.221536e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -32216550.000000 Penalty: 14816.314453
	Iteration 4Q: 3 clusters Score -3.221655e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -32218046.000000 Penalty: 14816.314453
	Iteration 5Q: 3 clusters Score -3.221805e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -32219798.000000 Penalty: 14816.314453
	Iteration 6Q: 3 clusters Score -3.22198e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -32222336.000000 Penalty: 14816.314453
	Iteration 7Q: 3 clusters Score -3.222234e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -32226228.000000 Penalty: 14816.314453
	Iteration 8Q: 3 clusters Score -3.222623e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118954 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -32231788.000000 Penalty: 14816.314453
	Iteration 9F: 3 clusters Score -3.223179e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -32239658.000000 Penalty: 14816.314453
	Iteration 10F: 3 clusters Score -3.223966e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140767 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -32249334.000000 Penalty: 14816.314453
	Iteration 11F: 3 clusters Score -3.224933e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -32259316.000000 Penalty: 14816.314453
	Iteration 12F: 3 clusters Score -3.225932e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162046 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -32267394.000000 Penalty: 14816.314453
	Iteration 13F: 3 clusters Score -3.226739e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168838 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -32272844.000000 Penalty: 14816.314453
	Iteration 14Q: 3 clusters Score -3.227284e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172753 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -32275854.000000 Penalty: 14816.314453
	Iteration 15Q: 3 clusters Score -3.227585e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174832 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -32277418.000000 Penalty: 14816.314453
	Iteration 16Q: 3 clusters Score -3.227742e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175896 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -32278252.000000 Penalty: 14816.314453
	Iteration 17Q: 3 clusters Score -3.227825e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176453 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -32278658.000000 Penalty: 14816.314453
	Iteration 18Q: 3 clusters Score -3.227866e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176769 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -32278944.000000 Penalty: 14816.314453
	Iteration 19Q: 3 clusters Score -3.227894e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176965 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -32279218.000000 Penalty: 14816.314453
	Iteration 20F: 3 clusters Score -3.227922e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -32279398.000000 Penalty: 14816.314453
	Iteration 21Q: 3 clusters Score -3.22794e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177198 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -32279510.000000 Penalty: 14816.314453
	Iteration 22Q: 3 clusters Score -3.227951e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177273 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -32279604.000000 Penalty: 14816.314453
	Iteration 23Q: 3 clusters Score -3.22796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177332 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -32279692.000000 Penalty: 14816.314453
	Iteration 24Q: 3 clusters Score -3.227969e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177374 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -32279744.000000 Penalty: 14816.314453
	Iteration 25Q: 3 clusters Score -3.227974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -32279740.000000 Penalty: 14816.314453
	Iteration 26Q: 3 clusters Score -3.227974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177415 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -32279750.000000 Penalty: 14816.314453
	Iteration 27Q: 3 clusters Score -3.227975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -32279788.000000 Penalty: 14816.314453
	Iteration 28Q: 3 clusters Score -3.227979e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177427 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -32279808.000000 Penalty: 14816.314453
	Iteration 29Q: 3 clusters Score -3.227981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -32279822.000000 Penalty: 14816.314453
	Iteration 30Q: 3 clusters Score -3.227982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -32279822.000000 Penalty: 14816.314453
	Iteration 31Q: 3 clusters Score -3.227982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -32279846.000000 Penalty: 14816.314453
	Iteration 32Q: 3 clusters Score -3.227985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177454 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -32279840.000000 Penalty: 14816.314453
	Iteration 33Q: 3 clusters Score -3.227984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -32279852.000000 Penalty: 14816.314453
	Iteration 34Q: 3 clusters Score -3.227985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177463 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -32279872.000000 Penalty: 14816.314453
	Iteration 35Q: 3 clusters Score -3.227987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -32279894.000000 Penalty: 14816.314453
	Iteration 36Q: 3 clusters Score -3.227989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -32279880.000000 Penalty: 14816.314453
	Iteration 37Q: 3 clusters Score -3.227988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -32279896.000000 Penalty: 14816.314453
	Iteration 38Q: 3 clusters Score -3.22799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -32279904.000000 Penalty: 14816.314453
	Iteration 39Q: 3 clusters Score -3.22799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -32279904.000000 Penalty: 14816.314453
	Iteration 40F: 3 clusters Score -3.22799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -165817.015625 Penalty: 4303.686523
	Iteration 0F: 2 clusters Score -165817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161987.609375 Penalty: 8607.373047
	Iteration 0F: 3 clusters Score -161987.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -163474.765625 Penalty: 8607.373047
	Iteration 1F: 3 clusters Score -163474.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -164239.328125 Penalty: 8607.373047
	Iteration 2F: 3 clusters Score -164239.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -164613.000000 Penalty: 8607.373047
	Iteration 3F: 3 clusters Score -164613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -164811.062500 Penalty: 8607.373047
	Iteration 4Q: 3 clusters Score -164811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -164939.546875 Penalty: 8607.373047
	Iteration 5Q: 3 clusters Score -164939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -165004.015625 Penalty: 8607.373047
	Iteration 6Q: 3 clusters Score -165004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -165076.734375 Penalty: 8607.373047
	Iteration 7Q: 3 clusters Score -165076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -165121.796875 Penalty: 8607.373047
	Iteration 8Q: 3 clusters Score -165121.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -165207.531250 Penalty: 8607.373047
	Iteration 9Q: 3 clusters Score -165207.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -165287.703125 Penalty: 8607.373047
	Iteration 10Q: 3 clusters Score -165287.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -165352.484375 Penalty: 8607.373047
	Iteration 11Q: 3 clusters Score -165352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -165415.843750 Penalty: 8607.373047
	Iteration 12Q: 3 clusters Score -165415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -165455.640625 Penalty: 8607.373047
	Iteration 13Q: 3 clusters Score -165455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -165475.406250 Penalty: 8607.373047
	Iteration 14Q: 3 clusters Score -165475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -165483.046875 Penalty: 8607.373047
	Iteration 15Q: 3 clusters Score -165483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -165531.687500 Penalty: 8607.373047
	Iteration 16F: 3 clusters Score -165531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -165634.921875 Penalty: 8607.373047
	Iteration 17Q: 3 clusters Score -165634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -165656.312500 Penalty: 8607.373047
	Iteration 18Q: 3 clusters Score -165656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -165676.843750 Penalty: 8607.373047
	Iteration 19Q: 3 clusters Score -165676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -165680.859375 Penalty: 8607.373047
	Iteration 20F: 3 clusters Score -165680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -2081726.625000 Penalty: 5729.488770
	Iteration 0F: 2 clusters Score -2081727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2070576.750000 Penalty: 11458.977539
	Iteration 0F: 3 clusters Score -2070577 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2073108.125000 Penalty: 11458.977539
	Iteration 1F: 3 clusters Score -2073108 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2073603.125000 Penalty: 11458.977539
	Iteration 2F: 3 clusters Score -2073603 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2073855.250000 Penalty: 11458.977539
	Iteration 3Q: 3 clusters Score -2073855 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2074049.500000 Penalty: 11458.977539
	Iteration 4Q: 3 clusters Score -2074050 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2074161.750000 Penalty: 11458.977539
	Iteration 5Q: 3 clusters Score -2074162 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2074248.250000 Penalty: 11458.977539
	Iteration 6Q: 3 clusters Score -2074248 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2074324.000000 Penalty: 11458.977539
	Iteration 7Q: 3 clusters Score -2074324 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2074390.750000 Penalty: 11458.977539
	Iteration 8Q: 3 clusters Score -2074391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2074443.250000 Penalty: 11458.977539
	Iteration 9Q: 3 clusters Score -2074443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2074491.375000 Penalty: 11458.977539
	Iteration 10Q: 3 clusters Score -2074491 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2074533.125000 Penalty: 11458.977539
	Iteration 11Q: 3 clusters Score -2074533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2074559.750000 Penalty: 11458.977539
	Iteration 12Q: 3 clusters Score -2074560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2074593.375000 Penalty: 11458.977539
	Iteration 13Q: 3 clusters Score -2074593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2074624.250000 Penalty: 11458.977539
	Iteration 14Q: 3 clusters Score -2074624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2074671.625000 Penalty: 11458.977539
	Iteration 15Q: 3 clusters Score -2074672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2074719.750000 Penalty: 11458.977539
	Iteration 16Q: 3 clusters Score -2074720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2074772.125000 Penalty: 11458.977539
	Iteration 17Q: 3 clusters Score -2074772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2074811.750000 Penalty: 11458.977539
	Iteration 18Q: 3 clusters Score -2074812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2074856.250000 Penalty: 11458.977539
	Iteration 19Q: 3 clusters Score -2074856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2074886.500000 Penalty: 11458.977539
	Iteration 20F: 3 clusters Score -2074886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2074933.125000 Penalty: 11458.977539
	Iteration 21Q: 3 clusters Score -2074933 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2074990.125000 Penalty: 11458.977539
	Iteration 22Q: 3 clusters Score -2074990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2075038.625000 Penalty: 11458.977539
	Iteration 23Q: 3 clusters Score -2075039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2075104.000000 Penalty: 11458.977539
	Iteration 24Q: 3 clusters Score -2075104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2075161.750000 Penalty: 11458.977539
	Iteration 25Q: 3 clusters Score -2075162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2075219.625000 Penalty: 11458.977539
	Iteration 26Q: 3 clusters Score -2075220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2075262.875000 Penalty: 11458.977539
	Iteration 27Q: 3 clusters Score -2075263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2075319.500000 Penalty: 11458.977539
	Iteration 28Q: 3 clusters Score -2075320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2075379.250000 Penalty: 11458.977539
	Iteration 29Q: 3 clusters Score -2075379 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2075437.875000 Penalty: 11458.977539
	Iteration 30Q: 3 clusters Score -2075438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2075489.750000 Penalty: 11458.977539
	Iteration 31Q: 3 clusters Score -2075490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2075531.250000 Penalty: 11458.977539
	Iteration 32Q: 3 clusters Score -2075531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2075598.625000 Penalty: 11458.977539
	Iteration 33Q: 3 clusters Score -2075599 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2075660.500000 Penalty: 11458.977539
	Iteration 34Q: 3 clusters Score -2075660 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2075702.125000 Penalty: 11458.977539
	Iteration 35Q: 3 clusters Score -2075702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2075739.000000 Penalty: 11458.977539
	Iteration 36Q: 3 clusters Score -2075739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2075786.500000 Penalty: 11458.977539
	Iteration 37Q: 3 clusters Score -2075786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2075834.625000 Penalty: 11458.977539
	Iteration 38Q: 3 clusters Score -2075835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2075881.000000 Penalty: 11458.977539
	Iteration 39Q: 3 clusters Score -2075881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2075900.375000 Penalty: 11458.977539
	Iteration 40F: 3 clusters Score -2075900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2075929.875000 Penalty: 11458.977539
	Iteration 41Q: 3 clusters Score -2075930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2075939.250000 Penalty: 11458.977539
	Iteration 42Q: 3 clusters Score -2075939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2075960.875000 Penalty: 11458.977539
	Iteration 43Q: 3 clusters Score -2075961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2075973.000000 Penalty: 11458.977539
	Iteration 44Q: 3 clusters Score -2075973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2075990.000000 Penalty: 11458.977539
	Iteration 45Q: 3 clusters Score -2075990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2076008.125000 Penalty: 11458.977539
	Iteration 46Q: 3 clusters Score -2076008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2076024.125000 Penalty: 11458.977539
	Iteration 47Q: 3 clusters Score -2076024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2076045.500000 Penalty: 11458.977539
	Iteration 48Q: 3 clusters Score -2076046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2076060.750000 Penalty: 11458.977539
	Iteration 49Q: 3 clusters Score -2076061 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2076077.250000 Penalty: 11458.977539
	Iteration 50Q: 3 clusters Score -2076077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2076089.000000 Penalty: 11458.977539
	Iteration 51Q: 3 clusters Score -2076089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2076103.500000 Penalty: 11458.977539
	Iteration 52Q: 3 clusters Score -2076104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2076125.375000 Penalty: 11458.977539
	Iteration 53Q: 3 clusters Score -2076125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2076135.875000 Penalty: 11458.977539
	Iteration 54Q: 3 clusters Score -2076136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2076150.125000 Penalty: 11458.977539
	Iteration 55Q: 3 clusters Score -2076150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2076169.000000 Penalty: 11458.977539
	Iteration 56Q: 3 clusters Score -2076169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2076196.250000 Penalty: 11458.977539
	Iteration 57Q: 3 clusters Score -2076196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2076228.375000 Penalty: 11458.977539
	Iteration 58Q: 3 clusters Score -2076228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2076273.500000 Penalty: 11458.977539
	Iteration 59Q: 3 clusters Score -2076274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2076337.250000 Penalty: 11458.977539
	Iteration 60F: 3 clusters Score -2076337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2076427.625000 Penalty: 11458.977539
	Iteration 61Q: 3 clusters Score -2076428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2076558.375000 Penalty: 11458.977539
	Iteration 62Q: 3 clusters Score -2076558 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2076744.875000 Penalty: 11458.977539
	Iteration 63Q: 3 clusters Score -2076745 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2076917.625000 Penalty: 11458.977539
	Iteration 64Q: 3 clusters Score -2076918 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2077055.125000 Penalty: 11458.977539
	Iteration 65Q: 3 clusters Score -2077055 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2077159.875000 Penalty: 11458.977539
	Iteration 66Q: 3 clusters Score -2077160 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2077233.500000 Penalty: 11458.977539
	Iteration 67Q: 3 clusters Score -2077234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2077277.875000 Penalty: 11458.977539
	Iteration 68Q: 3 clusters Score -2077278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2077323.250000 Penalty: 11458.977539
	Iteration 69Q: 3 clusters Score -2077323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2077357.750000 Penalty: 11458.977539
	Iteration 70Q: 3 clusters Score -2077358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2077384.000000 Penalty: 11458.977539
	Iteration 71Q: 3 clusters Score -2077384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2077402.000000 Penalty: 11458.977539
	Iteration 72Q: 3 clusters Score -2077402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2077413.375000 Penalty: 11458.977539
	Iteration 73Q: 3 clusters Score -2077413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2077418.750000 Penalty: 11458.977539
	Iteration 74Q: 3 clusters Score -2077419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2077439.125000 Penalty: 11458.977539
	Iteration 75Q: 3 clusters Score -2077439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2077440.000000 Penalty: 11458.977539
	Iteration 76Q: 3 clusters Score -2077440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2077446.625000 Penalty: 11458.977539
	Iteration 77Q: 3 clusters Score -2077447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2077453.375000 Penalty: 11458.977539
	Iteration 78Q: 3 clusters Score -2077453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2077461.875000 Penalty: 11458.977539
	Iteration 79Q: 3 clusters Score -2077462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2077466.500000 Penalty: 11458.977539
	Iteration 80F: 3 clusters Score -2077466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2077471.750000 Penalty: 11458.977539
	Iteration 81Q: 3 clusters Score -2077472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2077475.625000 Penalty: 11458.977539
	Iteration 82Q: 3 clusters Score -2077476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2077478.000000 Penalty: 11458.977539
	Iteration 83Q: 3 clusters Score -2077478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2077479.000000 Penalty: 11458.977539
	Iteration 84Q: 3 clusters Score -2077479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2077484.000000 Penalty: 11458.977539
	Iteration 85Q: 3 clusters Score -2077484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2077481.375000 Penalty: 11458.977539
	Iteration 86Q: 3 clusters Score -2077481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2077481.875000 Penalty: 11458.977539
	Iteration 87Q: 3 clusters Score -2077482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2077488.625000 Penalty: 11458.977539
	Iteration 88Q: 3 clusters Score -2077489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2077486.875000 Penalty: 11458.977539
	Iteration 89Q: 3 clusters Score -2077487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2077488.750000 Penalty: 11458.977539
	Iteration 90Q: 3 clusters Score -2077489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2077487.375000 Penalty: 11458.977539
	Iteration 91Q: 3 clusters Score -2077487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2077486.500000 Penalty: 11458.977539
	Iteration 92Q: 3 clusters Score -2077486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2077489.000000 Penalty: 11458.977539
	Iteration 93Q: 3 clusters Score -2077489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2077489.125000 Penalty: 11458.977539
	Iteration 94Q: 3 clusters Score -2077489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2077491.750000 Penalty: 11458.977539
	Iteration 95Q: 3 clusters Score -2077492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2077495.875000 Penalty: 11458.977539
	Iteration 96Q: 3 clusters Score -2077496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2077495.125000 Penalty: 11458.977539
	Iteration 97Q: 3 clusters Score -2077495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2077496.875000 Penalty: 11458.977539
	Iteration 98Q: 3 clusters Score -2077497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2077498.250000 Penalty: 11458.977539
	Iteration 99Q: 3 clusters Score -2077498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2077502.750000 Penalty: 11458.977539
	Iteration 100F: 3 clusters Score -2077503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Entering Unmasked Estep 
Score: -11312584.000000 Penalty: 6763.259766
	Iteration 0F: 2 clusters Score -1.131258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -11268848.000000 Penalty: 13526.519531
	Iteration 0F: 3 clusters Score -1.126885e+07 nChanged 27916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -11284048.000000 Penalty: 13526.519531
	Iteration 1F: 3 clusters Score -1.128405e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -11285017.000000 Penalty: 13526.519531
	Iteration 2Q: 3 clusters Score -1.128502e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -11285720.000000 Penalty: 13526.519531
	Iteration 3Q: 3 clusters Score -1.128572e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -11286352.000000 Penalty: 13526.519531
	Iteration 4Q: 3 clusters Score -1.128635e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -11287054.000000 Penalty: 13526.519531
	Iteration 5Q: 3 clusters Score -1.128705e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -11287997.000000 Penalty: 13526.519531
	Iteration 6Q: 3 clusters Score -1.1288e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -11289319.000000 Penalty: 13526.519531
	Iteration 7Q: 3 clusters Score -1.128932e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -11291299.000000 Penalty: 13526.519531
	Iteration 8F: 3 clusters Score -1.12913e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -11294217.000000 Penalty: 13526.519531
	Iteration 9F: 3 clusters Score -1.129422e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -11297682.000000 Penalty: 13526.519531
	Iteration 10F: 3 clusters Score -1.129768e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -11300984.000000 Penalty: 13526.519531
	Iteration 11F: 3 clusters Score -1.130098e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -11303471.000000 Penalty: 13526.519531
	Iteration 12Q: 3 clusters Score -1.130347e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11304938.000000 Penalty: 13526.519531
	Iteration 13Q: 3 clusters Score -1.130494e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11305677.000000 Penalty: 13526.519531
	Iteration 14Q: 3 clusters Score -1.130568e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11306023.000000 Penalty: 13526.519531
	Iteration 15Q: 3 clusters Score -1.130602e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11306195.000000 Penalty: 13526.519531
	Iteration 16Q: 3 clusters Score -1.13062e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11306292.000000 Penalty: 13526.519531
	Iteration 17Q: 3 clusters Score -1.130629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11306362.000000 Penalty: 13526.519531
	Iteration 18Q: 3 clusters Score -1.130636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11306410.000000 Penalty: 13526.519531
	Iteration 19Q: 3 clusters Score -1.130641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11306471.000000 Penalty: 13526.519531
	Iteration 20F: 3 clusters Score -1.130647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11306488.000000 Penalty: 13526.519531
	Iteration 21Q: 3 clusters Score -1.130649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11306514.000000 Penalty: 13526.519531
	Iteration 22Q: 3 clusters Score -1.130651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11306533.000000 Penalty: 13526.519531
	Iteration 23Q: 3 clusters Score -1.130653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11306546.000000 Penalty: 13526.519531
	Iteration 24Q: 3 clusters Score -1.130655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11306544.000000 Penalty: 13526.519531
	Iteration 25Q: 3 clusters Score -1.130654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11306557.000000 Penalty: 13526.519531
	Iteration 26Q: 3 clusters Score -1.130656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11306568.000000 Penalty: 13526.519531
	Iteration 27Q: 3 clusters Score -1.130657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11306576.000000 Penalty: 13526.519531
	Iteration 28Q: 3 clusters Score -1.130658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11306586.000000 Penalty: 13526.519531
	Iteration 29Q: 3 clusters Score -1.130659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11306586.000000 Penalty: 13526.519531
	Iteration 30F: 3 clusters Score -1.130659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Entering Unmasked Estep 
Score: -9598787.000000 Penalty: 6664.177734
	Iteration 0F: 2 clusters Score -9598787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -9560945.000000 Penalty: 13328.355469
	Iteration 0F: 3 clusters Score -9560945 nChanged 23489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -9573549.000000 Penalty: 13328.355469
	Iteration 1F: 3 clusters Score -9573549 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -9574652.000000 Penalty: 13328.355469
	Iteration 2F: 3 clusters Score -9574652 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -9575678.000000 Penalty: 13328.355469
	Iteration 3Q: 3 clusters Score -9575678 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -9576853.000000 Penalty: 13328.355469
	Iteration 4Q: 3 clusters Score -9576853 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -9578167.000000 Penalty: 13328.355469
	Iteration 5Q: 3 clusters Score -9578167 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -9579847.000000 Penalty: 13328.355469
	Iteration 6F: 3 clusters Score -9579847 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -9581895.000000 Penalty: 13328.355469
	Iteration 7F: 3 clusters Score -9581895 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -9584112.000000 Penalty: 13328.355469
	Iteration 8F: 3 clusters Score -9584112 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -9586003.000000 Penalty: 13328.355469
	Iteration 9Q: 3 clusters Score -9586003 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -9587520.000000 Penalty: 13328.355469
	Iteration 10Q: 3 clusters Score -9587520 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -9588649.000000 Penalty: 13328.355469
	Iteration 11Q: 3 clusters Score -9588649 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -9589575.000000 Penalty: 13328.355469
	Iteration 12Q: 3 clusters Score -9589575 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -9590299.000000 Penalty: 13328.355469
	Iteration 13Q: 3 clusters Score -9590299 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -9590922.000000 Penalty: 13328.355469
	Iteration 14Q: 3 clusters Score -9590922 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -9591462.000000 Penalty: 13328.355469
	Iteration 15Q: 3 clusters Score -9591462 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -9591876.000000 Penalty: 13328.355469
	Iteration 16Q: 3 clusters Score -9591876 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -9592207.000000 Penalty: 13328.355469
	Iteration 17Q: 3 clusters Score -9592207 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -9592531.000000 Penalty: 13328.355469
	Iteration 18Q: 3 clusters Score -9592531 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -9592846.000000 Penalty: 13328.355469
	Iteration 19Q: 3 clusters Score -9592846 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9593075.000000 Penalty: 13328.355469
	Iteration 20F: 3 clusters Score -9593075 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9593287.000000 Penalty: 13328.355469
	Iteration 21Q: 3 clusters Score -9593287 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -9593453.000000 Penalty: 13328.355469
	Iteration 22Q: 3 clusters Score -9593453 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9593584.000000 Penalty: 13328.355469
	Iteration 23Q: 3 clusters Score -9593584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9593717.000000 Penalty: 13328.355469
	Iteration 24Q: 3 clusters Score -9593717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9593778.000000 Penalty: 13328.355469
	Iteration 25Q: 3 clusters Score -9593778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9593855.000000 Penalty: 13328.355469
	Iteration 26Q: 3 clusters Score -9593855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9593924.000000 Penalty: 13328.355469
	Iteration 27Q: 3 clusters Score -9593924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9594025.000000 Penalty: 13328.355469
	Iteration 28Q: 3 clusters Score -9594025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9594141.000000 Penalty: 13328.355469
	Iteration 29Q: 3 clusters Score -9594141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9594239.000000 Penalty: 13328.355469
	Iteration 30Q: 3 clusters Score -9594239 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9594309.000000 Penalty: 13328.355469
	Iteration 31Q: 3 clusters Score -9594309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9594363.000000 Penalty: 13328.355469
	Iteration 32Q: 3 clusters Score -9594363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9594376.000000 Penalty: 13328.355469
	Iteration 33Q: 3 clusters Score -9594376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9594392.000000 Penalty: 13328.355469
	Iteration 34Q: 3 clusters Score -9594392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9594392.000000 Penalty: 13328.355469
	Iteration 35Q: 3 clusters Score -9594392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9594399.000000 Penalty: 13328.355469
	Iteration 36Q: 3 clusters Score -9594399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9594401.000000 Penalty: 13328.355469
	Iteration 37Q: 3 clusters Score -9594401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9594420.000000 Penalty: 13328.355469
	Iteration 38Q: 3 clusters Score -9594420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9594421.000000 Penalty: 13328.355469
	Iteration 39Q: 3 clusters Score -9594421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9594430.000000 Penalty: 13328.355469
	Iteration 40F: 3 clusters Score -9594430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9594436.000000 Penalty: 13328.355469
	Iteration 41Q: 3 clusters Score -9594436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9594433.000000 Penalty: 13328.355469
	Iteration 42Q: 3 clusters Score -9594433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9594431.000000 Penalty: 13328.355469
	Iteration 43Q: 3 clusters Score -9594431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9594431.000000 Penalty: 13328.355469
	Iteration 44F: 3 clusters Score -9594431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -348134.406250 Penalty: 4681.045898
	Iteration 0F: 2 clusters Score -348134.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -343195.937500 Penalty: 9362.091797
	Iteration 0F: 3 clusters Score -343195.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -344028.906250 Penalty: 9362.091797
	Iteration 1F: 3 clusters Score -344028.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -344619.000000 Penalty: 9362.091797
	Iteration 2F: 3 clusters Score -344619 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -345152.625000 Penalty: 9362.091797
	Iteration 3F: 3 clusters Score -345152.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -345694.968750 Penalty: 9362.091797
	Iteration 4F: 3 clusters Score -345695 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -346008.437500 Penalty: 9362.091797
	Iteration 5F: 3 clusters Score -346008.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -346192.875000 Penalty: 9362.091797
	Iteration 6Q: 3 clusters Score -346192.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -346249.531250 Penalty: 9362.091797
	Iteration 7Q: 3 clusters Score -346249.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -346275.437500 Penalty: 9362.091797
	Iteration 8Q: 3 clusters Score -346275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -346288.437500 Penalty: 9362.091797
	Iteration 9Q: 3 clusters Score -346288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -346296.281250 Penalty: 9362.091797
	Iteration 10Q: 3 clusters Score -346296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -346305.250000 Penalty: 9362.091797
	Iteration 11Q: 3 clusters Score -346305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -346313.906250 Penalty: 9362.091797
	Iteration 12Q: 3 clusters Score -346313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -346324.937500 Penalty: 9362.091797
	Iteration 13Q: 3 clusters Score -346324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -346332.593750 Penalty: 9362.091797
	Iteration 14Q: 3 clusters Score -346332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -346334.937500 Penalty: 9362.091797
	Iteration 15Q: 3 clusters Score -346334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -346334.937500 Penalty: 9362.091797
	Iteration 16F: 3 clusters Score -346334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Entering Unmasked Estep 
Score: -1392420.125000 Penalty: 5506.034668
	Iteration 0F: 2 clusters Score -1392420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1383359.375000 Penalty: 11012.069336
	Iteration 0F: 3 clusters Score -1383359 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1385178.500000 Penalty: 11012.069336
	Iteration 1F: 3 clusters Score -1385178 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1385568.750000 Penalty: 11012.069336
	Iteration 2F: 3 clusters Score -1385569 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1385815.625000 Penalty: 11012.069336
	Iteration 3Q: 3 clusters Score -1385816 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1386021.500000 Penalty: 11012.069336
	Iteration 4Q: 3 clusters Score -1386022 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1386254.000000 Penalty: 11012.069336
	Iteration 5Q: 3 clusters Score -1386254 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1386451.500000 Penalty: 11012.069336
	Iteration 6Q: 3 clusters Score -1386452 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1386595.625000 Penalty: 11012.069336
	Iteration 7Q: 3 clusters Score -1386596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1386715.500000 Penalty: 11012.069336
	Iteration 8Q: 3 clusters Score -1386716 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1386811.125000 Penalty: 11012.069336
	Iteration 9Q: 3 clusters Score -1386811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1386883.875000 Penalty: 11012.069336
	Iteration 10Q: 3 clusters Score -1386884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1386945.250000 Penalty: 11012.069336
	Iteration 11Q: 3 clusters Score -1386945 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1386996.875000 Penalty: 11012.069336
	Iteration 12Q: 3 clusters Score -1386997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1387024.875000 Penalty: 11012.069336
	Iteration 13Q: 3 clusters Score -1387025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1387062.000000 Penalty: 11012.069336
	Iteration 14Q: 3 clusters Score -1387062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1387087.750000 Penalty: 11012.069336
	Iteration 15Q: 3 clusters Score -1387088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1387118.875000 Penalty: 11012.069336
	Iteration 16Q: 3 clusters Score -1387119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1387144.125000 Penalty: 11012.069336
	Iteration 17Q: 3 clusters Score -1387144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1387171.125000 Penalty: 11012.069336
	Iteration 18Q: 3 clusters Score -1387171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1387200.000000 Penalty: 11012.069336
	Iteration 19Q: 3 clusters Score -1387200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1387226.875000 Penalty: 11012.069336
	Iteration 20F: 3 clusters Score -1387227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1387250.750000 Penalty: 11012.069336
	Iteration 21Q: 3 clusters Score -1387251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1387279.500000 Penalty: 11012.069336
	Iteration 22Q: 3 clusters Score -1387280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1387306.625000 Penalty: 11012.069336
	Iteration 23Q: 3 clusters Score -1387307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1387326.375000 Penalty: 11012.069336
	Iteration 24Q: 3 clusters Score -1387326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1387349.500000 Penalty: 11012.069336
	Iteration 25Q: 3 clusters Score -1387350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1387365.500000 Penalty: 11012.069336
	Iteration 26Q: 3 clusters Score -1387366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1387390.875000 Penalty: 11012.069336
	Iteration 27Q: 3 clusters Score -1387391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1387414.375000 Penalty: 11012.069336
	Iteration 28Q: 3 clusters Score -1387414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1387436.375000 Penalty: 11012.069336
	Iteration 29Q: 3 clusters Score -1387436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1387453.625000 Penalty: 11012.069336
	Iteration 30Q: 3 clusters Score -1387454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1387470.625000 Penalty: 11012.069336
	Iteration 31Q: 3 clusters Score -1387471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1387484.625000 Penalty: 11012.069336
	Iteration 32Q: 3 clusters Score -1387485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1387491.750000 Penalty: 11012.069336
	Iteration 33Q: 3 clusters Score -1387492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1387504.500000 Penalty: 11012.069336
	Iteration 34Q: 3 clusters Score -1387504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1387520.375000 Penalty: 11012.069336
	Iteration 35Q: 3 clusters Score -1387520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1387532.375000 Penalty: 11012.069336
	Iteration 36Q: 3 clusters Score -1387532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1387543.625000 Penalty: 11012.069336
	Iteration 37Q: 3 clusters Score -1387544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1387556.125000 Penalty: 11012.069336
	Iteration 38Q: 3 clusters Score -1387556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1387566.625000 Penalty: 11012.069336
	Iteration 39Q: 3 clusters Score -1387567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1387583.750000 Penalty: 11012.069336
	Iteration 40F: 3 clusters Score -1387584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1387598.250000 Penalty: 11012.069336
	Iteration 41Q: 3 clusters Score -1387598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1387615.875000 Penalty: 11012.069336
	Iteration 42Q: 3 clusters Score -1387616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1387635.500000 Penalty: 11012.069336
	Iteration 43Q: 3 clusters Score -1387636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1387656.875000 Penalty: 11012.069336
	Iteration 44Q: 3 clusters Score -1387657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1387684.375000 Penalty: 11012.069336
	Iteration 45Q: 3 clusters Score -1387684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1387710.000000 Penalty: 11012.069336
	Iteration 46Q: 3 clusters Score -1387710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1387738.750000 Penalty: 11012.069336
	Iteration 47Q: 3 clusters Score -1387739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1387774.625000 Penalty: 11012.069336
	Iteration 48Q: 3 clusters Score -1387775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1387809.000000 Penalty: 11012.069336
	Iteration 49Q: 3 clusters Score -1387809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1387841.500000 Penalty: 11012.069336
	Iteration 50Q: 3 clusters Score -1387842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1387871.000000 Penalty: 11012.069336
	Iteration 51Q: 3 clusters Score -1387871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1387897.000000 Penalty: 11012.069336
	Iteration 52Q: 3 clusters Score -1387897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1387924.000000 Penalty: 11012.069336
	Iteration 53Q: 3 clusters Score -1387924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1387944.625000 Penalty: 11012.069336
	Iteration 54Q: 3 clusters Score -1387945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1387964.250000 Penalty: 11012.069336
	Iteration 55Q: 3 clusters Score -1387964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1387982.875000 Penalty: 11012.069336
	Iteration 56Q: 3 clusters Score -1387983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1387997.250000 Penalty: 11012.069336
	Iteration 57Q: 3 clusters Score -1387997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1388014.750000 Penalty: 11012.069336
	Iteration 58Q: 3 clusters Score -1388015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1388029.250000 Penalty: 11012.069336
	Iteration 59Q: 3 clusters Score -1388029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1388045.500000 Penalty: 11012.069336
	Iteration 60F: 3 clusters Score -1388046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1388060.250000 Penalty: 11012.069336
	Iteration 61Q: 3 clusters Score -1388060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1388071.625000 Penalty: 11012.069336
	Iteration 62Q: 3 clusters Score -1388072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1388081.750000 Penalty: 11012.069336
	Iteration 63Q: 3 clusters Score -1388082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1388091.500000 Penalty: 11012.069336
	Iteration 64Q: 3 clusters Score -1388092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1388100.625000 Penalty: 11012.069336
	Iteration 65Q: 3 clusters Score -1388101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1388111.375000 Penalty: 11012.069336
	Iteration 66Q: 3 clusters Score -1388111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1388126.625000 Penalty: 11012.069336
	Iteration 67Q: 3 clusters Score -1388127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1388134.125000 Penalty: 11012.069336
	Iteration 68Q: 3 clusters Score -1388134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1388143.000000 Penalty: 11012.069336
	Iteration 69Q: 3 clusters Score -1388143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1388148.625000 Penalty: 11012.069336
	Iteration 70Q: 3 clusters Score -1388149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1388151.875000 Penalty: 11012.069336
	Iteration 71Q: 3 clusters Score -1388152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1388156.125000 Penalty: 11012.069336
	Iteration 72Q: 3 clusters Score -1388156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1388161.375000 Penalty: 11012.069336
	Iteration 73Q: 3 clusters Score -1388161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1388166.750000 Penalty: 11012.069336
	Iteration 74Q: 3 clusters Score -1388167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1388173.375000 Penalty: 11012.069336
	Iteration 75Q: 3 clusters Score -1388173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1388175.250000 Penalty: 11012.069336
	Iteration 76Q: 3 clusters Score -1388175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1388177.875000 Penalty: 11012.069336
	Iteration 77Q: 3 clusters Score -1388178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1388185.375000 Penalty: 11012.069336
	Iteration 78Q: 3 clusters Score -1388185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1388189.125000 Penalty: 11012.069336
	Iteration 79Q: 3 clusters Score -1388189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1388195.500000 Penalty: 11012.069336
	Iteration 80F: 3 clusters Score -1388196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1388195.500000 Penalty: 11012.069336
	Iteration 81Q: 3 clusters Score -1388196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1388198.500000 Penalty: 11012.069336
	Iteration 82Q: 3 clusters Score -1388198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1388202.625000 Penalty: 11012.069336
	Iteration 83Q: 3 clusters Score -1388203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1388202.500000 Penalty: 11012.069336
	Iteration 84Q: 3 clusters Score -1388202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1388206.750000 Penalty: 11012.069336
	Iteration 85Q: 3 clusters Score -1388207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1388208.500000 Penalty: 11012.069336
	Iteration 86Q: 3 clusters Score -1388208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1388209.250000 Penalty: 11012.069336
	Iteration 87Q: 3 clusters Score -1388209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1388211.375000 Penalty: 11012.069336
	Iteration 88Q: 3 clusters Score -1388211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1388211.375000 Penalty: 11012.069336
	Iteration 89F: 3 clusters Score -1388211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Entering Unmasked Estep 
Score: -6760800.000000 Penalty: 6459.408203
	Iteration 0F: 2 clusters Score -6760800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -6732890.500000 Penalty: 12918.816406
	Iteration 0F: 3 clusters Score -6732890 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6741612.500000 Penalty: 12918.816406
	Iteration 1F: 3 clusters Score -6741612 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -6742575.500000 Penalty: 12918.816406
	Iteration 2F: 3 clusters Score -6742576 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6743214.500000 Penalty: 12918.816406
	Iteration 3Q: 3 clusters Score -6743214 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -6743682.000000 Penalty: 12918.816406
	Iteration 4Q: 3 clusters Score -6743682 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -6744084.000000 Penalty: 12918.816406
	Iteration 5Q: 3 clusters Score -6744084 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -6744444.000000 Penalty: 12918.816406
	Iteration 6Q: 3 clusters Score -6744444 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6744804.000000 Penalty: 12918.816406
	Iteration 7Q: 3 clusters Score -6744804 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -6745223.000000 Penalty: 12918.816406
	Iteration 8Q: 3 clusters Score -6745223 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6745617.000000 Penalty: 12918.816406
	Iteration 9Q: 3 clusters Score -6745617 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -6746028.000000 Penalty: 12918.816406
	Iteration 10Q: 3 clusters Score -6746028 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -6746504.000000 Penalty: 12918.816406
	Iteration 11Q: 3 clusters Score -6746504 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -6747026.500000 Penalty: 12918.816406
	Iteration 12Q: 3 clusters Score -6747026 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6747751.500000 Penalty: 12918.816406
	Iteration 13Q: 3 clusters Score -6747752 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6748608.500000 Penalty: 12918.816406
	Iteration 14Q: 3 clusters Score -6748608 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -6749694.500000 Penalty: 12918.816406
	Iteration 15Q: 3 clusters Score -6749694 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -6750897.000000 Penalty: 12918.816406
	Iteration 16Q: 3 clusters Score -6750897 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -6752024.000000 Penalty: 12918.816406
	Iteration 17Q: 3 clusters Score -6752024 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6752839.500000 Penalty: 12918.816406
	Iteration 18Q: 3 clusters Score -6752840 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6753514.500000 Penalty: 12918.816406
	Iteration 19Q: 3 clusters Score -6753514 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6753939.500000 Penalty: 12918.816406
	Iteration 20F: 3 clusters Score -6753940 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6754257.000000 Penalty: 12918.816406
	Iteration 21Q: 3 clusters Score -6754257 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6754465.500000 Penalty: 12918.816406
	Iteration 22Q: 3 clusters Score -6754466 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6754610.000000 Penalty: 12918.816406
	Iteration 23Q: 3 clusters Score -6754610 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6754722.000000 Penalty: 12918.816406
	Iteration 24Q: 3 clusters Score -6754722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6754816.500000 Penalty: 12918.816406
	Iteration 25Q: 3 clusters Score -6754816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6754885.500000 Penalty: 12918.816406
	Iteration 26Q: 3 clusters Score -6754886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6754942.000000 Penalty: 12918.816406
	Iteration 27Q: 3 clusters Score -6754942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6754980.500000 Penalty: 12918.816406
	Iteration 28Q: 3 clusters Score -6754980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6755030.000000 Penalty: 12918.816406
	Iteration 29Q: 3 clusters Score -6755030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6755049.500000 Penalty: 12918.816406
	Iteration 30Q: 3 clusters Score -6755050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6755058.500000 Penalty: 12918.816406
	Iteration 31Q: 3 clusters Score -6755058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6755063.000000 Penalty: 12918.816406
	Iteration 32Q: 3 clusters Score -6755063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6755079.000000 Penalty: 12918.816406
	Iteration 33Q: 3 clusters Score -6755079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6755093.500000 Penalty: 12918.816406
	Iteration 34Q: 3 clusters Score -6755094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6755095.000000 Penalty: 12918.816406
	Iteration 35Q: 3 clusters Score -6755095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6755109.500000 Penalty: 12918.816406
	Iteration 36Q: 3 clusters Score -6755110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6755112.500000 Penalty: 12918.816406
	Iteration 37Q: 3 clusters Score -6755112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6755113.000000 Penalty: 12918.816406
	Iteration 38Q: 3 clusters Score -6755113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6755127.500000 Penalty: 12918.816406
	Iteration 39Q: 3 clusters Score -6755128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6755122.500000 Penalty: 12918.816406
	Iteration 40F: 3 clusters Score -6755122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6755129.500000 Penalty: 12918.816406
	Iteration 41Q: 3 clusters Score -6755130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6755131.000000 Penalty: 12918.816406
	Iteration 42Q: 3 clusters Score -6755131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6755140.500000 Penalty: 12918.816406
	Iteration 43Q: 3 clusters Score -6755140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6755133.000000 Penalty: 12918.816406
	Iteration 44Q: 3 clusters Score -6755133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6755142.500000 Penalty: 12918.816406
	Iteration 45Q: 3 clusters Score -6755142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6755144.000000 Penalty: 12918.816406
	Iteration 46Q: 3 clusters Score -6755144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6755140.500000 Penalty: 12918.816406
	Iteration 47Q: 3 clusters Score -6755140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6755132.500000 Penalty: 12918.816406
	Iteration 48Q: 3 clusters Score -6755132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6755134.000000 Penalty: 12918.816406
	Iteration 49Q: 3 clusters Score -6755134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6755134.000000 Penalty: 12918.816406
	Iteration 50F: 3 clusters Score -6755134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -89269.375000 Penalty: 3889.917480
	Iteration 0F: 2 clusters Score -89269.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -85816.015625 Penalty: 7779.834961
	Iteration 0F: 3 clusters Score -85816.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86129.835938 Penalty: 7779.834961
	Iteration 1F: 3 clusters Score -86129.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86321.078125 Penalty: 7779.834961
	Iteration 2Q: 3 clusters Score -86321.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86459.570312 Penalty: 7779.834961
	Iteration 3Q: 3 clusters Score -86459.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86511.015625 Penalty: 7779.834961
	Iteration 4Q: 3 clusters Score -86511.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86530.382812 Penalty: 7779.834961
	Iteration 5Q: 3 clusters Score -86530.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86531.843750 Penalty: 7779.834961
	Iteration 6Q: 3 clusters Score -86531.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86531.843750 Penalty: 7779.834961
	Iteration 7F: 3 clusters Score -86531.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Entering Unmasked Estep 
Score: -9343233.000000 Penalty: 6643.289551
	Iteration 0F: 2 clusters Score -9343233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -9306732.000000 Penalty: 13286.579102
	Iteration 0F: 3 clusters Score -9306732 nChanged 22660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -9318842.000000 Penalty: 13286.579102
	Iteration 1F: 3 clusters Score -9318842 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -9319740.000000 Penalty: 13286.579102
	Iteration 2F: 3 clusters Score -9319740 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -9320510.000000 Penalty: 13286.579102
	Iteration 3Q: 3 clusters Score -9320510 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -9321327.000000 Penalty: 13286.579102
	Iteration 4Q: 3 clusters Score -9321327 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -9322188.000000 Penalty: 13286.579102
	Iteration 5Q: 3 clusters Score -9322188 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -9323303.000000 Penalty: 13286.579102
	Iteration 6Q: 3 clusters Score -9323303 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -9324804.000000 Penalty: 13286.579102
	Iteration 7F: 3 clusters Score -9324804 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -9326739.000000 Penalty: 13286.579102
	Iteration 8F: 3 clusters Score -9326739 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -9329132.000000 Penalty: 13286.579102
	Iteration 9F: 3 clusters Score -9329132 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -9331633.000000 Penalty: 13286.579102
	Iteration 10F: 3 clusters Score -9331633 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -9333794.000000 Penalty: 13286.579102
	Iteration 11Q: 3 clusters Score -9333794 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9335261.000000 Penalty: 13286.579102
	Iteration 12Q: 3 clusters Score -9335261 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -9336126.000000 Penalty: 13286.579102
	Iteration 13Q: 3 clusters Score -9336126 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9336644.000000 Penalty: 13286.579102
	Iteration 14Q: 3 clusters Score -9336644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9336911.000000 Penalty: 13286.579102
	Iteration 15Q: 3 clusters Score -9336911 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -9337069.000000 Penalty: 13286.579102
	Iteration 16Q: 3 clusters Score -9337069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9337184.000000 Penalty: 13286.579102
	Iteration 17Q: 3 clusters Score -9337184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9337246.000000 Penalty: 13286.579102
	Iteration 18Q: 3 clusters Score -9337246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -9337282.000000 Penalty: 13286.579102
	Iteration 19Q: 3 clusters Score -9337282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -9337314.000000 Penalty: 13286.579102
	Iteration 20F: 3 clusters Score -9337314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -9337341.000000 Penalty: 13286.579102
	Iteration 21Q: 3 clusters Score -9337341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -9337355.000000 Penalty: 13286.579102
	Iteration 22Q: 3 clusters Score -9337355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -9337376.000000 Penalty: 13286.579102
	Iteration 23Q: 3 clusters Score -9337376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -9337391.000000 Penalty: 13286.579102
	Iteration 24Q: 3 clusters Score -9337391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -9337402.000000 Penalty: 13286.579102
	Iteration 25Q: 3 clusters Score -9337402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -9337415.000000 Penalty: 13286.579102
	Iteration 26Q: 3 clusters Score -9337415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -9337424.000000 Penalty: 13286.579102
	Iteration 27Q: 3 clusters Score -9337424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -9337433.000000 Penalty: 13286.579102
	Iteration 28Q: 3 clusters Score -9337433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -9337443.000000 Penalty: 13286.579102
	Iteration 29Q: 3 clusters Score -9337443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -9337436.000000 Penalty: 13286.579102
	Iteration 30Q: 3 clusters Score -9337436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -9337441.000000 Penalty: 13286.579102
	Iteration 31Q: 3 clusters Score -9337441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -9337434.000000 Penalty: 13286.579102
	Iteration 32Q: 3 clusters Score -9337434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -9337434.000000 Penalty: 13286.579102
	Iteration 33F: 3 clusters Score -9337434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Entering Unmasked Estep 
Score: -6479021.500000 Penalty: 6425.241699
	Iteration 0F: 2 clusters Score -6479022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -6452440.500000 Penalty: 12850.483398
	Iteration 0F: 3 clusters Score -6452440 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -6460759.000000 Penalty: 12850.483398
	Iteration 1F: 3 clusters Score -6460759 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -6461980.500000 Penalty: 12850.483398
	Iteration 2F: 3 clusters Score -6461980 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6463298.500000 Penalty: 12850.483398
	Iteration 3F: 3 clusters Score -6463298 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -6464731.000000 Penalty: 12850.483398
	Iteration 4F: 3 clusters Score -6464731 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -6466295.500000 Penalty: 12850.483398
	Iteration 5F: 3 clusters Score -6466296 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6467908.500000 Penalty: 12850.483398
	Iteration 6F: 3 clusters Score -6467908 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -6469283.500000 Penalty: 12850.483398
	Iteration 7F: 3 clusters Score -6469284 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -6470277.500000 Penalty: 12850.483398
	Iteration 8Q: 3 clusters Score -6470278 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -6470884.500000 Penalty: 12850.483398
	Iteration 9Q: 3 clusters Score -6470884 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -6471250.500000 Penalty: 12850.483398
	Iteration 10Q: 3 clusters Score -6471250 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -6471482.000000 Penalty: 12850.483398
	Iteration 11Q: 3 clusters Score -6471482 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6471621.000000 Penalty: 12850.483398
	Iteration 12Q: 3 clusters Score -6471621 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -6471711.500000 Penalty: 12850.483398
	Iteration 13Q: 3 clusters Score -6471712 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6471779.000000 Penalty: 12850.483398
	Iteration 14Q: 3 clusters Score -6471779 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -6471877.000000 Penalty: 12850.483398
	Iteration 15Q: 3 clusters Score -6471877 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -6471958.500000 Penalty: 12850.483398
	Iteration 16Q: 3 clusters Score -6471958 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -6472054.000000 Penalty: 12850.483398
	Iteration 17Q: 3 clusters Score -6472054 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -6472144.500000 Penalty: 12850.483398
	Iteration 18Q: 3 clusters Score -6472144 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -6472241.000000 Penalty: 12850.483398
	Iteration 19Q: 3 clusters Score -6472241 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -6472357.000000 Penalty: 12850.483398
	Iteration 20F: 3 clusters Score -6472357 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -6472464.000000 Penalty: 12850.483398
	Iteration 21Q: 3 clusters Score -6472464 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -6472627.500000 Penalty: 12850.483398
	Iteration 22Q: 3 clusters Score -6472628 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6472770.500000 Penalty: 12850.483398
	Iteration 23Q: 3 clusters Score -6472770 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -6472946.500000 Penalty: 12850.483398
	Iteration 24Q: 3 clusters Score -6472946 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -6473133.000000 Penalty: 12850.483398
	Iteration 25Q: 3 clusters Score -6473133 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -6473258.000000 Penalty: 12850.483398
	Iteration 26Q: 3 clusters Score -6473258 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -6473400.500000 Penalty: 12850.483398
	Iteration 27Q: 3 clusters Score -6473400 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -6473510.000000 Penalty: 12850.483398
	Iteration 28Q: 3 clusters Score -6473510 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -6473580.500000 Penalty: 12850.483398
	Iteration 29Q: 3 clusters Score -6473580 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -6473624.000000 Penalty: 12850.483398
	Iteration 30Q: 3 clusters Score -6473624 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -6473652.500000 Penalty: 12850.483398
	Iteration 31Q: 3 clusters Score -6473652 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6473687.500000 Penalty: 12850.483398
	Iteration 32Q: 3 clusters Score -6473688 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -6473738.500000 Penalty: 12850.483398
	Iteration 33Q: 3 clusters Score -6473738 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -6473774.500000 Penalty: 12850.483398
	Iteration 34Q: 3 clusters Score -6473774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -6473787.000000 Penalty: 12850.483398
	Iteration 35Q: 3 clusters Score -6473787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -6473814.000000 Penalty: 12850.483398
	Iteration 36Q: 3 clusters Score -6473814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6473817.000000 Penalty: 12850.483398
	Iteration 37Q: 3 clusters Score -6473817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -6473825.000000 Penalty: 12850.483398
	Iteration 38Q: 3 clusters Score -6473825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -6473827.500000 Penalty: 12850.483398
	Iteration 39Q: 3 clusters Score -6473828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -6473828.500000 Penalty: 12850.483398
	Iteration 40F: 3 clusters Score -6473828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -6473825.000000 Penalty: 12850.483398
	Iteration 41Q: 3 clusters Score -6473825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -6473829.000000 Penalty: 12850.483398
	Iteration 42Q: 3 clusters Score -6473829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -6473829.000000 Penalty: 12850.483398
	Iteration 43Q: 3 clusters Score -6473829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6473853.000000 Penalty: 12850.483398
	Iteration 44Q: 3 clusters Score -6473853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6473859.000000 Penalty: 12850.483398
	Iteration 45Q: 3 clusters Score -6473859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6473854.500000 Penalty: 12850.483398
	Iteration 46Q: 3 clusters Score -6473854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -6473874.500000 Penalty: 12850.483398
	Iteration 47Q: 3 clusters Score -6473874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -6473860.000000 Penalty: 12850.483398
	Iteration 48Q: 3 clusters Score -6473860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6473877.000000 Penalty: 12850.483398
	Iteration 49Q: 3 clusters Score -6473877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6473868.000000 Penalty: 12850.483398
	Iteration 50Q: 3 clusters Score -6473868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6473883.000000 Penalty: 12850.483398
	Iteration 51Q: 3 clusters Score -6473883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -6473879.500000 Penalty: 12850.483398
	Iteration 52Q: 3 clusters Score -6473880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -6473883.000000 Penalty: 12850.483398
	Iteration 53Q: 3 clusters Score -6473883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6473890.000000 Penalty: 12850.483398
	Iteration 54Q: 3 clusters Score -6473890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -6473880.500000 Penalty: 12850.483398
	Iteration 55Q: 3 clusters Score -6473880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -6473888.500000 Penalty: 12850.483398
	Iteration 56Q: 3 clusters Score -6473888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6473888.500000 Penalty: 12850.483398
	Iteration 57Q: 3 clusters Score -6473888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -6473890.000000 Penalty: 12850.483398
	Iteration 58Q: 3 clusters Score -6473890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6473893.500000 Penalty: 12850.483398
	Iteration 59Q: 3 clusters Score -6473894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -6473884.000000 Penalty: 12850.483398
	Iteration 60F: 3 clusters Score -6473884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -6473892.500000 Penalty: 12850.483398
	Iteration 61Q: 3 clusters Score -6473892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6473891.500000 Penalty: 12850.483398
	Iteration 62Q: 3 clusters Score -6473892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -6473895.500000 Penalty: 12850.483398
	Iteration 63Q: 3 clusters Score -6473896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6473894.000000 Penalty: 12850.483398
	Iteration 64Q: 3 clusters Score -6473894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -6473906.500000 Penalty: 12850.483398
	Iteration 65Q: 3 clusters Score -6473906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -6473899.000000 Penalty: 12850.483398
	Iteration 66Q: 3 clusters Score -6473899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -6473906.000000 Penalty: 12850.483398
	Iteration 67Q: 3 clusters Score -6473906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -6473907.000000 Penalty: 12850.483398
	Iteration 68Q: 3 clusters Score -6473907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -6473914.000000 Penalty: 12850.483398
	Iteration 69Q: 3 clusters Score -6473914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -6473909.500000 Penalty: 12850.483398
	Iteration 70Q: 3 clusters Score -6473910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -6473912.000000 Penalty: 12850.483398
	Iteration 71Q: 3 clusters Score -6473912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6473904.500000 Penalty: 12850.483398
	Iteration 72Q: 3 clusters Score -6473904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -6473904.000000 Penalty: 12850.483398
	Iteration 73Q: 3 clusters Score -6473904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -6473909.000000 Penalty: 12850.483398
	Iteration 74Q: 3 clusters Score -6473909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -6473906.500000 Penalty: 12850.483398
	Iteration 75Q: 3 clusters Score -6473906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -6473900.500000 Penalty: 12850.483398
	Iteration 76Q: 3 clusters Score -6473900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -6473906.500000 Penalty: 12850.483398
	Iteration 77Q: 3 clusters Score -6473906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -6473904.000000 Penalty: 12850.483398
	Iteration 78Q: 3 clusters Score -6473904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -6473908.000000 Penalty: 12850.483398
	Iteration 79Q: 3 clusters Score -6473908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -6473908.000000 Penalty: 12850.483398
	Iteration 80F: 3 clusters Score -6473908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -111574.625000 Penalty: 4002.835205
	Iteration 0F: 2 clusters Score -111574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107862.320312 Penalty: 8005.670410
	Iteration 0F: 3 clusters Score -107862.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108150.210938 Penalty: 8005.670410
	Iteration 1F: 3 clusters Score -108150.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108259.906250 Penalty: 8005.670410
	Iteration 2Q: 3 clusters Score -108259.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108351.265625 Penalty: 8005.670410
	Iteration 3Q: 3 clusters Score -108351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108391.765625 Penalty: 8005.670410
	Iteration 4Q: 3 clusters Score -108391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108424.914062 Penalty: 8005.670410
	Iteration 5Q: 3 clusters Score -108424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108450.804688 Penalty: 8005.670410
	Iteration 6Q: 3 clusters Score -108450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108456.234375 Penalty: 8005.670410
	Iteration 7Q: 3 clusters Score -108456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108472.875000 Penalty: 8005.670410
	Iteration 8Q: 3 clusters Score -108472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108480.281250 Penalty: 8005.670410
	Iteration 9Q: 3 clusters Score -108480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108490.835938 Penalty: 8005.670410
	Iteration 10Q: 3 clusters Score -108490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108490.835938 Penalty: 8005.670410
	Iteration 11F: 3 clusters Score -108490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Entering Unmasked Estep 
Score: -5952146.500000 Penalty: 6362.656250
	Iteration 0F: 2 clusters Score -5952146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5927842.000000 Penalty: 12725.312500
	Iteration 0F: 3 clusters Score -5927842 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5935012.000000 Penalty: 12725.312500
	Iteration 1F: 3 clusters Score -5935012 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -5935633.000000 Penalty: 12725.312500
	Iteration 2F: 3 clusters Score -5935633 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5936125.500000 Penalty: 12725.312500
	Iteration 3Q: 3 clusters Score -5936126 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -5936448.000000 Penalty: 12725.312500
	Iteration 4Q: 3 clusters Score -5936448 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -5936633.000000 Penalty: 12725.312500
	Iteration 5Q: 3 clusters Score -5936633 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -5936814.500000 Penalty: 12725.312500
	Iteration 6Q: 3 clusters Score -5936814 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5936947.000000 Penalty: 12725.312500
	Iteration 7Q: 3 clusters Score -5936947 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5937097.000000 Penalty: 12725.312500
	Iteration 8Q: 3 clusters Score -5937097 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5937215.500000 Penalty: 12725.312500
	Iteration 9Q: 3 clusters Score -5937216 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -5937353.000000 Penalty: 12725.312500
	Iteration 10Q: 3 clusters Score -5937353 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -5937487.000000 Penalty: 12725.312500
	Iteration 11Q: 3 clusters Score -5937487 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -5937667.000000 Penalty: 12725.312500
	Iteration 12Q: 3 clusters Score -5937667 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5937870.500000 Penalty: 12725.312500
	Iteration 13Q: 3 clusters Score -5937870 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -5938129.000000 Penalty: 12725.312500
	Iteration 14Q: 3 clusters Score -5938129 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5938468.000000 Penalty: 12725.312500
	Iteration 15Q: 3 clusters Score -5938468 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5938913.000000 Penalty: 12725.312500
	Iteration 16Q: 3 clusters Score -5938913 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5939499.000000 Penalty: 12725.312500
	Iteration 17Q: 3 clusters Score -5939499 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -5940297.000000 Penalty: 12725.312500
	Iteration 18Q: 3 clusters Score -5940297 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5941369.500000 Penalty: 12725.312500
	Iteration 19Q: 3 clusters Score -5941370 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -5942568.500000 Penalty: 12725.312500
	Iteration 20F: 3 clusters Score -5942568 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -5943744.000000 Penalty: 12725.312500
	Iteration 21Q: 3 clusters Score -5943744 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5944718.000000 Penalty: 12725.312500
	Iteration 22Q: 3 clusters Score -5944718 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -5945402.000000 Penalty: 12725.312500
	Iteration 23Q: 3 clusters Score -5945402 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -5945830.000000 Penalty: 12725.312500
	Iteration 24Q: 3 clusters Score -5945830 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -5946074.000000 Penalty: 12725.312500
	Iteration 25Q: 3 clusters Score -5946074 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -5946240.500000 Penalty: 12725.312500
	Iteration 26Q: 3 clusters Score -5946240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -5946319.000000 Penalty: 12725.312500
	Iteration 27Q: 3 clusters Score -5946319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5946411.500000 Penalty: 12725.312500
	Iteration 28Q: 3 clusters Score -5946412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -5946441.000000 Penalty: 12725.312500
	Iteration 29Q: 3 clusters Score -5946441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -5946477.500000 Penalty: 12725.312500
	Iteration 30Q: 3 clusters Score -5946478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5946499.500000 Penalty: 12725.312500
	Iteration 31Q: 3 clusters Score -5946500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5946504.500000 Penalty: 12725.312500
	Iteration 32Q: 3 clusters Score -5946504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -5946516.000000 Penalty: 12725.312500
	Iteration 33Q: 3 clusters Score -5946516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -5946532.000000 Penalty: 12725.312500
	Iteration 34Q: 3 clusters Score -5946532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5946542.500000 Penalty: 12725.312500
	Iteration 35Q: 3 clusters Score -5946542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -5946550.500000 Penalty: 12725.312500
	Iteration 36Q: 3 clusters Score -5946550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -5946552.000000 Penalty: 12725.312500
	Iteration 37Q: 3 clusters Score -5946552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -5946550.500000 Penalty: 12725.312500
	Iteration 38Q: 3 clusters Score -5946550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5946557.500000 Penalty: 12725.312500
	Iteration 39Q: 3 clusters Score -5946558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -5946562.000000 Penalty: 12725.312500
	Iteration 40F: 3 clusters Score -5946562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5946565.000000 Penalty: 12725.312500
	Iteration 41Q: 3 clusters Score -5946565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -5946553.500000 Penalty: 12725.312500
	Iteration 42Q: 3 clusters Score -5946554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -5946557.000000 Penalty: 12725.312500
	Iteration 43Q: 3 clusters Score -5946557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5946556.000000 Penalty: 12725.312500
	Iteration 44Q: 3 clusters Score -5946556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5946556.000000 Penalty: 12725.312500
	Iteration 45F: 3 clusters Score -5946556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -790725.937500 Penalty: 5169.029297
	Iteration 0F: 2 clusters Score -790725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -783944.750000 Penalty: 10338.058594
	Iteration 0F: 3 clusters Score -783944.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -785033.875000 Penalty: 10338.058594
	Iteration 1F: 3 clusters Score -785033.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -785291.812500 Penalty: 10338.058594
	Iteration 2F: 3 clusters Score -785291.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -785420.250000 Penalty: 10338.058594
	Iteration 3Q: 3 clusters Score -785420.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -785504.062500 Penalty: 10338.058594
	Iteration 4Q: 3 clusters Score -785504.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -785582.437500 Penalty: 10338.058594
	Iteration 5Q: 3 clusters Score -785582.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -785642.625000 Penalty: 10338.058594
	Iteration 6Q: 3 clusters Score -785642.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -785713.000000 Penalty: 10338.058594
	Iteration 7Q: 3 clusters Score -785713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -785790.375000 Penalty: 10338.058594
	Iteration 8Q: 3 clusters Score -785790.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -785860.500000 Penalty: 10338.058594
	Iteration 9Q: 3 clusters Score -785860.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -785931.500000 Penalty: 10338.058594
	Iteration 10Q: 3 clusters Score -785931.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -786014.687500 Penalty: 10338.058594
	Iteration 11Q: 3 clusters Score -786014.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -786102.375000 Penalty: 10338.058594
	Iteration 12Q: 3 clusters Score -786102.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -786201.125000 Penalty: 10338.058594
	Iteration 13Q: 3 clusters Score -786201.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -786329.312500 Penalty: 10338.058594
	Iteration 14Q: 3 clusters Score -786329.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -786454.687500 Penalty: 10338.058594
	Iteration 15Q: 3 clusters Score -786454.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -786582.000000 Penalty: 10338.058594
	Iteration 16Q: 3 clusters Score -786582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -786702.437500 Penalty: 10338.058594
	Iteration 17Q: 3 clusters Score -786702.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -786813.187500 Penalty: 10338.058594
	Iteration 18Q: 3 clusters Score -786813.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -786909.437500 Penalty: 10338.058594
	Iteration 19Q: 3 clusters Score -786909.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -786990.937500 Penalty: 10338.058594
	Iteration 20F: 3 clusters Score -786990.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -787057.812500 Penalty: 10338.058594
	Iteration 21Q: 3 clusters Score -787057.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -787129.000000 Penalty: 10338.058594
	Iteration 22Q: 3 clusters Score -787129 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -787195.062500 Penalty: 10338.058594
	Iteration 23Q: 3 clusters Score -787195.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -787254.875000 Penalty: 10338.058594
	Iteration 24Q: 3 clusters Score -787254.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -787310.812500 Penalty: 10338.058594
	Iteration 25Q: 3 clusters Score -787310.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -787366.062500 Penalty: 10338.058594
	Iteration 26Q: 3 clusters Score -787366.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -787403.812500 Penalty: 10338.058594
	Iteration 27Q: 3 clusters Score -787403.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -787443.875000 Penalty: 10338.058594
	Iteration 28Q: 3 clusters Score -787443.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -787476.062500 Penalty: 10338.058594
	Iteration 29Q: 3 clusters Score -787476.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -787515.125000 Penalty: 10338.058594
	Iteration 30Q: 3 clusters Score -787515.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -787548.812500 Penalty: 10338.058594
	Iteration 31Q: 3 clusters Score -787548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -787581.750000 Penalty: 10338.058594
	Iteration 32Q: 3 clusters Score -787581.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -787617.625000 Penalty: 10338.058594
	Iteration 33Q: 3 clusters Score -787617.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -787638.812500 Penalty: 10338.058594
	Iteration 34Q: 3 clusters Score -787638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -787651.437500 Penalty: 10338.058594
	Iteration 35Q: 3 clusters Score -787651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -787656.500000 Penalty: 10338.058594
	Iteration 36Q: 3 clusters Score -787656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -787667.000000 Penalty: 10338.058594
	Iteration 37Q: 3 clusters Score -787667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -787679.000000 Penalty: 10338.058594
	Iteration 38Q: 3 clusters Score -787679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -787691.625000 Penalty: 10338.058594
	Iteration 39Q: 3 clusters Score -787691.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -787705.500000 Penalty: 10338.058594
	Iteration 40F: 3 clusters Score -787705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -787712.312500 Penalty: 10338.058594
	Iteration 41Q: 3 clusters Score -787712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -787715.187500 Penalty: 10338.058594
	Iteration 42Q: 3 clusters Score -787715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -787718.062500 Penalty: 10338.058594
	Iteration 43Q: 3 clusters Score -787718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -787719.937500 Penalty: 10338.058594
	Iteration 44Q: 3 clusters Score -787719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -787719.937500 Penalty: 10338.058594
	Iteration 45F: 3 clusters Score -787719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32804 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490596 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82494 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77104 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 61941 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 53119 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51338 members 
Mstep: Class 25 contains 35961 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32468 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874752.000000 Penalty: 241171.093750
Iteration 119Q: 29 clusters Score -2.268748e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32798 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 5 contains 490588 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82496 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77102 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9382 members 
Mstep: Class 14 contains 61941 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 53119 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38025 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 35960 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32478 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874800.000000 Penalty: 241171.093750
Iteration 120F: 29 clusters Score -2.268748e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32797 members 
Mstep: Class 4 contains 11077 members 
Mstep: Class 5 contains 490576 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82497 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77102 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9386 members 
Mstep: Class 14 contains 61938 members 
Mstep: Class 15 contains 178967 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62445 members 
Mstep: Class 19 contains 53129 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38025 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 35960 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32484 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874736.000000 Penalty: 241171.093750
Iteration 121Q: 29 clusters Score -2.268747e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32793 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 490561 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82500 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77102 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 14 contains 61936 members 
Mstep: Class 15 contains 178968 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62445 members 
Mstep: Class 19 contains 53142 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38025 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51334 members 
Mstep: Class 25 contains 35959 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32488 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874848.000000 Penalty: 241171.093750
Iteration 122Q: 29 clusters Score -2.268748e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32792 members 
Mstep: Class 4 contains 11074 members 
Mstep: Class 5 contains 490552 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82503 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77101 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 61936 members 
Mstep: Class 15 contains 178968 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62444 members 
Mstep: Class 19 contains 53150 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51333 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32491 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874720.000000 Penalty: 241171.093750
Iteration 123Q: 29 clusters Score -2.268747e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32791 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 490539 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82504 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77099 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9400 members 
Mstep: Class 14 contains 61934 members 
Mstep: Class 15 contains 178968 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62441 members 
Mstep: Class 19 contains 53161 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51332 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32498 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874704.000000 Penalty: 241171.093750
Iteration 124Q: 29 clusters Score -2.268747e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32790 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490530 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77095 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 61933 members 
Mstep: Class 15 contains 178969 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 62440 members 
Mstep: Class 19 contains 53165 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51331 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32507 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874816.000000 Penalty: 241171.093750
Iteration 125Q: 29 clusters Score -2.268748e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32786 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490523 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77093 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9405 members 
Mstep: Class 14 contains 61932 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62440 members 
Mstep: Class 19 contains 53168 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51332 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32515 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874864.000000 Penalty: 241171.093750
Iteration 126Q: 29 clusters Score -2.268749e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490523 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77091 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9408 members 
Mstep: Class 14 contains 61931 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62440 members 
Mstep: Class 19 contains 53170 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51330 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32519 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874944.000000 Penalty: 241171.093750
Iteration 127Q: 29 clusters Score -2.268749e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32781 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490517 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77089 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 61931 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62439 members 
Mstep: Class 19 contains 53175 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51330 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32524 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874848.000000 Penalty: 241171.093750
Iteration 128Q: 29 clusters Score -2.268748e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32780 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 490518 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77083 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9410 members 
Mstep: Class 14 contains 61931 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62438 members 
Mstep: Class 19 contains 53176 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51330 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32528 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874928.000000 Penalty: 241171.093750
Iteration 129Q: 29 clusters Score -2.268749e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32780 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 490521 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77077 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9413 members 
Mstep: Class 14 contains 61930 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62436 members 
Mstep: Class 19 contains 53175 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51329 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32533 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874896.000000 Penalty: 241171.093750
Iteration 130Q: 29 clusters Score -2.268749e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32779 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 490516 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77074 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53176 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51329 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32541 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874848.000000 Penalty: 241171.093750
Iteration 131Q: 29 clusters Score -2.268748e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32777 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 490505 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77070 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9416 members 
Mstep: Class 14 contains 61929 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53180 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38021 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51327 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32556 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874944.000000 Penalty: 241171.093750
Iteration 132Q: 29 clusters Score -2.268749e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32776 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 490501 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82504 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77065 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9414 members 
Mstep: Class 14 contains 61927 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53187 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51326 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32564 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874944.000000 Penalty: 241171.093750
Iteration 133Q: 29 clusters Score -2.268749e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 490493 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82505 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77063 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9413 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178973 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11544 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53189 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51324 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32576 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874960.000000 Penalty: 241171.093750
Iteration 134Q: 29 clusters Score -2.26875e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490482 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77062 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178975 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53191 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38022 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51324 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32583 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875120.000000 Penalty: 241171.093750
Iteration 135Q: 29 clusters Score -2.268751e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32770 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490476 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82503 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77061 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9424 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178975 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53192 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38023 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51325 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32588 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226874992.000000 Penalty: 241171.093750
Iteration 136Q: 29 clusters Score -2.26875e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490478 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82501 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77060 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9428 members 
Mstep: Class 14 contains 61927 members 
Mstep: Class 15 contains 178975 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53190 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38024 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 51325 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32593 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875040.000000 Penalty: 241171.093750
Iteration 137Q: 29 clusters Score -2.26875e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490469 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82501 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77060 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 61926 members 
Mstep: Class 15 contains 178973 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53191 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38025 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51326 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32600 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875008.000000 Penalty: 241171.093750
Iteration 138Q: 29 clusters Score -2.26875e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 11069 members 
Mstep: Class 5 contains 490460 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82502 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77060 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9441 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51324 members 
Mstep: Class 25 contains 35958 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32605 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875072.000000 Penalty: 241171.093750
Iteration 139Q: 29 clusters Score -2.268751e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490456 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77059 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 14 contains 61926 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 53196 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51322 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32609 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875184.000000 Penalty: 241171.093750
Iteration 140F: 29 clusters Score -2.268752e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490457 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77056 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 14 contains 61926 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 53195 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32611 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875152.000000 Penalty: 241171.093750
Iteration 141Q: 29 clusters Score -2.268752e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32763 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490456 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82509 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77056 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9449 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 53195 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32613 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875056.000000 Penalty: 241171.093750
Iteration 142Q: 29 clusters Score -2.268751e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490455 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82509 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77055 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9455 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8019 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32614 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875200.000000 Penalty: 241171.093750
Iteration 143Q: 29 clusters Score -2.268752e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490456 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77053 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9459 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62431 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8021 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875200.000000 Penalty: 241171.093750
Iteration 144Q: 29 clusters Score -2.268752e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32757 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490455 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77047 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 61927 members 
Mstep: Class 15 contains 178972 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8027 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51324 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875264.000000 Penalty: 241171.093750
Iteration 145Q: 29 clusters Score -2.268753e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490453 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82508 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77037 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9466 members 
Mstep: Class 14 contains 61929 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8032 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875264.000000 Penalty: 241171.093750
Iteration 146Q: 29 clusters Score -2.268753e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 490454 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82510 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77032 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 61929 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8035 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875184.000000 Penalty: 241171.093750
Iteration 147Q: 29 clusters Score -2.268752e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 490454 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82511 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77030 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 61929 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53196 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875168.000000 Penalty: 241171.093750
Iteration 148Q: 29 clusters Score -2.268752e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 490458 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82511 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77028 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9470 members 
Mstep: Class 14 contains 61929 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53196 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51322 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875152.000000 Penalty: 241171.093750
Iteration 149Q: 29 clusters Score -2.268752e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 490459 members 
Mstep: Class 6 contains 10210 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82511 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9465 members 
Mstep: Class 14 contains 61930 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53196 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875168.000000 Penalty: 241171.093750
Iteration 150Q: 29 clusters Score -2.268752e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 490456 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82511 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53196 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51322 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875200.000000 Penalty: 241171.093750
Iteration 151Q: 29 clusters Score -2.268752e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32749 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 490453 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82512 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 14 contains 61927 members 
Mstep: Class 15 contains 178971 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51324 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32615 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875296.000000 Penalty: 241171.093750
Iteration 152Q: 29 clusters Score -2.268753e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 11067 members 
Mstep: Class 5 contains 490451 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82513 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77028 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9478 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178969 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62433 members 
Mstep: Class 19 contains 53199 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51323 members 
Mstep: Class 25 contains 35957 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32616 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875248.000000 Penalty: 241171.093750
Iteration 153Q: 29 clusters Score -2.268752e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 11066 members 
Mstep: Class 5 contains 490452 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82514 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77029 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9481 members 
Mstep: Class 14 contains 61928 members 
Mstep: Class 15 contains 178968 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53199 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51320 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32619 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875200.000000 Penalty: 241171.093750
Iteration 154Q: 29 clusters Score -2.268752e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11064 members 
Mstep: Class 5 contains 490451 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9486 members 
Mstep: Class 14 contains 61927 members 
Mstep: Class 15 contains 178968 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51316 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32625 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875184.000000 Penalty: 241171.093750
Iteration 155Q: 29 clusters Score -2.268752e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32742 members 
Mstep: Class 4 contains 11064 members 
Mstep: Class 5 contains 490448 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77026 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9490 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32632 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875328.000000 Penalty: 241171.093750
Iteration 156Q: 29 clusters Score -2.268753e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32743 members 
Mstep: Class 4 contains 11062 members 
Mstep: Class 5 contains 490448 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53195 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32634 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875264.000000 Penalty: 241171.093750
Iteration 157Q: 29 clusters Score -2.268753e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32744 members 
Mstep: Class 4 contains 11061 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82519 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77026 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61923 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32637 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875280.000000 Penalty: 241171.093750
Iteration 158Q: 29 clusters Score -2.268753e+08 nChanged 14
Entering ConstructFrom: 
Score: -226875280.000000 Penalty: 241171.093750
Entering ConstructFrom: 
Trying to split cluster 1 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -2432212.750000 Penalty: 5860.451660
	Iteration 0F: 2 clusters Score -2432213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2419310.250000 Penalty: 11720.903320
	Iteration 0F: 3 clusters Score -2419310 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2422672.500000 Penalty: 11720.903320
	Iteration 1F: 3 clusters Score -2422672 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2424313.500000 Penalty: 11720.903320
	Iteration 2F: 3 clusters Score -2424314 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2425817.000000 Penalty: 11720.903320
	Iteration 3F: 3 clusters Score -2425817 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2426815.750000 Penalty: 11720.903320
	Iteration 4F: 3 clusters Score -2426816 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2427662.750000 Penalty: 11720.903320
	Iteration 5F: 3 clusters Score -2427663 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2428432.250000 Penalty: 11720.903320
	Iteration 6F: 3 clusters Score -2428432 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2429091.000000 Penalty: 11720.903320
	Iteration 7Q: 3 clusters Score -2429091 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2429699.250000 Penalty: 11720.903320
	Iteration 8Q: 3 clusters Score -2429699 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2430185.750000 Penalty: 11720.903320
	Iteration 9Q: 3 clusters Score -2430186 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2430523.500000 Penalty: 11720.903320
	Iteration 10Q: 3 clusters Score -2430524 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2430739.000000 Penalty: 11720.903320
	Iteration 11Q: 3 clusters Score -2430739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2430872.000000 Penalty: 11720.903320
	Iteration 12Q: 3 clusters Score -2430872 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2430988.500000 Penalty: 11720.903320
	Iteration 13Q: 3 clusters Score -2430988 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2431088.000000 Penalty: 11720.903320
	Iteration 14Q: 3 clusters Score -2431088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2431209.250000 Penalty: 11720.903320
	Iteration 15Q: 3 clusters Score -2431209 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2431389.750000 Penalty: 11720.903320
	Iteration 16Q: 3 clusters Score -2431390 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2431727.000000 Penalty: 11720.903320
	Iteration 17Q: 3 clusters Score -2431727 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2432152.250000 Penalty: 11720.903320
	Iteration 18Q: 3 clusters Score -2432152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2432717.250000 Penalty: 11720.903320
	Iteration 19Q: 3 clusters Score -2432717 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2433534.750000 Penalty: 11720.903320
	Iteration 20F: 3 clusters Score -2433535 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2434454.000000 Penalty: 11720.903320
	Iteration 21Q: 3 clusters Score -2434454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2434892.250000 Penalty: 11720.903320
	Iteration 22Q: 3 clusters Score -2434892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2435073.500000 Penalty: 11720.903320
	Iteration 23Q: 3 clusters Score -2435074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2435112.000000 Penalty: 11720.903320
	Iteration 24Q: 3 clusters Score -2435112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2435118.500000 Penalty: 11720.903320
	Iteration 25Q: 3 clusters Score -2435118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2435118.500000 Penalty: 11720.903320
	Iteration 26F: 3 clusters Score -2435118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32744 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32639 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 13006 members 
Entering Unmasked Estep 
Score: -226873424.000000 Penalty: 249784.343750
Splitting cluster 1 changes total score from -226875280.000000 to -226873424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -221633.359375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -221633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -217410.281250 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -217410.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -218588.031250 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -218588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -219777.968750 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -219778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -220478.203125 Penalty: 8895.000977
	Iteration 3F: 3 clusters Score -220478.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -220909.937500 Penalty: 8895.000977
	Iteration 4F: 3 clusters Score -220909.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -221178.859375 Penalty: 8895.000977
	Iteration 5Q: 3 clusters Score -221178.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -221610.859375 Penalty: 8895.000977
	Iteration 6Q: 3 clusters Score -221610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221936.062500 Penalty: 8895.000977
	Iteration 7Q: 3 clusters Score -221936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -222035.187500 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -222035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -222082.843750 Penalty: 8895.000977
	Iteration 9Q: 3 clusters Score -222082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -222155.359375 Penalty: 8895.000977
	Iteration 10Q: 3 clusters Score -222155.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -222215.343750 Penalty: 8895.000977
	Iteration 11Q: 3 clusters Score -222215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -222252.859375 Penalty: 8895.000977
	Iteration 12Q: 3 clusters Score -222252.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -222297.687500 Penalty: 8895.000977
	Iteration 13Q: 3 clusters Score -222297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222324.453125 Penalty: 8895.000977
	Iteration 14Q: 3 clusters Score -222324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -222338.921875 Penalty: 8895.000977
	Iteration 15Q: 3 clusters Score -222338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222348.265625 Penalty: 8895.000977
	Iteration 16Q: 3 clusters Score -222348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222353.812500 Penalty: 8895.000977
	Iteration 17Q: 3 clusters Score -222353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -222360.140625 Penalty: 8895.000977
	Iteration 18Q: 3 clusters Score -222360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222363.140625 Penalty: 8895.000977
	Iteration 19Q: 3 clusters Score -222363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -222368.859375 Penalty: 8895.000977
	Iteration 20F: 3 clusters Score -222368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -222372.671875 Penalty: 8895.000977
	Iteration 21Q: 3 clusters Score -222372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -222372.671875 Penalty: 8895.000977
	Iteration 22F: 3 clusters Score -222372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 32744 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32639 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 1075 members 
Entering Unmasked Estep 
Score: -226871168.000000 Penalty: 249784.343750
Splitting cluster 2 changes total score from -226875280.000000 to -226871168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (32744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Entering Unmasked Estep 
Score: -5571508.000000 Penalty: 6367.840820
	Iteration 0F: 2 clusters Score -5571508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5547152.000000 Penalty: 12735.681641
	Iteration 0F: 3 clusters Score -5547152 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5554624.500000 Penalty: 12735.681641
	Iteration 1F: 3 clusters Score -5554624 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5555612.500000 Penalty: 12735.681641
	Iteration 2F: 3 clusters Score -5555612 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5556527.000000 Penalty: 12735.681641
	Iteration 3F: 3 clusters Score -5556527 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5557390.500000 Penalty: 12735.681641
	Iteration 4Q: 3 clusters Score -5557390 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -5558265.000000 Penalty: 12735.681641
	Iteration 5Q: 3 clusters Score -5558265 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5559049.000000 Penalty: 12735.681641
	Iteration 6Q: 3 clusters Score -5559049 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -5559990.500000 Penalty: 12735.681641
	Iteration 7Q: 3 clusters Score -5559990 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -5561105.500000 Penalty: 12735.681641
	Iteration 8Q: 3 clusters Score -5561106 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -5562320.000000 Penalty: 12735.681641
	Iteration 9Q: 3 clusters Score -5562320 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -5563518.500000 Penalty: 12735.681641
	Iteration 10Q: 3 clusters Score -5563518 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5564577.000000 Penalty: 12735.681641
	Iteration 11Q: 3 clusters Score -5564577 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -5565384.000000 Penalty: 12735.681641
	Iteration 12Q: 3 clusters Score -5565384 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -5565884.000000 Penalty: 12735.681641
	Iteration 13Q: 3 clusters Score -5565884 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5566262.000000 Penalty: 12735.681641
	Iteration 14Q: 3 clusters Score -5566262 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5566463.500000 Penalty: 12735.681641
	Iteration 15Q: 3 clusters Score -5566464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5566603.000000 Penalty: 12735.681641
	Iteration 16Q: 3 clusters Score -5566603 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -5566702.500000 Penalty: 12735.681641
	Iteration 17Q: 3 clusters Score -5566702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5566754.000000 Penalty: 12735.681641
	Iteration 18Q: 3 clusters Score -5566754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -5566813.500000 Penalty: 12735.681641
	Iteration 19Q: 3 clusters Score -5566814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -5566840.500000 Penalty: 12735.681641
	Iteration 20F: 3 clusters Score -5566840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5566888.000000 Penalty: 12735.681641
	Iteration 21Q: 3 clusters Score -5566888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5566909.500000 Penalty: 12735.681641
	Iteration 22Q: 3 clusters Score -5566910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -5566943.500000 Penalty: 12735.681641
	Iteration 23Q: 3 clusters Score -5566944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5566989.000000 Penalty: 12735.681641
	Iteration 24Q: 3 clusters Score -5566989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5566999.500000 Penalty: 12735.681641
	Iteration 25Q: 3 clusters Score -5567000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5567012.000000 Penalty: 12735.681641
	Iteration 26Q: 3 clusters Score -5567012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -5567019.000000 Penalty: 12735.681641
	Iteration 27Q: 3 clusters Score -5567019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5567039.000000 Penalty: 12735.681641
	Iteration 28Q: 3 clusters Score -5567039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5567035.500000 Penalty: 12735.681641
	Iteration 29Q: 3 clusters Score -5567036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5567027.000000 Penalty: 12735.681641
	Iteration 30Q: 3 clusters Score -5567027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5567066.000000 Penalty: 12735.681641
	Iteration 31Q: 3 clusters Score -5567066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5567070.000000 Penalty: 12735.681641
	Iteration 32Q: 3 clusters Score -5567070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5567066.000000 Penalty: 12735.681641
	Iteration 33Q: 3 clusters Score -5567066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5567070.500000 Penalty: 12735.681641
	Iteration 34Q: 3 clusters Score -5567070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -5567084.500000 Penalty: 12735.681641
	Iteration 35Q: 3 clusters Score -5567084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5567079.000000 Penalty: 12735.681641
	Iteration 36Q: 3 clusters Score -5567079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5567084.000000 Penalty: 12735.681641
	Iteration 37Q: 3 clusters Score -5567084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5567091.500000 Penalty: 12735.681641
	Iteration 38Q: 3 clusters Score -5567092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5567091.500000 Penalty: 12735.681641
	Iteration 39Q: 3 clusters Score -5567092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5567085.000000 Penalty: 12735.681641
	Iteration 40F: 3 clusters Score -5567085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5567097.500000 Penalty: 12735.681641
	Iteration 41Q: 3 clusters Score -5567098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5567090.500000 Penalty: 12735.681641
	Iteration 42Q: 3 clusters Score -5567090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5567083.500000 Penalty: 12735.681641
	Iteration 43Q: 3 clusters Score -5567084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5567083.500000 Penalty: 12735.681641
	Iteration 44Q: 3 clusters Score -5567084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5567090.000000 Penalty: 12735.681641
	Iteration 45Q: 3 clusters Score -5567090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5567086.500000 Penalty: 12735.681641
	Iteration 46Q: 3 clusters Score -5567086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5567088.000000 Penalty: 12735.681641
	Iteration 47Q: 3 clusters Score -5567088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5567095.500000 Penalty: 12735.681641
	Iteration 48Q: 3 clusters Score -5567096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5567089.000000 Penalty: 12735.681641
	Iteration 49Q: 3 clusters Score -5567089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5567087.500000 Penalty: 12735.681641
	Iteration 50Q: 3 clusters Score -5567088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5567090.000000 Penalty: 12735.681641
	Iteration 51Q: 3 clusters Score -5567090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5567093.000000 Penalty: 12735.681641
	Iteration 52Q: 3 clusters Score -5567093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5567099.500000 Penalty: 12735.681641
	Iteration 53Q: 3 clusters Score -5567100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5567099.500000 Penalty: 12735.681641
	Iteration 54Q: 3 clusters Score -5567100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5567104.000000 Penalty: 12735.681641
	Iteration 55Q: 3 clusters Score -5567104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5567103.500000 Penalty: 12735.681641
	Iteration 56Q: 3 clusters Score -5567104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5567105.500000 Penalty: 12735.681641
	Iteration 57Q: 3 clusters Score -5567106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5567099.500000 Penalty: 12735.681641
	Iteration 58Q: 3 clusters Score -5567100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5567099.500000 Penalty: 12735.681641
	Iteration 59F: 3 clusters Score -5567100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Entering Unmasked Estep 
Score: -1939503.250000 Penalty: 5702.987305
	Iteration 0F: 2 clusters Score -1939503 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 5524 members 
Entering Unmasked Estep 
Score: -1928657.875000 Penalty: 11405.974609
	Iteration 0F: 3 clusters Score -1928658 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1931131.250000 Penalty: 11405.974609
	Iteration 1F: 3 clusters Score -1931131 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1931715.000000 Penalty: 11405.974609
	Iteration 2F: 3 clusters Score -1931715 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1932187.375000 Penalty: 11405.974609
	Iteration 3F: 3 clusters Score -1932187 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1932681.250000 Penalty: 11405.974609
	Iteration 4Q: 3 clusters Score -1932681 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1933189.750000 Penalty: 11405.974609
	Iteration 5Q: 3 clusters Score -1933190 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1933699.500000 Penalty: 11405.974609
	Iteration 6Q: 3 clusters Score -1933700 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1934231.375000 Penalty: 11405.974609
	Iteration 7Q: 3 clusters Score -1934231 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1934773.875000 Penalty: 11405.974609
	Iteration 8Q: 3 clusters Score -1934774 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1935336.500000 Penalty: 11405.974609
	Iteration 9Q: 3 clusters Score -1935336 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1935991.000000 Penalty: 11405.974609
	Iteration 10Q: 3 clusters Score -1935991 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1936628.375000 Penalty: 11405.974609
	Iteration 11Q: 3 clusters Score -1936628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1937147.625000 Penalty: 11405.974609
	Iteration 12Q: 3 clusters Score -1937148 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1937512.375000 Penalty: 11405.974609
	Iteration 13Q: 3 clusters Score -1937512 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1937685.750000 Penalty: 11405.974609
	Iteration 14Q: 3 clusters Score -1937686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1937771.500000 Penalty: 11405.974609
	Iteration 15Q: 3 clusters Score -1937772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1937807.875000 Penalty: 11405.974609
	Iteration 16Q: 3 clusters Score -1937808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1937823.000000 Penalty: 11405.974609
	Iteration 17Q: 3 clusters Score -1937823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1937832.625000 Penalty: 11405.974609
	Iteration 18Q: 3 clusters Score -1937833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1937837.750000 Penalty: 11405.974609
	Iteration 19Q: 3 clusters Score -1937838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1937842.875000 Penalty: 11405.974609
	Iteration 20F: 3 clusters Score -1937843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1937843.250000 Penalty: 11405.974609
	Iteration 21Q: 3 clusters Score -1937843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1937845.000000 Penalty: 11405.974609
	Iteration 22Q: 3 clusters Score -1937845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1937845.125000 Penalty: 11405.974609
	Iteration 23Q: 3 clusters Score -1937845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1937847.375000 Penalty: 11405.974609
	Iteration 24Q: 3 clusters Score -1937847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1937846.750000 Penalty: 11405.974609
	Iteration 25Q: 3 clusters Score -1937847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1937849.500000 Penalty: 11405.974609
	Iteration 26Q: 3 clusters Score -1937850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1937852.250000 Penalty: 11405.974609
	Iteration 27Q: 3 clusters Score -1937852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1937850.375000 Penalty: 11405.974609
	Iteration 28Q: 3 clusters Score -1937850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1937855.375000 Penalty: 11405.974609
	Iteration 29Q: 3 clusters Score -1937855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1937853.875000 Penalty: 11405.974609
	Iteration 30Q: 3 clusters Score -1937854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1937855.625000 Penalty: 11405.974609
	Iteration 31Q: 3 clusters Score -1937856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1937855.625000 Penalty: 11405.974609
	Iteration 32F: 3 clusters Score -1937856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (490446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490446 members 
Entering Unmasked Estep 
Score: -88575792.000000 Penalty: 8025.630371
	Iteration 0F: 2 clusters Score -8.857579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245410 members 
Mstep: Class 2 contains 245036 members 
Entering Unmasked Estep 
Score: -88279352.000000 Penalty: 16051.260742
	Iteration 0F: 3 clusters Score -8.827935e+07 nChanged 235675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246423 members 
Mstep: Class 2 contains 244023 members 
Entering Unmasked Estep 
Score: -88418960.000000 Penalty: 16051.260742
	Iteration 1F: 3 clusters Score -8.841896e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247273 members 
Mstep: Class 2 contains 243173 members 
Entering Unmasked Estep 
Score: -88421216.000000 Penalty: 16051.260742
	Iteration 2Q: 3 clusters Score -8.842122e+07 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248564 members 
Mstep: Class 2 contains 241882 members 
Entering Unmasked Estep 
Score: -88424000.000000 Penalty: 16051.260742
	Iteration 3Q: 3 clusters Score -8.8424e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250831 members 
Mstep: Class 2 contains 239615 members 
Entering Unmasked Estep 
Score: -88427656.000000 Penalty: 16051.260742
	Iteration 4Q: 3 clusters Score -8.842766e+07 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254133 members 
Mstep: Class 2 contains 236313 members 
Entering Unmasked Estep 
Score: -88431616.000000 Penalty: 16051.260742
	Iteration 5Q: 3 clusters Score -8.843162e+07 nChanged 16859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259244 members 
Mstep: Class 2 contains 231202 members 
Entering Unmasked Estep 
Score: -88437136.000000 Penalty: 16051.260742
	Iteration 6Q: 3 clusters Score -8.843714e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266565 members 
Mstep: Class 2 contains 223881 members 
Entering Unmasked Estep 
Score: -88444416.000000 Penalty: 16051.260742
	Iteration 7Q: 3 clusters Score -8.844442e+07 nChanged 20662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277219 members 
Mstep: Class 2 contains 213227 members 
Entering Unmasked Estep 
Score: -88451424.000000 Penalty: 16051.260742
	Iteration 8Q: 3 clusters Score -8.845142e+07 nChanged 22775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291976 members 
Mstep: Class 2 contains 198470 members 
Entering Unmasked Estep 
Score: -88462008.000000 Penalty: 16051.260742
	Iteration 9Q: 3 clusters Score -8.846201e+07 nChanged 24549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311413 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -88474784.000000 Penalty: 16051.260742
	Iteration 10F: 3 clusters Score -8.847478e+07 nChanged 26621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335618 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -88490248.000000 Penalty: 16051.260742
	Iteration 11F: 3 clusters Score -8.849025e+07 nChanged 28522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363484 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -88508064.000000 Penalty: 16051.260742
	Iteration 12F: 3 clusters Score -8.850806e+07 nChanged 29656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393008 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -88527872.000000 Penalty: 16051.260742
	Iteration 13F: 3 clusters Score -8.852787e+07 nChanged 28260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421264 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -88546832.000000 Penalty: 16051.260742
	Iteration 14F: 3 clusters Score -8.854683e+07 nChanged 23647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444909 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -88560496.000000 Penalty: 16051.260742
	Iteration 15Q: 3 clusters Score -8.85605e+07 nChanged 17000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461907 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -88567296.000000 Penalty: 16051.260742
	Iteration 16Q: 3 clusters Score -8.85673e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472488 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -88569872.000000 Penalty: 16051.260742
	Iteration 17Q: 3 clusters Score -8.856987e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478655 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -88570272.000000 Penalty: 16051.260742
	Iteration 18Q: 3 clusters Score -8.857027e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482323 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -88570392.000000 Penalty: 16051.260742
	Iteration 19Q: 3 clusters Score -8.857039e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484392 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -88570264.000000 Penalty: 16051.260742
	Iteration 20F: 3 clusters Score -8.857026e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485598 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -88570384.000000 Penalty: 16051.260742
	Iteration 21Q: 3 clusters Score -8.857038e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486339 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -88570640.000000 Penalty: 16051.260742
	Iteration 22Q: 3 clusters Score -8.857064e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486849 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -88570704.000000 Penalty: 16051.260742
	Iteration 23Q: 3 clusters Score -8.85707e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487179 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -88570816.000000 Penalty: 16051.260742
	Iteration 24Q: 3 clusters Score -8.857082e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487392 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -88570888.000000 Penalty: 16051.260742
	Iteration 25Q: 3 clusters Score -8.857089e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487564 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -88570976.000000 Penalty: 16051.260742
	Iteration 26Q: 3 clusters Score -8.857098e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487702 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -88570888.000000 Penalty: 16051.260742
	Iteration 27Q: 3 clusters Score -8.857089e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487820 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -88570880.000000 Penalty: 16051.260742
	Iteration 28Q: 3 clusters Score -8.857088e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487906 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -88570800.000000 Penalty: 16051.260742
	Iteration 29Q: 3 clusters Score -8.85708e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487967 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -88570888.000000 Penalty: 16051.260742
	Iteration 30Q: 3 clusters Score -8.857089e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488036 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -88570928.000000 Penalty: 16051.260742
	Iteration 31Q: 3 clusters Score -8.857093e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -88571024.000000 Penalty: 16051.260742
	Iteration 32Q: 3 clusters Score -8.857102e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488133 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -88571048.000000 Penalty: 16051.260742
	Iteration 33Q: 3 clusters Score -8.857105e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488178 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -88571088.000000 Penalty: 16051.260742
	Iteration 34Q: 3 clusters Score -8.857109e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488226 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -88571280.000000 Penalty: 16051.260742
	Iteration 35Q: 3 clusters Score -8.857128e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488261 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -88571304.000000 Penalty: 16051.260742
	Iteration 36Q: 3 clusters Score -8.85713e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488296 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -88571360.000000 Penalty: 16051.260742
	Iteration 37Q: 3 clusters Score -8.857136e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488317 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -88571376.000000 Penalty: 16051.260742
	Iteration 38Q: 3 clusters Score -8.857138e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488324 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -88571368.000000 Penalty: 16051.260742
	Iteration 39Q: 3 clusters Score -8.857137e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488322 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -88571496.000000 Penalty: 16051.260742
	Iteration 40F: 3 clusters Score -8.85715e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488319 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -88571544.000000 Penalty: 16051.260742
	Iteration 41Q: 3 clusters Score -8.857154e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488306 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -88571656.000000 Penalty: 16051.260742
	Iteration 42Q: 3 clusters Score -8.857166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488302 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -88571664.000000 Penalty: 16051.260742
	Iteration 43Q: 3 clusters Score -8.857166e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488287 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -88571640.000000 Penalty: 16051.260742
	Iteration 44Q: 3 clusters Score -8.857164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488269 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -88571760.000000 Penalty: 16051.260742
	Iteration 45Q: 3 clusters Score -8.857176e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488258 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -88571816.000000 Penalty: 16051.260742
	Iteration 46Q: 3 clusters Score -8.857182e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488250 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -88571832.000000 Penalty: 16051.260742
	Iteration 47Q: 3 clusters Score -8.857183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488237 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -88571808.000000 Penalty: 16051.260742
	Iteration 48Q: 3 clusters Score -8.857181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488234 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -88571856.000000 Penalty: 16051.260742
	Iteration 49Q: 3 clusters Score -8.857186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488233 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -88571832.000000 Penalty: 16051.260742
	Iteration 50Q: 3 clusters Score -8.857183e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488224 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -88571888.000000 Penalty: 16051.260742
	Iteration 51Q: 3 clusters Score -8.857189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488217 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -88571936.000000 Penalty: 16051.260742
	Iteration 52Q: 3 clusters Score -8.857194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488207 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -88571880.000000 Penalty: 16051.260742
	Iteration 53Q: 3 clusters Score -8.857188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488201 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -88571984.000000 Penalty: 16051.260742
	Iteration 54Q: 3 clusters Score -8.857198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488185 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -88571952.000000 Penalty: 16051.260742
	Iteration 55Q: 3 clusters Score -8.857195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488174 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -88571960.000000 Penalty: 16051.260742
	Iteration 56Q: 3 clusters Score -8.857196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488164 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -88572000.000000 Penalty: 16051.260742
	Iteration 57Q: 3 clusters Score -8.8572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488154 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -88571960.000000 Penalty: 16051.260742
	Iteration 58Q: 3 clusters Score -8.857196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488148 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -88571984.000000 Penalty: 16051.260742
	Iteration 59Q: 3 clusters Score -8.857198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488142 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -88572024.000000 Penalty: 16051.260742
	Iteration 60F: 3 clusters Score -8.857202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488140 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -88572032.000000 Penalty: 16051.260742
	Iteration 61Q: 3 clusters Score -8.857203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488141 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -88572064.000000 Penalty: 16051.260742
	Iteration 62Q: 3 clusters Score -8.857206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488137 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -88572080.000000 Penalty: 16051.260742
	Iteration 63Q: 3 clusters Score -8.857208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488126 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -88572072.000000 Penalty: 16051.260742
	Iteration 64Q: 3 clusters Score -8.857207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488121 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -88572120.000000 Penalty: 16051.260742
	Iteration 65Q: 3 clusters Score -8.857212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488120 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -88572104.000000 Penalty: 16051.260742
	Iteration 66Q: 3 clusters Score -8.85721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488116 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -88572088.000000 Penalty: 16051.260742
	Iteration 67Q: 3 clusters Score -8.857209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488113 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -88572080.000000 Penalty: 16051.260742
	Iteration 68Q: 3 clusters Score -8.857208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488111 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -88572088.000000 Penalty: 16051.260742
	Iteration 69Q: 3 clusters Score -8.857209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488106 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -88572048.000000 Penalty: 16051.260742
	Iteration 70Q: 3 clusters Score -8.857205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488105 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -88572104.000000 Penalty: 16051.260742
	Iteration 71Q: 3 clusters Score -8.85721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488105 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -88572120.000000 Penalty: 16051.260742
	Iteration 72Q: 3 clusters Score -8.857212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488102 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -88572120.000000 Penalty: 16051.260742
	Iteration 73Q: 3 clusters Score -8.857212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488099 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -88572096.000000 Penalty: 16051.260742
	Iteration 74Q: 3 clusters Score -8.85721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488095 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -88572120.000000 Penalty: 16051.260742
	Iteration 75Q: 3 clusters Score -8.857212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488093 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -88572088.000000 Penalty: 16051.260742
	Iteration 76Q: 3 clusters Score -8.857209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488091 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -88572112.000000 Penalty: 16051.260742
	Iteration 77Q: 3 clusters Score -8.857211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488089 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -88572096.000000 Penalty: 16051.260742
	Iteration 78Q: 3 clusters Score -8.85721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488088 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -88572080.000000 Penalty: 16051.260742
	Iteration 79Q: 3 clusters Score -8.857208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488086 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -88572080.000000 Penalty: 16051.260742
	Iteration 80F: 3 clusters Score -8.857208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488083 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -88572048.000000 Penalty: 16051.260742
	Iteration 81Q: 3 clusters Score -8.857205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488081 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -88572104.000000 Penalty: 16051.260742
	Iteration 82Q: 3 clusters Score -8.85721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488080 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -88572096.000000 Penalty: 16051.260742
	Iteration 83Q: 3 clusters Score -8.85721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -88572096.000000 Penalty: 16051.260742
	Iteration 84Q: 3 clusters Score -8.85721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488077 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -88572104.000000 Penalty: 16051.260742
	Iteration 85Q: 3 clusters Score -8.85721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488076 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -88572104.000000 Penalty: 16051.260742
	Iteration 86Q: 3 clusters Score -8.85721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488075 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -88572096.000000 Penalty: 16051.260742
	Iteration 87Q: 3 clusters Score -8.85721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488076 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -88572128.000000 Penalty: 16051.260742
	Iteration 88Q: 3 clusters Score -8.857213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488077 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -88572136.000000 Penalty: 16051.260742
	Iteration 89Q: 3 clusters Score -8.857214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -88572112.000000 Penalty: 16051.260742
	Iteration 90Q: 3 clusters Score -8.857211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488080 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -88572120.000000 Penalty: 16051.260742
	Iteration 91Q: 3 clusters Score -8.857212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488080 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -88572120.000000 Penalty: 16051.260742
	Iteration 92F: 3 clusters Score -8.857212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Entering Unmasked Estep 
Score: -1833680.375000 Penalty: 5654.123047
	Iteration 0F: 2 clusters Score -1833680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1823369.375000 Penalty: 11308.246094
	Iteration 0F: 3 clusters Score -1823369 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1825687.125000 Penalty: 11308.246094
	Iteration 1F: 3 clusters Score -1825687 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1826255.000000 Penalty: 11308.246094
	Iteration 2F: 3 clusters Score -1826255 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1826675.375000 Penalty: 11308.246094
	Iteration 3F: 3 clusters Score -1826675 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1827069.375000 Penalty: 11308.246094
	Iteration 4Q: 3 clusters Score -1827069 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1827559.750000 Penalty: 11308.246094
	Iteration 5Q: 3 clusters Score -1827560 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1828091.750000 Penalty: 11308.246094
	Iteration 6F: 3 clusters Score -1828092 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1828739.000000 Penalty: 11308.246094
	Iteration 7F: 3 clusters Score -1828739 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1829449.875000 Penalty: 11308.246094
	Iteration 8F: 3 clusters Score -1829450 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1830121.750000 Penalty: 11308.246094
	Iteration 9F: 3 clusters Score -1830122 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1830681.875000 Penalty: 11308.246094
	Iteration 10F: 3 clusters Score -1830682 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1831071.250000 Penalty: 11308.246094
	Iteration 11Q: 3 clusters Score -1831071 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1831340.750000 Penalty: 11308.246094
	Iteration 12Q: 3 clusters Score -1831341 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1831500.375000 Penalty: 11308.246094
	Iteration 13Q: 3 clusters Score -1831500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1831590.125000 Penalty: 11308.246094
	Iteration 14Q: 3 clusters Score -1831590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1831640.375000 Penalty: 11308.246094
	Iteration 15Q: 3 clusters Score -1831640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1831670.250000 Penalty: 11308.246094
	Iteration 16Q: 3 clusters Score -1831670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1831695.625000 Penalty: 11308.246094
	Iteration 17Q: 3 clusters Score -1831696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1831709.500000 Penalty: 11308.246094
	Iteration 18Q: 3 clusters Score -1831710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1831715.500000 Penalty: 11308.246094
	Iteration 19Q: 3 clusters Score -1831716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1831726.875000 Penalty: 11308.246094
	Iteration 20F: 3 clusters Score -1831727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1831736.250000 Penalty: 11308.246094
	Iteration 21Q: 3 clusters Score -1831736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1831742.875000 Penalty: 11308.246094
	Iteration 22Q: 3 clusters Score -1831743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1831749.125000 Penalty: 11308.246094
	Iteration 23Q: 3 clusters Score -1831749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1831753.500000 Penalty: 11308.246094
	Iteration 24Q: 3 clusters Score -1831754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1831764.125000 Penalty: 11308.246094
	Iteration 25Q: 3 clusters Score -1831764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1831766.750000 Penalty: 11308.246094
	Iteration 26Q: 3 clusters Score -1831767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1831773.500000 Penalty: 11308.246094
	Iteration 27Q: 3 clusters Score -1831774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1831777.250000 Penalty: 11308.246094
	Iteration 28Q: 3 clusters Score -1831777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1831784.375000 Penalty: 11308.246094
	Iteration 29Q: 3 clusters Score -1831784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1831791.125000 Penalty: 11308.246094
	Iteration 30Q: 3 clusters Score -1831791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1831791.500000 Penalty: 11308.246094
	Iteration 31Q: 3 clusters Score -1831792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1831805.375000 Penalty: 11308.246094
	Iteration 32Q: 3 clusters Score -1831805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1831808.250000 Penalty: 11308.246094
	Iteration 33Q: 3 clusters Score -1831808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1831813.625000 Penalty: 11308.246094
	Iteration 34Q: 3 clusters Score -1831814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1831822.125000 Penalty: 11308.246094
	Iteration 35Q: 3 clusters Score -1831822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1831829.750000 Penalty: 11308.246094
	Iteration 36Q: 3 clusters Score -1831830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1831833.750000 Penalty: 11308.246094
	Iteration 37Q: 3 clusters Score -1831834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1831842.250000 Penalty: 11308.246094
	Iteration 38Q: 3 clusters Score -1831842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1831840.875000 Penalty: 11308.246094
	Iteration 39Q: 3 clusters Score -1831841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1831847.250000 Penalty: 11308.246094
	Iteration 40F: 3 clusters Score -1831847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1831847.875000 Penalty: 11308.246094
	Iteration 41Q: 3 clusters Score -1831848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1831853.500000 Penalty: 11308.246094
	Iteration 42Q: 3 clusters Score -1831854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1831851.875000 Penalty: 11308.246094
	Iteration 43Q: 3 clusters Score -1831852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1831854.625000 Penalty: 11308.246094
	Iteration 44Q: 3 clusters Score -1831855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1831856.625000 Penalty: 11308.246094
	Iteration 45Q: 3 clusters Score -1831857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1831855.625000 Penalty: 11308.246094
	Iteration 46Q: 3 clusters Score -1831856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1831859.125000 Penalty: 11308.246094
	Iteration 47Q: 3 clusters Score -1831859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1831861.750000 Penalty: 11308.246094
	Iteration 48Q: 3 clusters Score -1831862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1831867.000000 Penalty: 11308.246094
	Iteration 49Q: 3 clusters Score -1831867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1831869.125000 Penalty: 11308.246094
	Iteration 50Q: 3 clusters Score -1831869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1831873.125000 Penalty: 11308.246094
	Iteration 51Q: 3 clusters Score -1831873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1831875.375000 Penalty: 11308.246094
	Iteration 52Q: 3 clusters Score -1831875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1831878.250000 Penalty: 11308.246094
	Iteration 53Q: 3 clusters Score -1831878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1831874.750000 Penalty: 11308.246094
	Iteration 54Q: 3 clusters Score -1831875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1831874.750000 Penalty: 11308.246094
	Iteration 55F: 3 clusters Score -1831875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -191130.296875 Penalty: 4388.391113
	Iteration 0F: 2 clusters Score -191130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -186885.531250 Penalty: 8776.782227
	Iteration 0F: 3 clusters Score -186885.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187867.656250 Penalty: 8776.782227
	Iteration 1F: 3 clusters Score -187867.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188823.046875 Penalty: 8776.782227
	Iteration 2F: 3 clusters Score -188823 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -189882.812500 Penalty: 8776.782227
	Iteration 3F: 3 clusters Score -189882.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190524.140625 Penalty: 8776.782227
	Iteration 4F: 3 clusters Score -190524.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -190716.265625 Penalty: 8776.782227
	Iteration 5Q: 3 clusters Score -190716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -190784.015625 Penalty: 8776.782227
	Iteration 6Q: 3 clusters Score -190784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190812.296875 Penalty: 8776.782227
	Iteration 7Q: 3 clusters Score -190812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190842.812500 Penalty: 8776.782227
	Iteration 8Q: 3 clusters Score -190842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190866.531250 Penalty: 8776.782227
	Iteration 9Q: 3 clusters Score -190866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190873.171875 Penalty: 8776.782227
	Iteration 10Q: 3 clusters Score -190873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190874.625000 Penalty: 8776.782227
	Iteration 11Q: 3 clusters Score -190874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -190874.625000 Penalty: 8776.782227
	Iteration 12F: 3 clusters Score -190874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -203741.359375 Penalty: 4350.784668
	Iteration 0F: 2 clusters Score -203741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -199554.609375 Penalty: 8701.569336
	Iteration 0F: 3 clusters Score -199554.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -200255.187500 Penalty: 8701.569336
	Iteration 1F: 3 clusters Score -200255.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -200696.953125 Penalty: 8701.569336
	Iteration 2F: 3 clusters Score -200697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -200940.625000 Penalty: 8701.569336
	Iteration 3Q: 3 clusters Score -200940.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -201112.562500 Penalty: 8701.569336
	Iteration 4Q: 3 clusters Score -201112.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -201218.421875 Penalty: 8701.569336
	Iteration 5Q: 3 clusters Score -201218.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201324.250000 Penalty: 8701.569336
	Iteration 6Q: 3 clusters Score -201324.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -201467.281250 Penalty: 8701.569336
	Iteration 7Q: 3 clusters Score -201467.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201654.921875 Penalty: 8701.569336
	Iteration 8Q: 3 clusters Score -201654.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201779.859375 Penalty: 8701.569336
	Iteration 9Q: 3 clusters Score -201779.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -201975.703125 Penalty: 8701.569336
	Iteration 10Q: 3 clusters Score -201975.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -202103.640625 Penalty: 8701.569336
	Iteration 11Q: 3 clusters Score -202103.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202329.140625 Penalty: 8701.569336
	Iteration 12Q: 3 clusters Score -202329.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202732.093750 Penalty: 8701.569336
	Iteration 13Q: 3 clusters Score -202732.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -203628.296875 Penalty: 8701.569336
	Iteration 14Q: 3 clusters Score -203628.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204598.781250 Penalty: 8701.569336
	Iteration 15Q: 3 clusters Score -204598.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -204872.265625 Penalty: 8701.569336
	Iteration 16Q: 3 clusters Score -204872.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -205236.984375 Penalty: 8701.569336
	Iteration 17Q: 3 clusters Score -205237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205400.640625 Penalty: 8701.569336
	Iteration 18Q: 3 clusters Score -205400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205400.640625 Penalty: 8701.569336
	Iteration 19F: 3 clusters Score -205400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32744 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32639 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 821 members 
Entering Unmasked Estep 
Score: -226872656.000000 Penalty: 249784.343750
Splitting cluster 8 changes total score from -226875280.000000 to -226872656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (82518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Entering Unmasked Estep 
Score: -14850453.000000 Penalty: 6933.973145
	Iteration 0F: 2 clusters Score -1.485045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -14793552.000000 Penalty: 13867.946289
	Iteration 0F: 3 clusters Score -1.479355e+07 nChanged 37568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -14813710.000000 Penalty: 13867.946289
	Iteration 1F: 3 clusters Score -1.481371e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -14814648.000000 Penalty: 13867.946289
	Iteration 2Q: 3 clusters Score -1.481465e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -14815572.000000 Penalty: 13867.946289
	Iteration 3Q: 3 clusters Score -1.481557e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -14816430.000000 Penalty: 13867.946289
	Iteration 4Q: 3 clusters Score -1.481643e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -14817438.000000 Penalty: 13867.946289
	Iteration 5Q: 3 clusters Score -1.481744e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -14818528.000000 Penalty: 13867.946289
	Iteration 6Q: 3 clusters Score -1.481853e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -14820210.000000 Penalty: 13867.946289
	Iteration 7Q: 3 clusters Score -1.482021e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -14822696.000000 Penalty: 13867.946289
	Iteration 8F: 3 clusters Score -1.48227e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -14826174.000000 Penalty: 13867.946289
	Iteration 9F: 3 clusters Score -1.482617e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -14830347.000000 Penalty: 13867.946289
	Iteration 10F: 3 clusters Score -1.483035e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -14834855.000000 Penalty: 13867.946289
	Iteration 11F: 3 clusters Score -1.483486e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -14838676.000000 Penalty: 13867.946289
	Iteration 12F: 3 clusters Score -1.483868e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -14841241.000000 Penalty: 13867.946289
	Iteration 13Q: 3 clusters Score -1.484124e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14842793.000000 Penalty: 13867.946289
	Iteration 14Q: 3 clusters Score -1.484279e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14843435.000000 Penalty: 13867.946289
	Iteration 15Q: 3 clusters Score -1.484344e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14843847.000000 Penalty: 13867.946289
	Iteration 16Q: 3 clusters Score -1.484385e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14844035.000000 Penalty: 13867.946289
	Iteration 17Q: 3 clusters Score -1.484404e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14844136.000000 Penalty: 13867.946289
	Iteration 18Q: 3 clusters Score -1.484414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14844190.000000 Penalty: 13867.946289
	Iteration 19Q: 3 clusters Score -1.484419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14844214.000000 Penalty: 13867.946289
	Iteration 20F: 3 clusters Score -1.484421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14844245.000000 Penalty: 13867.946289
	Iteration 21Q: 3 clusters Score -1.484424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14844263.000000 Penalty: 13867.946289
	Iteration 22Q: 3 clusters Score -1.484426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14844258.000000 Penalty: 13867.946289
	Iteration 23Q: 3 clusters Score -1.484426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14844265.000000 Penalty: 13867.946289
	Iteration 24Q: 3 clusters Score -1.484426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14844258.000000 Penalty: 13867.946289
	Iteration 25Q: 3 clusters Score -1.484426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14844260.000000 Penalty: 13867.946289
	Iteration 26Q: 3 clusters Score -1.484426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14844267.000000 Penalty: 13867.946289
	Iteration 27Q: 3 clusters Score -1.484427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14844263.000000 Penalty: 13867.946289
	Iteration 28Q: 3 clusters Score -1.484426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14844270.000000 Penalty: 13867.946289
	Iteration 29Q: 3 clusters Score -1.484427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14844270.000000 Penalty: 13867.946289
	Iteration 30F: 3 clusters Score -1.484427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -135694.125000 Penalty: 4194.403320
	Iteration 0F: 2 clusters Score -135694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131900.234375 Penalty: 8388.806641
	Iteration 0F: 3 clusters Score -131900.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132412.812500 Penalty: 8388.806641
	Iteration 1F: 3 clusters Score -132412.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132624.906250 Penalty: 8388.806641
	Iteration 2F: 3 clusters Score -132624.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132884.578125 Penalty: 8388.806641
	Iteration 3Q: 3 clusters Score -132884.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133109.078125 Penalty: 8388.806641
	Iteration 4F: 3 clusters Score -133109.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133325.984375 Penalty: 8388.806641
	Iteration 5Q: 3 clusters Score -133326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133499.578125 Penalty: 8388.806641
	Iteration 6Q: 3 clusters Score -133499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133579.468750 Penalty: 8388.806641
	Iteration 7Q: 3 clusters Score -133579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133638.328125 Penalty: 8388.806641
	Iteration 8Q: 3 clusters Score -133638.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133722.125000 Penalty: 8388.806641
	Iteration 9Q: 3 clusters Score -133722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133790.671875 Penalty: 8388.806641
	Iteration 10Q: 3 clusters Score -133790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133835.359375 Penalty: 8388.806641
	Iteration 11Q: 3 clusters Score -133835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133885.203125 Penalty: 8388.806641
	Iteration 12Q: 3 clusters Score -133885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133921.750000 Penalty: 8388.806641
	Iteration 13Q: 3 clusters Score -133921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133940.015625 Penalty: 8388.806641
	Iteration 14Q: 3 clusters Score -133940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133947.687500 Penalty: 8388.806641
	Iteration 15Q: 3 clusters Score -133947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133947.687500 Penalty: 8388.806641
	Iteration 16F: 3 clusters Score -133947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Entering Unmasked Estep 
Score: -13737386.000000 Penalty: 6891.795410
	Iteration 0F: 2 clusters Score -1.373739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -13684086.000000 Penalty: 13783.590820
	Iteration 0F: 3 clusters Score -1.368409e+07 nChanged 34692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -13702881.000000 Penalty: 13783.590820
	Iteration 1F: 3 clusters Score -1.370288e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -13703972.000000 Penalty: 13783.590820
	Iteration 2Q: 3 clusters Score -1.370397e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -13704799.000000 Penalty: 13783.590820
	Iteration 3Q: 3 clusters Score -1.37048e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -13705591.000000 Penalty: 13783.590820
	Iteration 4Q: 3 clusters Score -1.370559e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -13706462.000000 Penalty: 13783.590820
	Iteration 5Q: 3 clusters Score -1.370646e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -13707382.000000 Penalty: 13783.590820
	Iteration 6Q: 3 clusters Score -1.370738e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -13708538.000000 Penalty: 13783.590820
	Iteration 7Q: 3 clusters Score -1.370854e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -13709815.000000 Penalty: 13783.590820
	Iteration 8Q: 3 clusters Score -1.370982e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -13711497.000000 Penalty: 13783.590820
	Iteration 9Q: 3 clusters Score -1.37115e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -13713484.000000 Penalty: 13783.590820
	Iteration 10Q: 3 clusters Score -1.371348e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -13715520.000000 Penalty: 13783.590820
	Iteration 11Q: 3 clusters Score -1.371552e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -13717407.000000 Penalty: 13783.590820
	Iteration 12Q: 3 clusters Score -1.371741e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -13718947.000000 Penalty: 13783.590820
	Iteration 13Q: 3 clusters Score -1.371895e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -13720238.000000 Penalty: 13783.590820
	Iteration 14Q: 3 clusters Score -1.372024e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -13721503.000000 Penalty: 13783.590820
	Iteration 15Q: 3 clusters Score -1.37215e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -13722769.000000 Penalty: 13783.590820
	Iteration 16Q: 3 clusters Score -1.372277e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -13724518.000000 Penalty: 13783.590820
	Iteration 17Q: 3 clusters Score -1.372452e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -13726690.000000 Penalty: 13783.590820
	Iteration 18Q: 3 clusters Score -1.372669e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -13728261.000000 Penalty: 13783.590820
	Iteration 19Q: 3 clusters Score -1.372826e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -13729177.000000 Penalty: 13783.590820
	Iteration 20F: 3 clusters Score -1.372918e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -13729639.000000 Penalty: 13783.590820
	Iteration 21Q: 3 clusters Score -1.372964e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -13729868.000000 Penalty: 13783.590820
	Iteration 22Q: 3 clusters Score -1.372987e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -13729985.000000 Penalty: 13783.590820
	Iteration 23Q: 3 clusters Score -1.372998e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -13730111.000000 Penalty: 13783.590820
	Iteration 24Q: 3 clusters Score -1.373011e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -13730249.000000 Penalty: 13783.590820
	Iteration 25Q: 3 clusters Score -1.373025e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -13730374.000000 Penalty: 13783.590820
	Iteration 26Q: 3 clusters Score -1.373037e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -13730480.000000 Penalty: 13783.590820
	Iteration 27Q: 3 clusters Score -1.373048e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -13730532.000000 Penalty: 13783.590820
	Iteration 28Q: 3 clusters Score -1.373053e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -13730577.000000 Penalty: 13783.590820
	Iteration 29Q: 3 clusters Score -1.373058e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -13730599.000000 Penalty: 13783.590820
	Iteration 30Q: 3 clusters Score -1.37306e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -13730628.000000 Penalty: 13783.590820
	Iteration 31Q: 3 clusters Score -1.373063e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -13730693.000000 Penalty: 13783.590820
	Iteration 32Q: 3 clusters Score -1.373069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -13730725.000000 Penalty: 13783.590820
	Iteration 33Q: 3 clusters Score -1.373072e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -13730748.000000 Penalty: 13783.590820
	Iteration 34Q: 3 clusters Score -1.373075e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -13730771.000000 Penalty: 13783.590820
	Iteration 35Q: 3 clusters Score -1.373077e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -13730797.000000 Penalty: 13783.590820
	Iteration 36Q: 3 clusters Score -1.37308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -13730774.000000 Penalty: 13783.590820
	Iteration 37Q: 3 clusters Score -1.373077e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -13730795.000000 Penalty: 13783.590820
	Iteration 38Q: 3 clusters Score -1.37308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -13730804.000000 Penalty: 13783.590820
	Iteration 39Q: 3 clusters Score -1.37308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -13730818.000000 Penalty: 13783.590820
	Iteration 40F: 3 clusters Score -1.373082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -13730845.000000 Penalty: 13783.590820
	Iteration 41Q: 3 clusters Score -1.373084e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -13730833.000000 Penalty: 13783.590820
	Iteration 42Q: 3 clusters Score -1.373083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -13730835.000000 Penalty: 13783.590820
	Iteration 43Q: 3 clusters Score -1.373084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -13730858.000000 Penalty: 13783.590820
	Iteration 44Q: 3 clusters Score -1.373086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -13730861.000000 Penalty: 13783.590820
	Iteration 45Q: 3 clusters Score -1.373086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -13730869.000000 Penalty: 13783.590820
	Iteration 46Q: 3 clusters Score -1.373087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -13730881.000000 Penalty: 13783.590820
	Iteration 47Q: 3 clusters Score -1.373088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -13730884.000000 Penalty: 13783.590820
	Iteration 48Q: 3 clusters Score -1.373088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -13730878.000000 Penalty: 13783.590820
	Iteration 49Q: 3 clusters Score -1.373088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -13730874.000000 Penalty: 13783.590820
	Iteration 50Q: 3 clusters Score -1.373087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -13730895.000000 Penalty: 13783.590820
	Iteration 51Q: 3 clusters Score -1.37309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13730899.000000 Penalty: 13783.590820
	Iteration 52Q: 3 clusters Score -1.37309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -13730892.000000 Penalty: 13783.590820
	Iteration 53Q: 3 clusters Score -1.373089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -13730896.000000 Penalty: 13783.590820
	Iteration 54Q: 3 clusters Score -1.37309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -13730890.000000 Penalty: 13783.590820
	Iteration 55Q: 3 clusters Score -1.373089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -13730899.000000 Penalty: 13783.590820
	Iteration 56Q: 3 clusters Score -1.37309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -13730895.000000 Penalty: 13783.590820
	Iteration 57Q: 3 clusters Score -1.37309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73200 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -13730906.000000 Penalty: 13783.590820
	Iteration 58Q: 3 clusters Score -1.373091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -13730920.000000 Penalty: 13783.590820
	Iteration 59Q: 3 clusters Score -1.373092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -13730913.000000 Penalty: 13783.590820
	Iteration 60F: 3 clusters Score -1.373091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -13730900.000000 Penalty: 13783.590820
	Iteration 61Q: 3 clusters Score -1.37309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -13730910.000000 Penalty: 13783.590820
	Iteration 62Q: 3 clusters Score -1.373091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -13730913.000000 Penalty: 13783.590820
	Iteration 63Q: 3 clusters Score -1.373091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -13730915.000000 Penalty: 13783.590820
	Iteration 64Q: 3 clusters Score -1.373092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -13730909.000000 Penalty: 13783.590820
	Iteration 65Q: 3 clusters Score -1.373091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -13730906.000000 Penalty: 13783.590820
	Iteration 66Q: 3 clusters Score -1.373091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -13730920.000000 Penalty: 13783.590820
	Iteration 67Q: 3 clusters Score -1.373092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -13730922.000000 Penalty: 13783.590820
	Iteration 68Q: 3 clusters Score -1.373092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -13730924.000000 Penalty: 13783.590820
	Iteration 69Q: 3 clusters Score -1.373092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -13730926.000000 Penalty: 13783.590820
	Iteration 70Q: 3 clusters Score -1.373093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -13730916.000000 Penalty: 13783.590820
	Iteration 71Q: 3 clusters Score -1.373092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -13730917.000000 Penalty: 13783.590820
	Iteration 72Q: 3 clusters Score -1.373092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -13730917.000000 Penalty: 13783.590820
	Iteration 73Q: 3 clusters Score -1.373092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -13730921.000000 Penalty: 13783.590820
	Iteration 74Q: 3 clusters Score -1.373092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -13730921.000000 Penalty: 13783.590820
	Iteration 75Q: 3 clusters Score -1.373092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -13730910.000000 Penalty: 13783.590820
	Iteration 76Q: 3 clusters Score -1.373091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -13730906.000000 Penalty: 13783.590820
	Iteration 77Q: 3 clusters Score -1.373091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -13730918.000000 Penalty: 13783.590820
	Iteration 78Q: 3 clusters Score -1.373092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -13730922.000000 Penalty: 13783.590820
	Iteration 79Q: 3 clusters Score -1.373092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13730920.000000 Penalty: 13783.590820
	Iteration 80F: 3 clusters Score -1.373092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -13730929.000000 Penalty: 13783.590820
	Iteration 81Q: 3 clusters Score -1.373093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13730928.000000 Penalty: 13783.590820
	Iteration 82Q: 3 clusters Score -1.373093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -13730930.000000 Penalty: 13783.590820
	Iteration 83Q: 3 clusters Score -1.373093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -13730926.000000 Penalty: 13783.590820
	Iteration 84Q: 3 clusters Score -1.373093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -13730910.000000 Penalty: 13783.590820
	Iteration 85Q: 3 clusters Score -1.373091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -13730920.000000 Penalty: 13783.590820
	Iteration 86Q: 3 clusters Score -1.373092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -13730921.000000 Penalty: 13783.590820
	Iteration 87Q: 3 clusters Score -1.373092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -13730936.000000 Penalty: 13783.590820
	Iteration 88Q: 3 clusters Score -1.373094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -13730942.000000 Penalty: 13783.590820
	Iteration 89Q: 3 clusters Score -1.373094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -13730941.000000 Penalty: 13783.590820
	Iteration 90Q: 3 clusters Score -1.373094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -13730938.000000 Penalty: 13783.590820
	Iteration 91Q: 3 clusters Score -1.373094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -13730936.000000 Penalty: 13783.590820
	Iteration 92Q: 3 clusters Score -1.373094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -13730944.000000 Penalty: 13783.590820
	Iteration 93Q: 3 clusters Score -1.373094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -13730937.000000 Penalty: 13783.590820
	Iteration 94Q: 3 clusters Score -1.373094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -13730926.000000 Penalty: 13783.590820
	Iteration 95Q: 3 clusters Score -1.373093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -13730938.000000 Penalty: 13783.590820
	Iteration 96Q: 3 clusters Score -1.373094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -13730932.000000 Penalty: 13783.590820
	Iteration 97Q: 3 clusters Score -1.373093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -13730932.000000 Penalty: 13783.590820
	Iteration 98F: 3 clusters Score -1.373093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -715145.875000 Penalty: 5117.813965
	Iteration 0F: 2 clusters Score -715145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -708572.500000 Penalty: 10235.627930
	Iteration 0F: 3 clusters Score -708572.5 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -709676.687500 Penalty: 10235.627930
	Iteration 1F: 3 clusters Score -709676.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -710069.125000 Penalty: 10235.627930
	Iteration 2F: 3 clusters Score -710069.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -710399.437500 Penalty: 10235.627930
	Iteration 3F: 3 clusters Score -710399.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -710689.500000 Penalty: 10235.627930
	Iteration 4Q: 3 clusters Score -710689.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -710930.187500 Penalty: 10235.627930
	Iteration 5Q: 3 clusters Score -710930.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -711103.312500 Penalty: 10235.627930
	Iteration 6Q: 3 clusters Score -711103.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -711223.250000 Penalty: 10235.627930
	Iteration 7Q: 3 clusters Score -711223.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -711314.312500 Penalty: 10235.627930
	Iteration 8Q: 3 clusters Score -711314.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -711388.375000 Penalty: 10235.627930
	Iteration 9Q: 3 clusters Score -711388.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -711452.125000 Penalty: 10235.627930
	Iteration 10Q: 3 clusters Score -711452.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -711500.562500 Penalty: 10235.627930
	Iteration 11Q: 3 clusters Score -711500.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -711538.000000 Penalty: 10235.627930
	Iteration 12Q: 3 clusters Score -711538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -711563.062500 Penalty: 10235.627930
	Iteration 13Q: 3 clusters Score -711563.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -711579.375000 Penalty: 10235.627930
	Iteration 14Q: 3 clusters Score -711579.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -711592.000000 Penalty: 10235.627930
	Iteration 15Q: 3 clusters Score -711592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -711598.875000 Penalty: 10235.627930
	Iteration 16Q: 3 clusters Score -711598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -711598.562500 Penalty: 10235.627930
	Iteration 17Q: 3 clusters Score -711598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -711601.312500 Penalty: 10235.627930
	Iteration 18Q: 3 clusters Score -711601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -711603.375000 Penalty: 10235.627930
	Iteration 19Q: 3 clusters Score -711603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -711605.625000 Penalty: 10235.627930
	Iteration 20F: 3 clusters Score -711605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -711608.625000 Penalty: 10235.627930
	Iteration 21Q: 3 clusters Score -711608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -711608.812500 Penalty: 10235.627930
	Iteration 22Q: 3 clusters Score -711608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -711611.000000 Penalty: 10235.627930
	Iteration 23Q: 3 clusters Score -711611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -711611.000000 Penalty: 10235.627930
	Iteration 24F: 3 clusters Score -711611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Entering Unmasked Estep 
Score: -1624956.750000 Penalty: 5609.593750
	Iteration 0F: 2 clusters Score -1624957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1615054.750000 Penalty: 11219.187500
	Iteration 0F: 3 clusters Score -1615055 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1617050.000000 Penalty: 11219.187500
	Iteration 1F: 3 clusters Score -1617050 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1617588.625000 Penalty: 11219.187500
	Iteration 2F: 3 clusters Score -1617589 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1617980.875000 Penalty: 11219.187500
	Iteration 3F: 3 clusters Score -1617981 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1618251.000000 Penalty: 11219.187500
	Iteration 4Q: 3 clusters Score -1618251 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1618474.500000 Penalty: 11219.187500
	Iteration 5Q: 3 clusters Score -1618474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1618638.500000 Penalty: 11219.187500
	Iteration 6Q: 3 clusters Score -1618638 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1618799.875000 Penalty: 11219.187500
	Iteration 7Q: 3 clusters Score -1618800 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1618959.625000 Penalty: 11219.187500
	Iteration 8Q: 3 clusters Score -1618960 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1619158.500000 Penalty: 11219.187500
	Iteration 9Q: 3 clusters Score -1619158 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1619353.375000 Penalty: 11219.187500
	Iteration 10Q: 3 clusters Score -1619353 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1619547.875000 Penalty: 11219.187500
	Iteration 11Q: 3 clusters Score -1619548 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1619731.500000 Penalty: 11219.187500
	Iteration 12Q: 3 clusters Score -1619732 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1619917.875000 Penalty: 11219.187500
	Iteration 13Q: 3 clusters Score -1619918 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1620075.500000 Penalty: 11219.187500
	Iteration 14Q: 3 clusters Score -1620076 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1620221.875000 Penalty: 11219.187500
	Iteration 15Q: 3 clusters Score -1620222 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1620362.625000 Penalty: 11219.187500
	Iteration 16Q: 3 clusters Score -1620363 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1620482.125000 Penalty: 11219.187500
	Iteration 17Q: 3 clusters Score -1620482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1620588.500000 Penalty: 11219.187500
	Iteration 18Q: 3 clusters Score -1620588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1620690.750000 Penalty: 11219.187500
	Iteration 19Q: 3 clusters Score -1620691 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1620769.250000 Penalty: 11219.187500
	Iteration 20F: 3 clusters Score -1620769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1620838.750000 Penalty: 11219.187500
	Iteration 21Q: 3 clusters Score -1620839 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1620897.250000 Penalty: 11219.187500
	Iteration 22Q: 3 clusters Score -1620897 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1620951.000000 Penalty: 11219.187500
	Iteration 23Q: 3 clusters Score -1620951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1620996.375000 Penalty: 11219.187500
	Iteration 24Q: 3 clusters Score -1620996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1621024.625000 Penalty: 11219.187500
	Iteration 25Q: 3 clusters Score -1621025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1621044.250000 Penalty: 11219.187500
	Iteration 26Q: 3 clusters Score -1621044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1621061.375000 Penalty: 11219.187500
	Iteration 27Q: 3 clusters Score -1621061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1621080.500000 Penalty: 11219.187500
	Iteration 28Q: 3 clusters Score -1621080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1621098.750000 Penalty: 11219.187500
	Iteration 29Q: 3 clusters Score -1621099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1621112.000000 Penalty: 11219.187500
	Iteration 30Q: 3 clusters Score -1621112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1621126.625000 Penalty: 11219.187500
	Iteration 31Q: 3 clusters Score -1621127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1621137.750000 Penalty: 11219.187500
	Iteration 32Q: 3 clusters Score -1621138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1621146.500000 Penalty: 11219.187500
	Iteration 33Q: 3 clusters Score -1621146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1621155.000000 Penalty: 11219.187500
	Iteration 34Q: 3 clusters Score -1621155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1621169.250000 Penalty: 11219.187500
	Iteration 35Q: 3 clusters Score -1621169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1621183.250000 Penalty: 11219.187500
	Iteration 36Q: 3 clusters Score -1621183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1621190.000000 Penalty: 11219.187500
	Iteration 37Q: 3 clusters Score -1621190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1621197.875000 Penalty: 11219.187500
	Iteration 38Q: 3 clusters Score -1621198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1621200.750000 Penalty: 11219.187500
	Iteration 39Q: 3 clusters Score -1621201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1621204.125000 Penalty: 11219.187500
	Iteration 40F: 3 clusters Score -1621204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1621209.250000 Penalty: 11219.187500
	Iteration 41Q: 3 clusters Score -1621209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1621206.000000 Penalty: 11219.187500
	Iteration 42Q: 3 clusters Score -1621206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1621209.875000 Penalty: 11219.187500
	Iteration 43Q: 3 clusters Score -1621210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1621207.500000 Penalty: 11219.187500
	Iteration 44Q: 3 clusters Score -1621208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1621207.500000 Penalty: 11219.187500
	Iteration 45F: 3 clusters Score -1621208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Entering Unmasked Estep 
Score: -11286596.000000 Penalty: 6758.128418
	Iteration 0F: 2 clusters Score -1.12866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -11243251.000000 Penalty: 13516.256836
	Iteration 0F: 3 clusters Score -1.124325e+07 nChanged 27529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -11257862.000000 Penalty: 13516.256836
	Iteration 1F: 3 clusters Score -1.125786e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -11259017.000000 Penalty: 13516.256836
	Iteration 2Q: 3 clusters Score -1.125902e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -11259968.000000 Penalty: 13516.256836
	Iteration 3Q: 3 clusters Score -1.125997e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -11260817.000000 Penalty: 13516.256836
	Iteration 4Q: 3 clusters Score -1.126082e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -11261701.000000 Penalty: 13516.256836
	Iteration 5Q: 3 clusters Score -1.12617e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -11262566.000000 Penalty: 13516.256836
	Iteration 6Q: 3 clusters Score -1.126257e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -11263586.000000 Penalty: 13516.256836
	Iteration 7Q: 3 clusters Score -1.126359e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -11264784.000000 Penalty: 13516.256836
	Iteration 8Q: 3 clusters Score -1.126478e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -11266148.000000 Penalty: 13516.256836
	Iteration 9Q: 3 clusters Score -1.126615e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -11267629.000000 Penalty: 13516.256836
	Iteration 10Q: 3 clusters Score -1.126763e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -11269008.000000 Penalty: 13516.256836
	Iteration 11Q: 3 clusters Score -1.126901e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -11270704.000000 Penalty: 13516.256836
	Iteration 12Q: 3 clusters Score -1.12707e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -11272393.000000 Penalty: 13516.256836
	Iteration 13Q: 3 clusters Score -1.127239e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -11274003.000000 Penalty: 13516.256836
	Iteration 14Q: 3 clusters Score -1.1274e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -11275506.000000 Penalty: 13516.256836
	Iteration 15Q: 3 clusters Score -1.127551e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -11276850.000000 Penalty: 13516.256836
	Iteration 16Q: 3 clusters Score -1.127685e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -11278026.000000 Penalty: 13516.256836
	Iteration 17Q: 3 clusters Score -1.127803e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -11279139.000000 Penalty: 13516.256836
	Iteration 18Q: 3 clusters Score -1.127914e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -11280037.000000 Penalty: 13516.256836
	Iteration 19Q: 3 clusters Score -1.128004e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -11280890.000000 Penalty: 13516.256836
	Iteration 20F: 3 clusters Score -1.128089e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -11281567.000000 Penalty: 13516.256836
	Iteration 21Q: 3 clusters Score -1.128157e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -11282192.000000 Penalty: 13516.256836
	Iteration 22Q: 3 clusters Score -1.128219e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -11282617.000000 Penalty: 13516.256836
	Iteration 23Q: 3 clusters Score -1.128262e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -11282887.000000 Penalty: 13516.256836
	Iteration 24Q: 3 clusters Score -1.128289e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -11282999.000000 Penalty: 13516.256836
	Iteration 25Q: 3 clusters Score -1.1283e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -11283130.000000 Penalty: 13516.256836
	Iteration 26Q: 3 clusters Score -1.128313e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -11283170.000000 Penalty: 13516.256836
	Iteration 27Q: 3 clusters Score -1.128317e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -11283230.000000 Penalty: 13516.256836
	Iteration 28Q: 3 clusters Score -1.128323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -11283231.000000 Penalty: 13516.256836
	Iteration 29Q: 3 clusters Score -1.128323e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -11283240.000000 Penalty: 13516.256836
	Iteration 30Q: 3 clusters Score -1.128324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -11283257.000000 Penalty: 13516.256836
	Iteration 31Q: 3 clusters Score -1.128326e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -11283269.000000 Penalty: 13516.256836
	Iteration 32Q: 3 clusters Score -1.128327e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -11283272.000000 Penalty: 13516.256836
	Iteration 33Q: 3 clusters Score -1.128327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -11283283.000000 Penalty: 13516.256836
	Iteration 34Q: 3 clusters Score -1.128328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -11283317.000000 Penalty: 13516.256836
	Iteration 35Q: 3 clusters Score -1.128332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -11283326.000000 Penalty: 13516.256836
	Iteration 36Q: 3 clusters Score -1.128333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -11283327.000000 Penalty: 13516.256836
	Iteration 37Q: 3 clusters Score -1.128333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -11283338.000000 Penalty: 13516.256836
	Iteration 38Q: 3 clusters Score -1.128334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -11283342.000000 Penalty: 13516.256836
	Iteration 39Q: 3 clusters Score -1.128334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -11283348.000000 Penalty: 13516.256836
	Iteration 40F: 3 clusters Score -1.128335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -11283355.000000 Penalty: 13516.256836
	Iteration 41Q: 3 clusters Score -1.128336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -11283333.000000 Penalty: 13516.256836
	Iteration 42Q: 3 clusters Score -1.128333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -11283358.000000 Penalty: 13516.256836
	Iteration 43Q: 3 clusters Score -1.128336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -11283379.000000 Penalty: 13516.256836
	Iteration 44Q: 3 clusters Score -1.128338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -11283388.000000 Penalty: 13516.256836
	Iteration 45Q: 3 clusters Score -1.128339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -11283410.000000 Penalty: 13516.256836
	Iteration 46Q: 3 clusters Score -1.128341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -11283400.000000 Penalty: 13516.256836
	Iteration 47Q: 3 clusters Score -1.12834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -11283397.000000 Penalty: 13516.256836
	Iteration 48Q: 3 clusters Score -1.12834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -11283387.000000 Penalty: 13516.256836
	Iteration 49Q: 3 clusters Score -1.128339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -11283391.000000 Penalty: 13516.256836
	Iteration 50Q: 3 clusters Score -1.128339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -11283389.000000 Penalty: 13516.256836
	Iteration 51Q: 3 clusters Score -1.128339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -11283381.000000 Penalty: 13516.256836
	Iteration 52Q: 3 clusters Score -1.128338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -11283383.000000 Penalty: 13516.256836
	Iteration 53Q: 3 clusters Score -1.128338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -11283402.000000 Penalty: 13516.256836
	Iteration 54Q: 3 clusters Score -1.12834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -11283402.000000 Penalty: 13516.256836
	Iteration 55Q: 3 clusters Score -1.12834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -11283395.000000 Penalty: 13516.256836
	Iteration 56Q: 3 clusters Score -1.12834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -11283408.000000 Penalty: 13516.256836
	Iteration 57Q: 3 clusters Score -1.128341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -11283423.000000 Penalty: 13516.256836
	Iteration 58Q: 3 clusters Score -1.128342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -11283430.000000 Penalty: 13516.256836
	Iteration 59Q: 3 clusters Score -1.128343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -11283432.000000 Penalty: 13516.256836
	Iteration 60F: 3 clusters Score -1.128343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -11283430.000000 Penalty: 13516.256836
	Iteration 61Q: 3 clusters Score -1.128343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -11283443.000000 Penalty: 13516.256836
	Iteration 62Q: 3 clusters Score -1.128344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -11283441.000000 Penalty: 13516.256836
	Iteration 63Q: 3 clusters Score -1.128344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -11283449.000000 Penalty: 13516.256836
	Iteration 64Q: 3 clusters Score -1.128345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -11283434.000000 Penalty: 13516.256836
	Iteration 65Q: 3 clusters Score -1.128343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -11283429.000000 Penalty: 13516.256836
	Iteration 66Q: 3 clusters Score -1.128343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -11283433.000000 Penalty: 13516.256836
	Iteration 67Q: 3 clusters Score -1.128343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -11283449.000000 Penalty: 13516.256836
	Iteration 68Q: 3 clusters Score -1.128345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -11283442.000000 Penalty: 13516.256836
	Iteration 69Q: 3 clusters Score -1.128344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -11283449.000000 Penalty: 13516.256836
	Iteration 70Q: 3 clusters Score -1.128345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -11283458.000000 Penalty: 13516.256836
	Iteration 71Q: 3 clusters Score -1.128346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -11283467.000000 Penalty: 13516.256836
	Iteration 72Q: 3 clusters Score -1.128347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -11283468.000000 Penalty: 13516.256836
	Iteration 73Q: 3 clusters Score -1.128347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -11283468.000000 Penalty: 13516.256836
	Iteration 74F: 3 clusters Score -1.128347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (178970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178970 members 
Entering Unmasked Estep 
Score: -32286534.000000 Penalty: 7408.171387
	Iteration 0F: 2 clusters Score -3.228653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -32166688.000000 Penalty: 14816.342773
	Iteration 0F: 3 clusters Score -3.216669e+07 nChanged 83545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -32213328.000000 Penalty: 14816.342773
	Iteration 1F: 3 clusters Score -3.221333e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -32214856.000000 Penalty: 14816.342773
	Iteration 2Q: 3 clusters Score -3.221486e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -32217096.000000 Penalty: 14816.342773
	Iteration 3Q: 3 clusters Score -3.22171e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -32220136.000000 Penalty: 14816.342773
	Iteration 4Q: 3 clusters Score -3.222014e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85030 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -32223462.000000 Penalty: 14816.342773
	Iteration 5Q: 3 clusters Score -3.222346e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -32227668.000000 Penalty: 14816.342773
	Iteration 6Q: 3 clusters Score -3.222767e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -32231742.000000 Penalty: 14816.342773
	Iteration 7F: 3 clusters Score -3.223174e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -32235382.000000 Penalty: 14816.342773
	Iteration 8F: 3 clusters Score -3.223538e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -32239128.000000 Penalty: 14816.342773
	Iteration 9Q: 3 clusters Score -3.223913e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -32242482.000000 Penalty: 14816.342773
	Iteration 10Q: 3 clusters Score -3.224248e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -32245748.000000 Penalty: 14816.342773
	Iteration 11Q: 3 clusters Score -3.224575e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 118350 members 
Entering Unmasked Estep 
Score: -32248622.000000 Penalty: 14816.342773
	Iteration 12Q: 3 clusters Score -3.224862e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -32251946.000000 Penalty: 14816.342773
	Iteration 13Q: 3 clusters Score -3.225195e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -32255218.000000 Penalty: 14816.342773
	Iteration 14Q: 3 clusters Score -3.225522e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 138020 members 
Entering Unmasked Estep 
Score: -32258986.000000 Penalty: 14816.342773
	Iteration 15Q: 3 clusters Score -3.225899e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 144491 members 
Entering Unmasked Estep 
Score: -32263028.000000 Penalty: 14816.342773
	Iteration 16Q: 3 clusters Score -3.226303e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 150351 members 
Entering Unmasked Estep 
Score: -32266548.000000 Penalty: 14816.342773
	Iteration 17Q: 3 clusters Score -3.226655e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 155251 members 
Entering Unmasked Estep 
Score: -32269714.000000 Penalty: 14816.342773
	Iteration 18Q: 3 clusters Score -3.226971e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -32272084.000000 Penalty: 14816.342773
	Iteration 19Q: 3 clusters Score -3.227208e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -32273888.000000 Penalty: 14816.342773
	Iteration 20F: 3 clusters Score -3.227389e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 164676 members 
Entering Unmasked Estep 
Score: -32275328.000000 Penalty: 14816.342773
	Iteration 21Q: 3 clusters Score -3.227533e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 166516 members 
Entering Unmasked Estep 
Score: -32276354.000000 Penalty: 14816.342773
	Iteration 22Q: 3 clusters Score -3.227635e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -32277110.000000 Penalty: 14816.342773
	Iteration 23Q: 3 clusters Score -3.227711e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -32277718.000000 Penalty: 14816.342773
	Iteration 24Q: 3 clusters Score -3.227772e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -32278074.000000 Penalty: 14816.342773
	Iteration 25Q: 3 clusters Score -3.227807e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -32278254.000000 Penalty: 14816.342773
	Iteration 26Q: 3 clusters Score -3.227825e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -32278524.000000 Penalty: 14816.342773
	Iteration 27Q: 3 clusters Score -3.227852e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 172182 members 
Entering Unmasked Estep 
Score: -32278790.000000 Penalty: 14816.342773
	Iteration 28Q: 3 clusters Score -3.227879e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 172623 members 
Entering Unmasked Estep 
Score: -32278862.000000 Penalty: 14816.342773
	Iteration 29Q: 3 clusters Score -3.227886e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -32278996.000000 Penalty: 14816.342773
	Iteration 30Q: 3 clusters Score -3.2279e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -32279176.000000 Penalty: 14816.342773
	Iteration 31Q: 3 clusters Score -3.227918e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 173622 members 
Entering Unmasked Estep 
Score: -32279258.000000 Penalty: 14816.342773
	Iteration 32Q: 3 clusters Score -3.227926e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -32279352.000000 Penalty: 14816.342773
	Iteration 33Q: 3 clusters Score -3.227935e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 174043 members 
Entering Unmasked Estep 
Score: -32279442.000000 Penalty: 14816.342773
	Iteration 34Q: 3 clusters Score -3.227944e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 174223 members 
Entering Unmasked Estep 
Score: -32279564.000000 Penalty: 14816.342773
	Iteration 35Q: 3 clusters Score -3.227956e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 174368 members 
Entering Unmasked Estep 
Score: -32279604.000000 Penalty: 14816.342773
	Iteration 36Q: 3 clusters Score -3.22796e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -32279608.000000 Penalty: 14816.342773
	Iteration 37Q: 3 clusters Score -3.227961e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 174570 members 
Entering Unmasked Estep 
Score: -32279636.000000 Penalty: 14816.342773
	Iteration 38Q: 3 clusters Score -3.227964e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -32279642.000000 Penalty: 14816.342773
	Iteration 39Q: 3 clusters Score -3.227964e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -32279660.000000 Penalty: 14816.342773
	Iteration 40F: 3 clusters Score -3.227966e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 174794 members 
Entering Unmasked Estep 
Score: -32279688.000000 Penalty: 14816.342773
	Iteration 41Q: 3 clusters Score -3.227969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -32279708.000000 Penalty: 14816.342773
	Iteration 42Q: 3 clusters Score -3.227971e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -32279726.000000 Penalty: 14816.342773
	Iteration 43Q: 3 clusters Score -3.227973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 174940 members 
Entering Unmasked Estep 
Score: -32279756.000000 Penalty: 14816.342773
	Iteration 44Q: 3 clusters Score -3.227976e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -32279764.000000 Penalty: 14816.342773
	Iteration 45Q: 3 clusters Score -3.227976e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 175035 members 
Entering Unmasked Estep 
Score: -32279762.000000 Penalty: 14816.342773
	Iteration 46Q: 3 clusters Score -3.227976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -32279770.000000 Penalty: 14816.342773
	Iteration 47Q: 3 clusters Score -3.227977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 175130 members 
Entering Unmasked Estep 
Score: -32279770.000000 Penalty: 14816.342773
	Iteration 48Q: 3 clusters Score -3.227977e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 175187 members 
Entering Unmasked Estep 
Score: -32279776.000000 Penalty: 14816.342773
	Iteration 49Q: 3 clusters Score -3.227978e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -32279822.000000 Penalty: 14816.342773
	Iteration 50Q: 3 clusters Score -3.227982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -32279812.000000 Penalty: 14816.342773
	Iteration 51Q: 3 clusters Score -3.227981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 175324 members 
Entering Unmasked Estep 
Score: -32279836.000000 Penalty: 14816.342773
	Iteration 52Q: 3 clusters Score -3.227984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 175358 members 
Entering Unmasked Estep 
Score: -32279822.000000 Penalty: 14816.342773
	Iteration 53Q: 3 clusters Score -3.227982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -32279806.000000 Penalty: 14816.342773
	Iteration 54Q: 3 clusters Score -3.227981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
Score: -32279816.000000 Penalty: 14816.342773
	Iteration 55Q: 3 clusters Score -3.227982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -32279810.000000 Penalty: 14816.342773
	Iteration 56Q: 3 clusters Score -3.227981e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -32279830.000000 Penalty: 14816.342773
	Iteration 57Q: 3 clusters Score -3.227983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -32279830.000000 Penalty: 14816.342773
	Iteration 58Q: 3 clusters Score -3.227983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -32279842.000000 Penalty: 14816.342773
	Iteration 59Q: 3 clusters Score -3.227984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -32279858.000000 Penalty: 14816.342773
	Iteration 60F: 3 clusters Score -3.227986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -32279844.000000 Penalty: 14816.342773
	Iteration 61Q: 3 clusters Score -3.227984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -32279844.000000 Penalty: 14816.342773
	Iteration 62Q: 3 clusters Score -3.227984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 175535 members 
Entering Unmasked Estep 
Score: -32279840.000000 Penalty: 14816.342773
	Iteration 63Q: 3 clusters Score -3.227984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -32279854.000000 Penalty: 14816.342773
	Iteration 64Q: 3 clusters Score -3.227985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -32279854.000000 Penalty: 14816.342773
	Iteration 65Q: 3 clusters Score -3.227985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -32279840.000000 Penalty: 14816.342773
	Iteration 66Q: 3 clusters Score -3.227984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -32279824.000000 Penalty: 14816.342773
	Iteration 67Q: 3 clusters Score -3.227982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 175583 members 
Entering Unmasked Estep 
Score: -32279830.000000 Penalty: 14816.342773
	Iteration 68Q: 3 clusters Score -3.227983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -32279854.000000 Penalty: 14816.342773
	Iteration 69Q: 3 clusters Score -3.227985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -32279874.000000 Penalty: 14816.342773
	Iteration 70Q: 3 clusters Score -3.227987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 175619 members 
Entering Unmasked Estep 
Score: -32279854.000000 Penalty: 14816.342773
	Iteration 71Q: 3 clusters Score -3.227985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -32279870.000000 Penalty: 14816.342773
	Iteration 72Q: 3 clusters Score -3.227987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -32279830.000000 Penalty: 14816.342773
	Iteration 73Q: 3 clusters Score -3.227983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -32279820.000000 Penalty: 14816.342773
	Iteration 74Q: 3 clusters Score -3.227982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -32279868.000000 Penalty: 14816.342773
	Iteration 75Q: 3 clusters Score -3.227987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -32279848.000000 Penalty: 14816.342773
	Iteration 76Q: 3 clusters Score -3.227985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -32279862.000000 Penalty: 14816.342773
	Iteration 77Q: 3 clusters Score -3.227986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -32279852.000000 Penalty: 14816.342773
	Iteration 78Q: 3 clusters Score -3.227985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -32279878.000000 Penalty: 14816.342773
	Iteration 79Q: 3 clusters Score -3.227988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 175776 members 
Entering Unmasked Estep 
Score: -32279898.000000 Penalty: 14816.342773
	Iteration 80F: 3 clusters Score -3.22799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 175792 members 
Entering Unmasked Estep 
Score: -32279904.000000 Penalty: 14816.342773
	Iteration 81Q: 3 clusters Score -3.22799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 175798 members 
Entering Unmasked Estep 
Score: -32279904.000000 Penalty: 14816.342773
	Iteration 82Q: 3 clusters Score -3.22799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 175804 members 
Entering Unmasked Estep 
Score: -32279884.000000 Penalty: 14816.342773
	Iteration 83Q: 3 clusters Score -3.227988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 175810 members 
Entering Unmasked Estep 
Score: -32279898.000000 Penalty: 14816.342773
	Iteration 84Q: 3 clusters Score -3.22799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 175814 members 
Entering Unmasked Estep 
Score: -32279910.000000 Penalty: 14816.342773
	Iteration 85Q: 3 clusters Score -3.227991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 175821 members 
Entering Unmasked Estep 
Score: -32279934.000000 Penalty: 14816.342773
	Iteration 86Q: 3 clusters Score -3.227993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 175826 members 
Entering Unmasked Estep 
Score: -32279928.000000 Penalty: 14816.342773
	Iteration 87Q: 3 clusters Score -3.227993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -32279930.000000 Penalty: 14816.342773
	Iteration 88Q: 3 clusters Score -3.227993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -32279922.000000 Penalty: 14816.342773
	Iteration 89Q: 3 clusters Score -3.227992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -32279922.000000 Penalty: 14816.342773
	Iteration 90Q: 3 clusters Score -3.227992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 175846 members 
Entering Unmasked Estep 
Score: -32279934.000000 Penalty: 14816.342773
	Iteration 91Q: 3 clusters Score -3.227993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 175849 members 
Entering Unmasked Estep 
Score: -32279926.000000 Penalty: 14816.342773
	Iteration 92Q: 3 clusters Score -3.227993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -32279932.000000 Penalty: 14816.342773
	Iteration 93Q: 3 clusters Score -3.227993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -32279932.000000 Penalty: 14816.342773
	Iteration 94F: 3 clusters Score -3.227993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -165817.015625 Penalty: 4303.686523
	Iteration 0F: 2 clusters Score -165817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -161787.750000 Penalty: 8607.373047
	Iteration 0F: 3 clusters Score -161787.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162955.312500 Penalty: 8607.373047
	Iteration 1F: 3 clusters Score -162955.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -163716.390625 Penalty: 8607.373047
	Iteration 2F: 3 clusters Score -163716.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -164142.390625 Penalty: 8607.373047
	Iteration 3F: 3 clusters Score -164142.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -164402.125000 Penalty: 8607.373047
	Iteration 4Q: 3 clusters Score -164402.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -164552.171875 Penalty: 8607.373047
	Iteration 5Q: 3 clusters Score -164552.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -164643.296875 Penalty: 8607.373047
	Iteration 6Q: 3 clusters Score -164643.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -164682.468750 Penalty: 8607.373047
	Iteration 7Q: 3 clusters Score -164682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -164697.562500 Penalty: 8607.373047
	Iteration 8Q: 3 clusters Score -164697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -164713.421875 Penalty: 8607.373047
	Iteration 9Q: 3 clusters Score -164713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -164740.609375 Penalty: 8607.373047
	Iteration 10Q: 3 clusters Score -164740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -164760.390625 Penalty: 8607.373047
	Iteration 11Q: 3 clusters Score -164760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -164785.687500 Penalty: 8607.373047
	Iteration 12Q: 3 clusters Score -164785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -164792.375000 Penalty: 8607.373047
	Iteration 13Q: 3 clusters Score -164792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -164801.843750 Penalty: 8607.373047
	Iteration 14Q: 3 clusters Score -164801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -164825.484375 Penalty: 8607.373047
	Iteration 15Q: 3 clusters Score -164825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -164854.671875 Penalty: 8607.373047
	Iteration 16Q: 3 clusters Score -164854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -164872.046875 Penalty: 8607.373047
	Iteration 17Q: 3 clusters Score -164872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -164872.046875 Penalty: 8607.373047
	Iteration 18F: 3 clusters Score -164872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Entering Unmasked Estep 
Score: -2080062.500000 Penalty: 5729.011230
	Iteration 0F: 2 clusters Score -2080062 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 5744 members 
Entering Unmasked Estep 
Score: -2068882.500000 Penalty: 11458.022461
	Iteration 0F: 3 clusters Score -2068882 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2071259.000000 Penalty: 11458.022461
	Iteration 1F: 3 clusters Score -2071259 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2071808.250000 Penalty: 11458.022461
	Iteration 2F: 3 clusters Score -2071808 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2072216.500000 Penalty: 11458.022461
	Iteration 3F: 3 clusters Score -2072216 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2072582.125000 Penalty: 11458.022461
	Iteration 4Q: 3 clusters Score -2072582 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2072854.250000 Penalty: 11458.022461
	Iteration 5Q: 3 clusters Score -2072854 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2073101.500000 Penalty: 11458.022461
	Iteration 6Q: 3 clusters Score -2073102 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2073322.250000 Penalty: 11458.022461
	Iteration 7Q: 3 clusters Score -2073322 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2073520.875000 Penalty: 11458.022461
	Iteration 8Q: 3 clusters Score -2073521 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2073743.125000 Penalty: 11458.022461
	Iteration 9Q: 3 clusters Score -2073743 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2073962.125000 Penalty: 11458.022461
	Iteration 10Q: 3 clusters Score -2073962 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2074162.000000 Penalty: 11458.022461
	Iteration 11Q: 3 clusters Score -2074162 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2074365.375000 Penalty: 11458.022461
	Iteration 12Q: 3 clusters Score -2074365 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2074537.125000 Penalty: 11458.022461
	Iteration 13Q: 3 clusters Score -2074537 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2074689.250000 Penalty: 11458.022461
	Iteration 14Q: 3 clusters Score -2074689 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2074839.750000 Penalty: 11458.022461
	Iteration 15Q: 3 clusters Score -2074840 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2074948.875000 Penalty: 11458.022461
	Iteration 16Q: 3 clusters Score -2074949 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2075032.125000 Penalty: 11458.022461
	Iteration 17Q: 3 clusters Score -2075032 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2075122.375000 Penalty: 11458.022461
	Iteration 18Q: 3 clusters Score -2075122 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2075203.750000 Penalty: 11458.022461
	Iteration 19Q: 3 clusters Score -2075204 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2075275.000000 Penalty: 11458.022461
	Iteration 20F: 3 clusters Score -2075275 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2075345.875000 Penalty: 11458.022461
	Iteration 21Q: 3 clusters Score -2075346 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2075415.000000 Penalty: 11458.022461
	Iteration 22Q: 3 clusters Score -2075415 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2075463.875000 Penalty: 11458.022461
	Iteration 23Q: 3 clusters Score -2075464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2075499.375000 Penalty: 11458.022461
	Iteration 24Q: 3 clusters Score -2075499 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2075532.750000 Penalty: 11458.022461
	Iteration 25Q: 3 clusters Score -2075533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2075572.625000 Penalty: 11458.022461
	Iteration 26Q: 3 clusters Score -2075573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2075598.625000 Penalty: 11458.022461
	Iteration 27Q: 3 clusters Score -2075599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2075623.125000 Penalty: 11458.022461
	Iteration 28Q: 3 clusters Score -2075623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2075648.250000 Penalty: 11458.022461
	Iteration 29Q: 3 clusters Score -2075648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2075665.625000 Penalty: 11458.022461
	Iteration 30Q: 3 clusters Score -2075666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2075682.125000 Penalty: 11458.022461
	Iteration 31Q: 3 clusters Score -2075682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2075705.750000 Penalty: 11458.022461
	Iteration 32Q: 3 clusters Score -2075706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2075719.250000 Penalty: 11458.022461
	Iteration 33Q: 3 clusters Score -2075719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2075729.750000 Penalty: 11458.022461
	Iteration 34Q: 3 clusters Score -2075730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2075738.125000 Penalty: 11458.022461
	Iteration 35Q: 3 clusters Score -2075738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2075758.250000 Penalty: 11458.022461
	Iteration 36Q: 3 clusters Score -2075758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2075775.500000 Penalty: 11458.022461
	Iteration 37Q: 3 clusters Score -2075776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2075783.625000 Penalty: 11458.022461
	Iteration 38Q: 3 clusters Score -2075784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2075795.750000 Penalty: 11458.022461
	Iteration 39Q: 3 clusters Score -2075796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2075807.375000 Penalty: 11458.022461
	Iteration 40F: 3 clusters Score -2075807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2075811.875000 Penalty: 11458.022461
	Iteration 41Q: 3 clusters Score -2075812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2075829.250000 Penalty: 11458.022461
	Iteration 42Q: 3 clusters Score -2075829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2075839.875000 Penalty: 11458.022461
	Iteration 43Q: 3 clusters Score -2075840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2075855.625000 Penalty: 11458.022461
	Iteration 44Q: 3 clusters Score -2075856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2075869.375000 Penalty: 11458.022461
	Iteration 45Q: 3 clusters Score -2075869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2075886.000000 Penalty: 11458.022461
	Iteration 46Q: 3 clusters Score -2075886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2075899.750000 Penalty: 11458.022461
	Iteration 47Q: 3 clusters Score -2075900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2075907.500000 Penalty: 11458.022461
	Iteration 48Q: 3 clusters Score -2075908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2075917.750000 Penalty: 11458.022461
	Iteration 49Q: 3 clusters Score -2075918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2075926.875000 Penalty: 11458.022461
	Iteration 50Q: 3 clusters Score -2075927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2075941.125000 Penalty: 11458.022461
	Iteration 51Q: 3 clusters Score -2075941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2075958.000000 Penalty: 11458.022461
	Iteration 52Q: 3 clusters Score -2075958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2075964.625000 Penalty: 11458.022461
	Iteration 53Q: 3 clusters Score -2075965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2075977.000000 Penalty: 11458.022461
	Iteration 54Q: 3 clusters Score -2075977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2075989.625000 Penalty: 11458.022461
	Iteration 55Q: 3 clusters Score -2075990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2075993.250000 Penalty: 11458.022461
	Iteration 56Q: 3 clusters Score -2075993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2076003.375000 Penalty: 11458.022461
	Iteration 57Q: 3 clusters Score -2076003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2076017.750000 Penalty: 11458.022461
	Iteration 58Q: 3 clusters Score -2076018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2076028.875000 Penalty: 11458.022461
	Iteration 59Q: 3 clusters Score -2076029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2076043.750000 Penalty: 11458.022461
	Iteration 60F: 3 clusters Score -2076044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2076060.625000 Penalty: 11458.022461
	Iteration 61Q: 3 clusters Score -2076061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2076080.250000 Penalty: 11458.022461
	Iteration 62Q: 3 clusters Score -2076080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2076091.500000 Penalty: 11458.022461
	Iteration 63Q: 3 clusters Score -2076092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2076102.500000 Penalty: 11458.022461
	Iteration 64Q: 3 clusters Score -2076102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2076122.625000 Penalty: 11458.022461
	Iteration 65Q: 3 clusters Score -2076123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2076145.625000 Penalty: 11458.022461
	Iteration 66Q: 3 clusters Score -2076146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2076173.750000 Penalty: 11458.022461
	Iteration 67Q: 3 clusters Score -2076174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2076207.250000 Penalty: 11458.022461
	Iteration 68Q: 3 clusters Score -2076207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2076242.625000 Penalty: 11458.022461
	Iteration 69Q: 3 clusters Score -2076243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2076280.875000 Penalty: 11458.022461
	Iteration 70Q: 3 clusters Score -2076281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2076326.625000 Penalty: 11458.022461
	Iteration 71Q: 3 clusters Score -2076327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2076372.000000 Penalty: 11458.022461
	Iteration 72Q: 3 clusters Score -2076372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2076420.000000 Penalty: 11458.022461
	Iteration 73Q: 3 clusters Score -2076420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2076464.500000 Penalty: 11458.022461
	Iteration 74Q: 3 clusters Score -2076464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2076527.000000 Penalty: 11458.022461
	Iteration 75Q: 3 clusters Score -2076527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2076606.000000 Penalty: 11458.022461
	Iteration 76Q: 3 clusters Score -2076606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2076692.750000 Penalty: 11458.022461
	Iteration 77Q: 3 clusters Score -2076693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2076776.875000 Penalty: 11458.022461
	Iteration 78Q: 3 clusters Score -2076777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2076853.250000 Penalty: 11458.022461
	Iteration 79Q: 3 clusters Score -2076853 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2076917.125000 Penalty: 11458.022461
	Iteration 80F: 3 clusters Score -2076917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2076959.625000 Penalty: 11458.022461
	Iteration 81Q: 3 clusters Score -2076960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2076976.500000 Penalty: 11458.022461
	Iteration 82Q: 3 clusters Score -2076976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2076982.125000 Penalty: 11458.022461
	Iteration 83Q: 3 clusters Score -2076982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2076985.000000 Penalty: 11458.022461
	Iteration 84Q: 3 clusters Score -2076985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2076985.500000 Penalty: 11458.022461
	Iteration 85Q: 3 clusters Score -2076986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2076985.500000 Penalty: 11458.022461
	Iteration 86F: 3 clusters Score -2076986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Entering Unmasked Estep 
Score: -11310584.000000 Penalty: 6763.152344
	Iteration 0F: 2 clusters Score -1.131058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -11266822.000000 Penalty: 13526.304688
	Iteration 0F: 3 clusters Score -1.126682e+07 nChanged 27856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -11281689.000000 Penalty: 13526.304688
	Iteration 1F: 3 clusters Score -1.128169e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -11282689.000000 Penalty: 13526.304688
	Iteration 2Q: 3 clusters Score -1.128269e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -11283501.000000 Penalty: 13526.304688
	Iteration 3Q: 3 clusters Score -1.12835e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -11284250.000000 Penalty: 13526.304688
	Iteration 4Q: 3 clusters Score -1.128425e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -11285001.000000 Penalty: 13526.304688
	Iteration 5Q: 3 clusters Score -1.1285e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -11285786.000000 Penalty: 13526.304688
	Iteration 6Q: 3 clusters Score -1.128579e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -11287043.000000 Penalty: 13526.304688
	Iteration 7Q: 3 clusters Score -1.128704e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -11288793.000000 Penalty: 13526.304688
	Iteration 8F: 3 clusters Score -1.128879e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -11291298.000000 Penalty: 13526.304688
	Iteration 9F: 3 clusters Score -1.12913e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -11294851.000000 Penalty: 13526.304688
	Iteration 10F: 3 clusters Score -1.129485e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -11298672.000000 Penalty: 13526.304688
	Iteration 11F: 3 clusters Score -1.129867e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11301499.000000 Penalty: 13526.304688
	Iteration 12Q: 3 clusters Score -1.13015e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11303086.000000 Penalty: 13526.304688
	Iteration 13Q: 3 clusters Score -1.130309e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11303788.000000 Penalty: 13526.304688
	Iteration 14Q: 3 clusters Score -1.130379e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11304144.000000 Penalty: 13526.304688
	Iteration 15Q: 3 clusters Score -1.130414e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11304337.000000 Penalty: 13526.304688
	Iteration 16Q: 3 clusters Score -1.130434e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11304406.000000 Penalty: 13526.304688
	Iteration 17Q: 3 clusters Score -1.130441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11304466.000000 Penalty: 13526.304688
	Iteration 18Q: 3 clusters Score -1.130447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11304498.000000 Penalty: 13526.304688
	Iteration 19Q: 3 clusters Score -1.13045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11304525.000000 Penalty: 13526.304688
	Iteration 20F: 3 clusters Score -1.130452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11304549.000000 Penalty: 13526.304688
	Iteration 21Q: 3 clusters Score -1.130455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11304551.000000 Penalty: 13526.304688
	Iteration 22Q: 3 clusters Score -1.130455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11304570.000000 Penalty: 13526.304688
	Iteration 23Q: 3 clusters Score -1.130457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11304565.000000 Penalty: 13526.304688
	Iteration 24Q: 3 clusters Score -1.130456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11304576.000000 Penalty: 13526.304688
	Iteration 25Q: 3 clusters Score -1.130458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11304573.000000 Penalty: 13526.304688
	Iteration 26Q: 3 clusters Score -1.130457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11304579.000000 Penalty: 13526.304688
	Iteration 27Q: 3 clusters Score -1.130458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11304584.000000 Penalty: 13526.304688
	Iteration 28Q: 3 clusters Score -1.130458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11304601.000000 Penalty: 13526.304688
	Iteration 29Q: 3 clusters Score -1.13046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11304610.000000 Penalty: 13526.304688
	Iteration 30Q: 3 clusters Score -1.130461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11304625.000000 Penalty: 13526.304688
	Iteration 31Q: 3 clusters Score -1.130462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11304621.000000 Penalty: 13526.304688
	Iteration 32Q: 3 clusters Score -1.130462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11304636.000000 Penalty: 13526.304688
	Iteration 33Q: 3 clusters Score -1.130464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11304645.000000 Penalty: 13526.304688
	Iteration 34Q: 3 clusters Score -1.130464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11304657.000000 Penalty: 13526.304688
	Iteration 35Q: 3 clusters Score -1.130466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11304650.000000 Penalty: 13526.304688
	Iteration 36Q: 3 clusters Score -1.130465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11304651.000000 Penalty: 13526.304688
	Iteration 37Q: 3 clusters Score -1.130465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11304652.000000 Penalty: 13526.304688
	Iteration 38Q: 3 clusters Score -1.130465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11304661.000000 Penalty: 13526.304688
	Iteration 39Q: 3 clusters Score -1.130466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11304661.000000 Penalty: 13526.304688
	Iteration 40F: 3 clusters Score -1.130466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Entering Unmasked Estep 
Score: -9612305.000000 Penalty: 6665.041504
	Iteration 0F: 2 clusters Score -9612305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -9574712.000000 Penalty: 13330.083008
	Iteration 0F: 3 clusters Score -9574712 nChanged 23462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -9587003.000000 Penalty: 13330.083008
	Iteration 1F: 3 clusters Score -9587003 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -9588090.000000 Penalty: 13330.083008
	Iteration 2F: 3 clusters Score -9588090 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -9589071.000000 Penalty: 13330.083008
	Iteration 3Q: 3 clusters Score -9589071 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9590266.000000 Penalty: 13330.083008
	Iteration 4Q: 3 clusters Score -9590266 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -9591575.000000 Penalty: 13330.083008
	Iteration 5Q: 3 clusters Score -9591575 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -9593288.000000 Penalty: 13330.083008
	Iteration 6F: 3 clusters Score -9593288 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -9595654.000000 Penalty: 13330.083008
	Iteration 7F: 3 clusters Score -9595654 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -9598796.000000 Penalty: 13330.083008
	Iteration 8F: 3 clusters Score -9598796 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -9602343.000000 Penalty: 13330.083008
	Iteration 9F: 3 clusters Score -9602343 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -9605240.000000 Penalty: 13330.083008
	Iteration 10F: 3 clusters Score -9605240 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -9606784.000000 Penalty: 13330.083008
	Iteration 11Q: 3 clusters Score -9606784 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -9607346.000000 Penalty: 13330.083008
	Iteration 12Q: 3 clusters Score -9607346 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -9607602.000000 Penalty: 13330.083008
	Iteration 13Q: 3 clusters Score -9607602 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -9607743.000000 Penalty: 13330.083008
	Iteration 14Q: 3 clusters Score -9607743 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -9607818.000000 Penalty: 13330.083008
	Iteration 15Q: 3 clusters Score -9607818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -9607858.000000 Penalty: 13330.083008
	Iteration 16Q: 3 clusters Score -9607858 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -9607844.000000 Penalty: 13330.083008
	Iteration 17Q: 3 clusters Score -9607844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -9607843.000000 Penalty: 13330.083008
	Iteration 18Q: 3 clusters Score -9607843 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -9607833.000000 Penalty: 13330.083008
	Iteration 19Q: 3 clusters Score -9607833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -9607845.000000 Penalty: 13330.083008
	Iteration 20F: 3 clusters Score -9607845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -9607843.000000 Penalty: 13330.083008
	Iteration 21Q: 3 clusters Score -9607843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -9607867.000000 Penalty: 13330.083008
	Iteration 22Q: 3 clusters Score -9607867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -9607868.000000 Penalty: 13330.083008
	Iteration 23Q: 3 clusters Score -9607868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -9607878.000000 Penalty: 13330.083008
	Iteration 24Q: 3 clusters Score -9607878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -9607878.000000 Penalty: 13330.083008
	Iteration 25Q: 3 clusters Score -9607878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -9607879.000000 Penalty: 13330.083008
	Iteration 26Q: 3 clusters Score -9607879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -9607876.000000 Penalty: 13330.083008
	Iteration 27Q: 3 clusters Score -9607876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -9607870.000000 Penalty: 13330.083008
	Iteration 28Q: 3 clusters Score -9607870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -9607861.000000 Penalty: 13330.083008
	Iteration 29Q: 3 clusters Score -9607861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -9607863.000000 Penalty: 13330.083008
	Iteration 30Q: 3 clusters Score -9607863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -9607860.000000 Penalty: 13330.083008
	Iteration 31Q: 3 clusters Score -9607860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -9607854.000000 Penalty: 13330.083008
	Iteration 32Q: 3 clusters Score -9607854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -9607853.000000 Penalty: 13330.083008
	Iteration 33Q: 3 clusters Score -9607853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9607863.000000 Penalty: 13330.083008
	Iteration 34Q: 3 clusters Score -9607863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -9607863.000000 Penalty: 13330.083008
	Iteration 35Q: 3 clusters Score -9607863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -9607865.000000 Penalty: 13330.083008
	Iteration 36Q: 3 clusters Score -9607865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -9607865.000000 Penalty: 13330.083008
	Iteration 37Q: 3 clusters Score -9607865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -9607861.000000 Penalty: 13330.083008
	Iteration 38Q: 3 clusters Score -9607861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -9607857.000000 Penalty: 13330.083008
	Iteration 39Q: 3 clusters Score -9607857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -9607857.000000 Penalty: 13330.083008
	Iteration 40F: 3 clusters Score -9607857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -348312.281250 Penalty: 4681.339844
	Iteration 0F: 2 clusters Score -348312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -343377.125000 Penalty: 9362.679688
	Iteration 0F: 3 clusters Score -343377.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -344081.656250 Penalty: 9362.679688
	Iteration 1F: 3 clusters Score -344081.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -344298.406250 Penalty: 9362.679688
	Iteration 2F: 3 clusters Score -344298.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -344403.812500 Penalty: 9362.679688
	Iteration 3Q: 3 clusters Score -344403.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -344460.843750 Penalty: 9362.679688
	Iteration 4Q: 3 clusters Score -344460.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -344496.187500 Penalty: 9362.679688
	Iteration 5Q: 3 clusters Score -344496.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -344537.281250 Penalty: 9362.679688
	Iteration 6Q: 3 clusters Score -344537.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -344582.312500 Penalty: 9362.679688
	Iteration 7Q: 3 clusters Score -344582.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -344628.281250 Penalty: 9362.679688
	Iteration 8Q: 3 clusters Score -344628.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -344687.031250 Penalty: 9362.679688
	Iteration 9Q: 3 clusters Score -344687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -344764.656250 Penalty: 9362.679688
	Iteration 10Q: 3 clusters Score -344764.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -344836.656250 Penalty: 9362.679688
	Iteration 11Q: 3 clusters Score -344836.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -344907.343750 Penalty: 9362.679688
	Iteration 12Q: 3 clusters Score -344907.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -344976.937500 Penalty: 9362.679688
	Iteration 13Q: 3 clusters Score -344976.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -345079.125000 Penalty: 9362.679688
	Iteration 14Q: 3 clusters Score -345079.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -345179.875000 Penalty: 9362.679688
	Iteration 15Q: 3 clusters Score -345179.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -345318.468750 Penalty: 9362.679688
	Iteration 16Q: 3 clusters Score -345318.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -345490.000000 Penalty: 9362.679688
	Iteration 17Q: 3 clusters Score -345490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -345640.500000 Penalty: 9362.679688
	Iteration 18Q: 3 clusters Score -345640.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -345765.593750 Penalty: 9362.679688
	Iteration 19Q: 3 clusters Score -345765.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -345901.437500 Penalty: 9362.679688
	Iteration 20F: 3 clusters Score -345901.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -346003.656250 Penalty: 9362.679688
	Iteration 21Q: 3 clusters Score -346003.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -346054.468750 Penalty: 9362.679688
	Iteration 22Q: 3 clusters Score -346054.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -346089.968750 Penalty: 9362.679688
	Iteration 23Q: 3 clusters Score -346090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -346113.562500 Penalty: 9362.679688
	Iteration 24Q: 3 clusters Score -346113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -346131.968750 Penalty: 9362.679688
	Iteration 25Q: 3 clusters Score -346132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346144.593750 Penalty: 9362.679688
	Iteration 26Q: 3 clusters Score -346144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -346147.812500 Penalty: 9362.679688
	Iteration 27Q: 3 clusters Score -346147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -346166.750000 Penalty: 9362.679688
	Iteration 28Q: 3 clusters Score -346166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -346179.406250 Penalty: 9362.679688
	Iteration 29Q: 3 clusters Score -346179.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -346195.062500 Penalty: 9362.679688
	Iteration 30Q: 3 clusters Score -346195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -346202.031250 Penalty: 9362.679688
	Iteration 31Q: 3 clusters Score -346202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -346206.125000 Penalty: 9362.679688
	Iteration 32Q: 3 clusters Score -346206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -346206.125000 Penalty: 9362.679688
	Iteration 33F: 3 clusters Score -346206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -1395479.375000 Penalty: 5507.408203
	Iteration 0F: 2 clusters Score -1395479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1386550.875000 Penalty: 11014.816406
	Iteration 0F: 3 clusters Score -1386551 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1388312.625000 Penalty: 11014.816406
	Iteration 1F: 3 clusters Score -1388313 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1388853.875000 Penalty: 11014.816406
	Iteration 2F: 3 clusters Score -1388854 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1389270.500000 Penalty: 11014.816406
	Iteration 3F: 3 clusters Score -1389270 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1389619.375000 Penalty: 11014.816406
	Iteration 4Q: 3 clusters Score -1389619 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1389873.125000 Penalty: 11014.816406
	Iteration 5Q: 3 clusters Score -1389873 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1390071.875000 Penalty: 11014.816406
	Iteration 6Q: 3 clusters Score -1390072 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1390238.125000 Penalty: 11014.816406
	Iteration 7Q: 3 clusters Score -1390238 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1390410.125000 Penalty: 11014.816406
	Iteration 8Q: 3 clusters Score -1390410 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1390576.750000 Penalty: 11014.816406
	Iteration 9Q: 3 clusters Score -1390577 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1390720.500000 Penalty: 11014.816406
	Iteration 10Q: 3 clusters Score -1390720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1390855.750000 Penalty: 11014.816406
	Iteration 11Q: 3 clusters Score -1390856 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1390962.500000 Penalty: 11014.816406
	Iteration 12Q: 3 clusters Score -1390962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1391056.625000 Penalty: 11014.816406
	Iteration 13Q: 3 clusters Score -1391057 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1391141.125000 Penalty: 11014.816406
	Iteration 14Q: 3 clusters Score -1391141 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1391214.250000 Penalty: 11014.816406
	Iteration 15Q: 3 clusters Score -1391214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1391266.375000 Penalty: 11014.816406
	Iteration 16Q: 3 clusters Score -1391266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1391309.375000 Penalty: 11014.816406
	Iteration 17Q: 3 clusters Score -1391309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1391331.625000 Penalty: 11014.816406
	Iteration 18Q: 3 clusters Score -1391332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1391351.750000 Penalty: 11014.816406
	Iteration 19Q: 3 clusters Score -1391352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1391369.125000 Penalty: 11014.816406
	Iteration 20F: 3 clusters Score -1391369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1391378.125000 Penalty: 11014.816406
	Iteration 21Q: 3 clusters Score -1391378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1391388.000000 Penalty: 11014.816406
	Iteration 22Q: 3 clusters Score -1391388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1391390.000000 Penalty: 11014.816406
	Iteration 23Q: 3 clusters Score -1391390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1391402.875000 Penalty: 11014.816406
	Iteration 24Q: 3 clusters Score -1391403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1391403.500000 Penalty: 11014.816406
	Iteration 25Q: 3 clusters Score -1391404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1391407.250000 Penalty: 11014.816406
	Iteration 26Q: 3 clusters Score -1391407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1391409.125000 Penalty: 11014.816406
	Iteration 27Q: 3 clusters Score -1391409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1391415.625000 Penalty: 11014.816406
	Iteration 28Q: 3 clusters Score -1391416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1391421.000000 Penalty: 11014.816406
	Iteration 29Q: 3 clusters Score -1391421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1391426.625000 Penalty: 11014.816406
	Iteration 30Q: 3 clusters Score -1391427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1391430.625000 Penalty: 11014.816406
	Iteration 31Q: 3 clusters Score -1391431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1391434.125000 Penalty: 11014.816406
	Iteration 32Q: 3 clusters Score -1391434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1391433.750000 Penalty: 11014.816406
	Iteration 33Q: 3 clusters Score -1391434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1391436.375000 Penalty: 11014.816406
	Iteration 34Q: 3 clusters Score -1391436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1391437.875000 Penalty: 11014.816406
	Iteration 35Q: 3 clusters Score -1391438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1391443.375000 Penalty: 11014.816406
	Iteration 36Q: 3 clusters Score -1391443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1391445.000000 Penalty: 11014.816406
	Iteration 37Q: 3 clusters Score -1391445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1391448.500000 Penalty: 11014.816406
	Iteration 38Q: 3 clusters Score -1391448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1391452.000000 Penalty: 11014.816406
	Iteration 39Q: 3 clusters Score -1391452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1391454.375000 Penalty: 11014.816406
	Iteration 40F: 3 clusters Score -1391454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Entering Unmasked Estep 
Score: -6761158.500000 Penalty: 6459.440430
	Iteration 0F: 2 clusters Score -6761158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -6733184.500000 Penalty: 12918.880859
	Iteration 0F: 3 clusters Score -6733184 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -6741822.000000 Penalty: 12918.880859
	Iteration 1F: 3 clusters Score -6741822 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -6742616.000000 Penalty: 12918.880859
	Iteration 2F: 3 clusters Score -6742616 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -6743192.000000 Penalty: 12918.880859
	Iteration 3Q: 3 clusters Score -6743192 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -6743760.000000 Penalty: 12918.880859
	Iteration 4Q: 3 clusters Score -6743760 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -6744226.500000 Penalty: 12918.880859
	Iteration 5Q: 3 clusters Score -6744226 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6744642.000000 Penalty: 12918.880859
	Iteration 6Q: 3 clusters Score -6744642 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -6745068.000000 Penalty: 12918.880859
	Iteration 7Q: 3 clusters Score -6745068 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6745552.000000 Penalty: 12918.880859
	Iteration 8Q: 3 clusters Score -6745552 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -6746075.500000 Penalty: 12918.880859
	Iteration 9Q: 3 clusters Score -6746076 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -6746624.000000 Penalty: 12918.880859
	Iteration 10Q: 3 clusters Score -6746624 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -6747230.500000 Penalty: 12918.880859
	Iteration 11Q: 3 clusters Score -6747230 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -6747911.500000 Penalty: 12918.880859
	Iteration 12Q: 3 clusters Score -6747912 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -6748589.000000 Penalty: 12918.880859
	Iteration 13Q: 3 clusters Score -6748589 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -6749307.500000 Penalty: 12918.880859
	Iteration 14Q: 3 clusters Score -6749308 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6750014.000000 Penalty: 12918.880859
	Iteration 15Q: 3 clusters Score -6750014 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -6750703.000000 Penalty: 12918.880859
	Iteration 16Q: 3 clusters Score -6750703 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6751329.500000 Penalty: 12918.880859
	Iteration 17Q: 3 clusters Score -6751330 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -6751780.500000 Penalty: 12918.880859
	Iteration 18Q: 3 clusters Score -6751780 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -6752137.500000 Penalty: 12918.880859
	Iteration 19Q: 3 clusters Score -6752138 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -6752414.500000 Penalty: 12918.880859
	Iteration 20F: 3 clusters Score -6752414 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -6752632.000000 Penalty: 12918.880859
	Iteration 21Q: 3 clusters Score -6752632 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -6752746.500000 Penalty: 12918.880859
	Iteration 22Q: 3 clusters Score -6752746 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -6752866.000000 Penalty: 12918.880859
	Iteration 23Q: 3 clusters Score -6752866 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -6752939.500000 Penalty: 12918.880859
	Iteration 24Q: 3 clusters Score -6752940 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6753039.000000 Penalty: 12918.880859
	Iteration 25Q: 3 clusters Score -6753039 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -6753085.500000 Penalty: 12918.880859
	Iteration 26Q: 3 clusters Score -6753086 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -6753144.000000 Penalty: 12918.880859
	Iteration 27Q: 3 clusters Score -6753144 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -6753202.000000 Penalty: 12918.880859
	Iteration 28Q: 3 clusters Score -6753202 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -6753228.500000 Penalty: 12918.880859
	Iteration 29Q: 3 clusters Score -6753228 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -6753290.000000 Penalty: 12918.880859
	Iteration 30Q: 3 clusters Score -6753290 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6753296.000000 Penalty: 12918.880859
	Iteration 31Q: 3 clusters Score -6753296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6753324.500000 Penalty: 12918.880859
	Iteration 32Q: 3 clusters Score -6753324 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -6753369.000000 Penalty: 12918.880859
	Iteration 33Q: 3 clusters Score -6753369 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -6753410.500000 Penalty: 12918.880859
	Iteration 34Q: 3 clusters Score -6753410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -6753424.000000 Penalty: 12918.880859
	Iteration 35Q: 3 clusters Score -6753424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6753418.000000 Penalty: 12918.880859
	Iteration 36Q: 3 clusters Score -6753418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -6753441.000000 Penalty: 12918.880859
	Iteration 37Q: 3 clusters Score -6753441 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -6753454.500000 Penalty: 12918.880859
	Iteration 38Q: 3 clusters Score -6753454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -6753473.000000 Penalty: 12918.880859
	Iteration 39Q: 3 clusters Score -6753473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -6753495.500000 Penalty: 12918.880859
	Iteration 40F: 3 clusters Score -6753496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6753481.500000 Penalty: 12918.880859
	Iteration 41Q: 3 clusters Score -6753482 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -6753503.000000 Penalty: 12918.880859
	Iteration 42Q: 3 clusters Score -6753503 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6753521.500000 Penalty: 12918.880859
	Iteration 43Q: 3 clusters Score -6753522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -6753533.500000 Penalty: 12918.880859
	Iteration 44Q: 3 clusters Score -6753534 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -6753565.500000 Penalty: 12918.880859
	Iteration 45Q: 3 clusters Score -6753566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -6753573.500000 Penalty: 12918.880859
	Iteration 46Q: 3 clusters Score -6753574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -6753585.500000 Penalty: 12918.880859
	Iteration 47Q: 3 clusters Score -6753586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -6753597.500000 Penalty: 12918.880859
	Iteration 48Q: 3 clusters Score -6753598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -6753619.500000 Penalty: 12918.880859
	Iteration 49Q: 3 clusters Score -6753620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -6753642.500000 Penalty: 12918.880859
	Iteration 50Q: 3 clusters Score -6753642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6753658.000000 Penalty: 12918.880859
	Iteration 51Q: 3 clusters Score -6753658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -6753662.500000 Penalty: 12918.880859
	Iteration 52Q: 3 clusters Score -6753662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6753664.000000 Penalty: 12918.880859
	Iteration 53Q: 3 clusters Score -6753664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -6753664.000000 Penalty: 12918.880859
	Iteration 54Q: 3 clusters Score -6753664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -6753681.500000 Penalty: 12918.880859
	Iteration 55Q: 3 clusters Score -6753682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -6753709.500000 Penalty: 12918.880859
	Iteration 56Q: 3 clusters Score -6753710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -6753718.000000 Penalty: 12918.880859
	Iteration 57Q: 3 clusters Score -6753718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -6753724.000000 Penalty: 12918.880859
	Iteration 58Q: 3 clusters Score -6753724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6753743.000000 Penalty: 12918.880859
	Iteration 59Q: 3 clusters Score -6753743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -6753734.500000 Penalty: 12918.880859
	Iteration 60F: 3 clusters Score -6753734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -6753767.000000 Penalty: 12918.880859
	Iteration 61Q: 3 clusters Score -6753767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -6753787.000000 Penalty: 12918.880859
	Iteration 62Q: 3 clusters Score -6753787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -6753787.500000 Penalty: 12918.880859
	Iteration 63Q: 3 clusters Score -6753788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6753784.500000 Penalty: 12918.880859
	Iteration 64Q: 3 clusters Score -6753784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -6753807.000000 Penalty: 12918.880859
	Iteration 65Q: 3 clusters Score -6753807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -6753822.000000 Penalty: 12918.880859
	Iteration 66Q: 3 clusters Score -6753822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -6753818.000000 Penalty: 12918.880859
	Iteration 67Q: 3 clusters Score -6753818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -6753844.000000 Penalty: 12918.880859
	Iteration 68Q: 3 clusters Score -6753844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -6753833.500000 Penalty: 12918.880859
	Iteration 69Q: 3 clusters Score -6753834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -6753841.000000 Penalty: 12918.880859
	Iteration 70Q: 3 clusters Score -6753841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6753826.000000 Penalty: 12918.880859
	Iteration 71Q: 3 clusters Score -6753826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -6753854.000000 Penalty: 12918.880859
	Iteration 72Q: 3 clusters Score -6753854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -6753837.000000 Penalty: 12918.880859
	Iteration 73Q: 3 clusters Score -6753837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -6753834.000000 Penalty: 12918.880859
	Iteration 74Q: 3 clusters Score -6753834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -6753852.500000 Penalty: 12918.880859
	Iteration 75Q: 3 clusters Score -6753852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -6753867.500000 Penalty: 12918.880859
	Iteration 76Q: 3 clusters Score -6753868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -6753875.500000 Penalty: 12918.880859
	Iteration 77Q: 3 clusters Score -6753876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -6753906.000000 Penalty: 12918.880859
	Iteration 78Q: 3 clusters Score -6753906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -6753893.000000 Penalty: 12918.880859
	Iteration 79Q: 3 clusters Score -6753893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -6753941.000000 Penalty: 12918.880859
	Iteration 80F: 3 clusters Score -6753941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6753942.000000 Penalty: 12918.880859
	Iteration 81Q: 3 clusters Score -6753942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -6753960.000000 Penalty: 12918.880859
	Iteration 82Q: 3 clusters Score -6753960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -6753956.000000 Penalty: 12918.880859
	Iteration 83Q: 3 clusters Score -6753956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -6753960.000000 Penalty: 12918.880859
	Iteration 84Q: 3 clusters Score -6753960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -6753955.500000 Penalty: 12918.880859
	Iteration 85Q: 3 clusters Score -6753956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -6753961.000000 Penalty: 12918.880859
	Iteration 86Q: 3 clusters Score -6753961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6753965.000000 Penalty: 12918.880859
	Iteration 87Q: 3 clusters Score -6753965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -6753956.500000 Penalty: 12918.880859
	Iteration 88Q: 3 clusters Score -6753956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -6753975.500000 Penalty: 12918.880859
	Iteration 89Q: 3 clusters Score -6753976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -6753951.500000 Penalty: 12918.880859
	Iteration 90Q: 3 clusters Score -6753952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -6753977.500000 Penalty: 12918.880859
	Iteration 91Q: 3 clusters Score -6753978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -6753966.500000 Penalty: 12918.880859
	Iteration 92Q: 3 clusters Score -6753966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -6753973.500000 Penalty: 12918.880859
	Iteration 93Q: 3 clusters Score -6753974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6753990.000000 Penalty: 12918.880859
	Iteration 94Q: 3 clusters Score -6753990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -6753982.500000 Penalty: 12918.880859
	Iteration 95Q: 3 clusters Score -6753982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -6754002.500000 Penalty: 12918.880859
	Iteration 96Q: 3 clusters Score -6754002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6754009.500000 Penalty: 12918.880859
	Iteration 97Q: 3 clusters Score -6754010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6754006.000000 Penalty: 12918.880859
	Iteration 98Q: 3 clusters Score -6754006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -6754001.000000 Penalty: 12918.880859
	Iteration 99Q: 3 clusters Score -6754001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -6754002.000000 Penalty: 12918.880859
	Iteration 100F: 3 clusters Score -6754002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -6754014.000000 Penalty: 12918.880859
	Iteration 101Q: 3 clusters Score -6754014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -6754025.500000 Penalty: 12918.880859
	Iteration 102Q: 3 clusters Score -6754026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -6754034.500000 Penalty: 12918.880859
	Iteration 103Q: 3 clusters Score -6754034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -6754043.500000 Penalty: 12918.880859
	Iteration 104Q: 3 clusters Score -6754044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -6754047.500000 Penalty: 12918.880859
	Iteration 105Q: 3 clusters Score -6754048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6754056.000000 Penalty: 12918.880859
	Iteration 106Q: 3 clusters Score -6754056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6754053.000000 Penalty: 12918.880859
	Iteration 107Q: 3 clusters Score -6754053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -6754050.000000 Penalty: 12918.880859
	Iteration 108Q: 3 clusters Score -6754050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -6754048.500000 Penalty: 12918.880859
	Iteration 109Q: 3 clusters Score -6754048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -6754064.500000 Penalty: 12918.880859
	Iteration 110Q: 3 clusters Score -6754064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -6754075.000000 Penalty: 12918.880859
	Iteration 111Q: 3 clusters Score -6754075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -6754072.500000 Penalty: 12918.880859
	Iteration 112Q: 3 clusters Score -6754072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6754088.500000 Penalty: 12918.880859
	Iteration 113Q: 3 clusters Score -6754088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -6754089.000000 Penalty: 12918.880859
	Iteration 114Q: 3 clusters Score -6754089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -6754095.000000 Penalty: 12918.880859
	Iteration 115Q: 3 clusters Score -6754095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -6754120.500000 Penalty: 12918.880859
	Iteration 116Q: 3 clusters Score -6754120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -6754111.500000 Penalty: 12918.880859
	Iteration 117Q: 3 clusters Score -6754112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -6754098.500000 Penalty: 12918.880859
	Iteration 118Q: 3 clusters Score -6754098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6754099.500000 Penalty: 12918.880859
	Iteration 119Q: 3 clusters Score -6754100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -6754097.000000 Penalty: 12918.880859
	Iteration 120F: 3 clusters Score -6754097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -6754093.500000 Penalty: 12918.880859
	Iteration 121Q: 3 clusters Score -6754094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -6754100.000000 Penalty: 12918.880859
	Iteration 122Q: 3 clusters Score -6754100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -6754108.000000 Penalty: 12918.880859
	Iteration 123Q: 3 clusters Score -6754108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -6754102.500000 Penalty: 12918.880859
	Iteration 124Q: 3 clusters Score -6754102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -6754101.500000 Penalty: 12918.880859
	Iteration 125Q: 3 clusters Score -6754102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -6754099.500000 Penalty: 12918.880859
	Iteration 126Q: 3 clusters Score -6754100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -6754114.500000 Penalty: 12918.880859
	Iteration 127Q: 3 clusters Score -6754114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -6754103.500000 Penalty: 12918.880859
	Iteration 128Q: 3 clusters Score -6754104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6754105.000000 Penalty: 12918.880859
	Iteration 129Q: 3 clusters Score -6754105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -6754114.500000 Penalty: 12918.880859
	Iteration 130Q: 3 clusters Score -6754114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -6754115.000000 Penalty: 12918.880859
	Iteration 131Q: 3 clusters Score -6754115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -6754119.000000 Penalty: 12918.880859
	Iteration 132Q: 3 clusters Score -6754119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -6754129.000000 Penalty: 12918.880859
	Iteration 133Q: 3 clusters Score -6754129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -6754131.500000 Penalty: 12918.880859
	Iteration 134Q: 3 clusters Score -6754132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -6754153.000000 Penalty: 12918.880859
	Iteration 135Q: 3 clusters Score -6754153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -6754167.500000 Penalty: 12918.880859
	Iteration 136Q: 3 clusters Score -6754168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -6754155.000000 Penalty: 12918.880859
	Iteration 137Q: 3 clusters Score -6754155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -6754169.500000 Penalty: 12918.880859
	Iteration 138Q: 3 clusters Score -6754170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -6754183.000000 Penalty: 12918.880859
	Iteration 139Q: 3 clusters Score -6754183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -6754187.500000 Penalty: 12918.880859
	Iteration 140F: 3 clusters Score -6754188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -6754178.500000 Penalty: 12918.880859
	Iteration 141Q: 3 clusters Score -6754178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -6754176.000000 Penalty: 12918.880859
	Iteration 142Q: 3 clusters Score -6754176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6754181.500000 Penalty: 12918.880859
	Iteration 143Q: 3 clusters Score -6754182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -6754193.000000 Penalty: 12918.880859
	Iteration 144Q: 3 clusters Score -6754193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -6754178.000000 Penalty: 12918.880859
	Iteration 145Q: 3 clusters Score -6754178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -6754160.500000 Penalty: 12918.880859
	Iteration 146Q: 3 clusters Score -6754160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -6754162.000000 Penalty: 12918.880859
	Iteration 147Q: 3 clusters Score -6754162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -6754182.500000 Penalty: 12918.880859
	Iteration 148Q: 3 clusters Score -6754182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -6754178.500000 Penalty: 12918.880859
	Iteration 149Q: 3 clusters Score -6754178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -6754178.500000 Penalty: 12918.880859
	Iteration 150Q: 3 clusters Score -6754178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -6754189.000000 Penalty: 12918.880859
	Iteration 151Q: 3 clusters Score -6754189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -6754188.500000 Penalty: 12918.880859
	Iteration 152Q: 3 clusters Score -6754188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -6754181.000000 Penalty: 12918.880859
	Iteration 153Q: 3 clusters Score -6754181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -6754183.000000 Penalty: 12918.880859
	Iteration 154Q: 3 clusters Score -6754183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -6754178.000000 Penalty: 12918.880859
	Iteration 155Q: 3 clusters Score -6754178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -6754186.000000 Penalty: 12918.880859
	Iteration 156Q: 3 clusters Score -6754186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -6754187.500000 Penalty: 12918.880859
	Iteration 157Q: 3 clusters Score -6754188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -6754194.500000 Penalty: 12918.880859
	Iteration 158Q: 3 clusters Score -6754194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -6754201.500000 Penalty: 12918.880859
	Iteration 159Q: 3 clusters Score -6754202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6754198.500000 Penalty: 12918.880859
	Iteration 160F: 3 clusters Score -6754198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -6754210.500000 Penalty: 12918.880859
	Iteration 161Q: 3 clusters Score -6754210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -6754205.000000 Penalty: 12918.880859
	Iteration 162Q: 3 clusters Score -6754205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -6754206.000000 Penalty: 12918.880859
	Iteration 163Q: 3 clusters Score -6754206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -6754207.500000 Penalty: 12918.880859
	Iteration 164Q: 3 clusters Score -6754208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -6754208.500000 Penalty: 12918.880859
	Iteration 165Q: 3 clusters Score -6754208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6754200.000000 Penalty: 12918.880859
	Iteration 166Q: 3 clusters Score -6754200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -6754196.000000 Penalty: 12918.880859
	Iteration 167Q: 3 clusters Score -6754196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -6754190.500000 Penalty: 12918.880859
	Iteration 168Q: 3 clusters Score -6754190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -6754185.500000 Penalty: 12918.880859
	Iteration 169Q: 3 clusters Score -6754186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -6754194.500000 Penalty: 12918.880859
	Iteration 170Q: 3 clusters Score -6754194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -6754193.500000 Penalty: 12918.880859
	Iteration 171Q: 3 clusters Score -6754194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -6754197.000000 Penalty: 12918.880859
	Iteration 172Q: 3 clusters Score -6754197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -6754193.000000 Penalty: 12918.880859
	Iteration 173Q: 3 clusters Score -6754193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -6754197.000000 Penalty: 12918.880859
	Iteration 174Q: 3 clusters Score -6754197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -6754196.000000 Penalty: 12918.880859
	Iteration 175Q: 3 clusters Score -6754196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6754203.500000 Penalty: 12918.880859
	Iteration 176Q: 3 clusters Score -6754204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -6754196.000000 Penalty: 12918.880859
	Iteration 177Q: 3 clusters Score -6754196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -6754189.500000 Penalty: 12918.880859
	Iteration 178Q: 3 clusters Score -6754190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -6754191.500000 Penalty: 12918.880859
	Iteration 179Q: 3 clusters Score -6754192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6754191.500000 Penalty: 12918.880859
	Iteration 180F: 3 clusters Score -6754192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -6754195.500000 Penalty: 12918.880859
	Iteration 181Q: 3 clusters Score -6754196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -6754197.500000 Penalty: 12918.880859
	Iteration 182Q: 3 clusters Score -6754198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -6754194.000000 Penalty: 12918.880859
	Iteration 183Q: 3 clusters Score -6754194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -6754194.500000 Penalty: 12918.880859
	Iteration 184Q: 3 clusters Score -6754194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6754198.500000 Penalty: 12918.880859
	Iteration 185Q: 3 clusters Score -6754198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6754198.500000 Penalty: 12918.880859
	Iteration 186F: 3 clusters Score -6754198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -89433.218750 Penalty: 3890.985352
	Iteration 0F: 2 clusters Score -89433.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86025.875000 Penalty: 7781.970703
	Iteration 0F: 3 clusters Score -86025.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86531.664062 Penalty: 7781.970703
	Iteration 1F: 3 clusters Score -86531.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87173.453125 Penalty: 7781.970703
	Iteration 2F: 3 clusters Score -87173.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87688.687500 Penalty: 7781.970703
	Iteration 3F: 3 clusters Score -87688.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87894.367188 Penalty: 7781.970703
	Iteration 4F: 3 clusters Score -87894.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88044.140625 Penalty: 7781.970703
	Iteration 5Q: 3 clusters Score -88044.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88130.468750 Penalty: 7781.970703
	Iteration 6Q: 3 clusters Score -88130.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88164.882812 Penalty: 7781.970703
	Iteration 7Q: 3 clusters Score -88164.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88174.625000 Penalty: 7781.970703
	Iteration 8Q: 3 clusters Score -88174.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88174.625000 Penalty: 7781.970703
	Iteration 9F: 3 clusters Score -88174.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Entering Unmasked Estep 
Score: -9338893.000000 Penalty: 6642.990723
	Iteration 0F: 2 clusters Score -9338893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -9302196.000000 Penalty: 13285.981445
	Iteration 0F: 3 clusters Score -9302196 nChanged 22739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -9314344.000000 Penalty: 13285.981445
	Iteration 1F: 3 clusters Score -9314344 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -9315118.000000 Penalty: 13285.981445
	Iteration 2Q: 3 clusters Score -9315118 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -9315678.000000 Penalty: 13285.981445
	Iteration 3Q: 3 clusters Score -9315678 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9316234.000000 Penalty: 13285.981445
	Iteration 4Q: 3 clusters Score -9316234 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -9316610.000000 Penalty: 13285.981445
	Iteration 5Q: 3 clusters Score -9316610 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -9316970.000000 Penalty: 13285.981445
	Iteration 6Q: 3 clusters Score -9316970 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9317240.000000 Penalty: 13285.981445
	Iteration 7Q: 3 clusters Score -9317240 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -9317509.000000 Penalty: 13285.981445
	Iteration 8Q: 3 clusters Score -9317509 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9317724.000000 Penalty: 13285.981445
	Iteration 9Q: 3 clusters Score -9317724 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -9317957.000000 Penalty: 13285.981445
	Iteration 10Q: 3 clusters Score -9317957 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -9318248.000000 Penalty: 13285.981445
	Iteration 11Q: 3 clusters Score -9318248 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -9318617.000000 Penalty: 13285.981445
	Iteration 12Q: 3 clusters Score -9318617 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -9319012.000000 Penalty: 13285.981445
	Iteration 13Q: 3 clusters Score -9319012 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -9319530.000000 Penalty: 13285.981445
	Iteration 14Q: 3 clusters Score -9319530 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -9320282.000000 Penalty: 13285.981445
	Iteration 15Q: 3 clusters Score -9320282 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -9321240.000000 Penalty: 13285.981445
	Iteration 16Q: 3 clusters Score -9321240 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -9322493.000000 Penalty: 13285.981445
	Iteration 17Q: 3 clusters Score -9322493 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -9324004.000000 Penalty: 13285.981445
	Iteration 18Q: 3 clusters Score -9324004 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -9325728.000000 Penalty: 13285.981445
	Iteration 19Q: 3 clusters Score -9325728 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -9327397.000000 Penalty: 13285.981445
	Iteration 20F: 3 clusters Score -9327397 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -9328871.000000 Penalty: 13285.981445
	Iteration 21Q: 3 clusters Score -9328871 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -9329933.000000 Penalty: 13285.981445
	Iteration 22Q: 3 clusters Score -9329933 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -9330852.000000 Penalty: 13285.981445
	Iteration 23Q: 3 clusters Score -9330852 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -9331494.000000 Penalty: 13285.981445
	Iteration 24Q: 3 clusters Score -9331494 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9331972.000000 Penalty: 13285.981445
	Iteration 25Q: 3 clusters Score -9331972 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -9332288.000000 Penalty: 13285.981445
	Iteration 26Q: 3 clusters Score -9332288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -9332454.000000 Penalty: 13285.981445
	Iteration 27Q: 3 clusters Score -9332454 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -9332636.000000 Penalty: 13285.981445
	Iteration 28Q: 3 clusters Score -9332636 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -9332718.000000 Penalty: 13285.981445
	Iteration 29Q: 3 clusters Score -9332718 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -9332837.000000 Penalty: 13285.981445
	Iteration 30Q: 3 clusters Score -9332837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9332906.000000 Penalty: 13285.981445
	Iteration 31Q: 3 clusters Score -9332906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9332982.000000 Penalty: 13285.981445
	Iteration 32Q: 3 clusters Score -9332982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -9333009.000000 Penalty: 13285.981445
	Iteration 33Q: 3 clusters Score -9333009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9333038.000000 Penalty: 13285.981445
	Iteration 34Q: 3 clusters Score -9333038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9333059.000000 Penalty: 13285.981445
	Iteration 35Q: 3 clusters Score -9333059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9333090.000000 Penalty: 13285.981445
	Iteration 36Q: 3 clusters Score -9333090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9333084.000000 Penalty: 13285.981445
	Iteration 37Q: 3 clusters Score -9333084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9333119.000000 Penalty: 13285.981445
	Iteration 38Q: 3 clusters Score -9333119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9333123.000000 Penalty: 13285.981445
	Iteration 39Q: 3 clusters Score -9333123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9333130.000000 Penalty: 13285.981445
	Iteration 40F: 3 clusters Score -9333130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9333122.000000 Penalty: 13285.981445
	Iteration 41Q: 3 clusters Score -9333122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9333152.000000 Penalty: 13285.981445
	Iteration 42Q: 3 clusters Score -9333152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9333163.000000 Penalty: 13285.981445
	Iteration 43Q: 3 clusters Score -9333163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -9333169.000000 Penalty: 13285.981445
	Iteration 44Q: 3 clusters Score -9333169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9333179.000000 Penalty: 13285.981445
	Iteration 45Q: 3 clusters Score -9333179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9333178.000000 Penalty: 13285.981445
	Iteration 46Q: 3 clusters Score -9333178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -9333186.000000 Penalty: 13285.981445
	Iteration 47Q: 3 clusters Score -9333186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9333197.000000 Penalty: 13285.981445
	Iteration 48Q: 3 clusters Score -9333197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9333192.000000 Penalty: 13285.981445
	Iteration 49Q: 3 clusters Score -9333192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9333195.000000 Penalty: 13285.981445
	Iteration 50Q: 3 clusters Score -9333195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9333212.000000 Penalty: 13285.981445
	Iteration 51Q: 3 clusters Score -9333212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -9333214.000000 Penalty: 13285.981445
	Iteration 52Q: 3 clusters Score -9333214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -9333215.000000 Penalty: 13285.981445
	Iteration 53Q: 3 clusters Score -9333215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9333216.000000 Penalty: 13285.981445
	Iteration 54Q: 3 clusters Score -9333216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9333222.000000 Penalty: 13285.981445
	Iteration 55Q: 3 clusters Score -9333222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9333227.000000 Penalty: 13285.981445
	Iteration 56Q: 3 clusters Score -9333227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9333218.000000 Penalty: 13285.981445
	Iteration 57Q: 3 clusters Score -9333218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9333216.000000 Penalty: 13285.981445
	Iteration 58Q: 3 clusters Score -9333216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9333215.000000 Penalty: 13285.981445
	Iteration 59Q: 3 clusters Score -9333215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9333215.000000 Penalty: 13285.981445
	Iteration 60F: 3 clusters Score -9333215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Entering Unmasked Estep 
Score: -6478148.500000 Penalty: 6425.156250
	Iteration 0F: 2 clusters Score -6478148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6451418.500000 Penalty: 12850.312500
	Iteration 0F: 3 clusters Score -6451418 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -6459780.500000 Penalty: 12850.312500
	Iteration 1F: 3 clusters Score -6459780 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -6460788.000000 Penalty: 12850.312500
	Iteration 2F: 3 clusters Score -6460788 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -6461739.500000 Penalty: 12850.312500
	Iteration 3F: 3 clusters Score -6461740 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6462648.500000 Penalty: 12850.312500
	Iteration 4F: 3 clusters Score -6462648 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -6463775.000000 Penalty: 12850.312500
	Iteration 5F: 3 clusters Score -6463775 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -6465138.000000 Penalty: 12850.312500
	Iteration 6F: 3 clusters Score -6465138 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -6466672.000000 Penalty: 12850.312500
	Iteration 7F: 3 clusters Score -6466672 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -6468109.500000 Penalty: 12850.312500
	Iteration 8F: 3 clusters Score -6468110 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -6469216.000000 Penalty: 12850.312500
	Iteration 9F: 3 clusters Score -6469216 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -6469907.000000 Penalty: 12850.312500
	Iteration 10Q: 3 clusters Score -6469907 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -6470322.500000 Penalty: 12850.312500
	Iteration 11Q: 3 clusters Score -6470322 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -6470581.000000 Penalty: 12850.312500
	Iteration 12Q: 3 clusters Score -6470581 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -6470725.000000 Penalty: 12850.312500
	Iteration 13Q: 3 clusters Score -6470725 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -6470837.000000 Penalty: 12850.312500
	Iteration 14Q: 3 clusters Score -6470837 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6470895.500000 Penalty: 12850.312500
	Iteration 15Q: 3 clusters Score -6470896 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6470979.000000 Penalty: 12850.312500
	Iteration 16Q: 3 clusters Score -6470979 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -6471034.500000 Penalty: 12850.312500
	Iteration 17Q: 3 clusters Score -6471034 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -6471073.000000 Penalty: 12850.312500
	Iteration 18Q: 3 clusters Score -6471073 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -6471194.500000 Penalty: 12850.312500
	Iteration 19Q: 3 clusters Score -6471194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -6471254.000000 Penalty: 12850.312500
	Iteration 20F: 3 clusters Score -6471254 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -6471334.000000 Penalty: 12850.312500
	Iteration 21Q: 3 clusters Score -6471334 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -6471385.000000 Penalty: 12850.312500
	Iteration 22Q: 3 clusters Score -6471385 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -6471508.000000 Penalty: 12850.312500
	Iteration 23Q: 3 clusters Score -6471508 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -6471636.500000 Penalty: 12850.312500
	Iteration 24Q: 3 clusters Score -6471636 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -6471742.000000 Penalty: 12850.312500
	Iteration 25Q: 3 clusters Score -6471742 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -6471855.000000 Penalty: 12850.312500
	Iteration 26Q: 3 clusters Score -6471855 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6471961.000000 Penalty: 12850.312500
	Iteration 27Q: 3 clusters Score -6471961 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -6472057.000000 Penalty: 12850.312500
	Iteration 28Q: 3 clusters Score -6472057 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -6472197.000000 Penalty: 12850.312500
	Iteration 29Q: 3 clusters Score -6472197 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -6472300.500000 Penalty: 12850.312500
	Iteration 30Q: 3 clusters Score -6472300 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -6472363.000000 Penalty: 12850.312500
	Iteration 31Q: 3 clusters Score -6472363 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -6472411.500000 Penalty: 12850.312500
	Iteration 32Q: 3 clusters Score -6472412 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -6472471.500000 Penalty: 12850.312500
	Iteration 33Q: 3 clusters Score -6472472 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -6472518.500000 Penalty: 12850.312500
	Iteration 34Q: 3 clusters Score -6472518 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -6472556.500000 Penalty: 12850.312500
	Iteration 35Q: 3 clusters Score -6472556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -6472595.000000 Penalty: 12850.312500
	Iteration 36Q: 3 clusters Score -6472595 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -6472625.000000 Penalty: 12850.312500
	Iteration 37Q: 3 clusters Score -6472625 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -6472639.500000 Penalty: 12850.312500
	Iteration 38Q: 3 clusters Score -6472640 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6472641.000000 Penalty: 12850.312500
	Iteration 39Q: 3 clusters Score -6472641 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -6472648.000000 Penalty: 12850.312500
	Iteration 40F: 3 clusters Score -6472648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -6472654.000000 Penalty: 12850.312500
	Iteration 41Q: 3 clusters Score -6472654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -6472669.500000 Penalty: 12850.312500
	Iteration 42Q: 3 clusters Score -6472670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -6472681.500000 Penalty: 12850.312500
	Iteration 43Q: 3 clusters Score -6472682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -6472666.500000 Penalty: 12850.312500
	Iteration 44Q: 3 clusters Score -6472666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -6472666.500000 Penalty: 12850.312500
	Iteration 45Q: 3 clusters Score -6472666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -6472678.000000 Penalty: 12850.312500
	Iteration 46Q: 3 clusters Score -6472678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -6472693.000000 Penalty: 12850.312500
	Iteration 47Q: 3 clusters Score -6472693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -6472715.500000 Penalty: 12850.312500
	Iteration 48Q: 3 clusters Score -6472716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -6472710.500000 Penalty: 12850.312500
	Iteration 49Q: 3 clusters Score -6472710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -6472699.000000 Penalty: 12850.312500
	Iteration 50Q: 3 clusters Score -6472699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6472705.500000 Penalty: 12850.312500
	Iteration 51Q: 3 clusters Score -6472706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6472708.500000 Penalty: 12850.312500
	Iteration 52Q: 3 clusters Score -6472708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -6472709.000000 Penalty: 12850.312500
	Iteration 53Q: 3 clusters Score -6472709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -6472714.500000 Penalty: 12850.312500
	Iteration 54Q: 3 clusters Score -6472714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6472720.500000 Penalty: 12850.312500
	Iteration 55Q: 3 clusters Score -6472720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6472733.500000 Penalty: 12850.312500
	Iteration 56Q: 3 clusters Score -6472734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -6472731.000000 Penalty: 12850.312500
	Iteration 57Q: 3 clusters Score -6472731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -6472744.500000 Penalty: 12850.312500
	Iteration 58Q: 3 clusters Score -6472744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -6472749.000000 Penalty: 12850.312500
	Iteration 59Q: 3 clusters Score -6472749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -6472745.000000 Penalty: 12850.312500
	Iteration 60F: 3 clusters Score -6472745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -6472752.500000 Penalty: 12850.312500
	Iteration 61Q: 3 clusters Score -6472752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -6472738.500000 Penalty: 12850.312500
	Iteration 62Q: 3 clusters Score -6472738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6472749.500000 Penalty: 12850.312500
	Iteration 63Q: 3 clusters Score -6472750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -6472737.500000 Penalty: 12850.312500
	Iteration 64Q: 3 clusters Score -6472738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -6472734.500000 Penalty: 12850.312500
	Iteration 65Q: 3 clusters Score -6472734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -6472739.000000 Penalty: 12850.312500
	Iteration 66Q: 3 clusters Score -6472739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -6472735.000000 Penalty: 12850.312500
	Iteration 67Q: 3 clusters Score -6472735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -6472741.500000 Penalty: 12850.312500
	Iteration 68Q: 3 clusters Score -6472742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -6472743.000000 Penalty: 12850.312500
	Iteration 69Q: 3 clusters Score -6472743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -6472743.000000 Penalty: 12850.312500
	Iteration 70Q: 3 clusters Score -6472743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -6472732.000000 Penalty: 12850.312500
	Iteration 71Q: 3 clusters Score -6472732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -6472738.000000 Penalty: 12850.312500
	Iteration 72Q: 3 clusters Score -6472738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -6472740.000000 Penalty: 12850.312500
	Iteration 73Q: 3 clusters Score -6472740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -6472737.000000 Penalty: 12850.312500
	Iteration 74Q: 3 clusters Score -6472737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -6472730.500000 Penalty: 12850.312500
	Iteration 75Q: 3 clusters Score -6472730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6472731.500000 Penalty: 12850.312500
	Iteration 76Q: 3 clusters Score -6472732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -6472735.000000 Penalty: 12850.312500
	Iteration 77Q: 3 clusters Score -6472735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6472733.000000 Penalty: 12850.312500
	Iteration 78Q: 3 clusters Score -6472733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6472733.000000 Penalty: 12850.312500
	Iteration 79F: 3 clusters Score -6472733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -111574.625000 Penalty: 4002.835205
	Iteration 0F: 2 clusters Score -111574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107901.710938 Penalty: 8005.670410
	Iteration 0F: 3 clusters Score -107901.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108120.476562 Penalty: 8005.670410
	Iteration 1F: 3 clusters Score -108120.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108191.914062 Penalty: 8005.670410
	Iteration 2Q: 3 clusters Score -108191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108208.671875 Penalty: 8005.670410
	Iteration 3Q: 3 clusters Score -108208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108227.492188 Penalty: 8005.670410
	Iteration 4Q: 3 clusters Score -108227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108234.125000 Penalty: 8005.670410
	Iteration 5Q: 3 clusters Score -108234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108234.125000 Penalty: 8005.670410
	Iteration 6F: 3 clusters Score -108234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Entering Unmasked Estep 
Score: -5983337.500000 Penalty: 6365.873535
	Iteration 0F: 2 clusters Score -5983338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5958795.500000 Penalty: 12731.747070
	Iteration 0F: 3 clusters Score -5958796 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5966150.000000 Penalty: 12731.747070
	Iteration 1F: 3 clusters Score -5966150 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5966848.000000 Penalty: 12731.747070
	Iteration 2F: 3 clusters Score -5966848 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5967416.500000 Penalty: 12731.747070
	Iteration 3Q: 3 clusters Score -5967416 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -5967871.000000 Penalty: 12731.747070
	Iteration 4Q: 3 clusters Score -5967871 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5968181.500000 Penalty: 12731.747070
	Iteration 5Q: 3 clusters Score -5968182 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5968435.500000 Penalty: 12731.747070
	Iteration 6Q: 3 clusters Score -5968436 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -5968649.000000 Penalty: 12731.747070
	Iteration 7Q: 3 clusters Score -5968649 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -5968874.000000 Penalty: 12731.747070
	Iteration 8Q: 3 clusters Score -5968874 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5969146.500000 Penalty: 12731.747070
	Iteration 9Q: 3 clusters Score -5969146 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -5969362.500000 Penalty: 12731.747070
	Iteration 10Q: 3 clusters Score -5969362 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5969635.000000 Penalty: 12731.747070
	Iteration 11Q: 3 clusters Score -5969635 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5969904.000000 Penalty: 12731.747070
	Iteration 12Q: 3 clusters Score -5969904 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5970341.500000 Penalty: 12731.747070
	Iteration 13Q: 3 clusters Score -5970342 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5970777.500000 Penalty: 12731.747070
	Iteration 14Q: 3 clusters Score -5970778 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5971322.500000 Penalty: 12731.747070
	Iteration 15Q: 3 clusters Score -5971322 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5971990.500000 Penalty: 12731.747070
	Iteration 16Q: 3 clusters Score -5971990 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5972659.500000 Penalty: 12731.747070
	Iteration 17Q: 3 clusters Score -5972660 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -5973407.000000 Penalty: 12731.747070
	Iteration 18Q: 3 clusters Score -5973407 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -5974299.500000 Penalty: 12731.747070
	Iteration 19Q: 3 clusters Score -5974300 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5975087.000000 Penalty: 12731.747070
	Iteration 20F: 3 clusters Score -5975087 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -5975679.500000 Penalty: 12731.747070
	Iteration 21Q: 3 clusters Score -5975680 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -5976106.000000 Penalty: 12731.747070
	Iteration 22Q: 3 clusters Score -5976106 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5976336.500000 Penalty: 12731.747070
	Iteration 23Q: 3 clusters Score -5976336 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5976486.500000 Penalty: 12731.747070
	Iteration 24Q: 3 clusters Score -5976486 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5976561.000000 Penalty: 12731.747070
	Iteration 25Q: 3 clusters Score -5976561 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -5976692.500000 Penalty: 12731.747070
	Iteration 26Q: 3 clusters Score -5976692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5976759.000000 Penalty: 12731.747070
	Iteration 27Q: 3 clusters Score -5976759 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5976801.000000 Penalty: 12731.747070
	Iteration 28Q: 3 clusters Score -5976801 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5976863.000000 Penalty: 12731.747070
	Iteration 29Q: 3 clusters Score -5976863 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -5976912.000000 Penalty: 12731.747070
	Iteration 30Q: 3 clusters Score -5976912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -5976947.500000 Penalty: 12731.747070
	Iteration 31Q: 3 clusters Score -5976948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5977014.500000 Penalty: 12731.747070
	Iteration 32Q: 3 clusters Score -5977014 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -5977060.500000 Penalty: 12731.747070
	Iteration 33Q: 3 clusters Score -5977060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -5977102.000000 Penalty: 12731.747070
	Iteration 34Q: 3 clusters Score -5977102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5977136.000000 Penalty: 12731.747070
	Iteration 35Q: 3 clusters Score -5977136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5977145.500000 Penalty: 12731.747070
	Iteration 36Q: 3 clusters Score -5977146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5977168.500000 Penalty: 12731.747070
	Iteration 37Q: 3 clusters Score -5977168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -5977199.500000 Penalty: 12731.747070
	Iteration 38Q: 3 clusters Score -5977200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5977229.000000 Penalty: 12731.747070
	Iteration 39Q: 3 clusters Score -5977229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5977256.500000 Penalty: 12731.747070
	Iteration 40F: 3 clusters Score -5977256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5977267.500000 Penalty: 12731.747070
	Iteration 41Q: 3 clusters Score -5977268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5977319.500000 Penalty: 12731.747070
	Iteration 42Q: 3 clusters Score -5977320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5977321.500000 Penalty: 12731.747070
	Iteration 43Q: 3 clusters Score -5977322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5977328.500000 Penalty: 12731.747070
	Iteration 44Q: 3 clusters Score -5977328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5977351.500000 Penalty: 12731.747070
	Iteration 45Q: 3 clusters Score -5977352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5977379.000000 Penalty: 12731.747070
	Iteration 46Q: 3 clusters Score -5977379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5977408.000000 Penalty: 12731.747070
	Iteration 47Q: 3 clusters Score -5977408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5977419.000000 Penalty: 12731.747070
	Iteration 48Q: 3 clusters Score -5977419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5977434.500000 Penalty: 12731.747070
	Iteration 49Q: 3 clusters Score -5977434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5977452.500000 Penalty: 12731.747070
	Iteration 50Q: 3 clusters Score -5977452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5977483.500000 Penalty: 12731.747070
	Iteration 51Q: 3 clusters Score -5977484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5977507.000000 Penalty: 12731.747070
	Iteration 52Q: 3 clusters Score -5977507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5977522.000000 Penalty: 12731.747070
	Iteration 53Q: 3 clusters Score -5977522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5977528.000000 Penalty: 12731.747070
	Iteration 54Q: 3 clusters Score -5977528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5977546.500000 Penalty: 12731.747070
	Iteration 55Q: 3 clusters Score -5977546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5977567.500000 Penalty: 12731.747070
	Iteration 56Q: 3 clusters Score -5977568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5977585.500000 Penalty: 12731.747070
	Iteration 57Q: 3 clusters Score -5977586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5977593.000000 Penalty: 12731.747070
	Iteration 58Q: 3 clusters Score -5977593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5977612.000000 Penalty: 12731.747070
	Iteration 59Q: 3 clusters Score -5977612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5977623.000000 Penalty: 12731.747070
	Iteration 60F: 3 clusters Score -5977623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5977638.500000 Penalty: 12731.747070
	Iteration 61Q: 3 clusters Score -5977638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5977649.500000 Penalty: 12731.747070
	Iteration 62Q: 3 clusters Score -5977650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5977651.000000 Penalty: 12731.747070
	Iteration 63Q: 3 clusters Score -5977651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5977660.000000 Penalty: 12731.747070
	Iteration 64Q: 3 clusters Score -5977660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5977680.500000 Penalty: 12731.747070
	Iteration 65Q: 3 clusters Score -5977680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5977680.000000 Penalty: 12731.747070
	Iteration 66Q: 3 clusters Score -5977680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5977690.000000 Penalty: 12731.747070
	Iteration 67Q: 3 clusters Score -5977690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5977697.000000 Penalty: 12731.747070
	Iteration 68Q: 3 clusters Score -5977697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5977704.000000 Penalty: 12731.747070
	Iteration 69Q: 3 clusters Score -5977704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5977715.000000 Penalty: 12731.747070
	Iteration 70Q: 3 clusters Score -5977715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5977721.000000 Penalty: 12731.747070
	Iteration 71Q: 3 clusters Score -5977721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5977717.500000 Penalty: 12731.747070
	Iteration 72Q: 3 clusters Score -5977718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5977735.000000 Penalty: 12731.747070
	Iteration 73Q: 3 clusters Score -5977735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5977744.000000 Penalty: 12731.747070
	Iteration 74Q: 3 clusters Score -5977744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5977757.500000 Penalty: 12731.747070
	Iteration 75Q: 3 clusters Score -5977758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5977758.000000 Penalty: 12731.747070
	Iteration 76Q: 3 clusters Score -5977758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5977763.000000 Penalty: 12731.747070
	Iteration 77Q: 3 clusters Score -5977763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5977766.500000 Penalty: 12731.747070
	Iteration 78Q: 3 clusters Score -5977766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5977783.000000 Penalty: 12731.747070
	Iteration 79Q: 3 clusters Score -5977783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5977786.500000 Penalty: 12731.747070
	Iteration 80F: 3 clusters Score -5977786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5977797.500000 Penalty: 12731.747070
	Iteration 81Q: 3 clusters Score -5977798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5977826.000000 Penalty: 12731.747070
	Iteration 82Q: 3 clusters Score -5977826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5977830.500000 Penalty: 12731.747070
	Iteration 83Q: 3 clusters Score -5977830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5977808.500000 Penalty: 12731.747070
	Iteration 84Q: 3 clusters Score -5977808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5977816.500000 Penalty: 12731.747070
	Iteration 85Q: 3 clusters Score -5977816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5977817.500000 Penalty: 12731.747070
	Iteration 86Q: 3 clusters Score -5977818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5977818.000000 Penalty: 12731.747070
	Iteration 87Q: 3 clusters Score -5977818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5977832.500000 Penalty: 12731.747070
	Iteration 88Q: 3 clusters Score -5977832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5977828.000000 Penalty: 12731.747070
	Iteration 89Q: 3 clusters Score -5977828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5977825.000000 Penalty: 12731.747070
	Iteration 90Q: 3 clusters Score -5977825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5977837.500000 Penalty: 12731.747070
	Iteration 91Q: 3 clusters Score -5977838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5977838.000000 Penalty: 12731.747070
	Iteration 92Q: 3 clusters Score -5977838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5977847.500000 Penalty: 12731.747070
	Iteration 93Q: 3 clusters Score -5977848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5977845.500000 Penalty: 12731.747070
	Iteration 94Q: 3 clusters Score -5977846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5977845.000000 Penalty: 12731.747070
	Iteration 95Q: 3 clusters Score -5977845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5977840.000000 Penalty: 12731.747070
	Iteration 96Q: 3 clusters Score -5977840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5977840.000000 Penalty: 12731.747070
	Iteration 97F: 3 clusters Score -5977840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -790725.937500 Penalty: 5169.029297
	Iteration 0F: 2 clusters Score -790725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -783967.937500 Penalty: 10338.058594
	Iteration 0F: 3 clusters Score -783967.9 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -785114.500000 Penalty: 10338.058594
	Iteration 1F: 3 clusters Score -785114.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -785514.500000 Penalty: 10338.058594
	Iteration 2F: 3 clusters Score -785514.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -785805.625000 Penalty: 10338.058594
	Iteration 3Q: 3 clusters Score -785805.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -786070.500000 Penalty: 10338.058594
	Iteration 4Q: 3 clusters Score -786070.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -786327.187500 Penalty: 10338.058594
	Iteration 5Q: 3 clusters Score -786327.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -786596.062500 Penalty: 10338.058594
	Iteration 6Q: 3 clusters Score -786596.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -786813.375000 Penalty: 10338.058594
	Iteration 7Q: 3 clusters Score -786813.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -787037.812500 Penalty: 10338.058594
	Iteration 8Q: 3 clusters Score -787037.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -787216.812500 Penalty: 10338.058594
	Iteration 9Q: 3 clusters Score -787216.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -787349.875000 Penalty: 10338.058594
	Iteration 10Q: 3 clusters Score -787349.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -787466.500000 Penalty: 10338.058594
	Iteration 11Q: 3 clusters Score -787466.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -787564.312500 Penalty: 10338.058594
	Iteration 12Q: 3 clusters Score -787564.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -787617.000000 Penalty: 10338.058594
	Iteration 13Q: 3 clusters Score -787617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -787655.000000 Penalty: 10338.058594
	Iteration 14Q: 3 clusters Score -787655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -787684.437500 Penalty: 10338.058594
	Iteration 15Q: 3 clusters Score -787684.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -787708.187500 Penalty: 10338.058594
	Iteration 16Q: 3 clusters Score -787708.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -787721.687500 Penalty: 10338.058594
	Iteration 17Q: 3 clusters Score -787721.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -787733.937500 Penalty: 10338.058594
	Iteration 18Q: 3 clusters Score -787733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -787745.937500 Penalty: 10338.058594
	Iteration 19Q: 3 clusters Score -787745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -787755.312500 Penalty: 10338.058594
	Iteration 20F: 3 clusters Score -787755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -787762.437500 Penalty: 10338.058594
	Iteration 21Q: 3 clusters Score -787762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -787769.750000 Penalty: 10338.058594
	Iteration 22Q: 3 clusters Score -787769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -787773.125000 Penalty: 10338.058594
	Iteration 23Q: 3 clusters Score -787773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -787773.000000 Penalty: 10338.058594
	Iteration 24Q: 3 clusters Score -787773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -787776.062500 Penalty: 10338.058594
	Iteration 25Q: 3 clusters Score -787776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -787778.437500 Penalty: 10338.058594
	Iteration 26Q: 3 clusters Score -787778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -787779.000000 Penalty: 10338.058594
	Iteration 27Q: 3 clusters Score -787779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -787780.562500 Penalty: 10338.058594
	Iteration 28Q: 3 clusters Score -787780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -787782.125000 Penalty: 10338.058594
	Iteration 29Q: 3 clusters Score -787782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -787784.125000 Penalty: 10338.058594
	Iteration 30Q: 3 clusters Score -787784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -787783.625000 Penalty: 10338.058594
	Iteration 31Q: 3 clusters Score -787783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -787784.125000 Penalty: 10338.058594
	Iteration 32Q: 3 clusters Score -787784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -787784.125000 Penalty: 10338.058594
	Iteration 33F: 3 clusters Score -787784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32744 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77027 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9495 members 
Mstep: Class 14 contains 61925 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32639 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875360.000000 Penalty: 241171.093750
Iteration 159Q: 29 clusters Score -2.268754e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32744 members 
Mstep: Class 4 contains 11058 members 
Mstep: Class 5 contains 490449 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77025 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32640 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875408.000000 Penalty: 241171.093750
Iteration 160F: 29 clusters Score -2.268754e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 11057 members 
Mstep: Class 5 contains 490448 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77024 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 62435 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32642 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875328.000000 Penalty: 241171.093750
Iteration 161Q: 29 clusters Score -2.268753e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 11056 members 
Mstep: Class 5 contains 490447 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77023 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62436 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32645 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875296.000000 Penalty: 241171.093750
Iteration 162Q: 29 clusters Score -2.268753e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 11054 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82518 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77022 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62436 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8037 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32646 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875168.000000 Penalty: 241171.093750
Iteration 163Q: 29 clusters Score -2.268752e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490448 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82517 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38026 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32647 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875120.000000 Penalty: 241171.093750
Iteration 164Q: 29 clusters Score -2.268751e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490446 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32649 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875200.000000 Penalty: 241171.093750
Iteration 165Q: 29 clusters Score -2.268752e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490445 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32650 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875184.000000 Penalty: 241171.093750
Iteration 166Q: 29 clusters Score -2.268752e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490443 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32652 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875216.000000 Penalty: 241171.093750
Iteration 167Q: 29 clusters Score -2.268752e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490441 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51313 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875232.000000 Penalty: 241171.093750
Iteration 168Q: 29 clusters Score -2.268752e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490440 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875232.000000 Penalty: 241171.093750
Iteration 169Q: 29 clusters Score -2.268752e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490440 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226875232.000000 Penalty: 241171.093750
Iteration 170F: 29 clusters Score -2.268752e+08 nChanged 0
Entering ConstructFrom: 
Score: -226875232.000000 Penalty: 241171.093750
Entering ConstructFrom: 
Trying to split cluster 1 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -2432212.750000 Penalty: 5860.451660
	Iteration 0F: 2 clusters Score -2432213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2419296.000000 Penalty: 11720.903320
	Iteration 0F: 3 clusters Score -2419296 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2422477.000000 Penalty: 11720.903320
	Iteration 1F: 3 clusters Score -2422477 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2423309.750000 Penalty: 11720.903320
	Iteration 2F: 3 clusters Score -2423310 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2424634.500000 Penalty: 11720.903320
	Iteration 3F: 3 clusters Score -2424634 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2426295.750000 Penalty: 11720.903320
	Iteration 4F: 3 clusters Score -2426296 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2427393.500000 Penalty: 11720.903320
	Iteration 5F: 3 clusters Score -2427394 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2428186.250000 Penalty: 11720.903320
	Iteration 6F: 3 clusters Score -2428186 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2428806.250000 Penalty: 11720.903320
	Iteration 7F: 3 clusters Score -2428806 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2429298.750000 Penalty: 11720.903320
	Iteration 8Q: 3 clusters Score -2429299 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2429685.500000 Penalty: 11720.903320
	Iteration 9Q: 3 clusters Score -2429686 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2429999.250000 Penalty: 11720.903320
	Iteration 10Q: 3 clusters Score -2429999 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2430230.750000 Penalty: 11720.903320
	Iteration 11Q: 3 clusters Score -2430231 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2430394.000000 Penalty: 11720.903320
	Iteration 12Q: 3 clusters Score -2430394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2430500.500000 Penalty: 11720.903320
	Iteration 13Q: 3 clusters Score -2430500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2430580.750000 Penalty: 11720.903320
	Iteration 14Q: 3 clusters Score -2430581 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2430650.500000 Penalty: 11720.903320
	Iteration 15Q: 3 clusters Score -2430650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2430708.500000 Penalty: 11720.903320
	Iteration 16Q: 3 clusters Score -2430708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2430744.500000 Penalty: 11720.903320
	Iteration 17Q: 3 clusters Score -2430744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2430790.750000 Penalty: 11720.903320
	Iteration 18Q: 3 clusters Score -2430791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2430841.500000 Penalty: 11720.903320
	Iteration 19Q: 3 clusters Score -2430842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2430879.250000 Penalty: 11720.903320
	Iteration 20F: 3 clusters Score -2430879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2430917.250000 Penalty: 11720.903320
	Iteration 21Q: 3 clusters Score -2430917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2430940.500000 Penalty: 11720.903320
	Iteration 22Q: 3 clusters Score -2430940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2430954.750000 Penalty: 11720.903320
	Iteration 23Q: 3 clusters Score -2430955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2430983.000000 Penalty: 11720.903320
	Iteration 24Q: 3 clusters Score -2430983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2431003.000000 Penalty: 11720.903320
	Iteration 25Q: 3 clusters Score -2431003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2431024.750000 Penalty: 11720.903320
	Iteration 26Q: 3 clusters Score -2431025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2431048.000000 Penalty: 11720.903320
	Iteration 27Q: 3 clusters Score -2431048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2431071.000000 Penalty: 11720.903320
	Iteration 28Q: 3 clusters Score -2431071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2431082.750000 Penalty: 11720.903320
	Iteration 29Q: 3 clusters Score -2431083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2431102.750000 Penalty: 11720.903320
	Iteration 30Q: 3 clusters Score -2431103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2431132.250000 Penalty: 11720.903320
	Iteration 31Q: 3 clusters Score -2431132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2431160.000000 Penalty: 11720.903320
	Iteration 32Q: 3 clusters Score -2431160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2431210.250000 Penalty: 11720.903320
	Iteration 33Q: 3 clusters Score -2431210 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2431278.250000 Penalty: 11720.903320
	Iteration 34Q: 3 clusters Score -2431278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2431346.500000 Penalty: 11720.903320
	Iteration 35Q: 3 clusters Score -2431346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2431427.000000 Penalty: 11720.903320
	Iteration 36Q: 3 clusters Score -2431427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2431506.500000 Penalty: 11720.903320
	Iteration 37Q: 3 clusters Score -2431506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2431591.750000 Penalty: 11720.903320
	Iteration 38Q: 3 clusters Score -2431592 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2431665.500000 Penalty: 11720.903320
	Iteration 39Q: 3 clusters Score -2431666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2431738.000000 Penalty: 11720.903320
	Iteration 40F: 3 clusters Score -2431738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2431808.000000 Penalty: 11720.903320
	Iteration 41Q: 3 clusters Score -2431808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2431857.000000 Penalty: 11720.903320
	Iteration 42Q: 3 clusters Score -2431857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2431933.750000 Penalty: 11720.903320
	Iteration 43Q: 3 clusters Score -2431934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2431988.750000 Penalty: 11720.903320
	Iteration 44Q: 3 clusters Score -2431989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2432056.000000 Penalty: 11720.903320
	Iteration 45Q: 3 clusters Score -2432056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2432108.000000 Penalty: 11720.903320
	Iteration 46Q: 3 clusters Score -2432108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2432154.000000 Penalty: 11720.903320
	Iteration 47Q: 3 clusters Score -2432154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2432195.750000 Penalty: 11720.903320
	Iteration 48Q: 3 clusters Score -2432196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2432242.000000 Penalty: 11720.903320
	Iteration 49Q: 3 clusters Score -2432242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2432292.500000 Penalty: 11720.903320
	Iteration 50Q: 3 clusters Score -2432292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2432342.750000 Penalty: 11720.903320
	Iteration 51Q: 3 clusters Score -2432343 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2432404.250000 Penalty: 11720.903320
	Iteration 52Q: 3 clusters Score -2432404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2432462.000000 Penalty: 11720.903320
	Iteration 53Q: 3 clusters Score -2432462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2432525.250000 Penalty: 11720.903320
	Iteration 54Q: 3 clusters Score -2432525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2432587.500000 Penalty: 11720.903320
	Iteration 55Q: 3 clusters Score -2432588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2432634.500000 Penalty: 11720.903320
	Iteration 56Q: 3 clusters Score -2432634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2432681.000000 Penalty: 11720.903320
	Iteration 57Q: 3 clusters Score -2432681 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2432728.000000 Penalty: 11720.903320
	Iteration 58Q: 3 clusters Score -2432728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2432795.250000 Penalty: 11720.903320
	Iteration 59Q: 3 clusters Score -2432795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2432882.000000 Penalty: 11720.903320
	Iteration 60F: 3 clusters Score -2432882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2432988.250000 Penalty: 11720.903320
	Iteration 61Q: 3 clusters Score -2432988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2433079.250000 Penalty: 11720.903320
	Iteration 62Q: 3 clusters Score -2433079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2433234.250000 Penalty: 11720.903320
	Iteration 63Q: 3 clusters Score -2433234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2433406.250000 Penalty: 11720.903320
	Iteration 64Q: 3 clusters Score -2433406 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2433581.250000 Penalty: 11720.903320
	Iteration 65Q: 3 clusters Score -2433581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2433716.500000 Penalty: 11720.903320
	Iteration 66Q: 3 clusters Score -2433716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2433855.750000 Penalty: 11720.903320
	Iteration 67Q: 3 clusters Score -2433856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2433934.250000 Penalty: 11720.903320
	Iteration 68Q: 3 clusters Score -2433934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2433990.250000 Penalty: 11720.903320
	Iteration 69Q: 3 clusters Score -2433990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2434070.500000 Penalty: 11720.903320
	Iteration 70Q: 3 clusters Score -2434070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2434160.750000 Penalty: 11720.903320
	Iteration 71Q: 3 clusters Score -2434161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2434288.250000 Penalty: 11720.903320
	Iteration 72Q: 3 clusters Score -2434288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2434487.250000 Penalty: 11720.903320
	Iteration 73Q: 3 clusters Score -2434487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2434889.250000 Penalty: 11720.903320
	Iteration 74Q: 3 clusters Score -2434889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2435092.500000 Penalty: 11720.903320
	Iteration 75Q: 3 clusters Score -2435092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2435105.750000 Penalty: 11720.903320
	Iteration 76Q: 3 clusters Score -2435106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2435112.000000 Penalty: 11720.903320
	Iteration 77Q: 3 clusters Score -2435112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2435112.000000 Penalty: 11720.903320
	Iteration 78F: 3 clusters Score -2435112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490440 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 13015 members 
Entering Unmasked Estep 
Score: -226873312.000000 Penalty: 249784.343750
Splitting cluster 1 changes total score from -226875232.000000 to -226873312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -221633.359375 Penalty: 4447.500488
	Iteration 0F: 2 clusters Score -221633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -217248.125000 Penalty: 8895.000977
	Iteration 0F: 3 clusters Score -217248.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218459.031250 Penalty: 8895.000977
	Iteration 1F: 3 clusters Score -218459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -219824.890625 Penalty: 8895.000977
	Iteration 2F: 3 clusters Score -219824.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -221208.156250 Penalty: 8895.000977
	Iteration 3F: 3 clusters Score -221208.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -222372.468750 Penalty: 8895.000977
	Iteration 4F: 3 clusters Score -222372.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -222925.296875 Penalty: 8895.000977
	Iteration 5Q: 3 clusters Score -222925.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -223097.796875 Penalty: 8895.000977
	Iteration 6Q: 3 clusters Score -223097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -223114.671875 Penalty: 8895.000977
	Iteration 7Q: 3 clusters Score -223114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -223118.343750 Penalty: 8895.000977
	Iteration 8Q: 3 clusters Score -223118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223124.203125 Penalty: 8895.000977
	Iteration 9Q: 3 clusters Score -223124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223163.531250 Penalty: 8895.000977
	Iteration 10F: 3 clusters Score -223163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -223246.437500 Penalty: 8895.000977
	Iteration 11Q: 3 clusters Score -223246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -223264.390625 Penalty: 8895.000977
	Iteration 12Q: 3 clusters Score -223264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223272.156250 Penalty: 8895.000977
	Iteration 13Q: 3 clusters Score -223272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -223295.218750 Penalty: 8895.000977
	Iteration 14Q: 3 clusters Score -223295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223310.375000 Penalty: 8895.000977
	Iteration 15Q: 3 clusters Score -223310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223310.375000 Penalty: 8895.000977
	Iteration 16F: 3 clusters Score -223310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 250 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490440 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 1174 members 
Entering Unmasked Estep 
Score: -226871616.000000 Penalty: 249784.343750
Splitting cluster 2 changes total score from -226875232.000000 to -226871616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (32746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Entering Unmasked Estep 
Score: -5571848.500000 Penalty: 6367.878418
	Iteration 0F: 2 clusters Score -5571848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5547187.000000 Penalty: 12735.756836
	Iteration 0F: 3 clusters Score -5547187 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5554654.000000 Penalty: 12735.756836
	Iteration 1F: 3 clusters Score -5554654 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5555544.000000 Penalty: 12735.756836
	Iteration 2F: 3 clusters Score -5555544 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5556243.000000 Penalty: 12735.756836
	Iteration 3F: 3 clusters Score -5556243 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5556794.000000 Penalty: 12735.756836
	Iteration 4Q: 3 clusters Score -5556794 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -5557299.500000 Penalty: 12735.756836
	Iteration 5Q: 3 clusters Score -5557300 nChanged 1162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5557776 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5558253 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5558713.500000 Penalty: 12735.756836
	Iteration 8Q: 3 clusters Score -5558714 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5559246 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5559780 nChanged 1219
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Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5560492 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5561200 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5561786 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5562398 nChanged 1104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5562994 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5563599 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5564187 nChanged 891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5564678 nChanged 740
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5565104 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5565476 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5565753 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5566000 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5566198 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5566382 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5566471 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5566574 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5566698 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5566766 nChanged 182
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Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5566834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5566872 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5566934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5566960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5567001.000000 Penalty: 12735.756836
	Iteration 33Q: 3 clusters Score -5567001 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5567040 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5567066 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5567070 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5567098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5567113.500000 Penalty: 12735.756836
	Iteration 38Q: 3 clusters Score -5567114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5567121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5567131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5567158 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5567160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5567161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5567184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5567180.000000 Penalty: 12735.756836
	Iteration 45Q: 3 clusters Score -5567180 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5567190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5567191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5567211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5567221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5567233.000000 Penalty: 12735.756836
	Iteration 50Q: 3 clusters Score -5567233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -5567232.500000 Penalty: 12735.756836
	Iteration 51Q: 3 clusters Score -5567232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5567256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -5567262.500000 Penalty: 12735.756836
	Iteration 53Q: 3 clusters Score -5567262 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5567266.500000 Penalty: 12735.756836
	Iteration 54Q: 3 clusters Score -5567266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5567266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5567265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5567272.500000 Penalty: 12735.756836
	Iteration 57Q: 3 clusters Score -5567272 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5567274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5567281.000000 Penalty: 12735.756836
	Iteration 59Q: 3 clusters Score -5567281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -5567285.500000 Penalty: 12735.756836
	Iteration 60F: 3 clusters Score -5567286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5567293.000000 Penalty: 12735.756836
	Iteration 61Q: 3 clusters Score -5567293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5567299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5567298 nChanged 16
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5567305.500000 Penalty: 12735.756836
	Iteration 64Q: 3 clusters Score -5567306 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5567301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5567317.000000 Penalty: 12735.756836
	Iteration 66Q: 3 clusters Score -5567317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -5567320.500000 Penalty: 12735.756836
	Iteration 67Q: 3 clusters Score -5567320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5567331.500000 Penalty: 12735.756836
	Iteration 68Q: 3 clusters Score -5567332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5567321.000000 Penalty: 12735.756836
	Iteration 69Q: 3 clusters Score -5567321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5567322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -5567314.500000 Penalty: 12735.756836
	Iteration 71Q: 3 clusters Score -5567314 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -5567319.000000 Penalty: 12735.756836
	Iteration 72Q: 3 clusters Score -5567319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5567324.500000 Penalty: 12735.756836
	Iteration 73Q: 3 clusters Score -5567324 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5567318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5567312.000000 Penalty: 12735.756836
	Iteration 75Q: 3 clusters Score -5567312 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5567318 nChanged 24
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Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5567321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5567328 nChanged 19
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Mstep: Class 1 contains 5214 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5567328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5567338.500000 Penalty: 12735.756836
	Iteration 80F: 3 clusters Score -5567338 nChanged 18
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Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5567346 nChanged 16
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Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5567348 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5567349 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5567354 nChanged 13
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Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 27622 members 
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	Iteration 85Q: 3 clusters Score -5567348 nChanged 15
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Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 27635 members 
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	Iteration 86Q: 3 clusters Score -5567349 nChanged 21
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Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5567360 nChanged 22
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Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5567357 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5567374 nChanged 28
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Mstep: Class 1 contains 5031 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5567366 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5567375 nChanged 20
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Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5567385 nChanged 15
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Mstep: Class 1 contains 4973 members 
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	Iteration 93Q: 3 clusters Score -5567387 nChanged 9
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Mstep: Class 1 contains 4964 members 
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Entering Unmasked Estep 
Score: -5567384.000000 Penalty: 12735.756836
	Iteration 94Q: 3 clusters Score -5567384 nChanged 11
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Mstep: Class 1 contains 4953 members 
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Entering Unmasked Estep 
Score: -5567398.500000 Penalty: 12735.756836
	Iteration 95Q: 3 clusters Score -5567398 nChanged 7
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Mstep: Class 1 contains 4946 members 
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	Iteration 96Q: 3 clusters Score -5567394 nChanged 2
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Mstep: Class 1 contains 4944 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5567394 nChanged 3
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Mstep: Class 1 contains 4941 members 
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Entering Unmasked Estep 
Score: -5567395.500000 Penalty: 12735.756836
	Iteration 98Q: 3 clusters Score -5567396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5567396.000000 Penalty: 12735.756836
	Iteration 99Q: 3 clusters Score -5567396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5567390.000000 Penalty: 12735.756836
	Iteration 100F: 3 clusters Score -5567390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -5567392.000000 Penalty: 12735.756836
	Iteration 101Q: 3 clusters Score -5567392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5567388.000000 Penalty: 12735.756836
	Iteration 102Q: 3 clusters Score -5567388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5567395.000000 Penalty: 12735.756836
	Iteration 103Q: 3 clusters Score -5567395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -5567398.500000 Penalty: 12735.756836
	Iteration 104Q: 3 clusters Score -5567398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5567392.500000 Penalty: 12735.756836
	Iteration 105Q: 3 clusters Score -5567392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -5567390.000000 Penalty: 12735.756836
	Iteration 106Q: 3 clusters Score -5567390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5567392.500000 Penalty: 12735.756836
	Iteration 107Q: 3 clusters Score -5567392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5567394.500000 Penalty: 12735.756836
	Iteration 108Q: 3 clusters Score -5567394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5567394.500000 Penalty: 12735.756836
	Iteration 109F: 3 clusters Score -5567394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -1938805.875000 Penalty: 5702.766113
	Iteration 0F: 2 clusters Score -1938806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1927903.250000 Penalty: 11405.532227
	Iteration 0F: 3 clusters Score -1927903 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1930361.875000 Penalty: 11405.532227
	Iteration 1F: 3 clusters Score -1930362 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1930957.625000 Penalty: 11405.532227
	Iteration 2F: 3 clusters Score -1930958 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1931446.750000 Penalty: 11405.532227
	Iteration 3F: 3 clusters Score -1931447 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1931960.625000 Penalty: 11405.532227
	Iteration 4F: 3 clusters Score -1931961 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1932510.125000 Penalty: 11405.532227
	Iteration 5F: 3 clusters Score -1932510 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1933136.750000 Penalty: 11405.532227
	Iteration 6F: 3 clusters Score -1933137 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1933916.500000 Penalty: 11405.532227
	Iteration 7F: 3 clusters Score -1933916 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1934746.000000 Penalty: 11405.532227
	Iteration 8F: 3 clusters Score -1934746 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1935463.750000 Penalty: 11405.532227
	Iteration 9F: 3 clusters Score -1935464 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1935978.500000 Penalty: 11405.532227
	Iteration 10Q: 3 clusters Score -1935978 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1936374.375000 Penalty: 11405.532227
	Iteration 11Q: 3 clusters Score -1936374 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1936754.875000 Penalty: 11405.532227
	Iteration 12Q: 3 clusters Score -1936755 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1937147.375000 Penalty: 11405.532227
	Iteration 13Q: 3 clusters Score -1937147 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1937430.125000 Penalty: 11405.532227
	Iteration 14Q: 3 clusters Score -1937430 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1937659.250000 Penalty: 11405.532227
	Iteration 15Q: 3 clusters Score -1937659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1937831.125000 Penalty: 11405.532227
	Iteration 16Q: 3 clusters Score -1937831 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1937916.000000 Penalty: 11405.532227
	Iteration 17Q: 3 clusters Score -1937916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1937940.500000 Penalty: 11405.532227
	Iteration 18Q: 3 clusters Score -1937940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1937961.250000 Penalty: 11405.532227
	Iteration 19Q: 3 clusters Score -1937961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1937973.875000 Penalty: 11405.532227
	Iteration 20F: 3 clusters Score -1937974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1937988.625000 Penalty: 11405.532227
	Iteration 21Q: 3 clusters Score -1937989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1937994.625000 Penalty: 11405.532227
	Iteration 22Q: 3 clusters Score -1937995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1938003.500000 Penalty: 11405.532227
	Iteration 23Q: 3 clusters Score -1938004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1938002.375000 Penalty: 11405.532227
	Iteration 24Q: 3 clusters Score -1938002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1938005.750000 Penalty: 11405.532227
	Iteration 25Q: 3 clusters Score -1938006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1938009.250000 Penalty: 11405.532227
	Iteration 26Q: 3 clusters Score -1938009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1938008.750000 Penalty: 11405.532227
	Iteration 27Q: 3 clusters Score -1938009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1938008.750000 Penalty: 11405.532227
	Iteration 28F: 3 clusters Score -1938009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (490440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490440 members 
Entering Unmasked Estep 
Score: -88574664.000000 Penalty: 8025.623047
	Iteration 0F: 2 clusters Score -8.857466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244674 members 
Mstep: Class 2 contains 245766 members 
Entering Unmasked Estep 
Score: -88277832.000000 Penalty: 16051.246094
	Iteration 0F: 3 clusters Score -8.827783e+07 nChanged 236264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236422 members 
Mstep: Class 2 contains 254018 members 
Entering Unmasked Estep 
Score: -88415976.000000 Penalty: 16051.246094
	Iteration 1F: 3 clusters Score -8.841598e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230576 members 
Mstep: Class 2 contains 259864 members 
Entering Unmasked Estep 
Score: -88418752.000000 Penalty: 16051.246094
	Iteration 2Q: 3 clusters Score -8.841875e+07 nChanged 14505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221125 members 
Mstep: Class 2 contains 269315 members 
Entering Unmasked Estep 
Score: -88422664.000000 Penalty: 16051.246094
	Iteration 3Q: 3 clusters Score -8.842266e+07 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206621 members 
Mstep: Class 2 contains 283819 members 
Entering Unmasked Estep 
Score: -88428944.000000 Penalty: 16051.246094
	Iteration 4Q: 3 clusters Score -8.842894e+07 nChanged 24552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184815 members 
Mstep: Class 2 contains 305625 members 
Entering Unmasked Estep 
Score: -88440616.000000 Penalty: 16051.246094
	Iteration 5F: 3 clusters Score -8.844062e+07 nChanged 32886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 336699 members 
Entering Unmasked Estep 
Score: -88462192.000000 Penalty: 16051.246094
	Iteration 6F: 3 clusters Score -8.846219e+07 nChanged 41028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113829 members 
Mstep: Class 2 contains 376611 members 
Entering Unmasked Estep 
Score: -88495840.000000 Penalty: 16051.246094
	Iteration 7F: 3 clusters Score -8.849584e+07 nChanged 43182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 419159 members 
Entering Unmasked Estep 
Score: -88535368.000000 Penalty: 16051.246094
	Iteration 8F: 3 clusters Score -8.853537e+07 nChanged 33987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 452744 members 
Entering Unmasked Estep 
Score: -88561712.000000 Penalty: 16051.246094
	Iteration 9F: 3 clusters Score -8.856171e+07 nChanged 18846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 471320 members 
Entering Unmasked Estep 
Score: -88571080.000000 Penalty: 16051.246094
	Iteration 10Q: 3 clusters Score -8.857108e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 479653 members 
Entering Unmasked Estep 
Score: -88572216.000000 Penalty: 16051.246094
	Iteration 11Q: 3 clusters Score -8.857222e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 483032 members 
Entering Unmasked Estep 
Score: -88571936.000000 Penalty: 16051.246094
	Iteration 12Q: 3 clusters Score -8.857194e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 484579 members 
Entering Unmasked Estep 
Score: -88571560.000000 Penalty: 16051.246094
	Iteration 13Q: 3 clusters Score -8.857156e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 485318 members 
Entering Unmasked Estep 
Score: -88571568.000000 Penalty: 16051.246094
	Iteration 14Q: 3 clusters Score -8.857157e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 485712 members 
Entering Unmasked Estep 
Score: -88571840.000000 Penalty: 16051.246094
	Iteration 15Q: 3 clusters Score -8.857184e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 485941 members 
Entering Unmasked Estep 
Score: -88571920.000000 Penalty: 16051.246094
	Iteration 16Q: 3 clusters Score -8.857192e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 486107 members 
Entering Unmasked Estep 
Score: -88571960.000000 Penalty: 16051.246094
	Iteration 17Q: 3 clusters Score -8.857196e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 486220 members 
Entering Unmasked Estep 
Score: -88572016.000000 Penalty: 16051.246094
	Iteration 18Q: 3 clusters Score -8.857202e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 486302 members 
Entering Unmasked Estep 
Score: -88571968.000000 Penalty: 16051.246094
	Iteration 19Q: 3 clusters Score -8.857197e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 486368 members 
Entering Unmasked Estep 
Score: -88571960.000000 Penalty: 16051.246094
	Iteration 20F: 3 clusters Score -8.857196e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 486415 members 
Entering Unmasked Estep 
Score: -88571984.000000 Penalty: 16051.246094
	Iteration 21Q: 3 clusters Score -8.857198e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 486479 members 
Entering Unmasked Estep 
Score: -88571936.000000 Penalty: 16051.246094
	Iteration 22Q: 3 clusters Score -8.857194e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 486502 members 
Entering Unmasked Estep 
Score: -88571920.000000 Penalty: 16051.246094
	Iteration 23Q: 3 clusters Score -8.857192e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 486539 members 
Entering Unmasked Estep 
Score: -88571864.000000 Penalty: 16051.246094
	Iteration 24Q: 3 clusters Score -8.857186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 486562 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 25Q: 3 clusters Score -8.857193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 486584 members 
Entering Unmasked Estep 
Score: -88571960.000000 Penalty: 16051.246094
	Iteration 26Q: 3 clusters Score -8.857196e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 486589 members 
Entering Unmasked Estep 
Score: -88571936.000000 Penalty: 16051.246094
	Iteration 27Q: 3 clusters Score -8.857194e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 486603 members 
Entering Unmasked Estep 
Score: -88571984.000000 Penalty: 16051.246094
	Iteration 28Q: 3 clusters Score -8.857198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 486614 members 
Entering Unmasked Estep 
Score: -88571984.000000 Penalty: 16051.246094
	Iteration 29Q: 3 clusters Score -8.857198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 486624 members 
Entering Unmasked Estep 
Score: -88571976.000000 Penalty: 16051.246094
	Iteration 30Q: 3 clusters Score -8.857198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 486626 members 
Entering Unmasked Estep 
Score: -88572016.000000 Penalty: 16051.246094
	Iteration 31Q: 3 clusters Score -8.857202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 486639 members 
Entering Unmasked Estep 
Score: -88572024.000000 Penalty: 16051.246094
	Iteration 32Q: 3 clusters Score -8.857202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 486646 members 
Entering Unmasked Estep 
Score: -88571968.000000 Penalty: 16051.246094
	Iteration 33Q: 3 clusters Score -8.857197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 486652 members 
Entering Unmasked Estep 
Score: -88571976.000000 Penalty: 16051.246094
	Iteration 34Q: 3 clusters Score -8.857198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 486650 members 
Entering Unmasked Estep 
Score: -88572016.000000 Penalty: 16051.246094
	Iteration 35Q: 3 clusters Score -8.857202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 486646 members 
Entering Unmasked Estep 
Score: -88571952.000000 Penalty: 16051.246094
	Iteration 36Q: 3 clusters Score -8.857195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 486646 members 
Entering Unmasked Estep 
Score: -88571984.000000 Penalty: 16051.246094
	Iteration 37Q: 3 clusters Score -8.857198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 486645 members 
Entering Unmasked Estep 
Score: -88571936.000000 Penalty: 16051.246094
	Iteration 38Q: 3 clusters Score -8.857194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 486654 members 
Entering Unmasked Estep 
Score: -88571944.000000 Penalty: 16051.246094
	Iteration 39Q: 3 clusters Score -8.857194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 486661 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 40F: 3 clusters Score -8.857193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 486664 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 41Q: 3 clusters Score -8.857193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 486667 members 
Entering Unmasked Estep 
Score: -88571864.000000 Penalty: 16051.246094
	Iteration 42Q: 3 clusters Score -8.857186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 486671 members 
Entering Unmasked Estep 
Score: -88571904.000000 Penalty: 16051.246094
	Iteration 43Q: 3 clusters Score -8.85719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 486671 members 
Entering Unmasked Estep 
Score: -88571920.000000 Penalty: 16051.246094
	Iteration 44Q: 3 clusters Score -8.857192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 486668 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 45Q: 3 clusters Score -8.857193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 486667 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 46Q: 3 clusters Score -8.857193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 486669 members 
Entering Unmasked Estep 
Score: -88571960.000000 Penalty: 16051.246094
	Iteration 47Q: 3 clusters Score -8.857196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 486670 members 
Entering Unmasked Estep 
Score: -88571920.000000 Penalty: 16051.246094
	Iteration 48Q: 3 clusters Score -8.857192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 486673 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 49Q: 3 clusters Score -8.857193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 486673 members 
Entering Unmasked Estep 
Score: -88571912.000000 Penalty: 16051.246094
	Iteration 50Q: 3 clusters Score -8.857191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 486679 members 
Entering Unmasked Estep 
Score: -88571920.000000 Penalty: 16051.246094
	Iteration 51Q: 3 clusters Score -8.857192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 486678 members 
Entering Unmasked Estep 
Score: -88571904.000000 Penalty: 16051.246094
	Iteration 52Q: 3 clusters Score -8.85719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 486678 members 
Entering Unmasked Estep 
Score: -88571880.000000 Penalty: 16051.246094
	Iteration 53Q: 3 clusters Score -8.857188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 486679 members 
Entering Unmasked Estep 
Score: -88571920.000000 Penalty: 16051.246094
	Iteration 54Q: 3 clusters Score -8.857192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 486678 members 
Entering Unmasked Estep 
Score: -88571928.000000 Penalty: 16051.246094
	Iteration 55Q: 3 clusters Score -8.857193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 486676 members 
Entering Unmasked Estep 
Score: -88571896.000000 Penalty: 16051.246094
	Iteration 56Q: 3 clusters Score -8.85719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 486674 members 
Entering Unmasked Estep 
Score: -88571888.000000 Penalty: 16051.246094
	Iteration 57Q: 3 clusters Score -8.857189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 486675 members 
Entering Unmasked Estep 
Score: -88571896.000000 Penalty: 16051.246094
	Iteration 58Q: 3 clusters Score -8.85719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 486676 members 
Entering Unmasked Estep 
Score: -88571896.000000 Penalty: 16051.246094
	Iteration 59Q: 3 clusters Score -8.85719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 486676 members 
Entering Unmasked Estep 
Score: -88571896.000000 Penalty: 16051.246094
	Iteration 60F: 3 clusters Score -8.85719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Entering Unmasked Estep 
Score: -1833680.375000 Penalty: 5654.123047
	Iteration 0F: 2 clusters Score -1833680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1823389.000000 Penalty: 11308.246094
	Iteration 0F: 3 clusters Score -1823389 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1825534.125000 Penalty: 11308.246094
	Iteration 1F: 3 clusters Score -1825534 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1825982.125000 Penalty: 11308.246094
	Iteration 2F: 3 clusters Score -1825982 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1826257.750000 Penalty: 11308.246094
	Iteration 3Q: 3 clusters Score -1826258 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1826482.500000 Penalty: 11308.246094
	Iteration 4Q: 3 clusters Score -1826482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1826677.000000 Penalty: 11308.246094
	Iteration 5Q: 3 clusters Score -1826677 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1826888.375000 Penalty: 11308.246094
	Iteration 6Q: 3 clusters Score -1826888 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1827119.250000 Penalty: 11308.246094
	Iteration 7Q: 3 clusters Score -1827119 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1827398.000000 Penalty: 11308.246094
	Iteration 8Q: 3 clusters Score -1827398 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1827771.000000 Penalty: 11308.246094
	Iteration 9Q: 3 clusters Score -1827771 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1828316.625000 Penalty: 11308.246094
	Iteration 10Q: 3 clusters Score -1828317 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1829044.000000 Penalty: 11308.246094
	Iteration 11F: 3 clusters Score -1829044 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1829816.375000 Penalty: 11308.246094
	Iteration 12F: 3 clusters Score -1829816 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1830427.000000 Penalty: 11308.246094
	Iteration 13F: 3 clusters Score -1830427 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1830841.125000 Penalty: 11308.246094
	Iteration 14Q: 3 clusters Score -1830841 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1831152.375000 Penalty: 11308.246094
	Iteration 15Q: 3 clusters Score -1831152 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1831365.250000 Penalty: 11308.246094
	Iteration 16Q: 3 clusters Score -1831365 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1831513.875000 Penalty: 11308.246094
	Iteration 17Q: 3 clusters Score -1831514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1831611.375000 Penalty: 11308.246094
	Iteration 18Q: 3 clusters Score -1831611 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1831678.375000 Penalty: 11308.246094
	Iteration 19Q: 3 clusters Score -1831678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1831716.625000 Penalty: 11308.246094
	Iteration 20F: 3 clusters Score -1831717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1831753.875000 Penalty: 11308.246094
	Iteration 21Q: 3 clusters Score -1831754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1831772.250000 Penalty: 11308.246094
	Iteration 22Q: 3 clusters Score -1831772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1831788.750000 Penalty: 11308.246094
	Iteration 23Q: 3 clusters Score -1831789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1831799.375000 Penalty: 11308.246094
	Iteration 24Q: 3 clusters Score -1831799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1831804.875000 Penalty: 11308.246094
	Iteration 25Q: 3 clusters Score -1831805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1831809.250000 Penalty: 11308.246094
	Iteration 26Q: 3 clusters Score -1831809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1831814.000000 Penalty: 11308.246094
	Iteration 27Q: 3 clusters Score -1831814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1831821.750000 Penalty: 11308.246094
	Iteration 28Q: 3 clusters Score -1831822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1831828.625000 Penalty: 11308.246094
	Iteration 29Q: 3 clusters Score -1831829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1831827.750000 Penalty: 11308.246094
	Iteration 30Q: 3 clusters Score -1831828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1831834.375000 Penalty: 11308.246094
	Iteration 31Q: 3 clusters Score -1831834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1831840.875000 Penalty: 11308.246094
	Iteration 32Q: 3 clusters Score -1831841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1831848.000000 Penalty: 11308.246094
	Iteration 33Q: 3 clusters Score -1831848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1831848.875000 Penalty: 11308.246094
	Iteration 34Q: 3 clusters Score -1831849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1831856.000000 Penalty: 11308.246094
	Iteration 35Q: 3 clusters Score -1831856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1831853.875000 Penalty: 11308.246094
	Iteration 36Q: 3 clusters Score -1831854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1831860.750000 Penalty: 11308.246094
	Iteration 37Q: 3 clusters Score -1831861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1831860.375000 Penalty: 11308.246094
	Iteration 38Q: 3 clusters Score -1831860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1831862.000000 Penalty: 11308.246094
	Iteration 39Q: 3 clusters Score -1831862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1831861.000000 Penalty: 11308.246094
	Iteration 40F: 3 clusters Score -1831861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1831863.750000 Penalty: 11308.246094
	Iteration 41Q: 3 clusters Score -1831864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1831864.500000 Penalty: 11308.246094
	Iteration 42Q: 3 clusters Score -1831864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1831864.500000 Penalty: 11308.246094
	Iteration 43F: 3 clusters Score -1831864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -191130.296875 Penalty: 4388.391113
	Iteration 0F: 2 clusters Score -191130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186874.375000 Penalty: 8776.782227
	Iteration 0F: 3 clusters Score -186874.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -187775.468750 Penalty: 8776.782227
	Iteration 1F: 3 clusters Score -187775.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188193.375000 Penalty: 8776.782227
	Iteration 2F: 3 clusters Score -188193.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188524.375000 Penalty: 8776.782227
	Iteration 3Q: 3 clusters Score -188524.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188908.468750 Penalty: 8776.782227
	Iteration 4F: 3 clusters Score -188908.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -189265.812500 Penalty: 8776.782227
	Iteration 5F: 3 clusters Score -189265.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -189717.578125 Penalty: 8776.782227
	Iteration 6Q: 3 clusters Score -189717.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -189893.546875 Penalty: 8776.782227
	Iteration 7Q: 3 clusters Score -189893.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189980.921875 Penalty: 8776.782227
	Iteration 8Q: 3 clusters Score -189980.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190058.375000 Penalty: 8776.782227
	Iteration 9Q: 3 clusters Score -190058.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190133.234375 Penalty: 8776.782227
	Iteration 10Q: 3 clusters Score -190133.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -190186.546875 Penalty: 8776.782227
	Iteration 11Q: 3 clusters Score -190186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190197.734375 Penalty: 8776.782227
	Iteration 12Q: 3 clusters Score -190197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190204.703125 Penalty: 8776.782227
	Iteration 13Q: 3 clusters Score -190204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -190212.218750 Penalty: 8776.782227
	Iteration 14Q: 3 clusters Score -190212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -190217.093750 Penalty: 8776.782227
	Iteration 15Q: 3 clusters Score -190217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -190220.546875 Penalty: 8776.782227
	Iteration 16Q: 3 clusters Score -190220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -190220.546875 Penalty: 8776.782227
	Iteration 17F: 3 clusters Score -190220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -203741.359375 Penalty: 4350.784668
	Iteration 0F: 2 clusters Score -203741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -199418.000000 Penalty: 8701.569336
	Iteration 0F: 3 clusters Score -199418 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -199938.265625 Penalty: 8701.569336
	Iteration 1F: 3 clusters Score -199938.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -200385.968750 Penalty: 8701.569336
	Iteration 2F: 3 clusters Score -200386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -200694.000000 Penalty: 8701.569336
	Iteration 3F: 3 clusters Score -200694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -200898.640625 Penalty: 8701.569336
	Iteration 4Q: 3 clusters Score -200898.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -201095.171875 Penalty: 8701.569336
	Iteration 5Q: 3 clusters Score -201095.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -201347.015625 Penalty: 8701.569336
	Iteration 6Q: 3 clusters Score -201347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -201741.906250 Penalty: 8701.569336
	Iteration 7Q: 3 clusters Score -201741.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202416.546875 Penalty: 8701.569336
	Iteration 8Q: 3 clusters Score -202416.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -203513.000000 Penalty: 8701.569336
	Iteration 9Q: 3 clusters Score -203513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -205061.578125 Penalty: 8701.569336
	Iteration 10Q: 3 clusters Score -205061.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -205281.953125 Penalty: 8701.569336
	Iteration 11Q: 3 clusters Score -205282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -205448.390625 Penalty: 8701.569336
	Iteration 12Q: 3 clusters Score -205448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -205458.109375 Penalty: 8701.569336
	Iteration 13Q: 3 clusters Score -205458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -205458.109375 Penalty: 8701.569336
	Iteration 14F: 3 clusters Score -205458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490440 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 886 members 
Entering Unmasked Estep 
Score: -226872592.000000 Penalty: 249784.343750
Splitting cluster 8 changes total score from -226875232.000000 to -226872592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (82516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Entering Unmasked Estep 
Score: -14850118.000000 Penalty: 6933.958008
	Iteration 0F: 2 clusters Score -1.485012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -14793229.000000 Penalty: 13867.916016
	Iteration 0F: 3 clusters Score -1.479323e+07 nChanged 37313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -14813591.000000 Penalty: 13867.916016
	Iteration 1F: 3 clusters Score -1.481359e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -14814827.000000 Penalty: 13867.916016
	Iteration 2Q: 3 clusters Score -1.481483e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -14816197.000000 Penalty: 13867.916016
	Iteration 3Q: 3 clusters Score -1.48162e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -14817514.000000 Penalty: 13867.916016
	Iteration 4Q: 3 clusters Score -1.481751e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -14819203.000000 Penalty: 13867.916016
	Iteration 5Q: 3 clusters Score -1.48192e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -14821280.000000 Penalty: 13867.916016
	Iteration 6Q: 3 clusters Score -1.482128e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -14824008.000000 Penalty: 13867.916016
	Iteration 7F: 3 clusters Score -1.482401e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -14827477.000000 Penalty: 13867.916016
	Iteration 8F: 3 clusters Score -1.482748e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -14831788.000000 Penalty: 13867.916016
	Iteration 9F: 3 clusters Score -1.483179e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -14836030.000000 Penalty: 13867.916016
	Iteration 10F: 3 clusters Score -1.483603e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -14839459.000000 Penalty: 13867.916016
	Iteration 11Q: 3 clusters Score -1.483946e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -14841482.000000 Penalty: 13867.916016
	Iteration 12Q: 3 clusters Score -1.484148e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -14842596.000000 Penalty: 13867.916016
	Iteration 13Q: 3 clusters Score -1.48426e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -14843209.000000 Penalty: 13867.916016
	Iteration 14Q: 3 clusters Score -1.484321e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -14843455.000000 Penalty: 13867.916016
	Iteration 15Q: 3 clusters Score -1.484346e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -14843636.000000 Penalty: 13867.916016
	Iteration 16Q: 3 clusters Score -1.484364e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -14843700.000000 Penalty: 13867.916016
	Iteration 17Q: 3 clusters Score -1.48437e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -14843759.000000 Penalty: 13867.916016
	Iteration 18Q: 3 clusters Score -1.484376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -14843803.000000 Penalty: 13867.916016
	Iteration 19Q: 3 clusters Score -1.48438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -14843826.000000 Penalty: 13867.916016
	Iteration 20F: 3 clusters Score -1.484383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -14843828.000000 Penalty: 13867.916016
	Iteration 21Q: 3 clusters Score -1.484383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -14843857.000000 Penalty: 13867.916016
	Iteration 22Q: 3 clusters Score -1.484386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -14843868.000000 Penalty: 13867.916016
	Iteration 23Q: 3 clusters Score -1.484387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -14843891.000000 Penalty: 13867.916016
	Iteration 24Q: 3 clusters Score -1.484389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -14843889.000000 Penalty: 13867.916016
	Iteration 25Q: 3 clusters Score -1.484389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -14843898.000000 Penalty: 13867.916016
	Iteration 26Q: 3 clusters Score -1.48439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -14843893.000000 Penalty: 13867.916016
	Iteration 27Q: 3 clusters Score -1.484389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -14843895.000000 Penalty: 13867.916016
	Iteration 28Q: 3 clusters Score -1.48439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -14843897.000000 Penalty: 13867.916016
	Iteration 29Q: 3 clusters Score -1.48439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -14843899.000000 Penalty: 13867.916016
	Iteration 30Q: 3 clusters Score -1.48439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -14843902.000000 Penalty: 13867.916016
	Iteration 31Q: 3 clusters Score -1.48439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -14843915.000000 Penalty: 13867.916016
	Iteration 32Q: 3 clusters Score -1.484392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -14843923.000000 Penalty: 13867.916016
	Iteration 33Q: 3 clusters Score -1.484392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -14843920.000000 Penalty: 13867.916016
	Iteration 34Q: 3 clusters Score -1.484392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -14843920.000000 Penalty: 13867.916016
	Iteration 35F: 3 clusters Score -1.484392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -135694.125000 Penalty: 4194.403320
	Iteration 0F: 2 clusters Score -135694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131854.140625 Penalty: 8388.806641
	Iteration 0F: 3 clusters Score -131854.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132372.765625 Penalty: 8388.806641
	Iteration 1F: 3 clusters Score -132372.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132687.812500 Penalty: 8388.806641
	Iteration 2F: 3 clusters Score -132687.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132884.953125 Penalty: 8388.806641
	Iteration 3F: 3 clusters Score -132885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133131.281250 Penalty: 8388.806641
	Iteration 4Q: 3 clusters Score -133131.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133421.453125 Penalty: 8388.806641
	Iteration 5Q: 3 clusters Score -133421.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133624.062500 Penalty: 8388.806641
	Iteration 6Q: 3 clusters Score -133624.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133722.484375 Penalty: 8388.806641
	Iteration 7Q: 3 clusters Score -133722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133762.921875 Penalty: 8388.806641
	Iteration 8Q: 3 clusters Score -133762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133785.078125 Penalty: 8388.806641
	Iteration 9Q: 3 clusters Score -133785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133790.703125 Penalty: 8388.806641
	Iteration 10Q: 3 clusters Score -133790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133800.828125 Penalty: 8388.806641
	Iteration 11Q: 3 clusters Score -133800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133827.875000 Penalty: 8388.806641
	Iteration 12Q: 3 clusters Score -133827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133836.890625 Penalty: 8388.806641
	Iteration 13Q: 3 clusters Score -133836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133836.890625 Penalty: 8388.806641
	Iteration 14F: 3 clusters Score -133836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Entering Unmasked Estep 
Score: -13735790.000000 Penalty: 6891.724121
	Iteration 0F: 2 clusters Score -1.373579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -13682504.000000 Penalty: 13783.448242
	Iteration 0F: 3 clusters Score -1.36825e+07 nChanged 34726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -13701325.000000 Penalty: 13783.448242
	Iteration 1F: 3 clusters Score -1.370132e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -13702309.000000 Penalty: 13783.448242
	Iteration 2Q: 3 clusters Score -1.370231e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -13703127.000000 Penalty: 13783.448242
	Iteration 3Q: 3 clusters Score -1.370313e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -13703820.000000 Penalty: 13783.448242
	Iteration 4Q: 3 clusters Score -1.370382e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -13704383.000000 Penalty: 13783.448242
	Iteration 5Q: 3 clusters Score -1.370438e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -13705047.000000 Penalty: 13783.448242
	Iteration 6Q: 3 clusters Score -1.370505e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -13706015.000000 Penalty: 13783.448242
	Iteration 7Q: 3 clusters Score -1.370602e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -13707436.000000 Penalty: 13783.448242
	Iteration 8Q: 3 clusters Score -1.370744e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -13709833.000000 Penalty: 13783.448242
	Iteration 9F: 3 clusters Score -1.370983e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -13713419.000000 Penalty: 13783.448242
	Iteration 10F: 3 clusters Score -1.371342e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -13718053.000000 Penalty: 13783.448242
	Iteration 11F: 3 clusters Score -1.371805e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -13722777.000000 Penalty: 13783.448242
	Iteration 12F: 3 clusters Score -1.372278e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -13726223.000000 Penalty: 13783.448242
	Iteration 13Q: 3 clusters Score -1.372622e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -13728026.000000 Penalty: 13783.448242
	Iteration 14Q: 3 clusters Score -1.372803e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -13728849.000000 Penalty: 13783.448242
	Iteration 15Q: 3 clusters Score -1.372885e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -13729215.000000 Penalty: 13783.448242
	Iteration 16Q: 3 clusters Score -1.372922e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -13729387.000000 Penalty: 13783.448242
	Iteration 17Q: 3 clusters Score -1.372939e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -13729505.000000 Penalty: 13783.448242
	Iteration 18Q: 3 clusters Score -1.37295e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -13729585.000000 Penalty: 13783.448242
	Iteration 19Q: 3 clusters Score -1.372958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -13729622.000000 Penalty: 13783.448242
	Iteration 20F: 3 clusters Score -1.372962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -13729647.000000 Penalty: 13783.448242
	Iteration 21Q: 3 clusters Score -1.372965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -13729680.000000 Penalty: 13783.448242
	Iteration 22Q: 3 clusters Score -1.372968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -13729688.000000 Penalty: 13783.448242
	Iteration 23Q: 3 clusters Score -1.372969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -13729699.000000 Penalty: 13783.448242
	Iteration 24Q: 3 clusters Score -1.37297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -13729713.000000 Penalty: 13783.448242
	Iteration 25Q: 3 clusters Score -1.372971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -13729713.000000 Penalty: 13783.448242
	Iteration 26Q: 3 clusters Score -1.372971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -13729723.000000 Penalty: 13783.448242
	Iteration 27Q: 3 clusters Score -1.372972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -13729717.000000 Penalty: 13783.448242
	Iteration 28Q: 3 clusters Score -1.372972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -13729729.000000 Penalty: 13783.448242
	Iteration 29Q: 3 clusters Score -1.372973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -13729731.000000 Penalty: 13783.448242
	Iteration 30Q: 3 clusters Score -1.372973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -13729726.000000 Penalty: 13783.448242
	Iteration 31Q: 3 clusters Score -1.372973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -13729735.000000 Penalty: 13783.448242
	Iteration 32Q: 3 clusters Score -1.372974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -13729743.000000 Penalty: 13783.448242
	Iteration 33Q: 3 clusters Score -1.372974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -13729755.000000 Penalty: 13783.448242
	Iteration 34Q: 3 clusters Score -1.372976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -13729757.000000 Penalty: 13783.448242
	Iteration 35Q: 3 clusters Score -1.372976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -13729754.000000 Penalty: 13783.448242
	Iteration 36Q: 3 clusters Score -1.372975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -13729760.000000 Penalty: 13783.448242
	Iteration 37Q: 3 clusters Score -1.372976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -13729760.000000 Penalty: 13783.448242
	Iteration 38F: 3 clusters Score -1.372976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -715145.875000 Penalty: 5117.813965
	Iteration 0F: 2 clusters Score -715145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -708594.937500 Penalty: 10235.627930
	Iteration 0F: 3 clusters Score -708594.9 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -709522.500000 Penalty: 10235.627930
	Iteration 1F: 3 clusters Score -709522.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -709817.000000 Penalty: 10235.627930
	Iteration 2F: 3 clusters Score -709817 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -710027.687500 Penalty: 10235.627930
	Iteration 3Q: 3 clusters Score -710027.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -710236.500000 Penalty: 10235.627930
	Iteration 4Q: 3 clusters Score -710236.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -710423.312500 Penalty: 10235.627930
	Iteration 5Q: 3 clusters Score -710423.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -710605.125000 Penalty: 10235.627930
	Iteration 6Q: 3 clusters Score -710605.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -710786.625000 Penalty: 10235.627930
	Iteration 7Q: 3 clusters Score -710786.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -710960.437500 Penalty: 10235.627930
	Iteration 8Q: 3 clusters Score -710960.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -711094.000000 Penalty: 10235.627930
	Iteration 9Q: 3 clusters Score -711094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -711193.312500 Penalty: 10235.627930
	Iteration 10Q: 3 clusters Score -711193.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -711271.125000 Penalty: 10235.627930
	Iteration 11Q: 3 clusters Score -711271.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -711333.500000 Penalty: 10235.627930
	Iteration 12Q: 3 clusters Score -711333.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -711369.812500 Penalty: 10235.627930
	Iteration 13Q: 3 clusters Score -711369.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -711393.250000 Penalty: 10235.627930
	Iteration 14Q: 3 clusters Score -711393.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -711420.375000 Penalty: 10235.627930
	Iteration 15Q: 3 clusters Score -711420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -711437.437500 Penalty: 10235.627930
	Iteration 16Q: 3 clusters Score -711437.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -711453.812500 Penalty: 10235.627930
	Iteration 17Q: 3 clusters Score -711453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -711457.937500 Penalty: 10235.627930
	Iteration 18Q: 3 clusters Score -711457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -711460.250000 Penalty: 10235.627930
	Iteration 19Q: 3 clusters Score -711460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -711461.062500 Penalty: 10235.627930
	Iteration 20F: 3 clusters Score -711461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -711465.500000 Penalty: 10235.627930
	Iteration 21Q: 3 clusters Score -711465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -711471.687500 Penalty: 10235.627930
	Iteration 22Q: 3 clusters Score -711471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -711476.500000 Penalty: 10235.627930
	Iteration 23Q: 3 clusters Score -711476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -711485.312500 Penalty: 10235.627930
	Iteration 24Q: 3 clusters Score -711485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -711491.312500 Penalty: 10235.627930
	Iteration 25Q: 3 clusters Score -711491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -711497.500000 Penalty: 10235.627930
	Iteration 26Q: 3 clusters Score -711497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -711502.000000 Penalty: 10235.627930
	Iteration 27Q: 3 clusters Score -711502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -711504.937500 Penalty: 10235.627930
	Iteration 28Q: 3 clusters Score -711504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -711509.875000 Penalty: 10235.627930
	Iteration 29Q: 3 clusters Score -711509.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -711516.812500 Penalty: 10235.627930
	Iteration 30Q: 3 clusters Score -711516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -711519.875000 Penalty: 10235.627930
	Iteration 31Q: 3 clusters Score -711519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -711522.437500 Penalty: 10235.627930
	Iteration 32Q: 3 clusters Score -711522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -711523.750000 Penalty: 10235.627930
	Iteration 33Q: 3 clusters Score -711523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -711525.437500 Penalty: 10235.627930
	Iteration 34Q: 3 clusters Score -711525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -711529.062500 Penalty: 10235.627930
	Iteration 35Q: 3 clusters Score -711529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -711532.437500 Penalty: 10235.627930
	Iteration 36Q: 3 clusters Score -711532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -711537.687500 Penalty: 10235.627930
	Iteration 37Q: 3 clusters Score -711537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -711538.062500 Penalty: 10235.627930
	Iteration 38Q: 3 clusters Score -711538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -711538.062500 Penalty: 10235.627930
	Iteration 39F: 3 clusters Score -711538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -1625126.750000 Penalty: 5609.658203
	Iteration 0F: 2 clusters Score -1625127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1615145.125000 Penalty: 11219.316406
	Iteration 0F: 3 clusters Score -1615145 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1617213.000000 Penalty: 11219.316406
	Iteration 1F: 3 clusters Score -1617213 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1617759.375000 Penalty: 11219.316406
	Iteration 2F: 3 clusters Score -1617759 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1618143.875000 Penalty: 11219.316406
	Iteration 3F: 3 clusters Score -1618144 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1618431.875000 Penalty: 11219.316406
	Iteration 4Q: 3 clusters Score -1618432 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1618660.500000 Penalty: 11219.316406
	Iteration 5Q: 3 clusters Score -1618660 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1618854.625000 Penalty: 11219.316406
	Iteration 6Q: 3 clusters Score -1618855 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1619027.375000 Penalty: 11219.316406
	Iteration 7Q: 3 clusters Score -1619027 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1619183.750000 Penalty: 11219.316406
	Iteration 8Q: 3 clusters Score -1619184 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1619315.750000 Penalty: 11219.316406
	Iteration 9Q: 3 clusters Score -1619316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1619463.000000 Penalty: 11219.316406
	Iteration 10Q: 3 clusters Score -1619463 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1619581.250000 Penalty: 11219.316406
	Iteration 11Q: 3 clusters Score -1619581 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1619725.875000 Penalty: 11219.316406
	Iteration 12Q: 3 clusters Score -1619726 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1619875.375000 Penalty: 11219.316406
	Iteration 13Q: 3 clusters Score -1619875 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1620002.250000 Penalty: 11219.316406
	Iteration 14Q: 3 clusters Score -1620002 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1620140.125000 Penalty: 11219.316406
	Iteration 15Q: 3 clusters Score -1620140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1620255.250000 Penalty: 11219.316406
	Iteration 16Q: 3 clusters Score -1620255 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1620373.125000 Penalty: 11219.316406
	Iteration 17Q: 3 clusters Score -1620373 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1620482.000000 Penalty: 11219.316406
	Iteration 18Q: 3 clusters Score -1620482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1620575.000000 Penalty: 11219.316406
	Iteration 19Q: 3 clusters Score -1620575 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1620667.750000 Penalty: 11219.316406
	Iteration 20F: 3 clusters Score -1620668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1620730.625000 Penalty: 11219.316406
	Iteration 21Q: 3 clusters Score -1620731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1620790.000000 Penalty: 11219.316406
	Iteration 22Q: 3 clusters Score -1620790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1620835.875000 Penalty: 11219.316406
	Iteration 23Q: 3 clusters Score -1620836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1620877.750000 Penalty: 11219.316406
	Iteration 24Q: 3 clusters Score -1620878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1620908.000000 Penalty: 11219.316406
	Iteration 25Q: 3 clusters Score -1620908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1620931.500000 Penalty: 11219.316406
	Iteration 26Q: 3 clusters Score -1620932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1620957.125000 Penalty: 11219.316406
	Iteration 27Q: 3 clusters Score -1620957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1620976.000000 Penalty: 11219.316406
	Iteration 28Q: 3 clusters Score -1620976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1620986.250000 Penalty: 11219.316406
	Iteration 29Q: 3 clusters Score -1620986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1621008.750000 Penalty: 11219.316406
	Iteration 30Q: 3 clusters Score -1621009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1621017.625000 Penalty: 11219.316406
	Iteration 31Q: 3 clusters Score -1621018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1621026.750000 Penalty: 11219.316406
	Iteration 32Q: 3 clusters Score -1621027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1621031.625000 Penalty: 11219.316406
	Iteration 33Q: 3 clusters Score -1621032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1621038.375000 Penalty: 11219.316406
	Iteration 34Q: 3 clusters Score -1621038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1621046.125000 Penalty: 11219.316406
	Iteration 35Q: 3 clusters Score -1621046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1621053.375000 Penalty: 11219.316406
	Iteration 36Q: 3 clusters Score -1621053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1621061.000000 Penalty: 11219.316406
	Iteration 37Q: 3 clusters Score -1621061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1621063.875000 Penalty: 11219.316406
	Iteration 38Q: 3 clusters Score -1621064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1621072.250000 Penalty: 11219.316406
	Iteration 39Q: 3 clusters Score -1621072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1621073.750000 Penalty: 11219.316406
	Iteration 40F: 3 clusters Score -1621074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1621077.375000 Penalty: 11219.316406
	Iteration 41Q: 3 clusters Score -1621077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1621083.375000 Penalty: 11219.316406
	Iteration 42Q: 3 clusters Score -1621083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1621086.125000 Penalty: 11219.316406
	Iteration 43Q: 3 clusters Score -1621086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1621090.500000 Penalty: 11219.316406
	Iteration 44Q: 3 clusters Score -1621090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1621093.375000 Penalty: 11219.316406
	Iteration 45Q: 3 clusters Score -1621093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1621095.375000 Penalty: 11219.316406
	Iteration 46Q: 3 clusters Score -1621095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1621098.375000 Penalty: 11219.316406
	Iteration 47Q: 3 clusters Score -1621098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1621100.375000 Penalty: 11219.316406
	Iteration 48Q: 3 clusters Score -1621100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1621107.000000 Penalty: 11219.316406
	Iteration 49Q: 3 clusters Score -1621107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1621107.625000 Penalty: 11219.316406
	Iteration 50Q: 3 clusters Score -1621108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1621107.500000 Penalty: 11219.316406
	Iteration 51Q: 3 clusters Score -1621108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1621111.500000 Penalty: 11219.316406
	Iteration 52Q: 3 clusters Score -1621112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1621108.750000 Penalty: 11219.316406
	Iteration 53Q: 3 clusters Score -1621109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1621109.125000 Penalty: 11219.316406
	Iteration 54Q: 3 clusters Score -1621109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1621114.250000 Penalty: 11219.316406
	Iteration 55Q: 3 clusters Score -1621114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1621112.125000 Penalty: 11219.316406
	Iteration 56Q: 3 clusters Score -1621112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1621112.125000 Penalty: 11219.316406
	Iteration 57F: 3 clusters Score -1621112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Entering Unmasked Estep 
Score: -11286427.000000 Penalty: 6758.118652
	Iteration 0F: 2 clusters Score -1.128643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -11242915.000000 Penalty: 13516.237305
	Iteration 0F: 3 clusters Score -1.124292e+07 nChanged 27786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -11257753.000000 Penalty: 13516.237305
	Iteration 1F: 3 clusters Score -1.125775e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -11258758.000000 Penalty: 13516.237305
	Iteration 2Q: 3 clusters Score -1.125876e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -11259562.000000 Penalty: 13516.237305
	Iteration 3Q: 3 clusters Score -1.125956e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -11260224.000000 Penalty: 13516.237305
	Iteration 4Q: 3 clusters Score -1.126022e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -11261061.000000 Penalty: 13516.237305
	Iteration 5Q: 3 clusters Score -1.126106e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -11261963.000000 Penalty: 13516.237305
	Iteration 6Q: 3 clusters Score -1.126196e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -11263197.000000 Penalty: 13516.237305
	Iteration 7Q: 3 clusters Score -1.12632e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -11264887.000000 Penalty: 13516.237305
	Iteration 8Q: 3 clusters Score -1.126489e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -11267045.000000 Penalty: 13516.237305
	Iteration 9F: 3 clusters Score -1.126704e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -11269187.000000 Penalty: 13516.237305
	Iteration 10F: 3 clusters Score -1.126919e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -11271165.000000 Penalty: 13516.237305
	Iteration 11F: 3 clusters Score -1.127116e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -11272831.000000 Penalty: 13516.237305
	Iteration 12F: 3 clusters Score -1.127283e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -11274130.000000 Penalty: 13516.237305
	Iteration 13Q: 3 clusters Score -1.127413e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -11275116.000000 Penalty: 13516.237305
	Iteration 14Q: 3 clusters Score -1.127512e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -11275815.000000 Penalty: 13516.237305
	Iteration 15Q: 3 clusters Score -1.127582e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -11276359.000000 Penalty: 13516.237305
	Iteration 16Q: 3 clusters Score -1.127636e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -11276916.000000 Penalty: 13516.237305
	Iteration 17Q: 3 clusters Score -1.127692e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -11277412.000000 Penalty: 13516.237305
	Iteration 18Q: 3 clusters Score -1.127741e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -11277932.000000 Penalty: 13516.237305
	Iteration 19Q: 3 clusters Score -1.127793e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -11278628.000000 Penalty: 13516.237305
	Iteration 20F: 3 clusters Score -1.127863e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -11279420.000000 Penalty: 13516.237305
	Iteration 21Q: 3 clusters Score -1.127942e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -11280177.000000 Penalty: 13516.237305
	Iteration 22Q: 3 clusters Score -1.128018e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -11280783.000000 Penalty: 13516.237305
	Iteration 23Q: 3 clusters Score -1.128078e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -11281261.000000 Penalty: 13516.237305
	Iteration 24Q: 3 clusters Score -1.128126e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -11281660.000000 Penalty: 13516.237305
	Iteration 25Q: 3 clusters Score -1.128166e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -11281963.000000 Penalty: 13516.237305
	Iteration 26Q: 3 clusters Score -1.128196e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -11282186.000000 Penalty: 13516.237305
	Iteration 27Q: 3 clusters Score -1.128219e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -11282339.000000 Penalty: 13516.237305
	Iteration 28Q: 3 clusters Score -1.128234e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -11282478.000000 Penalty: 13516.237305
	Iteration 29Q: 3 clusters Score -1.128248e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -11282567.000000 Penalty: 13516.237305
	Iteration 30Q: 3 clusters Score -1.128257e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -11282676.000000 Penalty: 13516.237305
	Iteration 31Q: 3 clusters Score -1.128268e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -11282784.000000 Penalty: 13516.237305
	Iteration 32Q: 3 clusters Score -1.128278e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -11282835.000000 Penalty: 13516.237305
	Iteration 33Q: 3 clusters Score -1.128284e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -11282857.000000 Penalty: 13516.237305
	Iteration 34Q: 3 clusters Score -1.128286e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -11282896.000000 Penalty: 13516.237305
	Iteration 35Q: 3 clusters Score -1.12829e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -11282935.000000 Penalty: 13516.237305
	Iteration 36Q: 3 clusters Score -1.128294e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -11282962.000000 Penalty: 13516.237305
	Iteration 37Q: 3 clusters Score -1.128296e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -11282994.000000 Penalty: 13516.237305
	Iteration 38Q: 3 clusters Score -1.128299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -11282987.000000 Penalty: 13516.237305
	Iteration 39Q: 3 clusters Score -1.128299e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -11282995.000000 Penalty: 13516.237305
	Iteration 40F: 3 clusters Score -1.1283e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -11282995.000000 Penalty: 13516.237305
	Iteration 41Q: 3 clusters Score -1.1283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -11283001.000000 Penalty: 13516.237305
	Iteration 42Q: 3 clusters Score -1.1283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -11283002.000000 Penalty: 13516.237305
	Iteration 43Q: 3 clusters Score -1.1283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -11283003.000000 Penalty: 13516.237305
	Iteration 44Q: 3 clusters Score -1.1283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -11283029.000000 Penalty: 13516.237305
	Iteration 45Q: 3 clusters Score -1.128303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -11283029.000000 Penalty: 13516.237305
	Iteration 46Q: 3 clusters Score -1.128303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -11283034.000000 Penalty: 13516.237305
	Iteration 47Q: 3 clusters Score -1.128303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -11283026.000000 Penalty: 13516.237305
	Iteration 48Q: 3 clusters Score -1.128303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -11283047.000000 Penalty: 13516.237305
	Iteration 49Q: 3 clusters Score -1.128305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -11283076.000000 Penalty: 13516.237305
	Iteration 50Q: 3 clusters Score -1.128308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -11283072.000000 Penalty: 13516.237305
	Iteration 51Q: 3 clusters Score -1.128307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -11283061.000000 Penalty: 13516.237305
	Iteration 52Q: 3 clusters Score -1.128306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -11283054.000000 Penalty: 13516.237305
	Iteration 53Q: 3 clusters Score -1.128305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -11283060.000000 Penalty: 13516.237305
	Iteration 54Q: 3 clusters Score -1.128306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -11283063.000000 Penalty: 13516.237305
	Iteration 55Q: 3 clusters Score -1.128306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -11283058.000000 Penalty: 13516.237305
	Iteration 56Q: 3 clusters Score -1.128306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -11283047.000000 Penalty: 13516.237305
	Iteration 57Q: 3 clusters Score -1.128305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -11283072.000000 Penalty: 13516.237305
	Iteration 58Q: 3 clusters Score -1.128307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -11283077.000000 Penalty: 13516.237305
	Iteration 59Q: 3 clusters Score -1.128308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -11283076.000000 Penalty: 13516.237305
	Iteration 60F: 3 clusters Score -1.128308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -11283086.000000 Penalty: 13516.237305
	Iteration 61Q: 3 clusters Score -1.128309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -11283080.000000 Penalty: 13516.237305
	Iteration 62Q: 3 clusters Score -1.128308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -11283078.000000 Penalty: 13516.237305
	Iteration 63Q: 3 clusters Score -1.128308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -11283078.000000 Penalty: 13516.237305
	Iteration 64Q: 3 clusters Score -1.128308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -11283085.000000 Penalty: 13516.237305
	Iteration 65Q: 3 clusters Score -1.128308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -11283071.000000 Penalty: 13516.237305
	Iteration 66Q: 3 clusters Score -1.128307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -11283066.000000 Penalty: 13516.237305
	Iteration 67Q: 3 clusters Score -1.128307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -11283065.000000 Penalty: 13516.237305
	Iteration 68Q: 3 clusters Score -1.128306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -11283065.000000 Penalty: 13516.237305
	Iteration 69F: 3 clusters Score -1.128306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (178970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178970 members 
Entering Unmasked Estep 
Score: -32286534.000000 Penalty: 7408.171387
	Iteration 0F: 2 clusters Score -3.228653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -32166186.000000 Penalty: 14816.342773
	Iteration 0F: 3 clusters Score -3.216619e+07 nChanged 83945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -32213248.000000 Penalty: 14816.342773
	Iteration 1F: 3 clusters Score -3.221325e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -32214494.000000 Penalty: 14816.342773
	Iteration 2Q: 3 clusters Score -3.221449e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -32215882.000000 Penalty: 14816.342773
	Iteration 3Q: 3 clusters Score -3.221588e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -32217786.000000 Penalty: 14816.342773
	Iteration 4Q: 3 clusters Score -3.221779e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -32220836.000000 Penalty: 14816.342773
	Iteration 5Q: 3 clusters Score -3.222084e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113305 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -32225984.000000 Penalty: 14816.342773
	Iteration 6F: 3 clusters Score -3.222598e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -32234360.000000 Penalty: 14816.342773
	Iteration 7F: 3 clusters Score -3.223436e+07 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137787 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -32245742.000000 Penalty: 14816.342773
	Iteration 8F: 3 clusters Score -3.224574e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150940 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -32257668.000000 Penalty: 14816.342773
	Iteration 9F: 3 clusters Score -3.225767e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -32267190.000000 Penalty: 14816.342773
	Iteration 10F: 3 clusters Score -3.226719e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -32273082.000000 Penalty: 14816.342773
	Iteration 11Q: 3 clusters Score -3.227308e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -32276406.000000 Penalty: 14816.342773
	Iteration 12Q: 3 clusters Score -3.227641e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -32277874.000000 Penalty: 14816.342773
	Iteration 13Q: 3 clusters Score -3.227787e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -32278742.000000 Penalty: 14816.342773
	Iteration 14Q: 3 clusters Score -3.227874e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176384 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -32279224.000000 Penalty: 14816.342773
	Iteration 15Q: 3 clusters Score -3.227922e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -32279500.000000 Penalty: 14816.342773
	Iteration 16Q: 3 clusters Score -3.22795e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176922 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -32279674.000000 Penalty: 14816.342773
	Iteration 17Q: 3 clusters Score -3.227967e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -32279828.000000 Penalty: 14816.342773
	Iteration 18Q: 3 clusters Score -3.227983e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -32279918.000000 Penalty: 14816.342773
	Iteration 19Q: 3 clusters Score -3.227992e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -32279972.000000 Penalty: 14816.342773
	Iteration 20F: 3 clusters Score -3.227997e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -32280014.000000 Penalty: 14816.342773
	Iteration 21Q: 3 clusters Score -3.228001e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177273 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -32280074.000000 Penalty: 14816.342773
	Iteration 22Q: 3 clusters Score -3.228007e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -32280124.000000 Penalty: 14816.342773
	Iteration 23Q: 3 clusters Score -3.228012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177370 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -32280146.000000 Penalty: 14816.342773
	Iteration 24Q: 3 clusters Score -3.228015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177406 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -32280174.000000 Penalty: 14816.342773
	Iteration 25Q: 3 clusters Score -3.228017e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -32280182.000000 Penalty: 14816.342773
	Iteration 26Q: 3 clusters Score -3.228018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -32280224.000000 Penalty: 14816.342773
	Iteration 27Q: 3 clusters Score -3.228022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177476 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -32280274.000000 Penalty: 14816.342773
	Iteration 28Q: 3 clusters Score -3.228027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -32280308.000000 Penalty: 14816.342773
	Iteration 29Q: 3 clusters Score -3.228031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177496 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -32280302.000000 Penalty: 14816.342773
	Iteration 30Q: 3 clusters Score -3.22803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177515 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -32280336.000000 Penalty: 14816.342773
	Iteration 31Q: 3 clusters Score -3.228034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177527 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -32280364.000000 Penalty: 14816.342773
	Iteration 32Q: 3 clusters Score -3.228036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177534 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -32280366.000000 Penalty: 14816.342773
	Iteration 33Q: 3 clusters Score -3.228037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177543 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -32280396.000000 Penalty: 14816.342773
	Iteration 34Q: 3 clusters Score -3.22804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -32280414.000000 Penalty: 14816.342773
	Iteration 35Q: 3 clusters Score -3.228041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -32280418.000000 Penalty: 14816.342773
	Iteration 36Q: 3 clusters Score -3.228042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -32280436.000000 Penalty: 14816.342773
	Iteration 37Q: 3 clusters Score -3.228044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177567 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -32280408.000000 Penalty: 14816.342773
	Iteration 38Q: 3 clusters Score -3.228041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -32280430.000000 Penalty: 14816.342773
	Iteration 39Q: 3 clusters Score -3.228043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -32280430.000000 Penalty: 14816.342773
	Iteration 40F: 3 clusters Score -3.228043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -32280430.000000 Penalty: 14816.342773
	Iteration 41Q: 3 clusters Score -3.228043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177580 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -32280410.000000 Penalty: 14816.342773
	Iteration 42Q: 3 clusters Score -3.228041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -32280390.000000 Penalty: 14816.342773
	Iteration 43Q: 3 clusters Score -3.228039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -32280394.000000 Penalty: 14816.342773
	Iteration 44Q: 3 clusters Score -3.228039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -32280396.000000 Penalty: 14816.342773
	Iteration 45Q: 3 clusters Score -3.22804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177585 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -32280376.000000 Penalty: 14816.342773
	Iteration 46Q: 3 clusters Score -3.228038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -32280376.000000 Penalty: 14816.342773
	Iteration 47Q: 3 clusters Score -3.228038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -32280376.000000 Penalty: 14816.342773
	Iteration 48F: 3 clusters Score -3.228038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -165817.015625 Penalty: 4303.686523
	Iteration 0F: 2 clusters Score -165817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162016.093750 Penalty: 8607.373047
	Iteration 0F: 3 clusters Score -162016.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162931.515625 Penalty: 8607.373047
	Iteration 1F: 3 clusters Score -162931.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163435.218750 Penalty: 8607.373047
	Iteration 2F: 3 clusters Score -163435.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163866.484375 Penalty: 8607.373047
	Iteration 3F: 3 clusters Score -163866.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -164345.265625 Penalty: 8607.373047
	Iteration 4Q: 3 clusters Score -164345.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164632.265625 Penalty: 8607.373047
	Iteration 5Q: 3 clusters Score -164632.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164922.312500 Penalty: 8607.373047
	Iteration 6Q: 3 clusters Score -164922.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165103.015625 Penalty: 8607.373047
	Iteration 7Q: 3 clusters Score -165103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165237.531250 Penalty: 8607.373047
	Iteration 8Q: 3 clusters Score -165237.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -165382.531250 Penalty: 8607.373047
	Iteration 9Q: 3 clusters Score -165382.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165597.218750 Penalty: 8607.373047
	Iteration 10Q: 3 clusters Score -165597.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -165761.250000 Penalty: 8607.373047
	Iteration 11Q: 3 clusters Score -165761.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165889.671875 Penalty: 8607.373047
	Iteration 12Q: 3 clusters Score -165889.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -165949.343750 Penalty: 8607.373047
	Iteration 13Q: 3 clusters Score -165949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -166006.343750 Penalty: 8607.373047
	Iteration 14Q: 3 clusters Score -166006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -166047.546875 Penalty: 8607.373047
	Iteration 15Q: 3 clusters Score -166047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166055.515625 Penalty: 8607.373047
	Iteration 16Q: 3 clusters Score -166055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166064.937500 Penalty: 8607.373047
	Iteration 17Q: 3 clusters Score -166064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -166072.109375 Penalty: 8607.373047
	Iteration 18Q: 3 clusters Score -166072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -166076.250000 Penalty: 8607.373047
	Iteration 19Q: 3 clusters Score -166076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -166076.250000 Penalty: 8607.373047
	Iteration 20F: 3 clusters Score -166076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 32746 members 
Mstep: Class 4 contains 11055 members 
Mstep: Class 5 contains 490440 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 82516 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 77018 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 61924 members 
Mstep: Class 15 contains 178970 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 62437 members 
Mstep: Class 19 contains 53193 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 38027 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 51314 members 
Mstep: Class 25 contains 35956 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 32654 members 
Mstep: Class 28 contains 4625 members 
Mstep: Class 29 contains 414 members 
Entering Unmasked Estep 
Score: -226871824.000000 Penalty: 249784.343750
Splitting cluster 16 changes total score from -226875232.000000 to -226871824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -2079883.375000 Penalty: 5728.958008
	Iteration 0F: 2 clusters Score -2079883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2068725.250000 Penalty: 11457.916016
	Iteration 0F: 3 clusters Score -2068725 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2071099.625000 Penalty: 11457.916016
	Iteration 1F: 3 clusters Score -2071100 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2071643.750000 Penalty: 11457.916016
	Iteration 2F: 3 clusters Score -2071644 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2072035.125000 Penalty: 11457.916016
	Iteration 3F: 3 clusters Score -2072035 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2072384.375000 Penalty: 11457.916016
	Iteration 4Q: 3 clusters Score -2072384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2072714.500000 Penalty: 11457.916016
	Iteration 5Q: 3 clusters Score -2072714 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2073081.000000 Penalty: 11457.916016
	Iteration 6Q: 3 clusters Score -2073081 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2073434.250000 Penalty: 11457.916016
	Iteration 7Q: 3 clusters Score -2073434 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2073770.375000 Penalty: 11457.916016
	Iteration 8Q: 3 clusters Score -2073770 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2074144.125000 Penalty: 11457.916016
	Iteration 9Q: 3 clusters Score -2074144 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2074479.750000 Penalty: 11457.916016
	Iteration 10Q: 3 clusters Score -2074480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2074671.625000 Penalty: 11457.916016
	Iteration 11Q: 3 clusters Score -2074672 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2074803.125000 Penalty: 11457.916016
	Iteration 12Q: 3 clusters Score -2074803 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2074929.125000 Penalty: 11457.916016
	Iteration 13Q: 3 clusters Score -2074929 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2075028.875000 Penalty: 11457.916016
	Iteration 14Q: 3 clusters Score -2075029 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2075095.125000 Penalty: 11457.916016
	Iteration 15Q: 3 clusters Score -2075095 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2075150.000000 Penalty: 11457.916016
	Iteration 16Q: 3 clusters Score -2075150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2075194.250000 Penalty: 11457.916016
	Iteration 17Q: 3 clusters Score -2075194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2075235.000000 Penalty: 11457.916016
	Iteration 18Q: 3 clusters Score -2075235 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2075263.375000 Penalty: 11457.916016
	Iteration 19Q: 3 clusters Score -2075263 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2075302.500000 Penalty: 11457.916016
	Iteration 20F: 3 clusters Score -2075302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2075323.500000 Penalty: 11457.916016
	Iteration 21Q: 3 clusters Score -2075324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2075353.750000 Penalty: 11457.916016
	Iteration 22Q: 3 clusters Score -2075354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2075367.375000 Penalty: 11457.916016
	Iteration 23Q: 3 clusters Score -2075367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2075385.125000 Penalty: 11457.916016
	Iteration 24Q: 3 clusters Score -2075385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2075402.250000 Penalty: 11457.916016
	Iteration 25Q: 3 clusters Score -2075402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2075415.750000 Penalty: 11457.916016
	Iteration 26Q: 3 clusters Score -2075416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2075433.875000 Penalty: 11457.916016
	Iteration 27Q: 3 clusters Score -2075434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2075440.250000 Penalty: 11457.916016
	Iteration 28Q: 3 clusters Score -2075440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2075454.375000 Penalty: 11457.916016
	Iteration 29Q: 3 clusters Score -2075454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2075458.000000 Penalty: 11457.916016
	Iteration 30Q: 3 clusters Score -2075458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2075469.750000 Penalty: 11457.916016
	Iteration 31Q: 3 clusters Score -2075470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2075472.875000 Penalty: 11457.916016
	Iteration 32Q: 3 clusters Score -2075473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2075482.625000 Penalty: 11457.916016
	Iteration 33Q: 3 clusters Score -2075483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2075479.250000 Penalty: 11457.916016
	Iteration 34Q: 3 clusters Score -2075479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2075485.875000 Penalty: 11457.916016
	Iteration 35Q: 3 clusters Score -2075486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2075486.500000 Penalty: 11457.916016
	Iteration 36Q: 3 clusters Score -2075486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2075497.375000 Penalty: 11457.916016
	Iteration 37Q: 3 clusters Score -2075497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2075498.250000 Penalty: 11457.916016
	Iteration 38Q: 3 clusters Score -2075498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2075499.500000 Penalty: 11457.916016
	Iteration 39Q: 3 clusters Score -2075500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2075500.250000 Penalty: 11457.916016
	Iteration 40F: 3 clusters Score -2075500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2075506.500000 Penalty: 11457.916016
	Iteration 41Q: 3 clusters Score -2075506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2075509.625000 Penalty: 11457.916016
	Iteration 42Q: 3 clusters Score -2075510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2075512.250000 Penalty: 11457.916016
	Iteration 43Q: 3 clusters Score -2075512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2075509.875000 Penalty: 11457.916016
	Iteration 44Q: 3 clusters Score -2075510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2075512.000000 Penalty: 11457.916016
	Iteration 45Q: 3 clusters Score -2075512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2075514.375000 Penalty: 11457.916016
	Iteration 46Q: 3 clusters Score -2075514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2075512.000000 Penalty: 11457.916016
	Iteration 47Q: 3 clusters Score -2075512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2075517.250000 Penalty: 11457.916016
	Iteration 48Q: 3 clusters Score -2075517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2075517.250000 Penalty: 11457.916016
	Iteration 49F: 3 clusters Score -2075517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Entering Unmasked Estep 
Score: -11310912.000000 Penalty: 6763.171875
	Iteration 0F: 2 clusters Score -1.131091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -11267178.000000 Penalty: 13526.343750
	Iteration 0F: 3 clusters Score -1.126718e+07 nChanged 28057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -11282222.000000 Penalty: 13526.343750
	Iteration 1F: 3 clusters Score -1.128222e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -11283016.000000 Penalty: 13526.343750
	Iteration 2Q: 3 clusters Score -1.128302e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -11283769.000000 Penalty: 13526.343750
	Iteration 3Q: 3 clusters Score -1.128377e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -11284462.000000 Penalty: 13526.343750
	Iteration 4Q: 3 clusters Score -1.128446e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -11285342.000000 Penalty: 13526.343750
	Iteration 5Q: 3 clusters Score -1.128534e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -11286209.000000 Penalty: 13526.343750
	Iteration 6Q: 3 clusters Score -1.128621e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -11287582.000000 Penalty: 13526.343750
	Iteration 7Q: 3 clusters Score -1.128758e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -11289475.000000 Penalty: 13526.343750
	Iteration 8F: 3 clusters Score -1.128948e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -11292130.000000 Penalty: 13526.343750
	Iteration 9F: 3 clusters Score -1.129213e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -11295342.000000 Penalty: 13526.343750
	Iteration 10F: 3 clusters Score -1.129534e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -11298566.000000 Penalty: 13526.343750
	Iteration 11F: 3 clusters Score -1.129857e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -11301130.000000 Penalty: 13526.343750
	Iteration 12Q: 3 clusters Score -1.130113e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -11302791.000000 Penalty: 13526.343750
	Iteration 13Q: 3 clusters Score -1.130279e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -11303682.000000 Penalty: 13526.343750
	Iteration 14Q: 3 clusters Score -1.130368e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -11304220.000000 Penalty: 13526.343750
	Iteration 15Q: 3 clusters Score -1.130422e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -11304463.000000 Penalty: 13526.343750
	Iteration 16Q: 3 clusters Score -1.130446e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -11304628.000000 Penalty: 13526.343750
	Iteration 17Q: 3 clusters Score -1.130463e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -11304724.000000 Penalty: 13526.343750
	Iteration 18Q: 3 clusters Score -1.130472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -11304804.000000 Penalty: 13526.343750
	Iteration 19Q: 3 clusters Score -1.13048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -11304816.000000 Penalty: 13526.343750
	Iteration 20F: 3 clusters Score -1.130482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -11304826.000000 Penalty: 13526.343750
	Iteration 21Q: 3 clusters Score -1.130483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -11304855.000000 Penalty: 13526.343750
	Iteration 22Q: 3 clusters Score -1.130486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -11304862.000000 Penalty: 13526.343750
	Iteration 23Q: 3 clusters Score -1.130486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -11304893.000000 Penalty: 13526.343750
	Iteration 24Q: 3 clusters Score -1.130489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -11304909.000000 Penalty: 13526.343750
	Iteration 25Q: 3 clusters Score -1.130491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -11304915.000000 Penalty: 13526.343750
	Iteration 26Q: 3 clusters Score -1.130492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -11304937.000000 Penalty: 13526.343750
	Iteration 27Q: 3 clusters Score -1.130494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -11304934.000000 Penalty: 13526.343750
	Iteration 28Q: 3 clusters Score -1.130493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -11304942.000000 Penalty: 13526.343750
	Iteration 29Q: 3 clusters Score -1.130494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -11304948.000000 Penalty: 13526.343750
	Iteration 30Q: 3 clusters Score -1.130495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -11304953.000000 Penalty: 13526.343750
	Iteration 31Q: 3 clusters Score -1.130495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -11304968.000000 Penalty: 13526.343750
	Iteration 32Q: 3 clusters Score -1.130497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -11304970.000000 Penalty: 13526.343750
	Iteration 33Q: 3 clusters Score -1.130497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -11304972.000000 Penalty: 13526.343750
	Iteration 34Q: 3 clusters Score -1.130497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -11304970.000000 Penalty: 13526.343750
	Iteration 35Q: 3 clusters Score -1.130497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -11304982.000000 Penalty: 13526.343750
	Iteration 36Q: 3 clusters Score -1.130498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -11304983.000000 Penalty: 13526.343750
	Iteration 37Q: 3 clusters Score -1.130498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -11304981.000000 Penalty: 13526.343750
	Iteration 38Q: 3 clusters Score -1.130498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -11304987.000000 Penalty: 13526.343750
	Iteration 39Q: 3 clusters Score -1.130499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -11304985.000000 Penalty: 13526.343750
	Iteration 40F: 3 clusters Score -1.130498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -11304985.000000 Penalty: 13526.343750
	Iteration 41Q: 3 clusters Score -1.130498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -11304993.000000 Penalty: 13526.343750
	Iteration 42Q: 3 clusters Score -1.130499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -11304988.000000 Penalty: 13526.343750
	Iteration 43Q: 3 clusters Score -1.130499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -11304991.000000 Penalty: 13526.343750
	Iteration 44Q: 3 clusters Score -1.130499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -11304991.000000 Penalty: 13526.343750
	Iteration 45F: 3 clusters Score -1.130499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Entering Unmasked Estep 
Score: -9612133.000000 Penalty: 6665.030273
	Iteration 0F: 2 clusters Score -9612133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -9574174.000000 Penalty: 13330.060547
	Iteration 0F: 3 clusters Score -9574174 nChanged 23593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9591445 nChanged 2542
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Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9593930 nChanged 2499
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Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9595201 nChanged 2361
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Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9596243 nChanged 2088
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Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9597193 nChanged 1815
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9597889 nChanged 1587
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Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9598530 nChanged 1375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9599032 nChanged 1304
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Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9599595 nChanged 1290
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Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9600169 nChanged 1219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9600812 nChanged 1225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9601457 nChanged 1168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9602116 nChanged 1084
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Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9602731 nChanged 1028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9603269 nChanged 909
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9603761 nChanged 807
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9604191 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9604610 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9604974 nChanged 615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9605362 nChanged 567
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9605698 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9606013 nChanged 500
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Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9606341 nChanged 502
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Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9606630 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9606908 nChanged 457
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Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -9607164.000000 Penalty: 13330.060547
	Iteration 31Q: 3 clusters Score -9607164 nChanged 379
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Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9607316 nChanged 345
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Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9607501 nChanged 304
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Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9607560 nChanged 260
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Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9607643 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9607772 nChanged 202
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Mstep: Class 1 contains 46414 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9607832 nChanged 208
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Mstep: Class 1 contains 46246 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9607888 nChanged 191
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Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9608076 nChanged 158
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Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9608128 nChanged 144
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Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9608155 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9608202 nChanged 189
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Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9608255 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9608381 nChanged 236
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Mstep: Class 1 contains 44483 members 
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	Iteration 49Q: 3 clusters Score -9608449 nChanged 236
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Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9608496 nChanged 248
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Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9608549 nChanged 230
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Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9608623 nChanged 230
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Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9608678 nChanged 223
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Mstep: Class 1 contains 43324 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9608799 nChanged 202
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Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9608830 nChanged 205
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Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9608861 nChanged 193
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Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9608909 nChanged 177
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Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9608931 nChanged 151
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Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9608946 nChanged 135
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Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9608961 nChanged 113
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9608965 nChanged 93
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Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9608987 nChanged 87
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Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9608987 nChanged 90
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Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -9609004.000000 Penalty: 13330.060547
	Iteration 65Q: 3 clusters Score -9609004 nChanged 88
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Mstep: Class 1 contains 41583 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9609035 nChanged 85
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Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9609031 nChanged 87
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Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9609026 nChanged 86
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Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9609068 nChanged 69
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Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9609089 nChanged 78
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Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9609081 nChanged 78
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Mstep: Class 1 contains 41100 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9609104 nChanged 64
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Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -9609117.000000 Penalty: 13330.060547
	Iteration 73Q: 3 clusters Score -9609117 nChanged 54
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9609119 nChanged 48
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Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9609127 nChanged 34
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	Iteration 76Q: 3 clusters Score -9609126 nChanged 30
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9609134 nChanged 23
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9609142 nChanged 21
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	Iteration 79Q: 3 clusters Score -9609152 nChanged 21
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9609150 nChanged 25
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Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9609152 nChanged 18
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9609167 nChanged 14
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	Iteration 83Q: 3 clusters Score -9609174 nChanged 14
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Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9609179 nChanged 15
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Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9609177 nChanged 13
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9609178 nChanged 8
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Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9609180 nChanged 7
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Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9609183 nChanged 7
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Score: -9609188.000000 Penalty: 13330.060547
	Iteration 89Q: 3 clusters Score -9609188 nChanged 7
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Mstep: Class 2 contains 12516 members 
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Score: -9609196.000000 Penalty: 13330.060547
	Iteration 90Q: 3 clusters Score -9609196 nChanged 11
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Mstep: Class 2 contains 12527 members 
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	Iteration 91Q: 3 clusters Score -9609193 nChanged 7
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Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9609185 nChanged 9
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Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9609193 nChanged 5
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Entering Unmasked Estep 
Score: -9609193.000000 Penalty: 13330.060547
	Iteration 94Q: 3 clusters Score -9609193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -9609185.000000 Penalty: 13330.060547
	Iteration 95Q: 3 clusters Score -9609185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -9609185.000000 Penalty: 13330.060547
	Iteration 96Q: 3 clusters Score -9609185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -9609187.000000 Penalty: 13330.060547
	Iteration 97Q: 3 clusters Score -9609187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -9609187.000000 Penalty: 13330.060547
	Iteration 98F: 3 clusters Score -9609187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -348312.281250 Penalty: 4681.339844
	Iteration 0F: 2 clusters Score -348312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -343420.812500 Penalty: 9362.679688
	Iteration 0F: 3 clusters Score -343420.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -344152.625000 Penalty: 9362.679688
	Iteration 1F: 3 clusters Score -344152.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -344611.750000 Penalty: 9362.679688
	Iteration 2F: 3 clusters Score -344611.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -345097.593750 Penalty: 9362.679688
	Iteration 3F: 3 clusters Score -345097.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -345580.656250 Penalty: 9362.679688
	Iteration 4F: 3 clusters Score -345580.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -346011.312500 Penalty: 9362.679688
	Iteration 5F: 3 clusters Score -346011.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -346226.375000 Penalty: 9362.679688
	Iteration 6Q: 3 clusters Score -346226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -346309.531250 Penalty: 9362.679688
	Iteration 7Q: 3 clusters Score -346309.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -346345.781250 Penalty: 9362.679688
	Iteration 8Q: 3 clusters Score -346345.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -346368.875000 Penalty: 9362.679688
	Iteration 9Q: 3 clusters Score -346368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -346385.312500 Penalty: 9362.679688
	Iteration 10Q: 3 clusters Score -346385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346404.875000 Penalty: 9362.679688
	Iteration 11Q: 3 clusters Score -346404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -346416.062500 Penalty: 9362.679688
	Iteration 12Q: 3 clusters Score -346416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -346424.156250 Penalty: 9362.679688
	Iteration 13Q: 3 clusters Score -346424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -346429.125000 Penalty: 9362.679688
	Iteration 14Q: 3 clusters Score -346429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -346435.687500 Penalty: 9362.679688
	Iteration 15Q: 3 clusters Score -346435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346439.187500 Penalty: 9362.679688
	Iteration 16Q: 3 clusters Score -346439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -346441.031250 Penalty: 9362.679688
	Iteration 17Q: 3 clusters Score -346441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -346443.781250 Penalty: 9362.679688
	Iteration 18Q: 3 clusters Score -346443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -346447.343750 Penalty: 9362.679688
	Iteration 19Q: 3 clusters Score -346447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -346447.343750 Penalty: 9362.679688
	Iteration 20F: 3 clusters Score -346447.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -1395825.125000 Penalty: 5507.560547
	Iteration 0F: 2 clusters Score -1395825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1386814.375000 Penalty: 11015.121094
	Iteration 0F: 3 clusters Score -1386814 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1388485.000000 Penalty: 11015.121094
	Iteration 1F: 3 clusters Score -1388485 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1388907.625000 Penalty: 11015.121094
	Iteration 2F: 3 clusters Score -1388908 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1389207.500000 Penalty: 11015.121094
	Iteration 3Q: 3 clusters Score -1389208 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1389474.500000 Penalty: 11015.121094
	Iteration 4Q: 3 clusters Score -1389474 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1389683.250000 Penalty: 11015.121094
	Iteration 5Q: 3 clusters Score -1389683 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1389845.250000 Penalty: 11015.121094
	Iteration 6Q: 3 clusters Score -1389845 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1390000.250000 Penalty: 11015.121094
	Iteration 7Q: 3 clusters Score -1390000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1390154.625000 Penalty: 11015.121094
	Iteration 8Q: 3 clusters Score -1390155 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1390271.250000 Penalty: 11015.121094
	Iteration 9Q: 3 clusters Score -1390271 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1390370.500000 Penalty: 11015.121094
	Iteration 10Q: 3 clusters Score -1390370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1390457.125000 Penalty: 11015.121094
	Iteration 11Q: 3 clusters Score -1390457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1390545.625000 Penalty: 11015.121094
	Iteration 12Q: 3 clusters Score -1390546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1390617.000000 Penalty: 11015.121094
	Iteration 13Q: 3 clusters Score -1390617 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1390685.250000 Penalty: 11015.121094
	Iteration 14Q: 3 clusters Score -1390685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1390756.000000 Penalty: 11015.121094
	Iteration 15Q: 3 clusters Score -1390756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1390822.000000 Penalty: 11015.121094
	Iteration 16Q: 3 clusters Score -1390822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1390876.625000 Penalty: 11015.121094
	Iteration 17Q: 3 clusters Score -1390877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1390924.250000 Penalty: 11015.121094
	Iteration 18Q: 3 clusters Score -1390924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1390969.750000 Penalty: 11015.121094
	Iteration 19Q: 3 clusters Score -1390970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1391019.750000 Penalty: 11015.121094
	Iteration 20F: 3 clusters Score -1391020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1391063.625000 Penalty: 11015.121094
	Iteration 21Q: 3 clusters Score -1391064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1391111.500000 Penalty: 11015.121094
	Iteration 22Q: 3 clusters Score -1391112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1391158.375000 Penalty: 11015.121094
	Iteration 23Q: 3 clusters Score -1391158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1391194.375000 Penalty: 11015.121094
	Iteration 24Q: 3 clusters Score -1391194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1391225.250000 Penalty: 11015.121094
	Iteration 25Q: 3 clusters Score -1391225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1391252.125000 Penalty: 11015.121094
	Iteration 26Q: 3 clusters Score -1391252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1391278.250000 Penalty: 11015.121094
	Iteration 27Q: 3 clusters Score -1391278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1391302.000000 Penalty: 11015.121094
	Iteration 28Q: 3 clusters Score -1391302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1391323.125000 Penalty: 11015.121094
	Iteration 29Q: 3 clusters Score -1391323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1391351.125000 Penalty: 11015.121094
	Iteration 30Q: 3 clusters Score -1391351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1391373.750000 Penalty: 11015.121094
	Iteration 31Q: 3 clusters Score -1391374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1391400.625000 Penalty: 11015.121094
	Iteration 32Q: 3 clusters Score -1391401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1391431.875000 Penalty: 11015.121094
	Iteration 33Q: 3 clusters Score -1391432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1391453.875000 Penalty: 11015.121094
	Iteration 34Q: 3 clusters Score -1391454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1391474.250000 Penalty: 11015.121094
	Iteration 35Q: 3 clusters Score -1391474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1391494.875000 Penalty: 11015.121094
	Iteration 36Q: 3 clusters Score -1391495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1391514.500000 Penalty: 11015.121094
	Iteration 37Q: 3 clusters Score -1391514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1391526.250000 Penalty: 11015.121094
	Iteration 38Q: 3 clusters Score -1391526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1391539.375000 Penalty: 11015.121094
	Iteration 39Q: 3 clusters Score -1391539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1391551.125000 Penalty: 11015.121094
	Iteration 40F: 3 clusters Score -1391551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1391565.375000 Penalty: 11015.121094
	Iteration 41Q: 3 clusters Score -1391565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1391574.375000 Penalty: 11015.121094
	Iteration 42Q: 3 clusters Score -1391574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1391585.000000 Penalty: 11015.121094
	Iteration 43Q: 3 clusters Score -1391585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1391601.500000 Penalty: 11015.121094
	Iteration 44Q: 3 clusters Score -1391602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1391611.500000 Penalty: 11015.121094
	Iteration 45Q: 3 clusters Score -1391612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1391617.375000 Penalty: 11015.121094
	Iteration 46Q: 3 clusters Score -1391617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1391622.375000 Penalty: 11015.121094
	Iteration 47Q: 3 clusters Score -1391622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1391631.125000 Penalty: 11015.121094
	Iteration 48Q: 3 clusters Score -1391631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1391637.500000 Penalty: 11015.121094
	Iteration 49Q: 3 clusters Score -1391638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1391645.500000 Penalty: 11015.121094
	Iteration 50Q: 3 clusters Score -1391646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1391650.250000 Penalty: 11015.121094
	Iteration 51Q: 3 clusters Score -1391650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1391651.625000 Penalty: 11015.121094
	Iteration 52Q: 3 clusters Score -1391652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1391655.750000 Penalty: 11015.121094
	Iteration 53Q: 3 clusters Score -1391656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1391660.375000 Penalty: 11015.121094
	Iteration 54Q: 3 clusters Score -1391660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1391666.625000 Penalty: 11015.121094
	Iteration 55Q: 3 clusters Score -1391667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1391670.250000 Penalty: 11015.121094
	Iteration 56Q: 3 clusters Score -1391670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1391673.500000 Penalty: 11015.121094
	Iteration 57Q: 3 clusters Score -1391674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1391674.375000 Penalty: 11015.121094
	Iteration 58Q: 3 clusters Score -1391674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1391675.500000 Penalty: 11015.121094
	Iteration 59Q: 3 clusters Score -1391676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1391678.750000 Penalty: 11015.121094
	Iteration 60F: 3 clusters Score -1391679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1391684.750000 Penalty: 11015.121094
	Iteration 61Q: 3 clusters Score -1391685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1391686.000000 Penalty: 11015.121094
	Iteration 62Q: 3 clusters Score -1391686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1391686.875000 Penalty: 11015.121094
	Iteration 63Q: 3 clusters Score -1391687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1391688.375000 Penalty: 11015.121094
	Iteration 64Q: 3 clusters Score -1391688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1391688.500000 Penalty: 11015.121094
	Iteration 65Q: 3 clusters Score -1391688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1391688.750000 Penalty: 11015.121094
	Iteration 66Q: 3 clusters Score -1391689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1391689.875000 Penalty: 11015.121094
	Iteration 67Q: 3 clusters Score -1391690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1391692.125000 Penalty: 11015.121094
	Iteration 68Q: 3 clusters Score -1391692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1391692.875000 Penalty: 11015.121094
	Iteration 69Q: 3 clusters Score -1391693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1391695.125000 Penalty: 11015.121094
	Iteration 70Q: 3 clusters Score -1391695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1391697.875000 Penalty: 11015.121094
	Iteration 71Q: 3 clusters Score -1391698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1391698.500000 Penalty: 11015.121094
	Iteration 72Q: 3 clusters Score -1391698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1391699.875000 Penalty: 11015.121094
	Iteration 73Q: 3 clusters Score -1391700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1391699.875000 Penalty: 11015.121094
	Iteration 74F: 3 clusters Score -1391700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Entering Unmasked Estep 
Score: -6761340.500000 Penalty: 6459.457031
	Iteration 0F: 2 clusters Score -6761340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -6733240.000000 Penalty: 12918.914062
	Iteration 0F: 3 clusters Score -6733240 nChanged 16456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -6742197.000000 Penalty: 12918.914062
	Iteration 1F: 3 clusters Score -6742197 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -6743071.500000 Penalty: 12918.914062
	Iteration 2F: 3 clusters Score -6743072 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -6743812.000000 Penalty: 12918.914062
	Iteration 3Q: 3 clusters Score -6743812 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -6744421.500000 Penalty: 12918.914062
	Iteration 4Q: 3 clusters Score -6744422 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -6744991.500000 Penalty: 12918.914062
	Iteration 5Q: 3 clusters Score -6744992 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -6745471.000000 Penalty: 12918.914062
	Iteration 6Q: 3 clusters Score -6745471 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -6745916.500000 Penalty: 12918.914062
	Iteration 7Q: 3 clusters Score -6745916 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -6746319.000000 Penalty: 12918.914062
	Iteration 8Q: 3 clusters Score -6746319 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -6746705.000000 Penalty: 12918.914062
	Iteration 9Q: 3 clusters Score -6746705 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -6747056.000000 Penalty: 12918.914062
	Iteration 10Q: 3 clusters Score -6747056 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -6747444.500000 Penalty: 12918.914062
	Iteration 11Q: 3 clusters Score -6747444 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6747830.500000 Penalty: 12918.914062
	Iteration 12Q: 3 clusters Score -6747830 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -6748154.000000 Penalty: 12918.914062
	Iteration 13Q: 3 clusters Score -6748154 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6748442.000000 Penalty: 12918.914062
	Iteration 14Q: 3 clusters Score -6748442 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -6748731.500000 Penalty: 12918.914062
	Iteration 15Q: 3 clusters Score -6748732 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6748975.500000 Penalty: 12918.914062
	Iteration 16Q: 3 clusters Score -6748976 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6749164.000000 Penalty: 12918.914062
	Iteration 17Q: 3 clusters Score -6749164 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -6749342.500000 Penalty: 12918.914062
	Iteration 18Q: 3 clusters Score -6749342 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -6749463.000000 Penalty: 12918.914062
	Iteration 19Q: 3 clusters Score -6749463 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -6749559.000000 Penalty: 12918.914062
	Iteration 20F: 3 clusters Score -6749559 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6749615.000000 Penalty: 12918.914062
	Iteration 21Q: 3 clusters Score -6749615 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6749713.000000 Penalty: 12918.914062
	Iteration 22Q: 3 clusters Score -6749713 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6749765.000000 Penalty: 12918.914062
	Iteration 23Q: 3 clusters Score -6749765 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -6749825.000000 Penalty: 12918.914062
	Iteration 24Q: 3 clusters Score -6749825 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -6749934.000000 Penalty: 12918.914062
	Iteration 25Q: 3 clusters Score -6749934 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -6749990.000000 Penalty: 12918.914062
	Iteration 26Q: 3 clusters Score -6749990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6750048.000000 Penalty: 12918.914062
	Iteration 27Q: 3 clusters Score -6750048 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6750089.000000 Penalty: 12918.914062
	Iteration 28Q: 3 clusters Score -6750089 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -6750159.000000 Penalty: 12918.914062
	Iteration 29Q: 3 clusters Score -6750159 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6750224.500000 Penalty: 12918.914062
	Iteration 30Q: 3 clusters Score -6750224 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -6750291.500000 Penalty: 12918.914062
	Iteration 31Q: 3 clusters Score -6750292 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -6750330.000000 Penalty: 12918.914062
	Iteration 32Q: 3 clusters Score -6750330 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -6750381.000000 Penalty: 12918.914062
	Iteration 33Q: 3 clusters Score -6750381 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -6750468.500000 Penalty: 12918.914062
	Iteration 34Q: 3 clusters Score -6750468 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -6750584.000000 Penalty: 12918.914062
	Iteration 35Q: 3 clusters Score -6750584 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -6750680.500000 Penalty: 12918.914062
	Iteration 36Q: 3 clusters Score -6750680 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6750752.500000 Penalty: 12918.914062
	Iteration 37Q: 3 clusters Score -6750752 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -6750846.000000 Penalty: 12918.914062
	Iteration 38Q: 3 clusters Score -6750846 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -6750972.500000 Penalty: 12918.914062
	Iteration 39Q: 3 clusters Score -6750972 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -6751122.500000 Penalty: 12918.914062
	Iteration 40F: 3 clusters Score -6751122 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -6751273.000000 Penalty: 12918.914062
	Iteration 41Q: 3 clusters Score -6751273 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -6751442.500000 Penalty: 12918.914062
	Iteration 42Q: 3 clusters Score -6751442 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6751659.500000 Penalty: 12918.914062
	Iteration 43Q: 3 clusters Score -6751660 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -6751824.500000 Penalty: 12918.914062
	Iteration 44Q: 3 clusters Score -6751824 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -6752082.500000 Penalty: 12918.914062
	Iteration 45Q: 3 clusters Score -6752082 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -6752376.500000 Penalty: 12918.914062
	Iteration 46Q: 3 clusters Score -6752376 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -6752656.500000 Penalty: 12918.914062
	Iteration 47Q: 3 clusters Score -6752656 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -6752874.000000 Penalty: 12918.914062
	Iteration 48Q: 3 clusters Score -6752874 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6753118.500000 Penalty: 12918.914062
	Iteration 49Q: 3 clusters Score -6753118 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -6753335.000000 Penalty: 12918.914062
	Iteration 50Q: 3 clusters Score -6753335 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -6753613.000000 Penalty: 12918.914062
	Iteration 51Q: 3 clusters Score -6753613 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6753881.500000 Penalty: 12918.914062
	Iteration 52Q: 3 clusters Score -6753882 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -6754119.500000 Penalty: 12918.914062
	Iteration 53Q: 3 clusters Score -6754120 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -6754331.500000 Penalty: 12918.914062
	Iteration 54Q: 3 clusters Score -6754332 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -6754547.500000 Penalty: 12918.914062
	Iteration 55Q: 3 clusters Score -6754548 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6754780.500000 Penalty: 12918.914062
	Iteration 56Q: 3 clusters Score -6754780 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6755030.500000 Penalty: 12918.914062
	Iteration 57Q: 3 clusters Score -6755030 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6755219.000000 Penalty: 12918.914062
	Iteration 58Q: 3 clusters Score -6755219 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6755361.500000 Penalty: 12918.914062
	Iteration 59Q: 3 clusters Score -6755362 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6755447.000000 Penalty: 12918.914062
	Iteration 60F: 3 clusters Score -6755447 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6755521.000000 Penalty: 12918.914062
	Iteration 61Q: 3 clusters Score -6755521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6755574.500000 Penalty: 12918.914062
	Iteration 62Q: 3 clusters Score -6755574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6755597.000000 Penalty: 12918.914062
	Iteration 63Q: 3 clusters Score -6755597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6755642.500000 Penalty: 12918.914062
	Iteration 64Q: 3 clusters Score -6755642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6755662.500000 Penalty: 12918.914062
	Iteration 65Q: 3 clusters Score -6755662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6755681.500000 Penalty: 12918.914062
	Iteration 66Q: 3 clusters Score -6755682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6755706.000000 Penalty: 12918.914062
	Iteration 67Q: 3 clusters Score -6755706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6755728.000000 Penalty: 12918.914062
	Iteration 68Q: 3 clusters Score -6755728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6755732.000000 Penalty: 12918.914062
	Iteration 69Q: 3 clusters Score -6755732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6755761.500000 Penalty: 12918.914062
	Iteration 70Q: 3 clusters Score -6755762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6755785.000000 Penalty: 12918.914062
	Iteration 71Q: 3 clusters Score -6755785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6755797.500000 Penalty: 12918.914062
	Iteration 72Q: 3 clusters Score -6755798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6755811.000000 Penalty: 12918.914062
	Iteration 73Q: 3 clusters Score -6755811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6755816.500000 Penalty: 12918.914062
	Iteration 74Q: 3 clusters Score -6755816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6755815.000000 Penalty: 12918.914062
	Iteration 75Q: 3 clusters Score -6755815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6755823.500000 Penalty: 12918.914062
	Iteration 76Q: 3 clusters Score -6755824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6755831.000000 Penalty: 12918.914062
	Iteration 77Q: 3 clusters Score -6755831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6755826.000000 Penalty: 12918.914062
	Iteration 78Q: 3 clusters Score -6755826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6755825.500000 Penalty: 12918.914062
	Iteration 79Q: 3 clusters Score -6755826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6755823.000000 Penalty: 12918.914062
	Iteration 80F: 3 clusters Score -6755823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6755839.500000 Penalty: 12918.914062
	Iteration 81Q: 3 clusters Score -6755840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6755853.500000 Penalty: 12918.914062
	Iteration 82Q: 3 clusters Score -6755854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6755847.000000 Penalty: 12918.914062
	Iteration 83Q: 3 clusters Score -6755847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6755857.000000 Penalty: 12918.914062
	Iteration 84Q: 3 clusters Score -6755857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6755852.000000 Penalty: 12918.914062
	Iteration 85Q: 3 clusters Score -6755852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6755842.000000 Penalty: 12918.914062
	Iteration 86Q: 3 clusters Score -6755842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6755844.000000 Penalty: 12918.914062
	Iteration 87Q: 3 clusters Score -6755844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6755842.000000 Penalty: 12918.914062
	Iteration 88Q: 3 clusters Score -6755842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6755849.000000 Penalty: 12918.914062
	Iteration 89Q: 3 clusters Score -6755849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6755845.500000 Penalty: 12918.914062
	Iteration 90Q: 3 clusters Score -6755846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6755843.500000 Penalty: 12918.914062
	Iteration 91Q: 3 clusters Score -6755844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6755845.000000 Penalty: 12918.914062
	Iteration 92Q: 3 clusters Score -6755845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6755850.500000 Penalty: 12918.914062
	Iteration 93Q: 3 clusters Score -6755850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6755850.500000 Penalty: 12918.914062
	Iteration 94F: 3 clusters Score -6755850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -89433.218750 Penalty: 3890.985352
	Iteration 0F: 2 clusters Score -89433.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85963.984375 Penalty: 7781.970703
	Iteration 0F: 3 clusters Score -85963.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86273.609375 Penalty: 7781.970703
	Iteration 1F: 3 clusters Score -86273.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -86538.507812 Penalty: 7781.970703
	Iteration 2F: 3 clusters Score -86538.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -86962.015625 Penalty: 7781.970703
	Iteration 3Q: 3 clusters Score -86962.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -87319.953125 Penalty: 7781.970703
	Iteration 4Q: 3 clusters Score -87319.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -87811.531250 Penalty: 7781.970703
	Iteration 5F: 3 clusters Score -87811.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88006.195312 Penalty: 7781.970703
	Iteration 6F: 3 clusters Score -88006.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -88130.632812 Penalty: 7781.970703
	Iteration 7Q: 3 clusters Score -88130.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -88173.960938 Penalty: 7781.970703
	Iteration 8Q: 3 clusters Score -88173.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -88191.085938 Penalty: 7781.970703
	Iteration 9Q: 3 clusters Score -88191.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -88237.078125 Penalty: 7781.970703
	Iteration 10Q: 3 clusters Score -88237.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -88251.054688 Penalty: 7781.970703
	Iteration 11Q: 3 clusters Score -88251.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -88251.054688 Penalty: 7781.970703
	Iteration 12F: 3 clusters Score -88251.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Entering Unmasked Estep 
Score: -9339076.000000 Penalty: 6643.002930
	Iteration 0F: 2 clusters Score -9339076 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 25746 members 
Entering Unmasked Estep 
Score: -9302637.000000 Penalty: 13286.005859
	Iteration 0F: 3 clusters Score -9302637 nChanged 22504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -9314522.000000 Penalty: 13286.005859
	Iteration 1F: 3 clusters Score -9314522 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -9315411.000000 Penalty: 13286.005859
	Iteration 2F: 3 clusters Score -9315411 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -9316085.000000 Penalty: 13286.005859
	Iteration 3Q: 3 clusters Score -9316085 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -9316629.000000 Penalty: 13286.005859
	Iteration 4Q: 3 clusters Score -9316629 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -9317105.000000 Penalty: 13286.005859
	Iteration 5Q: 3 clusters Score -9317105 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -9317534.000000 Penalty: 13286.005859
	Iteration 6Q: 3 clusters Score -9317534 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -9317911.000000 Penalty: 13286.005859
	Iteration 7Q: 3 clusters Score -9317911 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -9318280.000000 Penalty: 13286.005859
	Iteration 8Q: 3 clusters Score -9318280 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -9318730.000000 Penalty: 13286.005859
	Iteration 9Q: 3 clusters Score -9318730 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -9319316.000000 Penalty: 13286.005859
	Iteration 10Q: 3 clusters Score -9319316 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -9320035.000000 Penalty: 13286.005859
	Iteration 11Q: 3 clusters Score -9320035 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -9320910.000000 Penalty: 13286.005859
	Iteration 12Q: 3 clusters Score -9320910 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -9322041.000000 Penalty: 13286.005859
	Iteration 13Q: 3 clusters Score -9322041 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -9323247.000000 Penalty: 13286.005859
	Iteration 14Q: 3 clusters Score -9323247 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -9324527.000000 Penalty: 13286.005859
	Iteration 15Q: 3 clusters Score -9324527 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -9325690.000000 Penalty: 13286.005859
	Iteration 16Q: 3 clusters Score -9325690 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -9326687.000000 Penalty: 13286.005859
	Iteration 17Q: 3 clusters Score -9326687 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -9327498.000000 Penalty: 13286.005859
	Iteration 18Q: 3 clusters Score -9327498 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -9328125.000000 Penalty: 13286.005859
	Iteration 19Q: 3 clusters Score -9328125 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -9328625.000000 Penalty: 13286.005859
	Iteration 20F: 3 clusters Score -9328625 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -9329045.000000 Penalty: 13286.005859
	Iteration 21Q: 3 clusters Score -9329045 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -9329367.000000 Penalty: 13286.005859
	Iteration 22Q: 3 clusters Score -9329367 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -9329704.000000 Penalty: 13286.005859
	Iteration 23Q: 3 clusters Score -9329704 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -9330051.000000 Penalty: 13286.005859
	Iteration 24Q: 3 clusters Score -9330051 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -9330384.000000 Penalty: 13286.005859
	Iteration 25Q: 3 clusters Score -9330384 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -9330706.000000 Penalty: 13286.005859
	Iteration 26Q: 3 clusters Score -9330706 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -9331039.000000 Penalty: 13286.005859
	Iteration 27Q: 3 clusters Score -9331039 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -9331353.000000 Penalty: 13286.005859
	Iteration 28Q: 3 clusters Score -9331353 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -9331611.000000 Penalty: 13286.005859
	Iteration 29Q: 3 clusters Score -9331611 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -9331879.000000 Penalty: 13286.005859
	Iteration 30Q: 3 clusters Score -9331879 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -9332113.000000 Penalty: 13286.005859
	Iteration 31Q: 3 clusters Score -9332113 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -9332320.000000 Penalty: 13286.005859
	Iteration 32Q: 3 clusters Score -9332320 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -9332434.000000 Penalty: 13286.005859
	Iteration 33Q: 3 clusters Score -9332434 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -9332589.000000 Penalty: 13286.005859
	Iteration 34Q: 3 clusters Score -9332589 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -9332711.000000 Penalty: 13286.005859
	Iteration 35Q: 3 clusters Score -9332711 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -9332791.000000 Penalty: 13286.005859
	Iteration 36Q: 3 clusters Score -9332791 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -9332868.000000 Penalty: 13286.005859
	Iteration 37Q: 3 clusters Score -9332868 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -9332952.000000 Penalty: 13286.005859
	Iteration 38Q: 3 clusters Score -9332952 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9332971.000000 Penalty: 13286.005859
	Iteration 39Q: 3 clusters Score -9332971 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -9333028.000000 Penalty: 13286.005859
	Iteration 40F: 3 clusters Score -9333028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9333086.000000 Penalty: 13286.005859
	Iteration 41Q: 3 clusters Score -9333086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -9333114.000000 Penalty: 13286.005859
	Iteration 42Q: 3 clusters Score -9333114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -9333175.000000 Penalty: 13286.005859
	Iteration 43Q: 3 clusters Score -9333175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -9333215.000000 Penalty: 13286.005859
	Iteration 44Q: 3 clusters Score -9333215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -9333241.000000 Penalty: 13286.005859
	Iteration 45Q: 3 clusters Score -9333241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -9333258.000000 Penalty: 13286.005859
	Iteration 46Q: 3 clusters Score -9333258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -9333274.000000 Penalty: 13286.005859
	Iteration 47Q: 3 clusters Score -9333274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -9333296.000000 Penalty: 13286.005859
	Iteration 48Q: 3 clusters Score -9333296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -9333304.000000 Penalty: 13286.005859
	Iteration 49Q: 3 clusters Score -9333304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9333333.000000 Penalty: 13286.005859
	Iteration 50Q: 3 clusters Score -9333333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -9333343.000000 Penalty: 13286.005859
	Iteration 51Q: 3 clusters Score -9333343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9333369.000000 Penalty: 13286.005859
	Iteration 52Q: 3 clusters Score -9333369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -9333384.000000 Penalty: 13286.005859
	Iteration 53Q: 3 clusters Score -9333384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -9333395.000000 Penalty: 13286.005859
	Iteration 54Q: 3 clusters Score -9333395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -9333389.000000 Penalty: 13286.005859
	Iteration 55Q: 3 clusters Score -9333389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9333398.000000 Penalty: 13286.005859
	Iteration 56Q: 3 clusters Score -9333398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -9333404.000000 Penalty: 13286.005859
	Iteration 57Q: 3 clusters Score -9333404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9333426.000000 Penalty: 13286.005859
	Iteration 58Q: 3 clusters Score -9333426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -9333438.000000 Penalty: 13286.005859
	Iteration 59Q: 3 clusters Score -9333438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9333444.000000 Penalty: 13286.005859
	Iteration 60F: 3 clusters Score -9333444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -9333463.000000 Penalty: 13286.005859
	Iteration 61Q: 3 clusters Score -9333463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -9333465.000000 Penalty: 13286.005859
	Iteration 62Q: 3 clusters Score -9333465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -9333465.000000 Penalty: 13286.005859
	Iteration 63Q: 3 clusters Score -9333465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -9333476.000000 Penalty: 13286.005859
	Iteration 64Q: 3 clusters Score -9333476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 13286.005859
	Iteration 65Q: 3 clusters Score -9333477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -9333468.000000 Penalty: 13286.005859
	Iteration 66Q: 3 clusters Score -9333468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -9333472.000000 Penalty: 13286.005859
	Iteration 67Q: 3 clusters Score -9333472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -9333479.000000 Penalty: 13286.005859
	Iteration 68Q: 3 clusters Score -9333479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -9333499.000000 Penalty: 13286.005859
	Iteration 69Q: 3 clusters Score -9333499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9333493.000000 Penalty: 13286.005859
	Iteration 70Q: 3 clusters Score -9333493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -9333499.000000 Penalty: 13286.005859
	Iteration 71Q: 3 clusters Score -9333499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -9333513.000000 Penalty: 13286.005859
	Iteration 72Q: 3 clusters Score -9333513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -9333518.000000 Penalty: 13286.005859
	Iteration 73Q: 3 clusters Score -9333518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -9333523.000000 Penalty: 13286.005859
	Iteration 74Q: 3 clusters Score -9333523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -9333514.000000 Penalty: 13286.005859
	Iteration 75Q: 3 clusters Score -9333514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9333524.000000 Penalty: 13286.005859
	Iteration 76Q: 3 clusters Score -9333524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9333526.000000 Penalty: 13286.005859
	Iteration 77Q: 3 clusters Score -9333526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -9333526.000000 Penalty: 13286.005859
	Iteration 78Q: 3 clusters Score -9333526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -9333532.000000 Penalty: 13286.005859
	Iteration 79Q: 3 clusters Score -9333532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9333532.000000 Penalty: 13286.005859
	Iteration 80F: 3 clusters Score -9333532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -9333527.000000 Penalty: 13286.005859
	Iteration 81Q: 3 clusters Score -9333527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -9333531.000000 Penalty: 13286.005859
	Iteration 82Q: 3 clusters Score -9333531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -9333534.000000 Penalty: 13286.005859
	Iteration 83Q: 3 clusters Score -9333534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -9333543.000000 Penalty: 13286.005859
	Iteration 84Q: 3 clusters Score -9333543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9333554.000000 Penalty: 13286.005859
	Iteration 85Q: 3 clusters Score -9333554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -9333541.000000 Penalty: 13286.005859
	Iteration 86Q: 3 clusters Score -9333541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -9333546.000000 Penalty: 13286.005859
	Iteration 87Q: 3 clusters Score -9333546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -9333552.000000 Penalty: 13286.005859
	Iteration 88Q: 3 clusters Score -9333552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -9333552.000000 Penalty: 13286.005859
	Iteration 89Q: 3 clusters Score -9333552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -9333552.000000 Penalty: 13286.005859
	Iteration 90Q: 3 clusters Score -9333552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -9333551.000000 Penalty: 13286.005859
	Iteration 91Q: 3 clusters Score -9333551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -9333543.000000 Penalty: 13286.005859
	Iteration 92Q: 3 clusters Score -9333543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -9333551.000000 Penalty: 13286.005859
	Iteration 93Q: 3 clusters Score -9333551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -9333565.000000 Penalty: 13286.005859
	Iteration 94Q: 3 clusters Score -9333565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -9333563.000000 Penalty: 13286.005859
	Iteration 95Q: 3 clusters Score -9333563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -9333557.000000 Penalty: 13286.005859
	Iteration 96Q: 3 clusters Score -9333557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9333554.000000 Penalty: 13286.005859
	Iteration 97Q: 3 clusters Score -9333554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9333554.000000 Penalty: 13286.005859
	Iteration 98F: 3 clusters Score -9333554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Entering Unmasked Estep 
Score: -6478148.500000 Penalty: 6425.156250
	Iteration 0F: 2 clusters Score -6478148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -6451504.000000 Penalty: 12850.312500
	Iteration 0F: 3 clusters Score -6451504 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -6459678.500000 Penalty: 12850.312500
	Iteration 1F: 3 clusters Score -6459678 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -6460479.000000 Penalty: 12850.312500
	Iteration 2F: 3 clusters Score -6460479 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -6461125.500000 Penalty: 12850.312500
	Iteration 3Q: 3 clusters Score -6461126 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -6461702.000000 Penalty: 12850.312500
	Iteration 4Q: 3 clusters Score -6461702 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -6462223.500000 Penalty: 12850.312500
	Iteration 5Q: 3 clusters Score -6462224 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -6462745.500000 Penalty: 12850.312500
	Iteration 6Q: 3 clusters Score -6462746 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -6463361.500000 Penalty: 12850.312500
	Iteration 7Q: 3 clusters Score -6463362 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -6464156.500000 Penalty: 12850.312500
	Iteration 8Q: 3 clusters Score -6464156 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -6465100.500000 Penalty: 12850.312500
	Iteration 9Q: 3 clusters Score -6465100 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -6466432.000000 Penalty: 12850.312500
	Iteration 10F: 3 clusters Score -6466432 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6467945.500000 Penalty: 12850.312500
	Iteration 11F: 3 clusters Score -6467946 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6469236.000000 Penalty: 12850.312500
	Iteration 12F: 3 clusters Score -6469236 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6470074.000000 Penalty: 12850.312500
	Iteration 13Q: 3 clusters Score -6470074 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -6470591.000000 Penalty: 12850.312500
	Iteration 14Q: 3 clusters Score -6470591 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6470958.500000 Penalty: 12850.312500
	Iteration 15Q: 3 clusters Score -6470958 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6471251.000000 Penalty: 12850.312500
	Iteration 16Q: 3 clusters Score -6471251 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6471474.000000 Penalty: 12850.312500
	Iteration 17Q: 3 clusters Score -6471474 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6471699.500000 Penalty: 12850.312500
	Iteration 18Q: 3 clusters Score -6471700 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -6471881.500000 Penalty: 12850.312500
	Iteration 19Q: 3 clusters Score -6471882 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -6472039.000000 Penalty: 12850.312500
	Iteration 20F: 3 clusters Score -6472039 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -6472178.000000 Penalty: 12850.312500
	Iteration 21Q: 3 clusters Score -6472178 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -6472245.000000 Penalty: 12850.312500
	Iteration 22Q: 3 clusters Score -6472245 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6472345.000000 Penalty: 12850.312500
	Iteration 23Q: 3 clusters Score -6472345 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6472376.000000 Penalty: 12850.312500
	Iteration 24Q: 3 clusters Score -6472376 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6472440.000000 Penalty: 12850.312500
	Iteration 25Q: 3 clusters Score -6472440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -6472498.500000 Penalty: 12850.312500
	Iteration 26Q: 3 clusters Score -6472498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -6472529.000000 Penalty: 12850.312500
	Iteration 27Q: 3 clusters Score -6472529 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -6472543.500000 Penalty: 12850.312500
	Iteration 28Q: 3 clusters Score -6472544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -6472560.500000 Penalty: 12850.312500
	Iteration 29Q: 3 clusters Score -6472560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -6472567.500000 Penalty: 12850.312500
	Iteration 30Q: 3 clusters Score -6472568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -6472586.500000 Penalty: 12850.312500
	Iteration 31Q: 3 clusters Score -6472586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6472597.000000 Penalty: 12850.312500
	Iteration 32Q: 3 clusters Score -6472597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6472609.500000 Penalty: 12850.312500
	Iteration 33Q: 3 clusters Score -6472610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -6472640.000000 Penalty: 12850.312500
	Iteration 34Q: 3 clusters Score -6472640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -6472643.500000 Penalty: 12850.312500
	Iteration 35Q: 3 clusters Score -6472644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6472643.500000 Penalty: 12850.312500
	Iteration 36Q: 3 clusters Score -6472644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -6472649.000000 Penalty: 12850.312500
	Iteration 37Q: 3 clusters Score -6472649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6472647.000000 Penalty: 12850.312500
	Iteration 38Q: 3 clusters Score -6472647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -6472644.000000 Penalty: 12850.312500
	Iteration 39Q: 3 clusters Score -6472644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6472649.000000 Penalty: 12850.312500
	Iteration 40F: 3 clusters Score -6472649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -6472658.000000 Penalty: 12850.312500
	Iteration 41Q: 3 clusters Score -6472658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6472661.000000 Penalty: 12850.312500
	Iteration 42Q: 3 clusters Score -6472661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6472647.500000 Penalty: 12850.312500
	Iteration 43Q: 3 clusters Score -6472648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -6472664.500000 Penalty: 12850.312500
	Iteration 44Q: 3 clusters Score -6472664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -6472653.000000 Penalty: 12850.312500
	Iteration 45Q: 3 clusters Score -6472653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -6472654.000000 Penalty: 12850.312500
	Iteration 46Q: 3 clusters Score -6472654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -6472664.500000 Penalty: 12850.312500
	Iteration 47Q: 3 clusters Score -6472664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -6472672.500000 Penalty: 12850.312500
	Iteration 48Q: 3 clusters Score -6472672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -6472660.500000 Penalty: 12850.312500
	Iteration 49Q: 3 clusters Score -6472660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6472665.500000 Penalty: 12850.312500
	Iteration 50Q: 3 clusters Score -6472666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -6472663.000000 Penalty: 12850.312500
	Iteration 51Q: 3 clusters Score -6472663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -6472661.000000 Penalty: 12850.312500
	Iteration 52Q: 3 clusters Score -6472661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -6472655.500000 Penalty: 12850.312500
	Iteration 53Q: 3 clusters Score -6472656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -6472660.000000 Penalty: 12850.312500
	Iteration 54Q: 3 clusters Score -6472660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -6472660.000000 Penalty: 12850.312500
	Iteration 55F: 3 clusters Score -6472660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -111574.625000 Penalty: 4002.835205
	Iteration 0F: 2 clusters Score -111574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107857.710938 Penalty: 8005.670410
	Iteration 0F: 3 clusters Score -107857.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108146.007812 Penalty: 8005.670410
	Iteration 1F: 3 clusters Score -108146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108289.101562 Penalty: 8005.670410
	Iteration 2Q: 3 clusters Score -108289.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108368.078125 Penalty: 8005.670410
	Iteration 3Q: 3 clusters Score -108368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -108420.585938 Penalty: 8005.670410
	Iteration 4Q: 3 clusters Score -108420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108498.703125 Penalty: 8005.670410
	Iteration 5Q: 3 clusters Score -108498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108682.156250 Penalty: 8005.670410
	Iteration 6Q: 3 clusters Score -108682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -108930.164062 Penalty: 8005.670410
	Iteration 7Q: 3 clusters Score -108930.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109112.445312 Penalty: 8005.670410
	Iteration 8Q: 3 clusters Score -109112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -109186.351562 Penalty: 8005.670410
	Iteration 9Q: 3 clusters Score -109186.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -109229.335938 Penalty: 8005.670410
	Iteration 10Q: 3 clusters Score -109229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109254.281250 Penalty: 8005.670410
	Iteration 11Q: 3 clusters Score -109254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109277.500000 Penalty: 8005.670410
	Iteration 12Q: 3 clusters Score -109277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109305.984375 Penalty: 8005.670410
	Iteration 13Q: 3 clusters Score -109306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109329.500000 Penalty: 8005.670410
	Iteration 14Q: 3 clusters Score -109329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -109340.320312 Penalty: 8005.670410
	Iteration 15Q: 3 clusters Score -109340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -109354.617188 Penalty: 8005.670410
	Iteration 16Q: 3 clusters Score -109354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -109360.789062 Penalty: 8005.670410
	Iteration 17Q: 3 clusters Score -109360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109366.085938 Penalty: 8005.670410
	Iteration 18Q: 3 clusters Score -109366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109371.085938 Penalty: 8005.670410
	Iteration 19Q: 3 clusters Score -109371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109371.453125 Penalty: 8005.670410
	Iteration 20F: 3 clusters Score -109371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -109376.531250 Penalty: 8005.670410
	Iteration 21Q: 3 clusters Score -109376.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -109376.531250 Penalty: 8005.670410
	Iteration 22F: 3 clusters Score -109376.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Entering Unmasked Estep 
Score: -5986087.000000 Penalty: 6366.155273
	Iteration 0F: 2 clusters Score -5986087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5961453.500000 Penalty: 12732.310547
	Iteration 0F: 3 clusters Score -5961454 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -5968719.000000 Penalty: 12732.310547
	Iteration 1F: 3 clusters Score -5968719 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5969478.500000 Penalty: 12732.310547
	Iteration 2F: 3 clusters Score -5969478 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5970020.000000 Penalty: 12732.310547
	Iteration 3Q: 3 clusters Score -5970020 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -5970505.000000 Penalty: 12732.310547
	Iteration 4Q: 3 clusters Score -5970505 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5970901.500000 Penalty: 12732.310547
	Iteration 5Q: 3 clusters Score -5970902 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5971188.000000 Penalty: 12732.310547
	Iteration 6Q: 3 clusters Score -5971188 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5971538.500000 Penalty: 12732.310547
	Iteration 7Q: 3 clusters Score -5971538 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5971878.500000 Penalty: 12732.310547
	Iteration 8Q: 3 clusters Score -5971878 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5972170.500000 Penalty: 12732.310547
	Iteration 9Q: 3 clusters Score -5972170 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -5972510.500000 Penalty: 12732.310547
	Iteration 10Q: 3 clusters Score -5972510 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -5972860.500000 Penalty: 12732.310547
	Iteration 11Q: 3 clusters Score -5972860 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5973282.500000 Penalty: 12732.310547
	Iteration 12Q: 3 clusters Score -5973282 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -5973752.500000 Penalty: 12732.310547
	Iteration 13Q: 3 clusters Score -5973752 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5974293.500000 Penalty: 12732.310547
	Iteration 14Q: 3 clusters Score -5974294 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5974883.500000 Penalty: 12732.310547
	Iteration 15Q: 3 clusters Score -5974884 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5975412.000000 Penalty: 12732.310547
	Iteration 16Q: 3 clusters Score -5975412 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5975839.500000 Penalty: 12732.310547
	Iteration 17Q: 3 clusters Score -5975840 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -5976223.000000 Penalty: 12732.310547
	Iteration 18Q: 3 clusters Score -5976223 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5976561.000000 Penalty: 12732.310547
	Iteration 19Q: 3 clusters Score -5976561 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5976853.500000 Penalty: 12732.310547
	Iteration 20F: 3 clusters Score -5976854 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5977064.500000 Penalty: 12732.310547
	Iteration 21Q: 3 clusters Score -5977064 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5977221.500000 Penalty: 12732.310547
	Iteration 22Q: 3 clusters Score -5977222 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5977390.500000 Penalty: 12732.310547
	Iteration 23Q: 3 clusters Score -5977390 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5977546.500000 Penalty: 12732.310547
	Iteration 24Q: 3 clusters Score -5977546 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -5977678.000000 Penalty: 12732.310547
	Iteration 25Q: 3 clusters Score -5977678 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -5977757.000000 Penalty: 12732.310547
	Iteration 26Q: 3 clusters Score -5977757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5977841.500000 Penalty: 12732.310547
	Iteration 27Q: 3 clusters Score -5977842 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5977886.500000 Penalty: 12732.310547
	Iteration 28Q: 3 clusters Score -5977886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5977941.500000 Penalty: 12732.310547
	Iteration 29Q: 3 clusters Score -5977942 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -5977960.000000 Penalty: 12732.310547
	Iteration 30Q: 3 clusters Score -5977960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5978001.000000 Penalty: 12732.310547
	Iteration 31Q: 3 clusters Score -5978001 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5978047.000000 Penalty: 12732.310547
	Iteration 32Q: 3 clusters Score -5978047 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -5978089.000000 Penalty: 12732.310547
	Iteration 33Q: 3 clusters Score -5978089 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5978127.500000 Penalty: 12732.310547
	Iteration 34Q: 3 clusters Score -5978128 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -5978145.500000 Penalty: 12732.310547
	Iteration 35Q: 3 clusters Score -5978146 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5978193.500000 Penalty: 12732.310547
	Iteration 36Q: 3 clusters Score -5978194 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5978226.000000 Penalty: 12732.310547
	Iteration 37Q: 3 clusters Score -5978226 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5978288.000000 Penalty: 12732.310547
	Iteration 38Q: 3 clusters Score -5978288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5978313.500000 Penalty: 12732.310547
	Iteration 39Q: 3 clusters Score -5978314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -5978338.500000 Penalty: 12732.310547
	Iteration 40F: 3 clusters Score -5978338 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -5978371.000000 Penalty: 12732.310547
	Iteration 41Q: 3 clusters Score -5978371 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5978394.000000 Penalty: 12732.310547
	Iteration 42Q: 3 clusters Score -5978394 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -5978409.500000 Penalty: 12732.310547
	Iteration 43Q: 3 clusters Score -5978410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5978452.500000 Penalty: 12732.310547
	Iteration 44Q: 3 clusters Score -5978452 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5978491.500000 Penalty: 12732.310547
	Iteration 45Q: 3 clusters Score -5978492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -5978512.000000 Penalty: 12732.310547
	Iteration 46Q: 3 clusters Score -5978512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -5978523.000000 Penalty: 12732.310547
	Iteration 47Q: 3 clusters Score -5978523 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5978551.500000 Penalty: 12732.310547
	Iteration 48Q: 3 clusters Score -5978552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -5978578.000000 Penalty: 12732.310547
	Iteration 49Q: 3 clusters Score -5978578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5978589.000000 Penalty: 12732.310547
	Iteration 50Q: 3 clusters Score -5978589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5978604.000000 Penalty: 12732.310547
	Iteration 51Q: 3 clusters Score -5978604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5978624.000000 Penalty: 12732.310547
	Iteration 52Q: 3 clusters Score -5978624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5978665.000000 Penalty: 12732.310547
	Iteration 53Q: 3 clusters Score -5978665 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5978704.000000 Penalty: 12732.310547
	Iteration 54Q: 3 clusters Score -5978704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -5978702.500000 Penalty: 12732.310547
	Iteration 55Q: 3 clusters Score -5978702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -5978741.000000 Penalty: 12732.310547
	Iteration 56Q: 3 clusters Score -5978741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5978781.500000 Penalty: 12732.310547
	Iteration 57Q: 3 clusters Score -5978782 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5978817.500000 Penalty: 12732.310547
	Iteration 58Q: 3 clusters Score -5978818 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -5978849.500000 Penalty: 12732.310547
	Iteration 59Q: 3 clusters Score -5978850 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5978884.500000 Penalty: 12732.310547
	Iteration 60F: 3 clusters Score -5978884 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -5978911.000000 Penalty: 12732.310547
	Iteration 61Q: 3 clusters Score -5978911 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5978912.000000 Penalty: 12732.310547
	Iteration 62Q: 3 clusters Score -5978912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -5978974.000000 Penalty: 12732.310547
	Iteration 63Q: 3 clusters Score -5978974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -5978979.000000 Penalty: 12732.310547
	Iteration 64Q: 3 clusters Score -5978979 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -5979006.500000 Penalty: 12732.310547
	Iteration 65Q: 3 clusters Score -5979006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5979038.000000 Penalty: 12732.310547
	Iteration 66Q: 3 clusters Score -5979038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5979065.500000 Penalty: 12732.310547
	Iteration 67Q: 3 clusters Score -5979066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -5979107.000000 Penalty: 12732.310547
	Iteration 68Q: 3 clusters Score -5979107 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24816 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5979138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5979171 nChanged 136
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Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 7575 members 
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	Iteration 71Q: 3 clusters Score -5979215 nChanged 156
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Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 7419 members 
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	Iteration 72Q: 3 clusters Score -5979221 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25382 members 
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	Iteration 73Q: 3 clusters Score -5979258 nChanged 156
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Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 6955 members 
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	Iteration 75Q: 3 clusters Score -5979358 nChanged 160
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Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5979406 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5979440 nChanged 136
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Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5979470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5979506 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5979535 nChanged 146
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Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5979580 nChanged 134
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Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 5962 members 
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Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 5835 members 
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Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5979702 nChanged 135
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Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5979770 nChanged 139
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Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5979796 nChanged 112
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Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 5103 members 
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Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 5014 members 
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Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 4931 members 
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Mstep: Class 1 contains 27815 members 
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Mstep: Class 1 contains 27914 members 
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Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 4657 members 
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	Iteration 94Q: 3 clusters Score -5979979 nChanged 79
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Mstep: Class 1 contains 28076 members 
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	Iteration 95Q: 3 clusters Score -5980015 nChanged 78
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Mstep: Class 1 contains 28150 members 
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	Iteration 96Q: 3 clusters Score -5980030 nChanged 57
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Mstep: Class 1 contains 28207 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5980045 nChanged 48
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Mstep: Class 1 contains 28253 members 
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Mstep: Class 1 contains 28303 members 
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	Iteration 99Q: 3 clusters Score -5980076 nChanged 56
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Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 4299 members 
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	Iteration 100F: 3 clusters Score -5980105 nChanged 58
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Mstep: Class 1 contains 28413 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5980132 nChanged 56
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Mstep: Class 1 contains 28469 members 
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	Iteration 102Q: 3 clusters Score -5980149 nChanged 54
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Mstep: Class 1 contains 28521 members 
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Mstep: Class 1 contains 28568 members 
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	Iteration 104Q: 3 clusters Score -5980184 nChanged 45
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Mstep: Class 1 contains 28613 members 
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	Iteration 105Q: 3 clusters Score -5980184 nChanged 37
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Mstep: Class 1 contains 28650 members 
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	Iteration 106Q: 3 clusters Score -5980191 nChanged 39
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Mstep: Class 1 contains 28689 members 
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	Iteration 107Q: 3 clusters Score -5980192 nChanged 37
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Mstep: Class 1 contains 28724 members 
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	Iteration 108Q: 3 clusters Score -5980210 nChanged 41
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Mstep: Class 1 contains 28763 members 
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	Iteration 109Q: 3 clusters Score -5980237 nChanged 39
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Mstep: Class 1 contains 28802 members 
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	Iteration 110Q: 3 clusters Score -5980240 nChanged 41
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Mstep: Class 1 contains 28841 members 
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	Iteration 111Q: 3 clusters Score -5980236 nChanged 40
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Mstep: Class 1 contains 28881 members 
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	Iteration 112Q: 3 clusters Score -5980263 nChanged 45
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Mstep: Class 1 contains 28924 members 
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	Iteration 113Q: 3 clusters Score -5980276 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5980278 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5980281.500000 Penalty: 12732.310547
	Iteration 115Q: 3 clusters Score -5980282 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29038 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5980288 nChanged 41
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Mstep: Class 1 contains 29079 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5980310 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5980316 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5980333 nChanged 25
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Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 3500 members 
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	Iteration 120F: 3 clusters Score -5980343 nChanged 18
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Mstep: Class 1 contains 29172 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5980354 nChanged 16
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Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5980357 nChanged 19
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Mstep: Class 1 contains 29207 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5980354 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29231 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5980350 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5980358 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5980362 nChanged 20
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Mstep: Class 1 contains 29287 members 
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	Iteration 127Q: 3 clusters Score -5980378 nChanged 21
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Mstep: Class 1 contains 29306 members 
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	Iteration 128Q: 3 clusters Score -5980379 nChanged 21
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Mstep: Class 1 contains 29327 members 
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	Iteration 129Q: 3 clusters Score -5980390 nChanged 21
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	Iteration 130Q: 3 clusters Score -5980394 nChanged 22
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Mstep: Class 1 contains 29370 members 
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	Iteration 131Q: 3 clusters Score -5980398 nChanged 23
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Mstep: Class 1 contains 29391 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5980407 nChanged 18
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Mstep: Class 1 contains 29405 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5980412 nChanged 17
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Mstep: Class 1 contains 29422 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5980419 nChanged 15
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Mstep: Class 1 contains 29437 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5980438 nChanged 15
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Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5980433 nChanged 15
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Mstep: Class 1 contains 29467 members 
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	Iteration 137Q: 3 clusters Score -5980440 nChanged 13
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Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5980452 nChanged 11
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Mstep: Class 1 contains 29491 members 
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	Iteration 139Q: 3 clusters Score -5980456 nChanged 16
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Mstep: Class 1 contains 29503 members 
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	Iteration 140F: 3 clusters Score -5980456 nChanged 16
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Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5980476 nChanged 13
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Mstep: Class 1 contains 29528 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5980486 nChanged 9
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Mstep: Class 1 contains 29537 members 
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	Iteration 143Q: 3 clusters Score -5980487 nChanged 13
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Mstep: Class 1 contains 29550 members 
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Mstep: Class 1 contains 29564 members 
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	Iteration 145Q: 3 clusters Score -5980485 nChanged 17
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Mstep: Class 1 contains 29579 members 
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	Iteration 146Q: 3 clusters Score -5980494 nChanged 17
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Mstep: Class 1 contains 29596 members 
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	Iteration 148Q: 3 clusters Score -5980492 nChanged 10
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	Iteration 149Q: 3 clusters Score -5980500 nChanged 17
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	Iteration 150Q: 3 clusters Score -5980497 nChanged 13
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	Iteration 151Q: 3 clusters Score -5980492 nChanged 14
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	Iteration 152Q: 3 clusters Score -5980510 nChanged 18
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Mstep: Class 1 contains 29678 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5980512 nChanged 14
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Mstep: Class 1 contains 29692 members 
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	Iteration 154Q: 3 clusters Score -5980522 nChanged 15
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	Iteration 155Q: 3 clusters Score -5980522 nChanged 14
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	Iteration 156Q: 3 clusters Score -5980532 nChanged 15
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Mstep: Class 1 contains 29734 members 
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	Iteration 157Q: 3 clusters Score -5980548 nChanged 14
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	Iteration 158Q: 3 clusters Score -5980540 nChanged 17
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	Iteration 159Q: 3 clusters Score -5980554 nChanged 18
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	Iteration 160F: 3 clusters Score -5980564 nChanged 14
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	Iteration 161Q: 3 clusters Score -5980560 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5980557.500000 Penalty: 12732.310547
	Iteration 162Q: 3 clusters Score -5980558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5980568.500000 Penalty: 12732.310547
	Iteration 163Q: 3 clusters Score -5980568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5980579.500000 Penalty: 12732.310547
	Iteration 164Q: 3 clusters Score -5980580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5980582.500000 Penalty: 12732.310547
	Iteration 165Q: 3 clusters Score -5980582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5980588.500000 Penalty: 12732.310547
	Iteration 166Q: 3 clusters Score -5980588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5980596.000000 Penalty: 12732.310547
	Iteration 167Q: 3 clusters Score -5980596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5980593.500000 Penalty: 12732.310547
	Iteration 168Q: 3 clusters Score -5980594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5980592.000000 Penalty: 12732.310547
	Iteration 169Q: 3 clusters Score -5980592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5980587.000000 Penalty: 12732.310547
	Iteration 170Q: 3 clusters Score -5980587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5980587.500000 Penalty: 12732.310547
	Iteration 171Q: 3 clusters Score -5980588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5980586.500000 Penalty: 12732.310547
	Iteration 172Q: 3 clusters Score -5980586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5980584.000000 Penalty: 12732.310547
	Iteration 173Q: 3 clusters Score -5980584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5980584.000000 Penalty: 12732.310547
	Iteration 174Q: 3 clusters Score -5980584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5980584.000000 Penalty: 12732.310547
	Iteration 175F: 3 clusters Score -5980584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -790725.937500 Penalty: 5169.029297
	Iteration 0F: 2 clusters Score -790725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -783897.000000 Penalty: 10338.058594
	Iteration 0F: 3 clusters Score -783897 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -785110.812500 Penalty: 10338.058594
	Iteration 1F: 3 clusters Score -785110.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -785497.437500 Penalty: 10338.058594
	Iteration 2F: 3 clusters Score -785497.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -785814.875000 Penalty: 10338.058594
	Iteration 3F: 3 clusters Score -785814.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -786104.687500 Penalty: 10338.058594
	Iteration 4Q: 3 clusters Score -786104.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -786377.375000 Penalty: 10338.058594
	Iteration 5Q: 3 clusters Score -786377.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -786657.750000 Penalty: 10338.058594
	Iteration 6Q: 3 clusters Score -786657.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -786893.125000 Penalty: 10338.058594
	Iteration 7Q: 3 clusters Score -786893.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -787067.437500 Penalty: 10338.058594
	Iteration 8Q: 3 clusters Score -787067.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -787189.187500 Penalty: 10338.058594
	Iteration 9Q: 3 clusters Score -787189.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -787273.000000 Penalty: 10338.058594
	Iteration 10Q: 3 clusters Score -787273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -787341.250000 Penalty: 10338.058594
	Iteration 11Q: 3 clusters Score -787341.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -787416.500000 Penalty: 10338.058594
	Iteration 12Q: 3 clusters Score -787416.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -787484.375000 Penalty: 10338.058594
	Iteration 13Q: 3 clusters Score -787484.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -787546.812500 Penalty: 10338.058594
	Iteration 14Q: 3 clusters Score -787546.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -787591.437500 Penalty: 10338.058594
	Iteration 15Q: 3 clusters Score -787591.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -787621.125000 Penalty: 10338.058594
	Iteration 16Q: 3 clusters Score -787621.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -787641.062500 Penalty: 10338.058594
	Iteration 17Q: 3 clusters Score -787641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -787649.625000 Penalty: 10338.058594
	Iteration 18Q: 3 clusters Score -787649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -787656.125000 Penalty: 10338.058594
	Iteration 19Q: 3 clusters Score -787656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -787659.062500 Penalty: 10338.058594
	Iteration 20F: 3 clusters Score -787659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -787665.375000 Penalty: 10338.058594
	Iteration 21Q: 3 clusters Score -787665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -787669.437500 Penalty: 10338.058594
	Iteration 22Q: 3 clusters Score -787669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -787671.875000 Penalty: 10338.058594
	Iteration 23Q: 3 clusters Score -787671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -787675.562500 Penalty: 10338.058594
	Iteration 24Q: 3 clusters Score -787675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -787676.750000 Penalty: 10338.058594
	Iteration 25Q: 3 clusters Score -787676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -787679.625000 Penalty: 10338.058594
	Iteration 26Q: 3 clusters Score -787679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -787682.375000 Penalty: 10338.058594
	Iteration 27Q: 3 clusters Score -787682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -787683.312500 Penalty: 10338.058594
	Iteration 28Q: 3 clusters Score -787683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -787685.437500 Penalty: 10338.058594
	Iteration 29Q: 3 clusters Score -787685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -787688.437500 Penalty: 10338.058594
	Iteration 30Q: 3 clusters Score -787688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -787691.562500 Penalty: 10338.058594
	Iteration 31Q: 3 clusters Score -787691.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -787694.312500 Penalty: 10338.058594
	Iteration 32Q: 3 clusters Score -787694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -787697.187500 Penalty: 10338.058594
	Iteration 33Q: 3 clusters Score -787697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -787697.125000 Penalty: 10338.058594
	Iteration 34Q: 3 clusters Score -787697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -787697.312500 Penalty: 10338.058594
	Iteration 35Q: 3 clusters Score -787697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -787697.312500 Penalty: 10338.058594
	Iteration 36F: 3 clusters Score -787697.3 nChanged 0
--- Evaluating fit on full set of 3840322 points ---
Entering Unmasked Estep 
Score: -694492800.000000 Penalty: 260012.296875
20->29 Clusters: Score -694492800.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1280107 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 64088 members 
Mstep: Class 3 contains 63741 members 
Mstep: Class 4 contains 63795 members 
Mstep: Class 5 contains 64110 members 
Mstep: Class 6 contains 63872 members 
Mstep: Class 7 contains 63908 members 
Mstep: Class 8 contains 64008 members 
Mstep: Class 9 contains 64049 members 
Mstep: Class 10 contains 63849 members 
Mstep: Class 11 contains 64243 members 
Mstep: Class 12 contains 64297 members 
Mstep: Class 13 contains 63906 members 
Mstep: Class 14 contains 64342 members 
Mstep: Class 15 contains 63836 members 
Mstep: Class 16 contains 63645 members 
Mstep: Class 17 contains 64308 members 
Mstep: Class 18 contains 64201 members 
Mstep: Class 19 contains 64326 members 
Mstep: Class 20 contains 64045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 770.070251 but Gain 8613.250000
Score: -216140816.000000 Penalty: 163651.812500
Iteration 0F: 20 clusters Score -2.161408e+08 nChanged 1208247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5293 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 22997 members 
Mstep: Class 3 contains 19706 members 
Mstep: Class 4 contains 221302 members 
Mstep: Class 5 contains 70090 members 
Mstep: Class 6 contains 40122 members 
Mstep: Class 8 contains 67870 members 
Mstep: Class 9 contains 59148 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 26751 members 
Mstep: Class 12 contains 48514 members 
Mstep: Class 13 contains 30484 members 
Mstep: Class 14 contains 87457 members 
Mstep: Class 15 contains 82128 members 
Mstep: Class 16 contains 79120 members 
Mstep: Class 17 contains 260744 members 
Mstep: Class 18 contains 23145 members 
Mstep: Class 19 contains 62001 members 
Mstep: Class 20 contains 19922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223112384.000000 Penalty: 163651.812500
Iteration 1F: 20 clusters Score -2.231124e+08 nChanged 516984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4974 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 24212 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 288223 members 
Mstep: Class 5 contains 67340 members 
Mstep: Class 6 contains 25441 members 
Mstep: Class 8 contains 55715 members 
Mstep: Class 9 contains 29288 members 
Mstep: Class 10 contains 9029 members 
Mstep: Class 11 contains 36627 members 
Mstep: Class 12 contains 28097 members 
Mstep: Class 13 contains 21420 members 
Mstep: Class 14 contains 68340 members 
Mstep: Class 15 contains 51869 members 
Mstep: Class 16 contains 59197 members 
Mstep: Class 17 contains 381700 members 
Mstep: Class 18 contains 13510 members 
Mstep: Class 19 contains 53634 members 
Mstep: Class 20 contains 19418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 6338.371582 but Gain 8613.250000
Score: -224388912.000000 Penalty: 155038.562500
Iteration 2F: 19 clusters Score -2.243889e+08 nChanged 330942
Entering Unmasked Mstep 
Mstep: Class 0 contains 4833 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 32960 members 
Mstep: Class 3 contains 14740 members 
Mstep: Class 4 contains 290580 members 
Mstep: Class 5 contains 81948 members 
Mstep: Class 6 contains 19003 members 
Mstep: Class 8 contains 43198 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 30083 members 
Mstep: Class 12 contains 34049 members 
Mstep: Class 13 contains 26513 members 
Mstep: Class 14 contains 58542 members 
Mstep: Class 15 contains 54443 members 
Mstep: Class 16 contains 47667 members 
Mstep: Class 17 contains 417194 members 
Mstep: Class 19 contains 46390 members 
Mstep: Class 20 contains 26010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224965440.000000 Penalty: 155038.562500
Iteration 3F: 19 clusters Score -2.249654e+08 nChanged 248679
Entering Unmasked Mstep 
Mstep: Class 0 contains 4492 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 36626 members 
Mstep: Class 3 contains 24234 members 
Mstep: Class 4 contains 289082 members 
Mstep: Class 5 contains 109138 members 
Mstep: Class 6 contains 13061 members 
Mstep: Class 8 contains 28932 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 18037 members 
Mstep: Class 12 contains 37086 members 
Mstep: Class 13 contains 36783 members 
Mstep: Class 14 contains 51107 members 
Mstep: Class 15 contains 54841 members 
Mstep: Class 16 contains 47782 members 
Mstep: Class 17 contains 408530 members 
Mstep: Class 19 contains 43840 members 
Mstep: Class 20 contains 34211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225363728.000000 Penalty: 155038.562500
Iteration 4F: 19 clusters Score -2.253637e+08 nChanged 194765
Entering Unmasked Mstep 
Mstep: Class 0 contains 3932 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 38271 members 
Mstep: Class 3 contains 32652 members 
Mstep: Class 4 contains 307644 members 
Mstep: Class 5 contains 132675 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 11753 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 32069 members 
Mstep: Class 13 contains 43994 members 
Mstep: Class 14 contains 42939 members 
Mstep: Class 15 contains 54759 members 
Mstep: Class 16 contains 46516 members 
Mstep: Class 17 contains 385949 members 
Mstep: Class 19 contains 41886 members 
Mstep: Class 20 contains 40635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225731264.000000 Penalty: 155038.562500
Iteration 5F: 19 clusters Score -2.257313e+08 nChanged 151818
Entering Unmasked Mstep 
Mstep: Class 0 contains 2803 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 38146 members 
Mstep: Class 3 contains 37225 members 
Mstep: Class 4 contains 327924 members 
Mstep: Class 5 contains 147560 members 
Mstep: Class 6 contains 7410 members 
Mstep: Class 8 contains 16322 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 24971 members 
Mstep: Class 13 contains 46917 members 
Mstep: Class 14 contains 33703 members 
Mstep: Class 15 contains 60473 members 
Mstep: Class 16 contains 46921 members 
Mstep: Class 17 contains 365745 members 
Mstep: Class 19 contains 37665 members 
Mstep: Class 20 contains 45929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976608.000000 Penalty: 155038.562500
Iteration 6F: 19 clusters Score -2.259766e+08 nChanged 119715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2513 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 36764 members 
Mstep: Class 3 contains 39321 members 
Mstep: Class 4 contains 343399 members 
Mstep: Class 5 contains 152781 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 8 contains 14593 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 10 contains 12455 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 46847 members 
Mstep: Class 14 contains 24109 members 
Mstep: Class 15 contains 73924 members 
Mstep: Class 16 contains 50480 members 
Mstep: Class 17 contains 349693 members 
Mstep: Class 19 contains 31679 members 
Mstep: Class 20 contains 52376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226114688.000000 Penalty: 155038.562500
Iteration 7F: 19 clusters Score -2.261147e+08 nChanged 96324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2347 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 35002 members 
Mstep: Class 3 contains 40195 members 
Mstep: Class 4 contains 356820 members 
Mstep: Class 5 contains 149246 members 
Mstep: Class 6 contains 8490 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 12259 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 12411 members 
Mstep: Class 13 contains 46155 members 
Mstep: Class 14 contains 16688 members 
Mstep: Class 15 contains 89481 members 
Mstep: Class 16 contains 54575 members 
Mstep: Class 17 contains 332842 members 
Mstep: Class 19 contains 25901 members 
Mstep: Class 20 contains 62437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226203616.000000 Penalty: 155038.562500
Iteration 8F: 19 clusters Score -2.262036e+08 nChanged 73984
Entering Unmasked Mstep 
Mstep: Class 0 contains 2190 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 33510 members 
Mstep: Class 3 contains 40583 members 
Mstep: Class 4 contains 368493 members 
Mstep: Class 5 contains 141139 members 
Mstep: Class 6 contains 10379 members 
Mstep: Class 8 contains 12882 members 
Mstep: Class 9 contains 4148 members 
Mstep: Class 10 contains 11708 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 10493 members 
Mstep: Class 13 contains 45382 members 
Mstep: Class 14 contains 12499 members 
Mstep: Class 15 contains 102620 members 
Mstep: Class 16 contains 56350 members 
Mstep: Class 17 contains 315661 members 
Mstep: Class 19 contains 21522 members 
Mstep: Class 20 contains 73809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226282256.000000 Penalty: 155038.562500
Iteration 9F: 19 clusters Score -2.262823e+08 nChanged 60614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1513 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 32444 members 
Mstep: Class 3 contains 40700 members 
Mstep: Class 4 contains 379346 members 
Mstep: Class 5 contains 130733 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 8 contains 12567 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 10733 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 9328 members 
Mstep: Class 13 contains 44793 members 
Mstep: Class 14 contains 11018 members 
Mstep: Class 15 contains 112793 members 
Mstep: Class 16 contains 58177 members 
Mstep: Class 17 contains 298334 members 
Mstep: Class 19 contains 18759 members 
Mstep: Class 20 contains 85467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226377600.000000 Penalty: 155038.562500
Iteration 10Q: 19 clusters Score -2.263776e+08 nChanged 51435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 31595 members 
Mstep: Class 3 contains 40657 members 
Mstep: Class 4 contains 389591 members 
Mstep: Class 5 contains 119120 members 
Mstep: Class 6 contains 13008 members 
Mstep: Class 8 contains 12396 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 8647 members 
Mstep: Class 13 contains 44393 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 120451 members 
Mstep: Class 16 contains 59955 members 
Mstep: Class 17 contains 281481 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 97751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226404288.000000 Penalty: 155038.562500
Iteration 11Q: 19 clusters Score -2.264043e+08 nChanged 46028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 30888 members 
Mstep: Class 3 contains 40549 members 
Mstep: Class 4 contains 399113 members 
Mstep: Class 5 contains 106657 members 
Mstep: Class 6 contains 13468 members 
Mstep: Class 8 contains 12329 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 126629 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 265118 members 
Mstep: Class 19 contains 16886 members 
Mstep: Class 20 contains 110716 members 
Entering Unmasked Estep 
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Score: -226428864.000000 Penalty: 155038.562500
Iteration 12Q: 19 clusters Score -2.264289e+08 nChanged 41329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 30221 members 
Mstep: Class 3 contains 40466 members 
Mstep: Class 4 contains 407202 members 
Mstep: Class 5 contains 93886 members 
Mstep: Class 6 contains 13697 members 
Mstep: Class 8 contains 12280 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 8034 members 
Mstep: Class 13 contains 43993 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 131613 members 
Mstep: Class 16 contains 63276 members 
Mstep: Class 17 contains 250256 members 
Mstep: Class 19 contains 17071 members 
Mstep: Class 20 contains 123892 members 
Entering Unmasked Estep 
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Iteration 13Q: 19 clusters Score -2.264509e+08 nChanged 36327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 29500 members 
Mstep: Class 3 contains 40408 members 
Mstep: Class 4 contains 413604 members 
Mstep: Class 5 contains 81431 members 
Mstep: Class 6 contains 13768 members 
Mstep: Class 8 contains 12244 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 43958 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 135824 members 
Mstep: Class 16 contains 64746 members 
Mstep: Class 17 contains 237714 members 
Mstep: Class 19 contains 17563 members 
Mstep: Class 20 contains 136514 members 
Entering Unmasked Estep 
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Iteration 14Q: 19 clusters Score -2.264687e+08 nChanged 31311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 28768 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 419002 members 
Mstep: Class 5 contains 70243 members 
Mstep: Class 6 contains 13890 members 
Mstep: Class 8 contains 12229 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 43952 members 
Mstep: Class 14 contains 13524 members 
Mstep: Class 15 contains 139397 members 
Mstep: Class 16 contains 66028 members 
Mstep: Class 17 contains 226972 members 
Mstep: Class 19 contains 18161 members 
Mstep: Class 20 contains 147664 members 
Entering Unmasked Estep 
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Iteration 15Q: 19 clusters Score -2.26484e+08 nChanged 26598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 28079 members 
Mstep: Class 3 contains 40276 members 
Mstep: Class 4 contains 423370 members 
Mstep: Class 5 contains 61013 members 
Mstep: Class 6 contains 14079 members 
Mstep: Class 8 contains 12222 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 7729 members 
Mstep: Class 13 contains 43995 members 
Mstep: Class 14 contains 14073 members 
Mstep: Class 15 contains 142638 members 
Mstep: Class 16 contains 67155 members 
Mstep: Class 17 contains 217842 members 
Mstep: Class 19 contains 18820 members 
Mstep: Class 20 contains 156769 members 
Entering Unmasked Estep 
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Iteration 16Q: 19 clusters Score -2.264983e+08 nChanged 22314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 27409 members 
Mstep: Class 3 contains 40181 members 
Mstep: Class 4 contains 427092 members 
Mstep: Class 5 contains 53874 members 
Mstep: Class 6 contains 14404 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 7701 members 
Mstep: Class 13 contains 44035 members 
Mstep: Class 14 contains 14463 members 
Mstep: Class 15 contains 145488 members 
Mstep: Class 16 contains 68042 members 
Mstep: Class 17 contains 210019 members 
Mstep: Class 19 contains 19500 members 
Mstep: Class 20 contains 163753 members 
Entering Unmasked Estep 
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Score: -226508144.000000 Penalty: 155038.562500
Iteration 17Q: 19 clusters Score -2.265081e+08 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 26719 members 
Mstep: Class 3 contains 40094 members 
Mstep: Class 4 contains 430195 members 
Mstep: Class 5 contains 48714 members 
Mstep: Class 6 contains 14816 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 11 contains 5315 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 44083 members 
Mstep: Class 14 contains 14723 members 
Mstep: Class 15 contains 148202 members 
Mstep: Class 16 contains 68781 members 
Mstep: Class 17 contains 203061 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 168888 members 
Entering Unmasked Estep 
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Iteration 18Q: 19 clusters Score -2.265169e+08 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 26050 members 
Mstep: Class 3 contains 39957 members 
Mstep: Class 4 contains 432964 members 
Mstep: Class 5 contains 45181 members 
Mstep: Class 6 contains 15199 members 
Mstep: Class 8 contains 12190 members 
Mstep: Class 9 contains 4412 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 7678 members 
Mstep: Class 13 contains 44202 members 
Mstep: Class 14 contains 14871 members 
Mstep: Class 15 contains 150850 members 
Mstep: Class 16 contains 69375 members 
Mstep: Class 17 contains 196707 members 
Mstep: Class 19 contains 20699 members 
Mstep: Class 20 contains 172459 members 
Entering Unmasked Estep 
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Iteration 19Q: 19 clusters Score -2.26524e+08 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1446 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 25334 members 
Mstep: Class 3 contains 39826 members 
Mstep: Class 4 contains 435552 members 
Mstep: Class 5 contains 43060 members 
Mstep: Class 6 contains 15471 members 
Mstep: Class 8 contains 12181 members 
Mstep: Class 9 contains 4416 members 
Mstep: Class 10 contains 4373 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 44330 members 
Mstep: Class 14 contains 14936 members 
Mstep: Class 15 contains 153613 members 
Mstep: Class 16 contains 69843 members 
Mstep: Class 17 contains 190536 members 
Mstep: Class 19 contains 21243 members 
Mstep: Class 20 contains 174830 members 
Entering Unmasked Estep 
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Iteration 20F: 19 clusters Score -2.265676e+08 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1044 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 24644 members 
Mstep: Class 3 contains 39695 members 
Mstep: Class 4 contains 437768 members 
Mstep: Class 5 contains 41600 members 
Mstep: Class 6 contains 15701 members 
Mstep: Class 8 contains 12167 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 7678 members 
Mstep: Class 13 contains 44450 members 
Mstep: Class 14 contains 15133 members 
Mstep: Class 15 contains 156380 members 
Mstep: Class 16 contains 70186 members 
Mstep: Class 17 contains 184732 members 
Mstep: Class 19 contains 21683 members 
Mstep: Class 20 contains 176550 members 
Entering Unmasked Estep 
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Score: -226586816.000000 Penalty: 155038.562500
Iteration 21Q: 19 clusters Score -2.265868e+08 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 24125 members 
Mstep: Class 3 contains 39562 members 
Mstep: Class 4 contains 439981 members 
Mstep: Class 5 contains 40744 members 
Mstep: Class 6 contains 15814 members 
Mstep: Class 8 contains 12161 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 44521 members 
Mstep: Class 14 contains 15321 members 
Mstep: Class 15 contains 159050 members 
Mstep: Class 16 contains 70481 members 
Mstep: Class 17 contains 179292 members 
Mstep: Class 19 contains 22083 members 
Mstep: Class 20 contains 177541 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -2.265903e+08 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 23679 members 
Mstep: Class 3 contains 39443 members 
Mstep: Class 4 contains 442160 members 
Mstep: Class 5 contains 40252 members 
Mstep: Class 6 contains 15919 members 
Mstep: Class 8 contains 12160 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 5301 members 
Mstep: Class 12 contains 7685 members 
Mstep: Class 13 contains 44491 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 161509 members 
Mstep: Class 16 contains 70753 members 
Mstep: Class 17 contains 174284 members 
Mstep: Class 19 contains 22420 members 
Mstep: Class 20 contains 178188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226592496.000000 Penalty: 155038.562500
Iteration 23Q: 19 clusters Score -2.265925e+08 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 23352 members 
Mstep: Class 3 contains 39292 members 
Mstep: Class 4 contains 444496 members 
Mstep: Class 5 contains 39906 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 4597 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 7693 members 
Mstep: Class 13 contains 44456 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 163844 members 
Mstep: Class 16 contains 70961 members 
Mstep: Class 17 contains 169378 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 20 contains 178608 members 
Entering Unmasked Estep 
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Score: -226594320.000000 Penalty: 155038.562500
Iteration 24Q: 19 clusters Score -2.265943e+08 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 23094 members 
Mstep: Class 3 contains 39212 members 
Mstep: Class 4 contains 446766 members 
Mstep: Class 5 contains 39705 members 
Mstep: Class 6 contains 16037 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 7699 members 
Mstep: Class 13 contains 44345 members 
Mstep: Class 14 contains 15649 members 
Mstep: Class 15 contains 165883 members 
Mstep: Class 16 contains 71176 members 
Mstep: Class 17 contains 164892 members 
Mstep: Class 19 contains 22947 members 
Mstep: Class 20 contains 178864 members 
Entering Unmasked Estep 
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Score: -226596080.000000 Penalty: 155038.562500
Iteration 25Q: 19 clusters Score -2.265961e+08 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 22862 members 
Mstep: Class 3 contains 39126 members 
Mstep: Class 4 contains 449073 members 
Mstep: Class 5 contains 39532 members 
Mstep: Class 6 contains 16058 members 
Mstep: Class 8 contains 12159 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 44224 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 15 contains 167646 members 
Mstep: Class 16 contains 71366 members 
Mstep: Class 17 contains 160695 members 
Mstep: Class 19 contains 23154 members 
Mstep: Class 20 contains 179048 members 
Entering Unmasked Estep 
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Score: -226596960.000000 Penalty: 155038.562500
Iteration 26Q: 19 clusters Score -2.26597e+08 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 22658 members 
Mstep: Class 3 contains 39051 members 
Mstep: Class 4 contains 451241 members 
Mstep: Class 5 contains 39396 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 8 contains 12157 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 7710 members 
Mstep: Class 13 contains 44110 members 
Mstep: Class 14 contains 15754 members 
Mstep: Class 15 contains 169147 members 
Mstep: Class 16 contains 71556 members 
Mstep: Class 17 contains 156938 members 
Mstep: Class 19 contains 23316 members 
Mstep: Class 20 contains 179165 members 
Entering Unmasked Estep 
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Score: -226597936.000000 Penalty: 155038.562500
Iteration 27Q: 19 clusters Score -2.265979e+08 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 22470 members 
Mstep: Class 3 contains 39004 members 
Mstep: Class 4 contains 453362 members 
Mstep: Class 5 contains 39265 members 
Mstep: Class 6 contains 16059 members 
Mstep: Class 8 contains 12160 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 11 contains 5268 members 
Mstep: Class 12 contains 7719 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 15799 members 
Mstep: Class 15 contains 170427 members 
Mstep: Class 16 contains 71765 members 
Mstep: Class 17 contains 153355 members 
Mstep: Class 19 contains 23497 members 
Mstep: Class 20 contains 179251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226599328.000000 Penalty: 155038.562500
Iteration 28Q: 19 clusters Score -2.265993e+08 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 22339 members 
Mstep: Class 3 contains 38960 members 
Mstep: Class 4 contains 455578 members 
Mstep: Class 5 contains 39162 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 8 contains 12163 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 3217 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 12 contains 7728 members 
Mstep: Class 13 contains 43885 members 
Mstep: Class 14 contains 15848 members 
Mstep: Class 15 contains 171381 members 
Mstep: Class 16 contains 71957 members 
Mstep: Class 17 contains 149964 members 
Mstep: Class 19 contains 23678 members 
Mstep: Class 20 contains 179313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226598784.000000 Penalty: 155038.562500
Iteration 29Q: 19 clusters Score -2.265988e+08 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 22215 members 
Mstep: Class 3 contains 38938 members 
Mstep: Class 4 contains 457611 members 
Mstep: Class 5 contains 39054 members 
Mstep: Class 6 contains 16075 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3193 members 
Mstep: Class 11 contains 5250 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 43778 members 
Mstep: Class 14 contains 15866 members 
Mstep: Class 15 contains 172196 members 
Mstep: Class 16 contains 72140 members 
Mstep: Class 17 contains 146844 members 
Mstep: Class 19 contains 23927 members 
Mstep: Class 20 contains 179371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226598528.000000 Penalty: 155038.562500
Iteration 30Q: 19 clusters Score -2.265985e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 38929 members 
Mstep: Class 4 contains 459565 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 16093 members 
Mstep: Class 8 contains 12163 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 7745 members 
Mstep: Class 13 contains 43660 members 
Mstep: Class 14 contains 15886 members 
Mstep: Class 15 contains 172817 members 
Mstep: Class 16 contains 72323 members 
Mstep: Class 17 contains 143966 members 
Mstep: Class 19 contains 24196 members 
Mstep: Class 20 contains 179427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226597984.000000 Penalty: 155038.562500
Iteration 31Q: 19 clusters Score -2.26598e+08 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 38927 members 
Mstep: Class 4 contains 461327 members 
Mstep: Class 5 contains 38848 members 
Mstep: Class 6 contains 16118 members 
Mstep: Class 8 contains 12164 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 7752 members 
Mstep: Class 13 contains 43562 members 
Mstep: Class 14 contains 15905 members 
Mstep: Class 15 contains 173293 members 
Mstep: Class 16 contains 72513 members 
Mstep: Class 17 contains 141405 members 
Mstep: Class 19 contains 24440 members 
Mstep: Class 20 contains 179476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226597936.000000 Penalty: 155038.562500
Iteration 32Q: 19 clusters Score -2.265979e+08 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 38935 members 
Mstep: Class 4 contains 462928 members 
Mstep: Class 5 contains 38784 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 8 contains 12166 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 5235 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 43490 members 
Mstep: Class 14 contains 15913 members 
Mstep: Class 15 contains 173637 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 139147 members 
Mstep: Class 19 contains 24639 members 
Mstep: Class 20 contains 179505 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -2.265976e+08 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 21803 members 
Mstep: Class 3 contains 38941 members 
Mstep: Class 4 contains 464381 members 
Mstep: Class 5 contains 38699 members 
Mstep: Class 6 contains 16144 members 
Mstep: Class 8 contains 12169 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 5234 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 43415 members 
Mstep: Class 14 contains 15910 members 
Mstep: Class 15 contains 173948 members 
Mstep: Class 16 contains 72898 members 
Mstep: Class 17 contains 137089 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 179539 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 34Q: 19 clusters Score -2.265971e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 38942 members 
Mstep: Class 4 contains 465627 members 
Mstep: Class 5 contains 38619 members 
Mstep: Class 6 contains 16144 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 5230 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 43372 members 
Mstep: Class 14 contains 15917 members 
Mstep: Class 15 contains 174231 members 
Mstep: Class 16 contains 73116 members 
Mstep: Class 17 contains 135203 members 
Mstep: Class 19 contains 25071 members 
Mstep: Class 20 contains 179577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226596656.000000 Penalty: 155038.562500
Iteration 35Q: 19 clusters Score -2.265967e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 21655 members 
Mstep: Class 3 contains 38937 members 
Mstep: Class 4 contains 466749 members 
Mstep: Class 5 contains 38549 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 43340 members 
Mstep: Class 14 contains 15916 members 
Mstep: Class 15 contains 174456 members 
Mstep: Class 16 contains 73285 members 
Mstep: Class 17 contains 133551 members 
Mstep: Class 19 contains 25257 members 
Mstep: Class 20 contains 179608 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -2.265969e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 21579 members 
Mstep: Class 3 contains 38928 members 
Mstep: Class 4 contains 467757 members 
Mstep: Class 5 contains 38493 members 
Mstep: Class 6 contains 16148 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 5230 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 43305 members 
Mstep: Class 14 contains 15914 members 
Mstep: Class 15 contains 174606 members 
Mstep: Class 16 contains 73440 members 
Mstep: Class 17 contains 132114 members 
Mstep: Class 19 contains 25431 members 
Mstep: Class 20 contains 179640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226596416.000000 Penalty: 155038.562500
Iteration 37Q: 19 clusters Score -2.265964e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 21511 members 
Mstep: Class 3 contains 38914 members 
Mstep: Class 4 contains 468685 members 
Mstep: Class 5 contains 38425 members 
Mstep: Class 6 contains 16144 members 
Mstep: Class 8 contains 12171 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 43284 members 
Mstep: Class 14 contains 15911 members 
Mstep: Class 15 contains 174709 members 
Mstep: Class 16 contains 73581 members 
Mstep: Class 17 contains 130869 members 
Mstep: Class 19 contains 25560 members 
Mstep: Class 20 contains 179671 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 19 clusters Score -2.265964e+08 nChanged 2687
Entering ConstructFrom: 
Score: -226596432.000000 Penalty: 155038.562500
Entering ConstructFrom: 
Trying to split cluster 1 (19079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Entering Unmasked Estep 
Score: -3242091.500000 Penalty: 6037.010254
	Iteration 0F: 2 clusters Score -3242092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3226209.000000 Penalty: 12074.020508
	Iteration 0F: 3 clusters Score -3226209 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3231251.000000 Penalty: 12074.020508
	Iteration 1F: 3 clusters Score -3231251 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3233045.500000 Penalty: 12074.020508
	Iteration 2F: 3 clusters Score -3233046 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3234524.250000 Penalty: 12074.020508
	Iteration 3F: 3 clusters Score -3234524 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3235654.250000 Penalty: 12074.020508
	Iteration 4F: 3 clusters Score -3235654 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3236745.750000 Penalty: 12074.020508
	Iteration 5F: 3 clusters Score -3236746 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3237968.750000 Penalty: 12074.020508
	Iteration 6F: 3 clusters Score -3237969 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3239140.750000 Penalty: 12074.020508
	Iteration 7F: 3 clusters Score -3239141 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3240350.750000 Penalty: 12074.020508
	Iteration 8F: 3 clusters Score -3240351 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3241288.250000 Penalty: 12074.020508
	Iteration 9Q: 3 clusters Score -3241288 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3241918.000000 Penalty: 12074.020508
	Iteration 10Q: 3 clusters Score -3241918 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3242330.500000 Penalty: 12074.020508
	Iteration 11Q: 3 clusters Score -3242330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3242615.250000 Penalty: 12074.020508
	Iteration 12Q: 3 clusters Score -3242615 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3242839.250000 Penalty: 12074.020508
	Iteration 13Q: 3 clusters Score -3242839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3243032.500000 Penalty: 12074.020508
	Iteration 14Q: 3 clusters Score -3243032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3243195.000000 Penalty: 12074.020508
	Iteration 15Q: 3 clusters Score -3243195 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3243338.000000 Penalty: 12074.020508
	Iteration 16Q: 3 clusters Score -3243338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3243450.250000 Penalty: 12074.020508
	Iteration 17Q: 3 clusters Score -3243450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3243547.250000 Penalty: 12074.020508
	Iteration 18Q: 3 clusters Score -3243547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3243637.750000 Penalty: 12074.020508
	Iteration 19Q: 3 clusters Score -3243638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3243725.500000 Penalty: 12074.020508
	Iteration 20F: 3 clusters Score -3243726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3243762.500000 Penalty: 12074.020508
	Iteration 21Q: 3 clusters Score -3243762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3243784.500000 Penalty: 12074.020508
	Iteration 22Q: 3 clusters Score -3243784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3243807.750000 Penalty: 12074.020508
	Iteration 23Q: 3 clusters Score -3243808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3243825.250000 Penalty: 12074.020508
	Iteration 24Q: 3 clusters Score -3243825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3243830.250000 Penalty: 12074.020508
	Iteration 25Q: 3 clusters Score -3243830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3243854.500000 Penalty: 12074.020508
	Iteration 26Q: 3 clusters Score -3243854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3243860.250000 Penalty: 12074.020508
	Iteration 27Q: 3 clusters Score -3243860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3243871.750000 Penalty: 12074.020508
	Iteration 28Q: 3 clusters Score -3243872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3243883.250000 Penalty: 12074.020508
	Iteration 29Q: 3 clusters Score -3243883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3243878.000000 Penalty: 12074.020508
	Iteration 30Q: 3 clusters Score -3243878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3243886.500000 Penalty: 12074.020508
	Iteration 31Q: 3 clusters Score -3243886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3243893.750000 Penalty: 12074.020508
	Iteration 32Q: 3 clusters Score -3243894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3243894.500000 Penalty: 12074.020508
	Iteration 33Q: 3 clusters Score -3243894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3243898.500000 Penalty: 12074.020508
	Iteration 34Q: 3 clusters Score -3243898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3243904.000000 Penalty: 12074.020508
	Iteration 35Q: 3 clusters Score -3243904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3243903.250000 Penalty: 12074.020508
	Iteration 36Q: 3 clusters Score -3243903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3243903.250000 Penalty: 12074.020508
	Iteration 37F: 3 clusters Score -3243903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 16139 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 174827 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Entering Unmasked Estep 
Score: -226596912.000000 Penalty: 163651.812500
Splitting cluster 1 changes total score from -226596432.000000 to -226596912.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (21453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Entering Unmasked Estep 
Score: -3694953.750000 Penalty: 6108.841797
	Iteration 0F: 2 clusters Score -3694954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3677552.500000 Penalty: 12217.683594
	Iteration 0F: 3 clusters Score -3677552 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3682474.250000 Penalty: 12217.683594
	Iteration 1F: 3 clusters Score -3682474 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3683944.000000 Penalty: 12217.683594
	Iteration 2F: 3 clusters Score -3683944 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3686232.750000 Penalty: 12217.683594
	Iteration 3F: 3 clusters Score -3686233 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3688635.500000 Penalty: 12217.683594
	Iteration 4F: 3 clusters Score -3688636 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3690826.500000 Penalty: 12217.683594
	Iteration 5F: 3 clusters Score -3690826 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3692519.500000 Penalty: 12217.683594
	Iteration 6F: 3 clusters Score -3692520 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3694002.000000 Penalty: 12217.683594
	Iteration 7F: 3 clusters Score -3694002 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3695414.000000 Penalty: 12217.683594
	Iteration 8Q: 3 clusters Score -3695414 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3696450.000000 Penalty: 12217.683594
	Iteration 9Q: 3 clusters Score -3696450 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3696935.500000 Penalty: 12217.683594
	Iteration 10Q: 3 clusters Score -3696936 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3697153.750000 Penalty: 12217.683594
	Iteration 11Q: 3 clusters Score -3697154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3697243.250000 Penalty: 12217.683594
	Iteration 12Q: 3 clusters Score -3697243 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3697278.500000 Penalty: 12217.683594
	Iteration 13Q: 3 clusters Score -3697278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3697305.000000 Penalty: 12217.683594
	Iteration 14Q: 3 clusters Score -3697305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3697318.750000 Penalty: 12217.683594
	Iteration 15Q: 3 clusters Score -3697319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3697322.500000 Penalty: 12217.683594
	Iteration 16Q: 3 clusters Score -3697322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3697328.000000 Penalty: 12217.683594
	Iteration 17Q: 3 clusters Score -3697328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3697324.000000 Penalty: 12217.683594
	Iteration 18Q: 3 clusters Score -3697324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3697327.750000 Penalty: 12217.683594
	Iteration 19Q: 3 clusters Score -3697328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3697328.750000 Penalty: 12217.683594
	Iteration 20F: 3 clusters Score -3697329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3697328.250000 Penalty: 12217.683594
	Iteration 21Q: 3 clusters Score -3697328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3697331.000000 Penalty: 12217.683594
	Iteration 22Q: 3 clusters Score -3697331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3697333.750000 Penalty: 12217.683594
	Iteration 23Q: 3 clusters Score -3697334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3697326.750000 Penalty: 12217.683594
	Iteration 24Q: 3 clusters Score -3697327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3697326.750000 Penalty: 12217.683594
	Iteration 25F: 3 clusters Score -3697327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 15162 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 16139 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 174827 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 6291 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Entering Unmasked Estep 
Score: -226596176.000000 Penalty: 172265.062500
Splitting cluster 2 changes total score from -226596432.000000 to -226596176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (38897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Entering Unmasked Estep 
Score: -7002081.000000 Penalty: 6473.311523
	Iteration 0F: 2 clusters Score -7002081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -6973559.000000 Penalty: 12946.623047
	Iteration 0F: 3 clusters Score -6973559 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -6982360.500000 Penalty: 12946.623047
	Iteration 1F: 3 clusters Score -6982360 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -6983266.000000 Penalty: 12946.623047
	Iteration 2F: 3 clusters Score -6983266 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -6984171.500000 Penalty: 12946.623047
	Iteration 3Q: 3 clusters Score -6984172 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -6985273.000000 Penalty: 12946.623047
	Iteration 4Q: 3 clusters Score -6985273 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -6986589.000000 Penalty: 12946.623047
	Iteration 5F: 3 clusters Score -6986589 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -6988140.000000 Penalty: 12946.623047
	Iteration 6F: 3 clusters Score -6988140 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6989808.000000 Penalty: 12946.623047
	Iteration 7F: 3 clusters Score -6989808 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6991390.500000 Penalty: 12946.623047
	Iteration 8F: 3 clusters Score -6991390 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -6992677.500000 Penalty: 12946.623047
	Iteration 9F: 3 clusters Score -6992678 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6993456.000000 Penalty: 12946.623047
	Iteration 10Q: 3 clusters Score -6993456 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6993966.000000 Penalty: 12946.623047
	Iteration 11Q: 3 clusters Score -6993966 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -6994287.000000 Penalty: 12946.623047
	Iteration 12Q: 3 clusters Score -6994287 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -6994428.500000 Penalty: 12946.623047
	Iteration 13Q: 3 clusters Score -6994428 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6994546.000000 Penalty: 12946.623047
	Iteration 14Q: 3 clusters Score -6994546 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -6994597.500000 Penalty: 12946.623047
	Iteration 15Q: 3 clusters Score -6994598 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6994663.500000 Penalty: 12946.623047
	Iteration 16Q: 3 clusters Score -6994664 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -6994743.500000 Penalty: 12946.623047
	Iteration 17Q: 3 clusters Score -6994744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6994753.500000 Penalty: 12946.623047
	Iteration 18Q: 3 clusters Score -6994754 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -6994798.000000 Penalty: 12946.623047
	Iteration 19Q: 3 clusters Score -6994798 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6994837.000000 Penalty: 12946.623047
	Iteration 20F: 3 clusters Score -6994837 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -6994886.000000 Penalty: 12946.623047
	Iteration 21Q: 3 clusters Score -6994886 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6994950.000000 Penalty: 12946.623047
	Iteration 22Q: 3 clusters Score -6994950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -6994997.000000 Penalty: 12946.623047
	Iteration 23Q: 3 clusters Score -6994997 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -6995064.500000 Penalty: 12946.623047
	Iteration 24Q: 3 clusters Score -6995064 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -6995112.500000 Penalty: 12946.623047
	Iteration 25Q: 3 clusters Score -6995112 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -6995130.000000 Penalty: 12946.623047
	Iteration 26Q: 3 clusters Score -6995130 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -6995146.000000 Penalty: 12946.623047
	Iteration 27Q: 3 clusters Score -6995146 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6995178.500000 Penalty: 12946.623047
	Iteration 28Q: 3 clusters Score -6995178 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6995208.500000 Penalty: 12946.623047
	Iteration 29Q: 3 clusters Score -6995208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -6995247.000000 Penalty: 12946.623047
	Iteration 30Q: 3 clusters Score -6995247 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -6995263.000000 Penalty: 12946.623047
	Iteration 31Q: 3 clusters Score -6995263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -6995265.000000 Penalty: 12946.623047
	Iteration 32Q: 3 clusters Score -6995265 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -6995320.000000 Penalty: 12946.623047
	Iteration 33Q: 3 clusters Score -6995320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6995339.500000 Penalty: 12946.623047
	Iteration 34Q: 3 clusters Score -6995340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -6995358.000000 Penalty: 12946.623047
	Iteration 35Q: 3 clusters Score -6995358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6995370.500000 Penalty: 12946.623047
	Iteration 36Q: 3 clusters Score -6995370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -6995377.000000 Penalty: 12946.623047
	Iteration 37Q: 3 clusters Score -6995377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -6995380.500000 Penalty: 12946.623047
	Iteration 38Q: 3 clusters Score -6995380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6995396.500000 Penalty: 12946.623047
	Iteration 39Q: 3 clusters Score -6995396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -6995422.500000 Penalty: 12946.623047
	Iteration 40F: 3 clusters Score -6995422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -6995442.000000 Penalty: 12946.623047
	Iteration 41Q: 3 clusters Score -6995442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6995445.500000 Penalty: 12946.623047
	Iteration 42Q: 3 clusters Score -6995446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -6995451.500000 Penalty: 12946.623047
	Iteration 43Q: 3 clusters Score -6995452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -6995454.000000 Penalty: 12946.623047
	Iteration 44Q: 3 clusters Score -6995454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -6995466.000000 Penalty: 12946.623047
	Iteration 45Q: 3 clusters Score -6995466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6995461.000000 Penalty: 12946.623047
	Iteration 46Q: 3 clusters Score -6995461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -6995465.000000 Penalty: 12946.623047
	Iteration 47Q: 3 clusters Score -6995465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -6995465.500000 Penalty: 12946.623047
	Iteration 48Q: 3 clusters Score -6995466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -6995480.000000 Penalty: 12946.623047
	Iteration 49Q: 3 clusters Score -6995480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6995477.500000 Penalty: 12946.623047
	Iteration 50Q: 3 clusters Score -6995478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -6995483.000000 Penalty: 12946.623047
	Iteration 51Q: 3 clusters Score -6995483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -6995486.500000 Penalty: 12946.623047
	Iteration 52Q: 3 clusters Score -6995486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -6995484.500000 Penalty: 12946.623047
	Iteration 53Q: 3 clusters Score -6995484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -6995482.000000 Penalty: 12946.623047
	Iteration 54Q: 3 clusters Score -6995482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -6995495.500000 Penalty: 12946.623047
	Iteration 55Q: 3 clusters Score -6995496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -6995504.500000 Penalty: 12946.623047
	Iteration 56Q: 3 clusters Score -6995504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -6995500.500000 Penalty: 12946.623047
	Iteration 57Q: 3 clusters Score -6995500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -6995526.500000 Penalty: 12946.623047
	Iteration 58Q: 3 clusters Score -6995526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -6995533.000000 Penalty: 12946.623047
	Iteration 59Q: 3 clusters Score -6995533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -6995531.000000 Penalty: 12946.623047
	Iteration 60F: 3 clusters Score -6995531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -6995534.500000 Penalty: 12946.623047
	Iteration 61Q: 3 clusters Score -6995534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -6995545.500000 Penalty: 12946.623047
	Iteration 62Q: 3 clusters Score -6995546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -6995552.500000 Penalty: 12946.623047
	Iteration 63Q: 3 clusters Score -6995552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6995563.500000 Penalty: 12946.623047
	Iteration 64Q: 3 clusters Score -6995564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -6995555.500000 Penalty: 12946.623047
	Iteration 65Q: 3 clusters Score -6995556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6995548.500000 Penalty: 12946.623047
	Iteration 66Q: 3 clusters Score -6995548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6995578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6995573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -6995592.500000 Penalty: 12946.623047
	Iteration 69Q: 3 clusters Score -6995592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -6995587.500000 Penalty: 12946.623047
	Iteration 70Q: 3 clusters Score -6995588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6995590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -6995594.000000 Penalty: 12946.623047
	Iteration 72Q: 3 clusters Score -6995594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -6995605.500000 Penalty: 12946.623047
	Iteration 73Q: 3 clusters Score -6995606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6995606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -6995614.500000 Penalty: 12946.623047
	Iteration 75Q: 3 clusters Score -6995614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6995602.500000 Penalty: 12946.623047
	Iteration 76Q: 3 clusters Score -6995602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6995627.500000 Penalty: 12946.623047
	Iteration 77Q: 3 clusters Score -6995628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -6995636.500000 Penalty: 12946.623047
	Iteration 78Q: 3 clusters Score -6995636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -6995623.500000 Penalty: 12946.623047
	Iteration 79Q: 3 clusters Score -6995624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -6995639.000000 Penalty: 12946.623047
	Iteration 80F: 3 clusters Score -6995639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6995655.000000 Penalty: 12946.623047
	Iteration 81Q: 3 clusters Score -6995655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -6995657.500000 Penalty: 12946.623047
	Iteration 82Q: 3 clusters Score -6995658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6995664.000000 Penalty: 12946.623047
	Iteration 83Q: 3 clusters Score -6995664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6995680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -6995692.000000 Penalty: 12946.623047
	Iteration 85Q: 3 clusters Score -6995692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6995700.000000 Penalty: 12946.623047
	Iteration 86Q: 3 clusters Score -6995700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6995734.500000 Penalty: 12946.623047
	Iteration 87Q: 3 clusters Score -6995734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -6995749.000000 Penalty: 12946.623047
	Iteration 88Q: 3 clusters Score -6995749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6995739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6995741.500000 Penalty: 12946.623047
	Iteration 90Q: 3 clusters Score -6995742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -6995767.000000 Penalty: 12946.623047
	Iteration 91Q: 3 clusters Score -6995767 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6995782.000000 Penalty: 12946.623047
	Iteration 92Q: 3 clusters Score -6995782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -6995786.000000 Penalty: 12946.623047
	Iteration 93Q: 3 clusters Score -6995786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -6995793.500000 Penalty: 12946.623047
	Iteration 94Q: 3 clusters Score -6995794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6995829.000000 Penalty: 12946.623047
	Iteration 95Q: 3 clusters Score -6995829 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6995830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -6995866.000000 Penalty: 12946.623047
	Iteration 97Q: 3 clusters Score -6995866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6995888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6995914.500000 Penalty: 12946.623047
	Iteration 99Q: 3 clusters Score -6995914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -6995946.500000 Penalty: 12946.623047
	Iteration 100F: 3 clusters Score -6995946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6995962.000000 Penalty: 12946.623047
	Iteration 101Q: 3 clusters Score -6995962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -6995992.000000 Penalty: 12946.623047
	Iteration 102Q: 3 clusters Score -6995992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -6995998.000000 Penalty: 12946.623047
	Iteration 103Q: 3 clusters Score -6995998 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6996058.500000 Penalty: 12946.623047
	Iteration 104Q: 3 clusters Score -6996058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6996069.000000 Penalty: 12946.623047
	Iteration 105Q: 3 clusters Score -6996069 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6996099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6996145.000000 Penalty: 12946.623047
	Iteration 107Q: 3 clusters Score -6996145 nChanged 148
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Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -6996174.000000 Penalty: 12946.623047
	Iteration 108Q: 3 clusters Score -6996174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -6996214.500000 Penalty: 12946.623047
	Iteration 109Q: 3 clusters Score -6996214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6996231.000000 Penalty: 12946.623047
	Iteration 110Q: 3 clusters Score -6996231 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6996299 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -6996384.500000 Penalty: 12946.623047
	Iteration 112Q: 3 clusters Score -6996384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -6996395.500000 Penalty: 12946.623047
	Iteration 113Q: 3 clusters Score -6996396 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -6996431.000000 Penalty: 12946.623047
	Iteration 114Q: 3 clusters Score -6996431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -6996468.500000 Penalty: 12946.623047
	Iteration 115Q: 3 clusters Score -6996468 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -6996518.000000 Penalty: 12946.623047
	Iteration 116Q: 3 clusters Score -6996518 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -6996559.500000 Penalty: 12946.623047
	Iteration 117Q: 3 clusters Score -6996560 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6996617 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6996722 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6996766 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6996788 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6996870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6996914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6996965 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6997018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6997080 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6997114 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6997147 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6997170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6997239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6997258 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6997282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6997326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6997343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6997373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6997385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6997429.500000 Penalty: 12946.623047
	Iteration 138Q: 3 clusters Score -6997430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6997434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6997450 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6997450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6997462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6997478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6997478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6997494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6997486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6997487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6997496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6997510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6997508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -6997519.500000 Penalty: 12946.623047
	Iteration 151Q: 3 clusters Score -6997520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6997520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -6997519.000000 Penalty: 12946.623047
	Iteration 153Q: 3 clusters Score -6997519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -6997518.500000 Penalty: 12946.623047
	Iteration 154Q: 3 clusters Score -6997518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -6997525.000000 Penalty: 12946.623047
	Iteration 155Q: 3 clusters Score -6997525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -6997519.000000 Penalty: 12946.623047
	Iteration 156Q: 3 clusters Score -6997519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -6997516.000000 Penalty: 12946.623047
	Iteration 157Q: 3 clusters Score -6997516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -6997512.000000 Penalty: 12946.623047
	Iteration 158Q: 3 clusters Score -6997512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6997504.000000 Penalty: 12946.623047
	Iteration 159Q: 3 clusters Score -6997504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -6997510.500000 Penalty: 12946.623047
	Iteration 160F: 3 clusters Score -6997510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6997506.500000 Penalty: 12946.623047
	Iteration 161Q: 3 clusters Score -6997506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6997520.500000 Penalty: 12946.623047
	Iteration 162Q: 3 clusters Score -6997520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -6997526.500000 Penalty: 12946.623047
	Iteration 163Q: 3 clusters Score -6997526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -6997521.500000 Penalty: 12946.623047
	Iteration 164Q: 3 clusters Score -6997522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6997530.000000 Penalty: 12946.623047
	Iteration 165Q: 3 clusters Score -6997530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -6997526.500000 Penalty: 12946.623047
	Iteration 166Q: 3 clusters Score -6997526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -6997539.000000 Penalty: 12946.623047
	Iteration 167Q: 3 clusters Score -6997539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -6997541.000000 Penalty: 12946.623047
	Iteration 168Q: 3 clusters Score -6997541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6997546.000000 Penalty: 12946.623047
	Iteration 169Q: 3 clusters Score -6997546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6997547.000000 Penalty: 12946.623047
	Iteration 170Q: 3 clusters Score -6997547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -6997539.000000 Penalty: 12946.623047
	Iteration 171Q: 3 clusters Score -6997539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6997555.000000 Penalty: 12946.623047
	Iteration 172Q: 3 clusters Score -6997555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -6997557.500000 Penalty: 12946.623047
	Iteration 173Q: 3 clusters Score -6997558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6997546.500000 Penalty: 12946.623047
	Iteration 174Q: 3 clusters Score -6997546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -6997555.000000 Penalty: 12946.623047
	Iteration 175Q: 3 clusters Score -6997555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6997548.000000 Penalty: 12946.623047
	Iteration 176Q: 3 clusters Score -6997548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -6997540.500000 Penalty: 12946.623047
	Iteration 177Q: 3 clusters Score -6997540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -6997550.000000 Penalty: 12946.623047
	Iteration 178Q: 3 clusters Score -6997550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -6997545.000000 Penalty: 12946.623047
	Iteration 179Q: 3 clusters Score -6997545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -6997557.000000 Penalty: 12946.623047
	Iteration 180F: 3 clusters Score -6997557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -6997563.500000 Penalty: 12946.623047
	Iteration 181Q: 3 clusters Score -6997564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -6997564.000000 Penalty: 12946.623047
	Iteration 182Q: 3 clusters Score -6997564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -6997563.000000 Penalty: 12946.623047
	Iteration 183Q: 3 clusters Score -6997563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -6997557.000000 Penalty: 12946.623047
	Iteration 184Q: 3 clusters Score -6997557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -6997561.000000 Penalty: 12946.623047
	Iteration 185Q: 3 clusters Score -6997561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6997569.500000 Penalty: 12946.623047
	Iteration 186Q: 3 clusters Score -6997570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6997575.000000 Penalty: 12946.623047
	Iteration 187Q: 3 clusters Score -6997575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -6997578.000000 Penalty: 12946.623047
	Iteration 188Q: 3 clusters Score -6997578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6997570.000000 Penalty: 12946.623047
	Iteration 189Q: 3 clusters Score -6997570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6997558.500000 Penalty: 12946.623047
	Iteration 190Q: 3 clusters Score -6997558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6997564.000000 Penalty: 12946.623047
	Iteration 191Q: 3 clusters Score -6997564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6997567.500000 Penalty: 12946.623047
	Iteration 192Q: 3 clusters Score -6997568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6997575.000000 Penalty: 12946.623047
	Iteration 193Q: 3 clusters Score -6997575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6997575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -6997576.500000 Penalty: 12946.623047
	Iteration 195Q: 3 clusters Score -6997576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6997579.000000 Penalty: 12946.623047
	Iteration 196Q: 3 clusters Score -6997579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6997571.500000 Penalty: 12946.623047
	Iteration 197Q: 3 clusters Score -6997572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -6997570.000000 Penalty: 12946.623047
	Iteration 198Q: 3 clusters Score -6997570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6997572 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3776 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6997572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (469446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 469446 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8.477545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 234851 members 
Mstep: Class 2 contains 234595 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8.447501e+07 nChanged 225448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238087 members 
Mstep: Class 2 contains 231359 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8.460734e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240232 members 
Mstep: Class 2 contains 229214 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8.460953e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243745 members 
Mstep: Class 2 contains 225701 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8.461147e+07 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249363 members 
Mstep: Class 2 contains 220083 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8.46155e+07 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258126 members 
Mstep: Class 2 contains 211320 members 
Entering Unmasked Estep 
Score: -84620112.000000 Penalty: 15997.653320
	Iteration 5Q: 3 clusters Score -8.462011e+07 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271314 members 
Mstep: Class 2 contains 198132 members 
Entering Unmasked Estep 
Score: -84627632.000000 Penalty: 15997.653320
	Iteration 6Q: 3 clusters Score -8.462763e+07 nChanged 23989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290527 members 
Mstep: Class 2 contains 178919 members 
Entering Unmasked Estep 
Score: -84639312.000000 Penalty: 15997.653320
	Iteration 7F: 3 clusters Score -8.463931e+07 nChanged 29600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316673 members 
Mstep: Class 2 contains 152773 members 
Entering Unmasked Estep 
Score: -84656544.000000 Penalty: 15997.653320
	Iteration 8F: 3 clusters Score -8.465654e+07 nChanged 34088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348611 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -84682048.000000 Penalty: 15997.653320
	Iteration 9F: 3 clusters Score -8.468205e+07 nChanged 35367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382834 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -84710824.000000 Penalty: 15997.653320
	Iteration 10F: 3 clusters Score -8.471082e+07 nChanged 30679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413003 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -84738184.000000 Penalty: 15997.653320
	Iteration 11F: 3 clusters Score -8.473818e+07 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435080 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -84755376.000000 Penalty: 15997.653320
	Iteration 12Q: 3 clusters Score -8.475538e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448832 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -84764912.000000 Penalty: 15997.653320
	Iteration 13Q: 3 clusters Score -8.476491e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456878 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -84768800.000000 Penalty: 15997.653320
	Iteration 14Q: 3 clusters Score -8.47688e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461261 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -84770112.000000 Penalty: 15997.653320
	Iteration 15Q: 3 clusters Score -8.477011e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463537 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -84770616.000000 Penalty: 15997.653320
	Iteration 16Q: 3 clusters Score -8.477062e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464674 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -84771048.000000 Penalty: 15997.653320
	Iteration 17Q: 3 clusters Score -8.477105e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465283 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -84771160.000000 Penalty: 15997.653320
	Iteration 18Q: 3 clusters Score -8.477116e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465630 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -84771400.000000 Penalty: 15997.653320
	Iteration 19Q: 3 clusters Score -8.47714e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465827 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -84771520.000000 Penalty: 15997.653320
	Iteration 20F: 3 clusters Score -8.477152e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465952 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -84771600.000000 Penalty: 15997.653320
	Iteration 21Q: 3 clusters Score -8.47716e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466058 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -84771624.000000 Penalty: 15997.653320
	Iteration 22Q: 3 clusters Score -8.477162e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466142 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -84771624.000000 Penalty: 15997.653320
	Iteration 23Q: 3 clusters Score -8.477162e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466218 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -84771632.000000 Penalty: 15997.653320
	Iteration 24Q: 3 clusters Score -8.477163e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466291 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -84771760.000000 Penalty: 15997.653320
	Iteration 25Q: 3 clusters Score -8.477176e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466356 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -84771872.000000 Penalty: 15997.653320
	Iteration 26Q: 3 clusters Score -8.477187e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466407 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -84771920.000000 Penalty: 15997.653320
	Iteration 27Q: 3 clusters Score -8.477192e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466463 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -84771920.000000 Penalty: 15997.653320
	Iteration 28Q: 3 clusters Score -8.477192e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466496 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -84771904.000000 Penalty: 15997.653320
	Iteration 29Q: 3 clusters Score -8.47719e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466524 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -84771944.000000 Penalty: 15997.653320
	Iteration 30Q: 3 clusters Score -8.477194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466538 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -84771904.000000 Penalty: 15997.653320
	Iteration 31Q: 3 clusters Score -8.47719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466544 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -84771872.000000 Penalty: 15997.653320
	Iteration 32Q: 3 clusters Score -8.477187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466551 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -84771912.000000 Penalty: 15997.653320
	Iteration 33Q: 3 clusters Score -8.477191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466553 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -84771984.000000 Penalty: 15997.653320
	Iteration 34Q: 3 clusters Score -8.477198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466560 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -84771920.000000 Penalty: 15997.653320
	Iteration 35Q: 3 clusters Score -8.477192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466567 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -84771912.000000 Penalty: 15997.653320
	Iteration 36Q: 3 clusters Score -8.477191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466570 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -84771896.000000 Penalty: 15997.653320
	Iteration 37Q: 3 clusters Score -8.47719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466571 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -84771864.000000 Penalty: 15997.653320
	Iteration 38Q: 3 clusters Score -8.477186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466569 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -84771840.000000 Penalty: 15997.653320
	Iteration 39Q: 3 clusters Score -8.477184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466571 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -84771872.000000 Penalty: 15997.653320
	Iteration 40F: 3 clusters Score -8.477187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466573 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -84771888.000000 Penalty: 15997.653320
	Iteration 41Q: 3 clusters Score -8.477189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466577 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -84771904.000000 Penalty: 15997.653320
	Iteration 42Q: 3 clusters Score -8.47719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466579 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -84771904.000000 Penalty: 15997.653320
	Iteration 43Q: 3 clusters Score -8.47719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466581 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -84771880.000000 Penalty: 15997.653320
	Iteration 44Q: 3 clusters Score -8.477188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466583 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -84771880.000000 Penalty: 15997.653320
	Iteration 45Q: 3 clusters Score -8.477188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466584 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -84771880.000000 Penalty: 15997.653320
	Iteration 46Q: 3 clusters Score -8.477188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466587 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -84771896.000000 Penalty: 15997.653320
	Iteration 47Q: 3 clusters Score -8.47719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466586 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -84771888.000000 Penalty: 15997.653320
	Iteration 48Q: 3 clusters Score -8.477189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466586 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -84771888.000000 Penalty: 15997.653320
	Iteration 49F: 3 clusters Score -8.477189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Entering Unmasked Estep 
Score: -6905149.000000 Penalty: 6464.876953
	Iteration 0F: 2 clusters Score -6905149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6877088.500000 Penalty: 12929.753906
	Iteration 0F: 3 clusters Score -6877088 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -6885970.000000 Penalty: 12929.753906
	Iteration 1F: 3 clusters Score -6885970 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -6887118.000000 Penalty: 12929.753906
	Iteration 2F: 3 clusters Score -6887118 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6888300.500000 Penalty: 12929.753906
	Iteration 3F: 3 clusters Score -6888300 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -6889554.000000 Penalty: 12929.753906
	Iteration 4F: 3 clusters Score -6889554 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -6890807.000000 Penalty: 12929.753906
	Iteration 5F: 3 clusters Score -6890807 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -6892076.000000 Penalty: 12929.753906
	Iteration 6F: 3 clusters Score -6892076 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -6893237.000000 Penalty: 12929.753906
	Iteration 7F: 3 clusters Score -6893237 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -6894153.000000 Penalty: 12929.753906
	Iteration 8Q: 3 clusters Score -6894153 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6894878.000000 Penalty: 12929.753906
	Iteration 9Q: 3 clusters Score -6894878 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -6895418.000000 Penalty: 12929.753906
	Iteration 10Q: 3 clusters Score -6895418 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -6895747.500000 Penalty: 12929.753906
	Iteration 11Q: 3 clusters Score -6895748 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -6895977.000000 Penalty: 12929.753906
	Iteration 12Q: 3 clusters Score -6895977 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -6896130.000000 Penalty: 12929.753906
	Iteration 13Q: 3 clusters Score -6896130 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -6896278.500000 Penalty: 12929.753906
	Iteration 14Q: 3 clusters Score -6896278 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -6896360.500000 Penalty: 12929.753906
	Iteration 15Q: 3 clusters Score -6896360 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6896464.000000 Penalty: 12929.753906
	Iteration 16Q: 3 clusters Score -6896464 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6896558.000000 Penalty: 12929.753906
	Iteration 17Q: 3 clusters Score -6896558 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6896601.500000 Penalty: 12929.753906
	Iteration 18Q: 3 clusters Score -6896602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6896719.500000 Penalty: 12929.753906
	Iteration 19Q: 3 clusters Score -6896720 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6896788.000000 Penalty: 12929.753906
	Iteration 20F: 3 clusters Score -6896788 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -6896870.500000 Penalty: 12929.753906
	Iteration 21Q: 3 clusters Score -6896870 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -6896984.000000 Penalty: 12929.753906
	Iteration 22Q: 3 clusters Score -6896984 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6897065.000000 Penalty: 12929.753906
	Iteration 23Q: 3 clusters Score -6897065 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -6897149.000000 Penalty: 12929.753906
	Iteration 24Q: 3 clusters Score -6897149 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -6897252.000000 Penalty: 12929.753906
	Iteration 25Q: 3 clusters Score -6897252 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -6897346.000000 Penalty: 12929.753906
	Iteration 26Q: 3 clusters Score -6897346 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6897472.000000 Penalty: 12929.753906
	Iteration 27Q: 3 clusters Score -6897472 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -6897634.500000 Penalty: 12929.753906
	Iteration 28Q: 3 clusters Score -6897634 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -6897780.500000 Penalty: 12929.753906
	Iteration 29Q: 3 clusters Score -6897780 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6897935.500000 Penalty: 12929.753906
	Iteration 30Q: 3 clusters Score -6897936 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6898118.000000 Penalty: 12929.753906
	Iteration 31Q: 3 clusters Score -6898118 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6898319.500000 Penalty: 12929.753906
	Iteration 32Q: 3 clusters Score -6898320 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -6898504.500000 Penalty: 12929.753906
	Iteration 33Q: 3 clusters Score -6898504 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -6898794.000000 Penalty: 12929.753906
	Iteration 34Q: 3 clusters Score -6898794 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6899028.000000 Penalty: 12929.753906
	Iteration 35Q: 3 clusters Score -6899028 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -6899213.500000 Penalty: 12929.753906
	Iteration 36Q: 3 clusters Score -6899214 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -6899443.000000 Penalty: 12929.753906
	Iteration 37Q: 3 clusters Score -6899443 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6899703.500000 Penalty: 12929.753906
	Iteration 38Q: 3 clusters Score -6899704 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -6899926.500000 Penalty: 12929.753906
	Iteration 39Q: 3 clusters Score -6899926 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -6900147.500000 Penalty: 12929.753906
	Iteration 40F: 3 clusters Score -6900148 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -6900356.500000 Penalty: 12929.753906
	Iteration 41Q: 3 clusters Score -6900356 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6900553.000000 Penalty: 12929.753906
	Iteration 42Q: 3 clusters Score -6900553 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6900733.500000 Penalty: 12929.753906
	Iteration 43Q: 3 clusters Score -6900734 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -6900886.000000 Penalty: 12929.753906
	Iteration 44Q: 3 clusters Score -6900886 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6900974.500000 Penalty: 12929.753906
	Iteration 45Q: 3 clusters Score -6900974 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -6901090.000000 Penalty: 12929.753906
	Iteration 46Q: 3 clusters Score -6901090 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6901143.000000 Penalty: 12929.753906
	Iteration 47Q: 3 clusters Score -6901143 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -6901198.500000 Penalty: 12929.753906
	Iteration 48Q: 3 clusters Score -6901198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6901234.500000 Penalty: 12929.753906
	Iteration 49Q: 3 clusters Score -6901234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -6901280.500000 Penalty: 12929.753906
	Iteration 50Q: 3 clusters Score -6901280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -6901289.000000 Penalty: 12929.753906
	Iteration 51Q: 3 clusters Score -6901289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6901326.500000 Penalty: 12929.753906
	Iteration 52Q: 3 clusters Score -6901326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -6901339.000000 Penalty: 12929.753906
	Iteration 53Q: 3 clusters Score -6901339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -6901364.000000 Penalty: 12929.753906
	Iteration 54Q: 3 clusters Score -6901364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -6901395.000000 Penalty: 12929.753906
	Iteration 55Q: 3 clusters Score -6901395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -6901399.000000 Penalty: 12929.753906
	Iteration 56Q: 3 clusters Score -6901399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -6901419.500000 Penalty: 12929.753906
	Iteration 57Q: 3 clusters Score -6901420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -6901428.000000 Penalty: 12929.753906
	Iteration 58Q: 3 clusters Score -6901428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6901442.000000 Penalty: 12929.753906
	Iteration 59Q: 3 clusters Score -6901442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -6901485.000000 Penalty: 12929.753906
	Iteration 60F: 3 clusters Score -6901485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -6901486.500000 Penalty: 12929.753906
	Iteration 61Q: 3 clusters Score -6901486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -6901480.500000 Penalty: 12929.753906
	Iteration 62Q: 3 clusters Score -6901480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -6901496.000000 Penalty: 12929.753906
	Iteration 63Q: 3 clusters Score -6901496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -6901507.500000 Penalty: 12929.753906
	Iteration 64Q: 3 clusters Score -6901508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -6901523.500000 Penalty: 12929.753906
	Iteration 65Q: 3 clusters Score -6901524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6901516.500000 Penalty: 12929.753906
	Iteration 66Q: 3 clusters Score -6901516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -6901512.000000 Penalty: 12929.753906
	Iteration 67Q: 3 clusters Score -6901512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6901523.500000 Penalty: 12929.753906
	Iteration 68Q: 3 clusters Score -6901524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6901525.500000 Penalty: 12929.753906
	Iteration 69Q: 3 clusters Score -6901526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -6901543.500000 Penalty: 12929.753906
	Iteration 70Q: 3 clusters Score -6901544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6901539.500000 Penalty: 12929.753906
	Iteration 71Q: 3 clusters Score -6901540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -6901545.500000 Penalty: 12929.753906
	Iteration 72Q: 3 clusters Score -6901546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -6901543.000000 Penalty: 12929.753906
	Iteration 73Q: 3 clusters Score -6901543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -6901549.000000 Penalty: 12929.753906
	Iteration 74Q: 3 clusters Score -6901549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6901547.000000 Penalty: 12929.753906
	Iteration 75Q: 3 clusters Score -6901547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -6901546.000000 Penalty: 12929.753906
	Iteration 76Q: 3 clusters Score -6901546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -6901547.000000 Penalty: 12929.753906
	Iteration 77Q: 3 clusters Score -6901547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -6901547.000000 Penalty: 12929.753906
	Iteration 78F: 3 clusters Score -6901547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Entering Unmasked Estep 
Score: -2714494.750000 Penalty: 5934.509277
	Iteration 0F: 2 clusters Score -2714495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2700444.500000 Penalty: 11869.018555
	Iteration 0F: 3 clusters Score -2700444 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2705609.750000 Penalty: 11869.018555
	Iteration 1F: 3 clusters Score -2705610 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2708560.500000 Penalty: 11869.018555
	Iteration 2F: 3 clusters Score -2708560 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2711148.750000 Penalty: 11869.018555
	Iteration 3F: 3 clusters Score -2711149 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2713304.000000 Penalty: 11869.018555
	Iteration 4F: 3 clusters Score -2713304 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2714799.250000 Penalty: 11869.018555
	Iteration 5F: 3 clusters Score -2714799 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2715923.250000 Penalty: 11869.018555
	Iteration 6F: 3 clusters Score -2715923 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2716743.750000 Penalty: 11869.018555
	Iteration 7Q: 3 clusters Score -2716744 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2717273.500000 Penalty: 11869.018555
	Iteration 8Q: 3 clusters Score -2717274 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2717646.500000 Penalty: 11869.018555
	Iteration 9Q: 3 clusters Score -2717646 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2717927.000000 Penalty: 11869.018555
	Iteration 10Q: 3 clusters Score -2717927 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2718104.750000 Penalty: 11869.018555
	Iteration 11Q: 3 clusters Score -2718105 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2718181.750000 Penalty: 11869.018555
	Iteration 12Q: 3 clusters Score -2718182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2718239.750000 Penalty: 11869.018555
	Iteration 13Q: 3 clusters Score -2718240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2718266.500000 Penalty: 11869.018555
	Iteration 14Q: 3 clusters Score -2718266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2718300.500000 Penalty: 11869.018555
	Iteration 15Q: 3 clusters Score -2718300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2718319.500000 Penalty: 11869.018555
	Iteration 16Q: 3 clusters Score -2718320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2718325.250000 Penalty: 11869.018555
	Iteration 17Q: 3 clusters Score -2718325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2718329.750000 Penalty: 11869.018555
	Iteration 18Q: 3 clusters Score -2718330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2718335.000000 Penalty: 11869.018555
	Iteration 19Q: 3 clusters Score -2718335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2718334.000000 Penalty: 11869.018555
	Iteration 20F: 3 clusters Score -2718334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2718338.000000 Penalty: 11869.018555
	Iteration 21Q: 3 clusters Score -2718338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2718339.750000 Penalty: 11869.018555
	Iteration 22Q: 3 clusters Score -2718340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2718344.750000 Penalty: 11869.018555
	Iteration 23Q: 3 clusters Score -2718345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2718345.750000 Penalty: 11869.018555
	Iteration 24Q: 3 clusters Score -2718346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2718348.000000 Penalty: 11869.018555
	Iteration 25Q: 3 clusters Score -2718348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2718347.500000 Penalty: 11869.018555
	Iteration 26Q: 3 clusters Score -2718348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2718346.750000 Penalty: 11869.018555
	Iteration 27Q: 3 clusters Score -2718347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2718345.750000 Penalty: 11869.018555
	Iteration 28Q: 3 clusters Score -2718346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2718345.750000 Penalty: 11869.018555
	Iteration 29F: 3 clusters Score -2718346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 174827 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Entering Unmasked Estep 
Score: -226598656.000000 Penalty: 172265.062500
Splitting cluster 6 changes total score from -226596432.000000 to -226598656.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (12170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Entering Unmasked Estep 
Score: -2143164.750000 Penalty: 5761.621582
	Iteration 0F: 2 clusters Score -2143165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2131971.250000 Penalty: 11523.243164
	Iteration 0F: 3 clusters Score -2131971 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2140759.500000 Penalty: 11523.243164
	Iteration 1F: 3 clusters Score -2140760 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2150147.500000 Penalty: 11523.243164
	Iteration 2F: 3 clusters Score -2150148 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2154212.500000 Penalty: 11523.243164
	Iteration 3F: 3 clusters Score -2154212 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2155118.250000 Penalty: 11523.243164
	Iteration 4F: 3 clusters Score -2155118 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2155313.750000 Penalty: 11523.243164
	Iteration 5Q: 3 clusters Score -2155314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2155369.000000 Penalty: 11523.243164
	Iteration 6Q: 3 clusters Score -2155369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2155391.500000 Penalty: 11523.243164
	Iteration 7Q: 3 clusters Score -2155392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2155398.750000 Penalty: 11523.243164
	Iteration 8Q: 3 clusters Score -2155399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2155408.750000 Penalty: 11523.243164
	Iteration 9Q: 3 clusters Score -2155409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2155407.250000 Penalty: 11523.243164
	Iteration 10Q: 3 clusters Score -2155407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2155407.250000 Penalty: 11523.243164
	Iteration 11F: 3 clusters Score -2155407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 174827 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Mstep: Class 21 contains 1079 members 
Entering Unmasked Estep 
Score: -226607072.000000 Penalty: 180878.312500
Splitting cluster 8 changes total score from -226596432.000000 to -226607072.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (4589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Entering Unmasked Estep 
Score: -652023.187500 Penalty: 5164.243164
	Iteration 0F: 2 clusters Score -652023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -645868.625000 Penalty: 10328.486328
	Iteration 0F: 3 clusters Score -645868.6 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -651668.000000 Penalty: 10328.486328
	Iteration 1F: 3 clusters Score -651668 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -657932.187500 Penalty: 10328.486328
	Iteration 2F: 3 clusters Score -657932.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -663328.750000 Penalty: 10328.486328
	Iteration 3F: 3 clusters Score -663328.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -665597.125000 Penalty: 10328.486328
	Iteration 4F: 3 clusters Score -665597.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -668097.625000 Penalty: 10328.486328
	Iteration 5F: 3 clusters Score -668097.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -669538.875000 Penalty: 10328.486328
	Iteration 6Q: 3 clusters Score -669538.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -669731.500000 Penalty: 10328.486328
	Iteration 7Q: 3 clusters Score -669731.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -669991.875000 Penalty: 10328.486328
	Iteration 8Q: 3 clusters Score -669991.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -670214.000000 Penalty: 10328.486328
	Iteration 9Q: 3 clusters Score -670214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -670308.000000 Penalty: 10328.486328
	Iteration 10Q: 3 clusters Score -670308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -670364.250000 Penalty: 10328.486328
	Iteration 11Q: 3 clusters Score -670364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -670389.500000 Penalty: 10328.486328
	Iteration 12Q: 3 clusters Score -670389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -670414.250000 Penalty: 10328.486328
	Iteration 13Q: 3 clusters Score -670414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -670428.937500 Penalty: 10328.486328
	Iteration 14Q: 3 clusters Score -670428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -670445.312500 Penalty: 10328.486328
	Iteration 15Q: 3 clusters Score -670445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -670457.875000 Penalty: 10328.486328
	Iteration 16Q: 3 clusters Score -670457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -670463.562500 Penalty: 10328.486328
	Iteration 17Q: 3 clusters Score -670463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -670466.875000 Penalty: 10328.486328
	Iteration 18Q: 3 clusters Score -670466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -670472.937500 Penalty: 10328.486328
	Iteration 19Q: 3 clusters Score -670472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -670510.687500 Penalty: 10328.486328
	Iteration 20F: 3 clusters Score -670510.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -670696.750000 Penalty: 10328.486328
	Iteration 21Q: 3 clusters Score -670696.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -671297.000000 Penalty: 10328.486328
	Iteration 22Q: 3 clusters Score -671297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -672131.187500 Penalty: 10328.486328
	Iteration 23Q: 3 clusters Score -672131.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -672507.687500 Penalty: 10328.486328
	Iteration 24Q: 3 clusters Score -672507.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -672754.875000 Penalty: 10328.486328
	Iteration 25Q: 3 clusters Score -672754.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -673021.187500 Penalty: 10328.486328
	Iteration 26Q: 3 clusters Score -673021.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -673428.437500 Penalty: 10328.486328
	Iteration 27Q: 3 clusters Score -673428.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -673848.062500 Penalty: 10328.486328
	Iteration 28Q: 3 clusters Score -673848.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -674446.625000 Penalty: 10328.486328
	Iteration 29Q: 3 clusters Score -674446.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -675187.875000 Penalty: 10328.486328
	Iteration 30Q: 3 clusters Score -675187.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -675250.312500 Penalty: 10328.486328
	Iteration 31Q: 3 clusters Score -675250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -675305.250000 Penalty: 10328.486328
	Iteration 32Q: 3 clusters Score -675305.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -675395.000000 Penalty: 10328.486328
	Iteration 33Q: 3 clusters Score -675395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -675545.875000 Penalty: 10328.486328
	Iteration 34Q: 3 clusters Score -675545.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -675805.562500 Penalty: 10328.486328
	Iteration 35Q: 3 clusters Score -675805.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -676396.937500 Penalty: 10328.486328
	Iteration 36Q: 3 clusters Score -676396.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -676784.000000 Penalty: 10328.486328
	Iteration 37Q: 3 clusters Score -676784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -676832.750000 Penalty: 10328.486328
	Iteration 38Q: 3 clusters Score -676832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -676868.375000 Penalty: 10328.486328
	Iteration 39Q: 3 clusters Score -676868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -676931.312500 Penalty: 10328.486328
	Iteration 40F: 3 clusters Score -676931.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -677123.875000 Penalty: 10328.486328
	Iteration 41Q: 3 clusters Score -677123.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -677972.937500 Penalty: 10328.486328
	Iteration 42Q: 3 clusters Score -677972.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -680304.000000 Penalty: 10328.486328
	Iteration 43Q: 3 clusters Score -680304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -680541.250000 Penalty: 10328.486328
	Iteration 44Q: 3 clusters Score -680541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -680549.875000 Penalty: 10328.486328
	Iteration 45Q: 3 clusters Score -680549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -680549.875000 Penalty: 10328.486328
	Iteration 46F: 3 clusters Score -680549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 1921 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 174827 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 2668 members 
Entering Unmasked Estep 
Score: -226636144.000000 Penalty: 189491.578125
Splitting cluster 9 changes total score from -226596432.000000 to -226636144.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -538021.187500 Penalty: 4910.398438
	Iteration 0F: 2 clusters Score -538021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -532250.000000 Penalty: 9820.796875
	Iteration 0F: 3 clusters Score -532250 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -533148.437500 Penalty: 9820.796875
	Iteration 1F: 3 clusters Score -533148.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -533506.437500 Penalty: 9820.796875
	Iteration 2F: 3 clusters Score -533506.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -533713.875000 Penalty: 9820.796875
	Iteration 3Q: 3 clusters Score -533713.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -533850.937500 Penalty: 9820.796875
	Iteration 4Q: 3 clusters Score -533850.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -534002.187500 Penalty: 9820.796875
	Iteration 5Q: 3 clusters Score -534002.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -534154.500000 Penalty: 9820.796875
	Iteration 6Q: 3 clusters Score -534154.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -534228.750000 Penalty: 9820.796875
	Iteration 7Q: 3 clusters Score -534228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -534265.750000 Penalty: 9820.796875
	Iteration 8Q: 3 clusters Score -534265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -534293.000000 Penalty: 9820.796875
	Iteration 9Q: 3 clusters Score -534293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -534325.187500 Penalty: 9820.796875
	Iteration 10Q: 3 clusters Score -534325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534344.375000 Penalty: 9820.796875
	Iteration 11Q: 3 clusters Score -534344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -534352.375000 Penalty: 9820.796875
	Iteration 12Q: 3 clusters Score -534352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -534359.687500 Penalty: 9820.796875
	Iteration 13Q: 3 clusters Score -534359.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534368.062500 Penalty: 9820.796875
	Iteration 14Q: 3 clusters Score -534368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534372.437500 Penalty: 9820.796875
	Iteration 15Q: 3 clusters Score -534372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -534374.125000 Penalty: 9820.796875
	Iteration 16Q: 3 clusters Score -534374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534374.687500 Penalty: 9820.796875
	Iteration 17Q: 3 clusters Score -534374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -534374.312500 Penalty: 9820.796875
	Iteration 18Q: 3 clusters Score -534374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -534377.812500 Penalty: 9820.796875
	Iteration 19Q: 3 clusters Score -534377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -534380.062500 Penalty: 9820.796875
	Iteration 20F: 3 clusters Score -534380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -534385.437500 Penalty: 9820.796875
	Iteration 21Q: 3 clusters Score -534385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -534385.562500 Penalty: 9820.796875
	Iteration 22Q: 3 clusters Score -534385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534386.937500 Penalty: 9820.796875
	Iteration 23Q: 3 clusters Score -534386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534386.875000 Penalty: 9820.796875
	Iteration 24Q: 3 clusters Score -534386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -534386.875000 Penalty: 9820.796875
	Iteration 25F: 3 clusters Score -534386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -832415.625000 Penalty: 5243.740723
	Iteration 0F: 2 clusters Score -832415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -825618.125000 Penalty: 10487.481445
	Iteration 0F: 3 clusters Score -825618.1 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -828333.312500 Penalty: 10487.481445
	Iteration 1F: 3 clusters Score -828333.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -831581.500000 Penalty: 10487.481445
	Iteration 2F: 3 clusters Score -831581.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -833967.312500 Penalty: 10487.481445
	Iteration 3F: 3 clusters Score -833967.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -835068.500000 Penalty: 10487.481445
	Iteration 4F: 3 clusters Score -835068.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -836110.312500 Penalty: 10487.481445
	Iteration 5Q: 3 clusters Score -836110.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -837063.562500 Penalty: 10487.481445
	Iteration 6Q: 3 clusters Score -837063.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -837509.625000 Penalty: 10487.481445
	Iteration 7Q: 3 clusters Score -837509.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -837699.437500 Penalty: 10487.481445
	Iteration 8Q: 3 clusters Score -837699.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -837762.312500 Penalty: 10487.481445
	Iteration 9Q: 3 clusters Score -837762.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -837774.312500 Penalty: 10487.481445
	Iteration 10Q: 3 clusters Score -837774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -837783.812500 Penalty: 10487.481445
	Iteration 11Q: 3 clusters Score -837783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -837788.937500 Penalty: 10487.481445
	Iteration 12Q: 3 clusters Score -837788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -837790.500000 Penalty: 10487.481445
	Iteration 13Q: 3 clusters Score -837790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -837943.312500 Penalty: 10487.481445
	Iteration 14F: 3 clusters Score -837943.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -838056.812500 Penalty: 10487.481445
	Iteration 15Q: 3 clusters Score -838056.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -838104.875000 Penalty: 10487.481445
	Iteration 16Q: 3 clusters Score -838104.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -838130.000000 Penalty: 10487.481445
	Iteration 17Q: 3 clusters Score -838130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -838138.000000 Penalty: 10487.481445
	Iteration 18Q: 3 clusters Score -838138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -838145.687500 Penalty: 10487.481445
	Iteration 19Q: 3 clusters Score -838145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -838145.562500 Penalty: 10487.481445
	Iteration 20F: 3 clusters Score -838145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -838149.937500 Penalty: 10487.481445
	Iteration 21Q: 3 clusters Score -838149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -838151.187500 Penalty: 10487.481445
	Iteration 22Q: 3 clusters Score -838151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -838151.187500 Penalty: 10487.481445
	Iteration 23Q: 3 clusters Score -838151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -838151.187500 Penalty: 10487.481445
	Iteration 24F: 3 clusters Score -838151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 1921 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 174827 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 991 members 
Entering Unmasked Estep 
Score: -226637712.000000 Penalty: 198104.828125
Splitting cluster 11 changes total score from -226596432.000000 to -226637712.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (7792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Entering Unmasked Estep 
Score: -1350244.750000 Penalty: 5488.522461
	Iteration 0F: 2 clusters Score -1350245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1341380.125000 Penalty: 10977.044922
	Iteration 0F: 3 clusters Score -1341380 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1343017.250000 Penalty: 10977.044922
	Iteration 1F: 3 clusters Score -1343017 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1343481.500000 Penalty: 10977.044922
	Iteration 2F: 3 clusters Score -1343482 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1343822.500000 Penalty: 10977.044922
	Iteration 3F: 3 clusters Score -1343822 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1344121.875000 Penalty: 10977.044922
	Iteration 4Q: 3 clusters Score -1344122 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1344358.250000 Penalty: 10977.044922
	Iteration 5Q: 3 clusters Score -1344358 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1344562.500000 Penalty: 10977.044922
	Iteration 6Q: 3 clusters Score -1344562 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1344704.500000 Penalty: 10977.044922
	Iteration 7Q: 3 clusters Score -1344704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1344821.000000 Penalty: 10977.044922
	Iteration 8Q: 3 clusters Score -1344821 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1344915.875000 Penalty: 10977.044922
	Iteration 9Q: 3 clusters Score -1344916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1345004.625000 Penalty: 10977.044922
	Iteration 10Q: 3 clusters Score -1345005 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1345076.125000 Penalty: 10977.044922
	Iteration 11Q: 3 clusters Score -1345076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1345142.875000 Penalty: 10977.044922
	Iteration 12Q: 3 clusters Score -1345143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1345203.375000 Penalty: 10977.044922
	Iteration 13Q: 3 clusters Score -1345203 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1345251.875000 Penalty: 10977.044922
	Iteration 14Q: 3 clusters Score -1345252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1345298.500000 Penalty: 10977.044922
	Iteration 15Q: 3 clusters Score -1345298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1345336.375000 Penalty: 10977.044922
	Iteration 16Q: 3 clusters Score -1345336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1345374.875000 Penalty: 10977.044922
	Iteration 17Q: 3 clusters Score -1345375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1345401.750000 Penalty: 10977.044922
	Iteration 18Q: 3 clusters Score -1345402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1345433.375000 Penalty: 10977.044922
	Iteration 19Q: 3 clusters Score -1345433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1345474.125000 Penalty: 10977.044922
	Iteration 20F: 3 clusters Score -1345474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1345507.750000 Penalty: 10977.044922
	Iteration 21Q: 3 clusters Score -1345508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1345541.500000 Penalty: 10977.044922
	Iteration 22Q: 3 clusters Score -1345542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1345573.125000 Penalty: 10977.044922
	Iteration 23Q: 3 clusters Score -1345573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1345602.625000 Penalty: 10977.044922
	Iteration 24Q: 3 clusters Score -1345603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1345634.375000 Penalty: 10977.044922
	Iteration 25Q: 3 clusters Score -1345634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1345662.000000 Penalty: 10977.044922
	Iteration 26Q: 3 clusters Score -1345662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1345689.000000 Penalty: 10977.044922
	Iteration 27Q: 3 clusters Score -1345689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1345714.625000 Penalty: 10977.044922
	Iteration 28Q: 3 clusters Score -1345715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1345726.000000 Penalty: 10977.044922
	Iteration 29Q: 3 clusters Score -1345726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1345737.000000 Penalty: 10977.044922
	Iteration 30Q: 3 clusters Score -1345737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1345754.750000 Penalty: 10977.044922
	Iteration 31Q: 3 clusters Score -1345755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1345772.625000 Penalty: 10977.044922
	Iteration 32Q: 3 clusters Score -1345773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1345791.375000 Penalty: 10977.044922
	Iteration 33Q: 3 clusters Score -1345791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1345804.750000 Penalty: 10977.044922
	Iteration 34Q: 3 clusters Score -1345805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1345812.500000 Penalty: 10977.044922
	Iteration 35Q: 3 clusters Score -1345812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1345820.250000 Penalty: 10977.044922
	Iteration 36Q: 3 clusters Score -1345820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1345828.625000 Penalty: 10977.044922
	Iteration 37Q: 3 clusters Score -1345829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1345840.375000 Penalty: 10977.044922
	Iteration 38Q: 3 clusters Score -1345840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1345841.125000 Penalty: 10977.044922
	Iteration 39Q: 3 clusters Score -1345841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1345842.750000 Penalty: 10977.044922
	Iteration 40F: 3 clusters Score -1345843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1345843.250000 Penalty: 10977.044922
	Iteration 41Q: 3 clusters Score -1345843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1345848.000000 Penalty: 10977.044922
	Iteration 42Q: 3 clusters Score -1345848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1345848.250000 Penalty: 10977.044922
	Iteration 43Q: 3 clusters Score -1345848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1345847.125000 Penalty: 10977.044922
	Iteration 44Q: 3 clusters Score -1345847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1345847.375000 Penalty: 10977.044922
	Iteration 45Q: 3 clusters Score -1345847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1345848.500000 Penalty: 10977.044922
	Iteration 46Q: 3 clusters Score -1345848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1345848.000000 Penalty: 10977.044922
	Iteration 47Q: 3 clusters Score -1345848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1345848.000000 Penalty: 10977.044922
	Iteration 48F: 3 clusters Score -1345848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Entering Unmasked Estep 
Score: -7644894.500000 Penalty: 6538.611816
	Iteration 0F: 2 clusters Score -7644894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -7613595.000000 Penalty: 13077.223633
	Iteration 0F: 3 clusters Score -7613595 nChanged 18914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7623956.000000 Penalty: 13077.223633
	Iteration 1F: 3 clusters Score -7623956 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -7625566.500000 Penalty: 13077.223633
	Iteration 2F: 3 clusters Score -7625566 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -7628011.000000 Penalty: 13077.223633
	Iteration 3F: 3 clusters Score -7628011 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -7631708.500000 Penalty: 13077.223633
	Iteration 4F: 3 clusters Score -7631708 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -7635412.500000 Penalty: 13077.223633
	Iteration 5F: 3 clusters Score -7635412 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7638249.500000 Penalty: 13077.223633
	Iteration 6F: 3 clusters Score -7638250 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -7639902.000000 Penalty: 13077.223633
	Iteration 7F: 3 clusters Score -7639902 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -7640858.500000 Penalty: 13077.223633
	Iteration 8Q: 3 clusters Score -7640858 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -7641339.500000 Penalty: 13077.223633
	Iteration 9Q: 3 clusters Score -7641340 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -7641676.500000 Penalty: 13077.223633
	Iteration 10Q: 3 clusters Score -7641676 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -7641877.500000 Penalty: 13077.223633
	Iteration 11Q: 3 clusters Score -7641878 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -7642007.500000 Penalty: 13077.223633
	Iteration 12Q: 3 clusters Score -7642008 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -7642120.500000 Penalty: 13077.223633
	Iteration 13Q: 3 clusters Score -7642120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -7642177.500000 Penalty: 13077.223633
	Iteration 14Q: 3 clusters Score -7642178 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -7642192.500000 Penalty: 13077.223633
	Iteration 15Q: 3 clusters Score -7642192 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -7642266.000000 Penalty: 13077.223633
	Iteration 16Q: 3 clusters Score -7642266 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7642306.500000 Penalty: 13077.223633
	Iteration 17Q: 3 clusters Score -7642306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -7642344.500000 Penalty: 13077.223633
	Iteration 18Q: 3 clusters Score -7642344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -7642360.000000 Penalty: 13077.223633
	Iteration 19Q: 3 clusters Score -7642360 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -7642401.000000 Penalty: 13077.223633
	Iteration 20F: 3 clusters Score -7642401 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -7642430.500000 Penalty: 13077.223633
	Iteration 21Q: 3 clusters Score -7642430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -7642423.000000 Penalty: 13077.223633
	Iteration 22Q: 3 clusters Score -7642423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -7642461.500000 Penalty: 13077.223633
	Iteration 23Q: 3 clusters Score -7642462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -7642507.000000 Penalty: 13077.223633
	Iteration 24Q: 3 clusters Score -7642507 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -7642511.000000 Penalty: 13077.223633
	Iteration 25Q: 3 clusters Score -7642511 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7642535.500000 Penalty: 13077.223633
	Iteration 26Q: 3 clusters Score -7642536 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7642560.500000 Penalty: 13077.223633
	Iteration 27Q: 3 clusters Score -7642560 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -7642601.500000 Penalty: 13077.223633
	Iteration 28Q: 3 clusters Score -7642602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -7642661.000000 Penalty: 13077.223633
	Iteration 29Q: 3 clusters Score -7642661 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -7642672.000000 Penalty: 13077.223633
	Iteration 30Q: 3 clusters Score -7642672 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -7642695.000000 Penalty: 13077.223633
	Iteration 31Q: 3 clusters Score -7642695 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -7642729.500000 Penalty: 13077.223633
	Iteration 32Q: 3 clusters Score -7642730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7642749 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7642780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7642808 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7642842 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7642865 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7642908 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7642964 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7643050 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7643098 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7643170 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7643298 nChanged 380
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Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7643398 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7643500 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7643607 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7643728 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7643838 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7643973 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7644064 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7644134 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7644246 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7644318 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7644368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7644400 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7644444 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7644472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7644492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7644534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7644578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7644604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7644636 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7644654 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7644659 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7644656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7644680 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7644688 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7644702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7644721 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7644709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7644721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7644719.500000 Penalty: 13077.223633
	Iteration 72Q: 3 clusters Score -7644720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7644726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7644730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7644733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7644726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7644726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7644729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7644728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7644741.000000 Penalty: 13077.223633
	Iteration 80F: 3 clusters Score -7644741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7644743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7644751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7644764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7644768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7644780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7644784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -7644775.000000 Penalty: 13077.223633
	Iteration 87Q: 3 clusters Score -7644775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7644766.000000 Penalty: 13077.223633
	Iteration 88Q: 3 clusters Score -7644766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7644770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7644761.000000 Penalty: 13077.223633
	Iteration 90Q: 3 clusters Score -7644761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7644761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -7644767.000000 Penalty: 13077.223633
	Iteration 92Q: 3 clusters Score -7644767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7644760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7644772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7644772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7644770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7644772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7644764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7644765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -7644765.500000 Penalty: 13077.223633
	Iteration 100F: 3 clusters Score -7644766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -7644763.000000 Penalty: 13077.223633
	Iteration 101Q: 3 clusters Score -7644763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7644760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7644759.000000 Penalty: 13077.223633
	Iteration 103Q: 3 clusters Score -7644759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7644762.500000 Penalty: 13077.223633
	Iteration 104Q: 3 clusters Score -7644762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7644764.500000 Penalty: 13077.223633
	Iteration 105Q: 3 clusters Score -7644764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7644766.000000 Penalty: 13077.223633
	Iteration 106Q: 3 clusters Score -7644766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7644764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7644771.000000 Penalty: 13077.223633
	Iteration 108Q: 3 clusters Score -7644771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -7644775.500000 Penalty: 13077.223633
	Iteration 109Q: 3 clusters Score -7644776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7644774.000000 Penalty: 13077.223633
	Iteration 110Q: 3 clusters Score -7644774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7644775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -7644774.000000 Penalty: 13077.223633
	Iteration 112Q: 3 clusters Score -7644774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7644775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -7644769.500000 Penalty: 13077.223633
	Iteration 114Q: 3 clusters Score -7644770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -7644772.500000 Penalty: 13077.223633
	Iteration 115Q: 3 clusters Score -7644772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -7644776.500000 Penalty: 13077.223633
	Iteration 116Q: 3 clusters Score -7644776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7644776.500000 Penalty: 13077.223633
	Iteration 117Q: 3 clusters Score -7644776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7644771.000000 Penalty: 13077.223633
	Iteration 118Q: 3 clusters Score -7644771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7644777.000000 Penalty: 13077.223633
	Iteration 119Q: 3 clusters Score -7644777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7644776.000000 Penalty: 13077.223633
	Iteration 120F: 3 clusters Score -7644776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15904 members 
Entering Unmasked Estep 
Score: -2853334.500000 Penalty: 5925.524414
	Iteration 0F: 2 clusters Score -2853334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2839433 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2842779 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2843349.500000 Penalty: 11851.048828
	Iteration 2F: 3 clusters Score -2843350 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2843782.500000 Penalty: 11851.048828
	Iteration 3Q: 3 clusters Score -2843782 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2844209.500000 Penalty: 11851.048828
	Iteration 4Q: 3 clusters Score -2844210 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2844708.000000 Penalty: 11851.048828
	Iteration 5Q: 3 clusters Score -2844708 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2845280.750000 Penalty: 11851.048828
	Iteration 6Q: 3 clusters Score -2845281 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2845858.250000 Penalty: 11851.048828
	Iteration 7Q: 3 clusters Score -2845858 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2846385.000000 Penalty: 11851.048828
	Iteration 8Q: 3 clusters Score -2846385 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2846839.250000 Penalty: 11851.048828
	Iteration 9Q: 3 clusters Score -2846839 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2847230.250000 Penalty: 11851.048828
	Iteration 10Q: 3 clusters Score -2847230 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2847534.250000 Penalty: 11851.048828
	Iteration 11Q: 3 clusters Score -2847534 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2847766.000000 Penalty: 11851.048828
	Iteration 12Q: 3 clusters Score -2847766 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2847968.500000 Penalty: 11851.048828
	Iteration 13Q: 3 clusters Score -2847968 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2848093.000000 Penalty: 11851.048828
	Iteration 14Q: 3 clusters Score -2848093 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2848180.000000 Penalty: 11851.048828
	Iteration 15Q: 3 clusters Score -2848180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2848272.500000 Penalty: 11851.048828
	Iteration 16Q: 3 clusters Score -2848272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2848347.500000 Penalty: 11851.048828
	Iteration 17Q: 3 clusters Score -2848348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2848402.500000 Penalty: 11851.048828
	Iteration 18Q: 3 clusters Score -2848402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2848431.750000 Penalty: 11851.048828
	Iteration 19Q: 3 clusters Score -2848432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2848471.250000 Penalty: 11851.048828
	Iteration 20F: 3 clusters Score -2848471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2848504.500000 Penalty: 11851.048828
	Iteration 21Q: 3 clusters Score -2848504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2848524.000000 Penalty: 11851.048828
	Iteration 22Q: 3 clusters Score -2848524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2848550.750000 Penalty: 11851.048828
	Iteration 23Q: 3 clusters Score -2848551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2848567.750000 Penalty: 11851.048828
	Iteration 24Q: 3 clusters Score -2848568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2848584.500000 Penalty: 11851.048828
	Iteration 25Q: 3 clusters Score -2848584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2848586.500000 Penalty: 11851.048828
	Iteration 26Q: 3 clusters Score -2848586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2848605.250000 Penalty: 11851.048828
	Iteration 27Q: 3 clusters Score -2848605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2848619.750000 Penalty: 11851.048828
	Iteration 28Q: 3 clusters Score -2848620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2848623.750000 Penalty: 11851.048828
	Iteration 29Q: 3 clusters Score -2848624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2848627.000000 Penalty: 11851.048828
	Iteration 30Q: 3 clusters Score -2848627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2848632.250000 Penalty: 11851.048828
	Iteration 31Q: 3 clusters Score -2848632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2848644.750000 Penalty: 11851.048828
	Iteration 32Q: 3 clusters Score -2848645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2848664.500000 Penalty: 11851.048828
	Iteration 33Q: 3 clusters Score -2848664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2848661.500000 Penalty: 11851.048828
	Iteration 34Q: 3 clusters Score -2848662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2848668.750000 Penalty: 11851.048828
	Iteration 35Q: 3 clusters Score -2848669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2848673.500000 Penalty: 11851.048828
	Iteration 36Q: 3 clusters Score -2848674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2848674.250000 Penalty: 11851.048828
	Iteration 37Q: 3 clusters Score -2848674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2848683.500000 Penalty: 11851.048828
	Iteration 38Q: 3 clusters Score -2848684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2848683.250000 Penalty: 11851.048828
	Iteration 39Q: 3 clusters Score -2848683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2848684.500000 Penalty: 11851.048828
	Iteration 40F: 3 clusters Score -2848684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2848686.000000 Penalty: 11851.048828
	Iteration 41Q: 3 clusters Score -2848686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2848687.000000 Penalty: 11851.048828
	Iteration 42Q: 3 clusters Score -2848687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2848687.750000 Penalty: 11851.048828
	Iteration 43Q: 3 clusters Score -2848688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2848688.000000 Penalty: 11851.048828
	Iteration 44Q: 3 clusters Score -2848688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2848688.000000 Penalty: 11851.048828
	Iteration 45F: 3 clusters Score -2848688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (174827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174827 members 
Entering Unmasked Estep 
Score: -31323930.000000 Penalty: 7393.825684
	Iteration 0F: 2 clusters Score -3.132393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -31206324.000000 Penalty: 14787.651367
	Iteration 0F: 3 clusters Score -3.120632e+07 nChanged 81808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -31251984.000000 Penalty: 14787.651367
	Iteration 1F: 3 clusters Score -3.125198e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 86984 members 
Entering Unmasked Estep 
Score: -31253316.000000 Penalty: 14787.651367
	Iteration 2Q: 3 clusters Score -3.125332e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -31254910.000000 Penalty: 14787.651367
	Iteration 3Q: 3 clusters Score -3.125491e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -31256292.000000 Penalty: 14787.651367
	Iteration 4Q: 3 clusters Score -3.125629e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -31258524.000000 Penalty: 14787.651367
	Iteration 5Q: 3 clusters Score -3.125852e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -31261044.000000 Penalty: 14787.651367
	Iteration 6Q: 3 clusters Score -3.126104e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -31264346.000000 Penalty: 14787.651367
	Iteration 7Q: 3 clusters Score -3.126435e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -31268266.000000 Penalty: 14787.651367
	Iteration 8Q: 3 clusters Score -3.126827e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -31273264.000000 Penalty: 14787.651367
	Iteration 9F: 3 clusters Score -3.127326e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -31280282.000000 Penalty: 14787.651367
	Iteration 10F: 3 clusters Score -3.128028e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -31290830.000000 Penalty: 14787.651367
	Iteration 11F: 3 clusters Score -3.129083e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -31303612.000000 Penalty: 14787.651367
	Iteration 12F: 3 clusters Score -3.130361e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -31313972.000000 Penalty: 14787.651367
	Iteration 13F: 3 clusters Score -3.131397e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -31319950.000000 Penalty: 14787.651367
	Iteration 14Q: 3 clusters Score -3.131995e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -31323192.000000 Penalty: 14787.651367
	Iteration 15Q: 3 clusters Score -3.132319e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -31325178.000000 Penalty: 14787.651367
	Iteration 16Q: 3 clusters Score -3.132518e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -31326504.000000 Penalty: 14787.651367
	Iteration 17Q: 3 clusters Score -3.13265e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -31327194.000000 Penalty: 14787.651367
	Iteration 18Q: 3 clusters Score -3.132719e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -31327538.000000 Penalty: 14787.651367
	Iteration 19Q: 3 clusters Score -3.132754e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -31327740.000000 Penalty: 14787.651367
	Iteration 20F: 3 clusters Score -3.132774e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -31327812.000000 Penalty: 14787.651367
	Iteration 21Q: 3 clusters Score -3.132781e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -31327922.000000 Penalty: 14787.651367
	Iteration 22Q: 3 clusters Score -3.132792e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -31327994.000000 Penalty: 14787.651367
	Iteration 23Q: 3 clusters Score -3.132799e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -31328010.000000 Penalty: 14787.651367
	Iteration 24Q: 3 clusters Score -3.132801e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -31328044.000000 Penalty: 14787.651367
	Iteration 25Q: 3 clusters Score -3.132804e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -31328028.000000 Penalty: 14787.651367
	Iteration 26Q: 3 clusters Score -3.132803e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -31328070.000000 Penalty: 14787.651367
	Iteration 27Q: 3 clusters Score -3.132807e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -31328088.000000 Penalty: 14787.651367
	Iteration 28Q: 3 clusters Score -3.132809e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -31328040.000000 Penalty: 14787.651367
	Iteration 29Q: 3 clusters Score -3.132804e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -31328058.000000 Penalty: 14787.651367
	Iteration 30Q: 3 clusters Score -3.132806e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -31328058.000000 Penalty: 14787.651367
	Iteration 31Q: 3 clusters Score -3.132806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -31328058.000000 Penalty: 14787.651367
	Iteration 32Q: 3 clusters Score -3.132806e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -31328052.000000 Penalty: 14787.651367
	Iteration 33Q: 3 clusters Score -3.132805e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -31328084.000000 Penalty: 14787.651367
	Iteration 34Q: 3 clusters Score -3.132808e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -31328082.000000 Penalty: 14787.651367
	Iteration 35Q: 3 clusters Score -3.132808e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -31328082.000000 Penalty: 14787.651367
	Iteration 36Q: 3 clusters Score -3.132808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -31328052.000000 Penalty: 14787.651367
	Iteration 37Q: 3 clusters Score -3.132805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -31328074.000000 Penalty: 14787.651367
	Iteration 38Q: 3 clusters Score -3.132807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -31328080.000000 Penalty: 14787.651367
	Iteration 39Q: 3 clusters Score -3.132808e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -31328090.000000 Penalty: 14787.651367
	Iteration 40F: 3 clusters Score -3.132809e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -31328062.000000 Penalty: 14787.651367
	Iteration 41Q: 3 clusters Score -3.132806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -31328072.000000 Penalty: 14787.651367
	Iteration 42Q: 3 clusters Score -3.132807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -31328076.000000 Penalty: 14787.651367
	Iteration 43Q: 3 clusters Score -3.132808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -31328092.000000 Penalty: 14787.651367
	Iteration 44Q: 3 clusters Score -3.132809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -31328104.000000 Penalty: 14787.651367
	Iteration 45Q: 3 clusters Score -3.13281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -31328096.000000 Penalty: 14787.651367
	Iteration 46Q: 3 clusters Score -3.13281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -31328110.000000 Penalty: 14787.651367
	Iteration 47Q: 3 clusters Score -3.132811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 89265 members 
Entering Unmasked Estep 
Score: -31328110.000000 Penalty: 14787.651367
	Iteration 48Q: 3 clusters Score -3.132811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -31328122.000000 Penalty: 14787.651367
	Iteration 49Q: 3 clusters Score -3.132812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -31328130.000000 Penalty: 14787.651367
	Iteration 50Q: 3 clusters Score -3.132813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -31328138.000000 Penalty: 14787.651367
	Iteration 51Q: 3 clusters Score -3.132814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -31328130.000000 Penalty: 14787.651367
	Iteration 52Q: 3 clusters Score -3.132813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -31328142.000000 Penalty: 14787.651367
	Iteration 53Q: 3 clusters Score -3.132814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -31328120.000000 Penalty: 14787.651367
	Iteration 54Q: 3 clusters Score -3.132812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -31328122.000000 Penalty: 14787.651367
	Iteration 55Q: 3 clusters Score -3.132812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -31328118.000000 Penalty: 14787.651367
	Iteration 56Q: 3 clusters Score -3.132812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -31328118.000000 Penalty: 14787.651367
	Iteration 57F: 3 clusters Score -3.132812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 1921 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 85540 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 991 members 
Mstep: Class 24 contains 89287 members 
Entering Unmasked Estep 
Score: -226640368.000000 Penalty: 206718.078125
Splitting cluster 15 changes total score from -226596432.000000 to -226640368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (73706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Entering Unmasked Estep 
Score: -13140377.000000 Penalty: 6864.801758
	Iteration 0F: 2 clusters Score -1.314038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -13089181.000000 Penalty: 13729.603516
	Iteration 0F: 3 clusters Score -1.308918e+07 nChanged 33158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -13107268.000000 Penalty: 13729.603516
	Iteration 1F: 3 clusters Score -1.310727e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -13108355.000000 Penalty: 13729.603516
	Iteration 2Q: 3 clusters Score -1.310836e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -13109208.000000 Penalty: 13729.603516
	Iteration 3Q: 3 clusters Score -1.310921e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -13110129.000000 Penalty: 13729.603516
	Iteration 4Q: 3 clusters Score -1.311013e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -13111172.000000 Penalty: 13729.603516
	Iteration 5Q: 3 clusters Score -1.311117e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -13112879.000000 Penalty: 13729.603516
	Iteration 6Q: 3 clusters Score -1.311288e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -13115390.000000 Penalty: 13729.603516
	Iteration 7F: 3 clusters Score -1.311539e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -13119174.000000 Penalty: 13729.603516
	Iteration 8F: 3 clusters Score -1.311917e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -13123976.000000 Penalty: 13729.603516
	Iteration 9F: 3 clusters Score -1.312398e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -13128426.000000 Penalty: 13729.603516
	Iteration 10F: 3 clusters Score -1.312843e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -13131529.000000 Penalty: 13729.603516
	Iteration 11Q: 3 clusters Score -1.313153e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13132917.000000 Penalty: 13729.603516
	Iteration 12Q: 3 clusters Score -1.313292e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13133561.000000 Penalty: 13729.603516
	Iteration 13Q: 3 clusters Score -1.313356e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13133863.000000 Penalty: 13729.603516
	Iteration 14Q: 3 clusters Score -1.313386e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13134067.000000 Penalty: 13729.603516
	Iteration 15Q: 3 clusters Score -1.313407e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13134158.000000 Penalty: 13729.603516
	Iteration 16Q: 3 clusters Score -1.313416e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13134213.000000 Penalty: 13729.603516
	Iteration 17Q: 3 clusters Score -1.313421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13134247.000000 Penalty: 13729.603516
	Iteration 18Q: 3 clusters Score -1.313425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13134271.000000 Penalty: 13729.603516
	Iteration 19Q: 3 clusters Score -1.313427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13134284.000000 Penalty: 13729.603516
	Iteration 20F: 3 clusters Score -1.313428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13134303.000000 Penalty: 13729.603516
	Iteration 21Q: 3 clusters Score -1.31343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13134306.000000 Penalty: 13729.603516
	Iteration 22Q: 3 clusters Score -1.313431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13134293.000000 Penalty: 13729.603516
	Iteration 23Q: 3 clusters Score -1.313429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13134297.000000 Penalty: 13729.603516
	Iteration 24Q: 3 clusters Score -1.31343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13134300.000000 Penalty: 13729.603516
	Iteration 25Q: 3 clusters Score -1.31343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13134321.000000 Penalty: 13729.603516
	Iteration 26Q: 3 clusters Score -1.313432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13134329.000000 Penalty: 13729.603516
	Iteration 27Q: 3 clusters Score -1.313433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13134328.000000 Penalty: 13729.603516
	Iteration 28Q: 3 clusters Score -1.313433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13134331.000000 Penalty: 13729.603516
	Iteration 29Q: 3 clusters Score -1.313433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13134331.000000 Penalty: 13729.603516
	Iteration 30F: 3 clusters Score -1.313433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (129835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Entering Unmasked Estep 
Score: -23682836.000000 Penalty: 7211.586914
	Iteration 0F: 2 clusters Score -2.368284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -23594722.000000 Penalty: 14423.173828
	Iteration 0F: 3 clusters Score -2.359472e+07 nChanged 60028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -23628028.000000 Penalty: 14423.173828
	Iteration 1F: 3 clusters Score -2.362803e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -23629128.000000 Penalty: 14423.173828
	Iteration 2Q: 3 clusters Score -2.362913e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -23630366.000000 Penalty: 14423.173828
	Iteration 3Q: 3 clusters Score -2.363037e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -23631564.000000 Penalty: 14423.173828
	Iteration 4Q: 3 clusters Score -2.363156e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -23633198.000000 Penalty: 14423.173828
	Iteration 5Q: 3 clusters Score -2.36332e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -23635268.000000 Penalty: 14423.173828
	Iteration 6Q: 3 clusters Score -2.363527e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -23638140.000000 Penalty: 14423.173828
	Iteration 7Q: 3 clusters Score -2.363814e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -23641810.000000 Penalty: 14423.173828
	Iteration 8Q: 3 clusters Score -2.364181e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -23646556.000000 Penalty: 14423.173828
	Iteration 9F: 3 clusters Score -2.364656e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -23652066.000000 Penalty: 14423.173828
	Iteration 10F: 3 clusters Score -2.365207e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -23656764.000000 Penalty: 14423.173828
	Iteration 11F: 3 clusters Score -2.365676e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -23660774.000000 Penalty: 14423.173828
	Iteration 12F: 3 clusters Score -2.366077e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -23663300.000000 Penalty: 14423.173828
	Iteration 13Q: 3 clusters Score -2.36633e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -23664548.000000 Penalty: 14423.173828
	Iteration 14Q: 3 clusters Score -2.366455e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -23665204.000000 Penalty: 14423.173828
	Iteration 15Q: 3 clusters Score -2.36652e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -23665872.000000 Penalty: 14423.173828
	Iteration 16Q: 3 clusters Score -2.366587e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -23666922.000000 Penalty: 14423.173828
	Iteration 17Q: 3 clusters Score -2.366692e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -23667834.000000 Penalty: 14423.173828
	Iteration 18Q: 3 clusters Score -2.366783e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -23669144.000000 Penalty: 14423.173828
	Iteration 19Q: 3 clusters Score -2.366914e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -23670806.000000 Penalty: 14423.173828
	Iteration 20F: 3 clusters Score -2.367081e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -23672724.000000 Penalty: 14423.173828
	Iteration 21Q: 3 clusters Score -2.367272e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -23674390.000000 Penalty: 14423.173828
	Iteration 22Q: 3 clusters Score -2.367439e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -23675826.000000 Penalty: 14423.173828
	Iteration 23Q: 3 clusters Score -2.367583e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -23676632.000000 Penalty: 14423.173828
	Iteration 24Q: 3 clusters Score -2.367663e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -23677402.000000 Penalty: 14423.173828
	Iteration 25Q: 3 clusters Score -2.36774e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -23677606.000000 Penalty: 14423.173828
	Iteration 26Q: 3 clusters Score -2.367761e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -23677850.000000 Penalty: 14423.173828
	Iteration 27Q: 3 clusters Score -2.367785e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -23678006.000000 Penalty: 14423.173828
	Iteration 28Q: 3 clusters Score -2.367801e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -23678016.000000 Penalty: 14423.173828
	Iteration 29Q: 3 clusters Score -2.367802e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -23678030.000000 Penalty: 14423.173828
	Iteration 30Q: 3 clusters Score -2.367803e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -23678104.000000 Penalty: 14423.173828
	Iteration 31Q: 3 clusters Score -2.36781e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -23678098.000000 Penalty: 14423.173828
	Iteration 32Q: 3 clusters Score -2.36781e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -23678128.000000 Penalty: 14423.173828
	Iteration 33Q: 3 clusters Score -2.367813e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -23678182.000000 Penalty: 14423.173828
	Iteration 34Q: 3 clusters Score -2.367818e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -23678182.000000 Penalty: 14423.173828
	Iteration 35Q: 3 clusters Score -2.367818e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -23678194.000000 Penalty: 14423.173828
	Iteration 36Q: 3 clusters Score -2.367819e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -23678144.000000 Penalty: 14423.173828
	Iteration 37Q: 3 clusters Score -2.367814e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -23678130.000000 Penalty: 14423.173828
	Iteration 38Q: 3 clusters Score -2.367813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 70737 members 
Entering Unmasked Estep 
Score: -23678130.000000 Penalty: 14423.173828
	Iteration 39Q: 3 clusters Score -2.367813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -23678148.000000 Penalty: 14423.173828
	Iteration 40F: 3 clusters Score -2.367815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -23678160.000000 Penalty: 14423.173828
	Iteration 41Q: 3 clusters Score -2.367816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -23678152.000000 Penalty: 14423.173828
	Iteration 42Q: 3 clusters Score -2.367815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -23678182.000000 Penalty: 14423.173828
	Iteration 43Q: 3 clusters Score -2.367818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -23678194.000000 Penalty: 14423.173828
	Iteration 44Q: 3 clusters Score -2.367819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -23678210.000000 Penalty: 14423.173828
	Iteration 45Q: 3 clusters Score -2.367821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -23678194.000000 Penalty: 14423.173828
	Iteration 46Q: 3 clusters Score -2.367819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -23678188.000000 Penalty: 14423.173828
	Iteration 47Q: 3 clusters Score -2.367819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -23678182.000000 Penalty: 14423.173828
	Iteration 48Q: 3 clusters Score -2.367818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 70619 members 
Entering Unmasked Estep 
Score: -23678166.000000 Penalty: 14423.173828
	Iteration 49Q: 3 clusters Score -2.367817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -23678164.000000 Penalty: 14423.173828
	Iteration 50Q: 3 clusters Score -2.367816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -23678152.000000 Penalty: 14423.173828
	Iteration 51Q: 3 clusters Score -2.367815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -23678154.000000 Penalty: 14423.173828
	Iteration 52Q: 3 clusters Score -2.367815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -23678156.000000 Penalty: 14423.173828
	Iteration 53Q: 3 clusters Score -2.367816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -23678158.000000 Penalty: 14423.173828
	Iteration 54Q: 3 clusters Score -2.367816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -23678164.000000 Penalty: 14423.173828
	Iteration 55Q: 3 clusters Score -2.367816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -23678160.000000 Penalty: 14423.173828
	Iteration 56Q: 3 clusters Score -2.367816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -23678180.000000 Penalty: 14423.173828
	Iteration 57Q: 3 clusters Score -2.367818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -23678168.000000 Penalty: 14423.173828
	Iteration 58Q: 3 clusters Score -2.367817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -23678168.000000 Penalty: 14423.173828
	Iteration 59F: 3 clusters Score -2.367817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Entering Unmasked Estep 
Score: -4633096.000000 Penalty: 6218.307129
	Iteration 0F: 2 clusters Score -4633096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -4613029.000000 Penalty: 12436.614258
	Iteration 0F: 3 clusters Score -4613029 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4618719.000000 Penalty: 12436.614258
	Iteration 1F: 3 clusters Score -4618719 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4619452.000000 Penalty: 12436.614258
	Iteration 2F: 3 clusters Score -4619452 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4620033.500000 Penalty: 12436.614258
	Iteration 3Q: 3 clusters Score -4620034 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4620511.000000 Penalty: 12436.614258
	Iteration 4Q: 3 clusters Score -4620511 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4620921.500000 Penalty: 12436.614258
	Iteration 5Q: 3 clusters Score -4620922 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -4621384.000000 Penalty: 12436.614258
	Iteration 6Q: 3 clusters Score -4621384 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4621924.500000 Penalty: 12436.614258
	Iteration 7Q: 3 clusters Score -4621924 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4622478.000000 Penalty: 12436.614258
	Iteration 8Q: 3 clusters Score -4622478 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4623099.000000 Penalty: 12436.614258
	Iteration 9Q: 3 clusters Score -4623099 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4623763.500000 Penalty: 12436.614258
	Iteration 10Q: 3 clusters Score -4623764 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4624542.000000 Penalty: 12436.614258
	Iteration 11Q: 3 clusters Score -4624542 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4625315.500000 Penalty: 12436.614258
	Iteration 12Q: 3 clusters Score -4625316 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4626045.500000 Penalty: 12436.614258
	Iteration 13Q: 3 clusters Score -4626046 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4626614.500000 Penalty: 12436.614258
	Iteration 14Q: 3 clusters Score -4626614 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4627034.500000 Penalty: 12436.614258
	Iteration 15Q: 3 clusters Score -4627034 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4627328.000000 Penalty: 12436.614258
	Iteration 16Q: 3 clusters Score -4627328 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4627528.000000 Penalty: 12436.614258
	Iteration 17Q: 3 clusters Score -4627528 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4627658.500000 Penalty: 12436.614258
	Iteration 18Q: 3 clusters Score -4627658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4627735.000000 Penalty: 12436.614258
	Iteration 19Q: 3 clusters Score -4627735 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4627803.000000 Penalty: 12436.614258
	Iteration 20F: 3 clusters Score -4627803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4627849.000000 Penalty: 12436.614258
	Iteration 21Q: 3 clusters Score -4627849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4627880.000000 Penalty: 12436.614258
	Iteration 22Q: 3 clusters Score -4627880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4627899.000000 Penalty: 12436.614258
	Iteration 23Q: 3 clusters Score -4627899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4627917.500000 Penalty: 12436.614258
	Iteration 24Q: 3 clusters Score -4627918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4627922.000000 Penalty: 12436.614258
	Iteration 25Q: 3 clusters Score -4627922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4627923.500000 Penalty: 12436.614258
	Iteration 26Q: 3 clusters Score -4627924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4627938.000000 Penalty: 12436.614258
	Iteration 27Q: 3 clusters Score -4627938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4627974.000000 Penalty: 12436.614258
	Iteration 28Q: 3 clusters Score -4627974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4627985.000000 Penalty: 12436.614258
	Iteration 29Q: 3 clusters Score -4627985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4627987.500000 Penalty: 12436.614258
	Iteration 30Q: 3 clusters Score -4627988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4627990.000000 Penalty: 12436.614258
	Iteration 31Q: 3 clusters Score -4627990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4628002.000000 Penalty: 12436.614258
	Iteration 32Q: 3 clusters Score -4628002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4628017.000000 Penalty: 12436.614258
	Iteration 33Q: 3 clusters Score -4628017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4628015.500000 Penalty: 12436.614258
	Iteration 34Q: 3 clusters Score -4628016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4628022.000000 Penalty: 12436.614258
	Iteration 35Q: 3 clusters Score -4628022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4628013.000000 Penalty: 12436.614258
	Iteration 36Q: 3 clusters Score -4628013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4628018.000000 Penalty: 12436.614258
	Iteration 37Q: 3 clusters Score -4628018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4628034.500000 Penalty: 12436.614258
	Iteration 38Q: 3 clusters Score -4628034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4628034.000000 Penalty: 12436.614258
	Iteration 39Q: 3 clusters Score -4628034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4628051.500000 Penalty: 12436.614258
	Iteration 40F: 3 clusters Score -4628052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4628048.000000 Penalty: 12436.614258
	Iteration 41Q: 3 clusters Score -4628048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4628050.500000 Penalty: 12436.614258
	Iteration 42Q: 3 clusters Score -4628050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4628052.000000 Penalty: 12436.614258
	Iteration 43Q: 3 clusters Score -4628052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4628053.500000 Penalty: 12436.614258
	Iteration 44Q: 3 clusters Score -4628054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4628053.000000 Penalty: 12436.614258
	Iteration 45Q: 3 clusters Score -4628053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4628056.500000 Penalty: 12436.614258
	Iteration 46Q: 3 clusters Score -4628056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4628058.000000 Penalty: 12436.614258
	Iteration 47Q: 3 clusters Score -4628058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4628060.500000 Penalty: 12436.614258
	Iteration 48Q: 3 clusters Score -4628060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4628061.000000 Penalty: 12436.614258
	Iteration 49Q: 3 clusters Score -4628061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4628060.500000 Penalty: 12436.614258
	Iteration 50Q: 3 clusters Score -4628060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4628066.000000 Penalty: 12436.614258
	Iteration 51Q: 3 clusters Score -4628066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4628072.500000 Penalty: 12436.614258
	Iteration 52Q: 3 clusters Score -4628072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4628070.000000 Penalty: 12436.614258
	Iteration 53Q: 3 clusters Score -4628070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4628073.000000 Penalty: 12436.614258
	Iteration 54Q: 3 clusters Score -4628073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4628073.000000 Penalty: 12436.614258
	Iteration 55F: 3 clusters Score -4628073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179707 members 
Entering Unmasked Estep 
Score: -32407802.000000 Penalty: 7410.688477
	Iteration 0F: 2 clusters Score -3.24078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -32287176.000000 Penalty: 14821.376953
	Iteration 0F: 3 clusters Score -3.228718e+07 nChanged 84018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 89644 members 
Entering Unmasked Estep 
Score: -32334032.000000 Penalty: 14821.376953
	Iteration 1F: 3 clusters Score -3.233403e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -32335486.000000 Penalty: 14821.376953
	Iteration 2Q: 3 clusters Score -3.233549e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -32336726.000000 Penalty: 14821.376953
	Iteration 3Q: 3 clusters Score -3.233673e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -32338340.000000 Penalty: 14821.376953
	Iteration 4Q: 3 clusters Score -3.233834e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -32340120.000000 Penalty: 14821.376953
	Iteration 5Q: 3 clusters Score -3.234012e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -32342822.000000 Penalty: 14821.376953
	Iteration 6Q: 3 clusters Score -3.234282e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -32346528.000000 Penalty: 14821.376953
	Iteration 7Q: 3 clusters Score -3.234653e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -32351428.000000 Penalty: 14821.376953
	Iteration 8F: 3 clusters Score -3.235143e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106197 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -32356846.000000 Penalty: 14821.376953
	Iteration 9F: 3 clusters Score -3.235685e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -32362052.000000 Penalty: 14821.376953
	Iteration 10F: 3 clusters Score -3.236205e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117418 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -32366000.000000 Penalty: 14821.376953
	Iteration 11F: 3 clusters Score -3.2366e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -32369058.000000 Penalty: 14821.376953
	Iteration 12Q: 3 clusters Score -3.236906e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129633 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -32372116.000000 Penalty: 14821.376953
	Iteration 13Q: 3 clusters Score -3.237212e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136315 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -32375428.000000 Penalty: 14821.376953
	Iteration 14Q: 3 clusters Score -3.237543e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -32378978.000000 Penalty: 14821.376953
	Iteration 15Q: 3 clusters Score -3.237898e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -32383274.000000 Penalty: 14821.376953
	Iteration 16Q: 3 clusters Score -3.238327e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -32387496.000000 Penalty: 14821.376953
	Iteration 17Q: 3 clusters Score -3.23875e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -32391690.000000 Penalty: 14821.376953
	Iteration 18Q: 3 clusters Score -3.239169e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168558 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -32395046.000000 Penalty: 14821.376953
	Iteration 19Q: 3 clusters Score -3.239505e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171961 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -32397410.000000 Penalty: 14821.376953
	Iteration 20F: 3 clusters Score -3.239741e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174168 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -32399046.000000 Penalty: 14821.376953
	Iteration 21Q: 3 clusters Score -3.239905e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -32399942.000000 Penalty: 14821.376953
	Iteration 22Q: 3 clusters Score -3.239994e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176293 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -32400500.000000 Penalty: 14821.376953
	Iteration 23Q: 3 clusters Score -3.24005e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -32400830.000000 Penalty: 14821.376953
	Iteration 24Q: 3 clusters Score -3.240083e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -32401084.000000 Penalty: 14821.376953
	Iteration 25Q: 3 clusters Score -3.240108e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -32401218.000000 Penalty: 14821.376953
	Iteration 26Q: 3 clusters Score -3.240122e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177329 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -32401340.000000 Penalty: 14821.376953
	Iteration 27Q: 3 clusters Score -3.240134e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177390 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -32401384.000000 Penalty: 14821.376953
	Iteration 28Q: 3 clusters Score -3.240138e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177450 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -32401432.000000 Penalty: 14821.376953
	Iteration 29Q: 3 clusters Score -3.240143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -32401456.000000 Penalty: 14821.376953
	Iteration 30Q: 3 clusters Score -3.240146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177534 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -32401484.000000 Penalty: 14821.376953
	Iteration 31Q: 3 clusters Score -3.240148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -32401496.000000 Penalty: 14821.376953
	Iteration 32Q: 3 clusters Score -3.24015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -32401560.000000 Penalty: 14821.376953
	Iteration 33Q: 3 clusters Score -3.240156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177616 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -32401588.000000 Penalty: 14821.376953
	Iteration 34Q: 3 clusters Score -3.240159e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177644 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -32401602.000000 Penalty: 14821.376953
	Iteration 35Q: 3 clusters Score -3.24016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177661 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -32401612.000000 Penalty: 14821.376953
	Iteration 36Q: 3 clusters Score -3.240161e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177680 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -32401628.000000 Penalty: 14821.376953
	Iteration 37Q: 3 clusters Score -3.240163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177691 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -32401644.000000 Penalty: 14821.376953
	Iteration 38Q: 3 clusters Score -3.240164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -32401622.000000 Penalty: 14821.376953
	Iteration 39Q: 3 clusters Score -3.240162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -32401632.000000 Penalty: 14821.376953
	Iteration 40F: 3 clusters Score -3.240163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -32401654.000000 Penalty: 14821.376953
	Iteration 41Q: 3 clusters Score -3.240165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -32401656.000000 Penalty: 14821.376953
	Iteration 42Q: 3 clusters Score -3.240166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -32401672.000000 Penalty: 14821.376953
	Iteration 43Q: 3 clusters Score -3.240167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -32401664.000000 Penalty: 14821.376953
	Iteration 44Q: 3 clusters Score -3.240166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177717 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -32401670.000000 Penalty: 14821.376953
	Iteration 45Q: 3 clusters Score -3.240167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -32401700.000000 Penalty: 14821.376953
	Iteration 46Q: 3 clusters Score -3.24017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -32401710.000000 Penalty: 14821.376953
	Iteration 47Q: 3 clusters Score -3.240171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -32401708.000000 Penalty: 14821.376953
	Iteration 48Q: 3 clusters Score -3.240171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -32401692.000000 Penalty: 14821.376953
	Iteration 49Q: 3 clusters Score -3.240169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -32401686.000000 Penalty: 14821.376953
	Iteration 50Q: 3 clusters Score -3.240169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177728 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -32401678.000000 Penalty: 14821.376953
	Iteration 51Q: 3 clusters Score -3.240168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177728 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -32401670.000000 Penalty: 14821.376953
	Iteration 52Q: 3 clusters Score -3.240167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177729 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -32401664.000000 Penalty: 14821.376953
	Iteration 53Q: 3 clusters Score -3.240166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177730 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -32401660.000000 Penalty: 14821.376953
	Iteration 54Q: 3 clusters Score -3.240166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177730 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -32401660.000000 Penalty: 14821.376953
	Iteration 55F: 3 clusters Score -3.240166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1017 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 21453 members 
Mstep: Class 3 contains 38897 members 
Mstep: Class 4 contains 469446 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 14676 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 1921 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 85540 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 179707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226653808.000000 Penalty: 206718.078125
Iteration 39Q: 25 clusters Score -2.266538e+08 nChanged 19453
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 21178 members 
Mstep: Class 3 contains 39170 members 
Mstep: Class 4 contains 472953 members 
Mstep: Class 5 contains 38362 members 
Mstep: Class 6 contains 15485 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 11033 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 42526 members 
Mstep: Class 14 contains 15945 members 
Mstep: Class 15 contains 84783 members 
Mstep: Class 16 contains 73624 members 
Mstep: Class 17 contains 130795 members 
Mstep: Class 18 contains 1645 members 
Mstep: Class 19 contains 26174 members 
Mstep: Class 20 contains 179191 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 938 members 
Mstep: Class 24 contains 83645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226746368.000000 Penalty: 206718.078125
Iteration 40F: 25 clusters Score -2.267464e+08 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 20892 members 
Mstep: Class 3 contains 38704 members 
Mstep: Class 4 contains 472550 members 
Mstep: Class 5 contains 38285 members 
Mstep: Class 6 contains 15921 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 11038 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 5703 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 41352 members 
Mstep: Class 14 contains 15909 members 
Mstep: Class 15 contains 84003 members 
Mstep: Class 16 contains 73789 members 
Mstep: Class 17 contains 130960 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 26318 members 
Mstep: Class 20 contains 178844 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 84605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226790448.000000 Penalty: 206718.078125
Iteration 41Q: 25 clusters Score -2.267904e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 20747 members 
Mstep: Class 3 contains 38317 members 
Mstep: Class 4 contains 472268 members 
Mstep: Class 5 contains 38185 members 
Mstep: Class 6 contains 16185 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 40872 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 83665 members 
Mstep: Class 16 contains 73850 members 
Mstep: Class 17 contains 131093 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 26476 members 
Mstep: Class 20 contains 178626 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 924 members 
Mstep: Class 24 contains 84867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226793696.000000 Penalty: 206718.078125
Iteration 42Q: 25 clusters Score -2.267937e+08 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 20652 members 
Mstep: Class 3 contains 37991 members 
Mstep: Class 4 contains 472112 members 
Mstep: Class 5 contains 38121 members 
Mstep: Class 6 contains 16412 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 40655 members 
Mstep: Class 14 contains 15814 members 
Mstep: Class 15 contains 83460 members 
Mstep: Class 16 contains 73877 members 
Mstep: Class 17 contains 131102 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 26604 members 
Mstep: Class 20 contains 178462 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 936 members 
Mstep: Class 24 contains 84909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226794624.000000 Penalty: 206718.078125
Iteration 43Q: 25 clusters Score -2.267946e+08 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 20538 members 
Mstep: Class 3 contains 37740 members 
Mstep: Class 4 contains 472064 members 
Mstep: Class 5 contains 38034 members 
Mstep: Class 6 contains 16585 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 6425 members 
Mstep: Class 12 contains 7823 members 
Mstep: Class 13 contains 40544 members 
Mstep: Class 14 contains 15782 members 
Mstep: Class 15 contains 83350 members 
Mstep: Class 16 contains 73879 members 
Mstep: Class 17 contains 131024 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 26676 members 
Mstep: Class 20 contains 178346 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 84969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226795088.000000 Penalty: 206718.078125
Iteration 44Q: 25 clusters Score -2.267951e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 20448 members 
Mstep: Class 3 contains 37533 members 
Mstep: Class 4 contains 472054 members 
Mstep: Class 5 contains 37971 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 11096 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 40433 members 
Mstep: Class 14 contains 15769 members 
Mstep: Class 15 contains 83269 members 
Mstep: Class 16 contains 73885 members 
Mstep: Class 17 contains 130915 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 26715 members 
Mstep: Class 20 contains 178275 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 85040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226796400.000000 Penalty: 206718.078125
Iteration 45Q: 25 clusters Score -2.267964e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 20387 members 
Mstep: Class 3 contains 37369 members 
Mstep: Class 4 contains 472051 members 
Mstep: Class 5 contains 37939 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 11099 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 6649 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 40350 members 
Mstep: Class 14 contains 15745 members 
Mstep: Class 15 contains 83227 members 
Mstep: Class 16 contains 73884 members 
Mstep: Class 17 contains 130755 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 26767 members 
Mstep: Class 20 contains 178226 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 85092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226796928.000000 Penalty: 206718.078125
Iteration 46Q: 25 clusters Score -2.267969e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 20335 members 
Mstep: Class 3 contains 37220 members 
Mstep: Class 4 contains 472038 members 
Mstep: Class 5 contains 37906 members 
Mstep: Class 6 contains 16820 members 
Mstep: Class 7 contains 1154 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 7841 members 
Mstep: Class 13 contains 40301 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 15 contains 83227 members 
Mstep: Class 16 contains 73880 members 
Mstep: Class 17 contains 130648 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 26796 members 
Mstep: Class 20 contains 178197 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 85131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226796656.000000 Penalty: 206718.078125
Iteration 47Q: 25 clusters Score -2.267967e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 20295 members 
Mstep: Class 3 contains 37096 members 
Mstep: Class 4 contains 472048 members 
Mstep: Class 5 contains 37901 members 
Mstep: Class 6 contains 16855 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 7850 members 
Mstep: Class 13 contains 40254 members 
Mstep: Class 14 contains 15688 members 
Mstep: Class 15 contains 83217 members 
Mstep: Class 16 contains 73873 members 
Mstep: Class 17 contains 130523 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26834 members 
Mstep: Class 20 contains 178175 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 991 members 
Mstep: Class 24 contains 85138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797136.000000 Penalty: 206718.078125
Iteration 48Q: 25 clusters Score -2.267971e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 20260 members 
Mstep: Class 3 contains 36973 members 
Mstep: Class 4 contains 472064 members 
Mstep: Class 5 contains 37890 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 40228 members 
Mstep: Class 14 contains 15672 members 
Mstep: Class 15 contains 83210 members 
Mstep: Class 16 contains 73878 members 
Mstep: Class 17 contains 130397 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 26861 members 
Mstep: Class 20 contains 178172 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 24 contains 85162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797296.000000 Penalty: 206718.078125
Iteration 49Q: 25 clusters Score -2.267973e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 20218 members 
Mstep: Class 3 contains 36872 members 
Mstep: Class 4 contains 472075 members 
Mstep: Class 5 contains 37872 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 40205 members 
Mstep: Class 14 contains 15664 members 
Mstep: Class 15 contains 83203 members 
Mstep: Class 16 contains 73878 members 
Mstep: Class 17 contains 130295 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26879 members 
Mstep: Class 20 contains 178165 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1000 members 
Mstep: Class 24 contains 85186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797680.000000 Penalty: 206718.078125
Iteration 50Q: 25 clusters Score -2.267977e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 20194 members 
Mstep: Class 3 contains 36785 members 
Mstep: Class 4 contains 472100 members 
Mstep: Class 5 contains 37856 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 40193 members 
Mstep: Class 14 contains 15649 members 
Mstep: Class 15 contains 83194 members 
Mstep: Class 16 contains 73883 members 
Mstep: Class 17 contains 130204 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26888 members 
Mstep: Class 20 contains 178163 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 24 contains 85175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797968.000000 Penalty: 206718.078125
Iteration 51Q: 25 clusters Score -2.26798e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 20150 members 
Mstep: Class 3 contains 36710 members 
Mstep: Class 4 contains 472133 members 
Mstep: Class 5 contains 37841 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 40194 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 83178 members 
Mstep: Class 16 contains 73883 members 
Mstep: Class 17 contains 130107 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26903 members 
Mstep: Class 20 contains 178188 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 85171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798176.000000 Penalty: 206718.078125
Iteration 52Q: 25 clusters Score -2.267982e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 20120 members 
Mstep: Class 3 contains 36645 members 
Mstep: Class 4 contains 472162 members 
Mstep: Class 5 contains 37829 members 
Mstep: Class 6 contains 17005 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 11117 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40197 members 
Mstep: Class 14 contains 15632 members 
Mstep: Class 15 contains 83167 members 
Mstep: Class 16 contains 73881 members 
Mstep: Class 17 contains 130035 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26916 members 
Mstep: Class 20 contains 178187 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1009 members 
Mstep: Class 24 contains 85177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798288.000000 Penalty: 206718.078125
Iteration 53Q: 25 clusters Score -2.267983e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 20081 members 
Mstep: Class 3 contains 36589 members 
Mstep: Class 4 contains 472192 members 
Mstep: Class 5 contains 37818 members 
Mstep: Class 6 contains 17030 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40187 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 83168 members 
Mstep: Class 16 contains 73885 members 
Mstep: Class 17 contains 129966 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26930 members 
Mstep: Class 20 contains 178193 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 24 contains 85172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798336.000000 Penalty: 206718.078125
Iteration 54Q: 25 clusters Score -2.267983e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 20041 members 
Mstep: Class 3 contains 36555 members 
Mstep: Class 4 contains 472218 members 
Mstep: Class 5 contains 37801 members 
Mstep: Class 6 contains 17044 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40184 members 
Mstep: Class 14 contains 15620 members 
Mstep: Class 15 contains 83162 members 
Mstep: Class 16 contains 73884 members 
Mstep: Class 17 contains 129902 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26939 members 
Mstep: Class 20 contains 178209 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 85163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797968.000000 Penalty: 206718.078125
Iteration 55Q: 25 clusters Score -2.26798e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 19986 members 
Mstep: Class 3 contains 36526 members 
Mstep: Class 4 contains 472245 members 
Mstep: Class 5 contains 37800 members 
Mstep: Class 6 contains 17052 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40172 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 83168 members 
Mstep: Class 16 contains 73886 members 
Mstep: Class 17 contains 129838 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26943 members 
Mstep: Class 20 contains 178232 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 85162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798096.000000 Penalty: 206718.078125
Iteration 56Q: 25 clusters Score -2.267981e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 19947 members 
Mstep: Class 3 contains 36499 members 
Mstep: Class 4 contains 472259 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 17060 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40158 members 
Mstep: Class 14 contains 15620 members 
Mstep: Class 15 contains 83176 members 
Mstep: Class 16 contains 73889 members 
Mstep: Class 17 contains 129782 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26947 members 
Mstep: Class 20 contains 178241 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 85153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798016.000000 Penalty: 206718.078125
Iteration 57Q: 25 clusters Score -2.26798e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 19916 members 
Mstep: Class 3 contains 36485 members 
Mstep: Class 4 contains 472274 members 
Mstep: Class 5 contains 37815 members 
Mstep: Class 6 contains 17061 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40147 members 
Mstep: Class 14 contains 15618 members 
Mstep: Class 15 contains 83189 members 
Mstep: Class 16 contains 73893 members 
Mstep: Class 17 contains 129715 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26954 members 
Mstep: Class 20 contains 178258 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 85142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798128.000000 Penalty: 206718.078125
Iteration 58Q: 25 clusters Score -2.267981e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 19879 members 
Mstep: Class 3 contains 36475 members 
Mstep: Class 4 contains 472323 members 
Mstep: Class 5 contains 37815 members 
Mstep: Class 6 contains 17066 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40128 members 
Mstep: Class 14 contains 15613 members 
Mstep: Class 15 contains 83183 members 
Mstep: Class 16 contains 73893 members 
Mstep: Class 17 contains 129642 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26961 members 
Mstep: Class 20 contains 178280 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 85136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797744.000000 Penalty: 206718.078125
Iteration 59Q: 25 clusters Score -2.267977e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 19843 members 
Mstep: Class 3 contains 36466 members 
Mstep: Class 4 contains 472360 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40121 members 
Mstep: Class 14 contains 15604 members 
Mstep: Class 15 contains 83176 members 
Mstep: Class 16 contains 73902 members 
Mstep: Class 17 contains 129566 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 26963 members 
Mstep: Class 20 contains 178300 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 85131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226800608.000000 Penalty: 206718.078125
Iteration 60F: 25 clusters Score -2.268006e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 19809 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 472405 members 
Mstep: Class 5 contains 37835 members 
Mstep: Class 6 contains 17065 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40117 members 
Mstep: Class 14 contains 15595 members 
Mstep: Class 15 contains 83170 members 
Mstep: Class 16 contains 73904 members 
Mstep: Class 17 contains 129493 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 26970 members 
Mstep: Class 20 contains 178314 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 85132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801488.000000 Penalty: 206718.078125
Iteration 61Q: 25 clusters Score -2.268015e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 19779 members 
Mstep: Class 3 contains 36430 members 
Mstep: Class 4 contains 472464 members 
Mstep: Class 5 contains 37845 members 
Mstep: Class 6 contains 17072 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40110 members 
Mstep: Class 14 contains 15591 members 
Mstep: Class 15 contains 83169 members 
Mstep: Class 16 contains 73905 members 
Mstep: Class 17 contains 129406 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 26976 members 
Mstep: Class 20 contains 178323 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 85135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801728.000000 Penalty: 206718.078125
Iteration 62Q: 25 clusters Score -2.268017e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 19758 members 
Mstep: Class 3 contains 36416 members 
Mstep: Class 4 contains 472487 members 
Mstep: Class 5 contains 37848 members 
Mstep: Class 6 contains 17081 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 40106 members 
Mstep: Class 14 contains 15584 members 
Mstep: Class 15 contains 83169 members 
Mstep: Class 16 contains 73909 members 
Mstep: Class 17 contains 129342 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 26984 members 
Mstep: Class 20 contains 178332 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1020 members 
Mstep: Class 24 contains 85130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801808.000000 Penalty: 206718.078125
Iteration 63Q: 25 clusters Score -2.268018e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 19735 members 
Mstep: Class 3 contains 36401 members 
Mstep: Class 4 contains 472511 members 
Mstep: Class 5 contains 37851 members 
Mstep: Class 6 contains 17088 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 40107 members 
Mstep: Class 14 contains 15581 members 
Mstep: Class 15 contains 83160 members 
Mstep: Class 16 contains 73917 members 
Mstep: Class 17 contains 129280 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 26990 members 
Mstep: Class 20 contains 178344 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1023 members 
Mstep: Class 24 contains 85126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226802032.000000 Penalty: 206718.078125
Iteration 64Q: 25 clusters Score -2.26802e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19718 members 
Mstep: Class 3 contains 36391 members 
Mstep: Class 4 contains 472552 members 
Mstep: Class 5 contains 37844 members 
Mstep: Class 6 contains 17095 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 40094 members 
Mstep: Class 14 contains 15579 members 
Mstep: Class 15 contains 83155 members 
Mstep: Class 16 contains 73925 members 
Mstep: Class 17 contains 129211 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 26994 members 
Mstep: Class 20 contains 178358 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1024 members 
Mstep: Class 24 contains 85117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801408.000000 Penalty: 206718.078125
Iteration 65Q: 25 clusters Score -2.268014e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 19703 members 
Mstep: Class 3 contains 36379 members 
Mstep: Class 4 contains 472558 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 40088 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 15 contains 83150 members 
Mstep: Class 16 contains 73932 members 
Mstep: Class 17 contains 129177 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 26997 members 
Mstep: Class 20 contains 178364 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801328.000000 Penalty: 206718.078125
Iteration 66Q: 25 clusters Score -2.268013e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 19690 members 
Mstep: Class 3 contains 36367 members 
Mstep: Class 4 contains 472572 members 
Mstep: Class 5 contains 37864 members 
Mstep: Class 6 contains 17112 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 40086 members 
Mstep: Class 14 contains 15570 members 
Mstep: Class 15 contains 83143 members 
Mstep: Class 16 contains 73935 members 
Mstep: Class 17 contains 129121 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27000 members 
Mstep: Class 20 contains 178374 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801456.000000 Penalty: 206718.078125
Iteration 67Q: 25 clusters Score -2.268015e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 19673 members 
Mstep: Class 3 contains 36358 members 
Mstep: Class 4 contains 472606 members 
Mstep: Class 5 contains 37881 members 
Mstep: Class 6 contains 17119 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40083 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83144 members 
Mstep: Class 16 contains 73936 members 
Mstep: Class 17 contains 129060 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 26999 members 
Mstep: Class 20 contains 178386 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801616.000000 Penalty: 206718.078125
Iteration 68Q: 25 clusters Score -2.268016e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 19653 members 
Mstep: Class 3 contains 36350 members 
Mstep: Class 4 contains 472635 members 
Mstep: Class 5 contains 37897 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 1103 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40085 members 
Mstep: Class 14 contains 15557 members 
Mstep: Class 15 contains 83148 members 
Mstep: Class 16 contains 73940 members 
Mstep: Class 17 contains 128997 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 27006 members 
Mstep: Class 20 contains 178392 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801392.000000 Penalty: 206718.078125
Iteration 69Q: 25 clusters Score -2.268014e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19641 members 
Mstep: Class 3 contains 36338 members 
Mstep: Class 4 contains 472659 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 17129 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40085 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83137 members 
Mstep: Class 16 contains 73941 members 
Mstep: Class 17 contains 128951 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 27010 members 
Mstep: Class 20 contains 178394 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801536.000000 Penalty: 206718.078125
Iteration 70Q: 25 clusters Score -2.268015e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 19630 members 
Mstep: Class 3 contains 36326 members 
Mstep: Class 4 contains 472660 members 
Mstep: Class 5 contains 37923 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40087 members 
Mstep: Class 14 contains 15554 members 
Mstep: Class 15 contains 83128 members 
Mstep: Class 16 contains 73941 members 
Mstep: Class 17 contains 128908 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 27021 members 
Mstep: Class 20 contains 178403 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801472.000000 Penalty: 206718.078125
Iteration 71Q: 25 clusters Score -2.268015e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 36316 members 
Mstep: Class 4 contains 472672 members 
Mstep: Class 5 contains 37929 members 
Mstep: Class 6 contains 17133 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40083 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83109 members 
Mstep: Class 16 contains 73942 members 
Mstep: Class 17 contains 128870 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 27024 members 
Mstep: Class 20 contains 178406 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 85085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801216.000000 Penalty: 206718.078125
Iteration 72Q: 25 clusters Score -2.268012e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 19615 members 
Mstep: Class 3 contains 36310 members 
Mstep: Class 4 contains 472683 members 
Mstep: Class 5 contains 37935 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40082 members 
Mstep: Class 14 contains 15552 members 
Mstep: Class 15 contains 83096 members 
Mstep: Class 16 contains 73944 members 
Mstep: Class 17 contains 128842 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 27029 members 
Mstep: Class 20 contains 178413 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1026 members 
Mstep: Class 24 contains 85086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801376.000000 Penalty: 206718.078125
Iteration 73Q: 25 clusters Score -2.268014e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 36303 members 
Mstep: Class 4 contains 472714 members 
Mstep: Class 5 contains 37939 members 
Mstep: Class 6 contains 17138 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 40079 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83089 members 
Mstep: Class 16 contains 73944 members 
Mstep: Class 17 contains 128801 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27032 members 
Mstep: Class 20 contains 178419 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1027 members 
Mstep: Class 24 contains 85081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801456.000000 Penalty: 206718.078125
Iteration 74Q: 25 clusters Score -2.268015e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 19592 members 
Mstep: Class 3 contains 36293 members 
Mstep: Class 4 contains 472738 members 
Mstep: Class 5 contains 37949 members 
Mstep: Class 6 contains 17136 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 40078 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83076 members 
Mstep: Class 16 contains 73944 members 
Mstep: Class 17 contains 128762 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27040 members 
Mstep: Class 20 contains 178426 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1030 members 
Mstep: Class 24 contains 85080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801328.000000 Penalty: 206718.078125
Iteration 75Q: 25 clusters Score -2.268013e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 19580 members 
Mstep: Class 3 contains 36289 members 
Mstep: Class 4 contains 472769 members 
Mstep: Class 5 contains 37962 members 
Mstep: Class 6 contains 17138 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40071 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83072 members 
Mstep: Class 16 contains 73945 members 
Mstep: Class 17 contains 128710 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27039 members 
Mstep: Class 20 contains 178431 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1034 members 
Mstep: Class 24 contains 85075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801184.000000 Penalty: 206718.078125
Iteration 76Q: 25 clusters Score -2.268012e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 19571 members 
Mstep: Class 3 contains 36284 members 
Mstep: Class 4 contains 472785 members 
Mstep: Class 5 contains 37980 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 1093 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40069 members 
Mstep: Class 14 contains 15555 members 
Mstep: Class 15 contains 83065 members 
Mstep: Class 16 contains 73946 members 
Mstep: Class 17 contains 128662 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27044 members 
Mstep: Class 20 contains 178435 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801120.000000 Penalty: 206718.078125
Iteration 77Q: 25 clusters Score -2.268011e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 19563 members 
Mstep: Class 3 contains 36277 members 
Mstep: Class 4 contains 472809 members 
Mstep: Class 5 contains 37999 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40072 members 
Mstep: Class 14 contains 15559 members 
Mstep: Class 15 contains 83056 members 
Mstep: Class 16 contains 73946 members 
Mstep: Class 17 contains 128609 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27047 members 
Mstep: Class 20 contains 178435 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226801232.000000 Penalty: 206718.078125
Iteration 78Q: 25 clusters Score -2.268012e+08 nChanged 179
Entering ConstructFrom: 
Score: -226801232.000000 Penalty: 206718.078125
Entering ConstructFrom: 
Trying to split cluster 1 (24937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Entering Unmasked Estep 
Score: -4255472.500000 Penalty: 6201.016113
	Iteration 0F: 2 clusters Score -4255472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -4235892.500000 Penalty: 12402.032227
	Iteration 0F: 3 clusters Score -4235892 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4241436.500000 Penalty: 12402.032227
	Iteration 1F: 3 clusters Score -4241436 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4242298.500000 Penalty: 12402.032227
	Iteration 2F: 3 clusters Score -4242298 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4243133.000000 Penalty: 12402.032227
	Iteration 3F: 3 clusters Score -4243133 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4244089.000000 Penalty: 12402.032227
	Iteration 4F: 3 clusters Score -4244089 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4245062.500000 Penalty: 12402.032227
	Iteration 5F: 3 clusters Score -4245062 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4246174.500000 Penalty: 12402.032227
	Iteration 6F: 3 clusters Score -4246174 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4247279.500000 Penalty: 12402.032227
	Iteration 7F: 3 clusters Score -4247280 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -4248271.000000 Penalty: 12402.032227
	Iteration 8F: 3 clusters Score -4248271 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4249094.500000 Penalty: 12402.032227
	Iteration 9Q: 3 clusters Score -4249094 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4249654.000000 Penalty: 12402.032227
	Iteration 10Q: 3 clusters Score -4249654 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4250058.500000 Penalty: 12402.032227
	Iteration 11Q: 3 clusters Score -4250058 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -4250315.000000 Penalty: 12402.032227
	Iteration 12Q: 3 clusters Score -4250315 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4250477.500000 Penalty: 12402.032227
	Iteration 13Q: 3 clusters Score -4250478 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4250591.500000 Penalty: 12402.032227
	Iteration 14Q: 3 clusters Score -4250592 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4250669.000000 Penalty: 12402.032227
	Iteration 15Q: 3 clusters Score -4250669 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4250719.000000 Penalty: 12402.032227
	Iteration 16Q: 3 clusters Score -4250719 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4250767.500000 Penalty: 12402.032227
	Iteration 17Q: 3 clusters Score -4250768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4250808.000000 Penalty: 12402.032227
	Iteration 18Q: 3 clusters Score -4250808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -4250823.000000 Penalty: 12402.032227
	Iteration 19Q: 3 clusters Score -4250823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4250829.000000 Penalty: 12402.032227
	Iteration 20F: 3 clusters Score -4250829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4250841.000000 Penalty: 12402.032227
	Iteration 21Q: 3 clusters Score -4250841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4250830.500000 Penalty: 12402.032227
	Iteration 22Q: 3 clusters Score -4250830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4250832.500000 Penalty: 12402.032227
	Iteration 23Q: 3 clusters Score -4250832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4250839.500000 Penalty: 12402.032227
	Iteration 24Q: 3 clusters Score -4250840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4250854.500000 Penalty: 12402.032227
	Iteration 25Q: 3 clusters Score -4250854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4250856.000000 Penalty: 12402.032227
	Iteration 26Q: 3 clusters Score -4250856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4250864.500000 Penalty: 12402.032227
	Iteration 27Q: 3 clusters Score -4250864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4250872.000000 Penalty: 12402.032227
	Iteration 28Q: 3 clusters Score -4250872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -4250881.000000 Penalty: 12402.032227
	Iteration 29Q: 3 clusters Score -4250881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4250883.000000 Penalty: 12402.032227
	Iteration 30Q: 3 clusters Score -4250883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4250888.500000 Penalty: 12402.032227
	Iteration 31Q: 3 clusters Score -4250888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4250887.500000 Penalty: 12402.032227
	Iteration 32Q: 3 clusters Score -4250888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4250884.000000 Penalty: 12402.032227
	Iteration 33Q: 3 clusters Score -4250884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4250898.500000 Penalty: 12402.032227
	Iteration 34Q: 3 clusters Score -4250898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4250899.500000 Penalty: 12402.032227
	Iteration 35Q: 3 clusters Score -4250900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4250903.000000 Penalty: 12402.032227
	Iteration 36Q: 3 clusters Score -4250903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4250905.500000 Penalty: 12402.032227
	Iteration 37Q: 3 clusters Score -4250906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4250906.500000 Penalty: 12402.032227
	Iteration 38Q: 3 clusters Score -4250906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4250905.500000 Penalty: 12402.032227
	Iteration 39Q: 3 clusters Score -4250906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4250904.500000 Penalty: 12402.032227
	Iteration 40F: 3 clusters Score -4250904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4250907.000000 Penalty: 12402.032227
	Iteration 41Q: 3 clusters Score -4250907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4250915.500000 Penalty: 12402.032227
	Iteration 42Q: 3 clusters Score -4250916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4250906.500000 Penalty: 12402.032227
	Iteration 43Q: 3 clusters Score -4250906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4250907.000000 Penalty: 12402.032227
	Iteration 44Q: 3 clusters Score -4250907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4250911.500000 Penalty: 12402.032227
	Iteration 45Q: 3 clusters Score -4250912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4250910.000000 Penalty: 12402.032227
	Iteration 46Q: 3 clusters Score -4250910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4250909.000000 Penalty: 12402.032227
	Iteration 47Q: 3 clusters Score -4250909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4250904.500000 Penalty: 12402.032227
	Iteration 48Q: 3 clusters Score -4250904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4250895.500000 Penalty: 12402.032227
	Iteration 49Q: 3 clusters Score -4250896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4250906.500000 Penalty: 12402.032227
	Iteration 50Q: 3 clusters Score -4250906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4250901.500000 Penalty: 12402.032227
	Iteration 51Q: 3 clusters Score -4250902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4250906.500000 Penalty: 12402.032227
	Iteration 52Q: 3 clusters Score -4250906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4250912.000000 Penalty: 12402.032227
	Iteration 53Q: 3 clusters Score -4250912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -4250914.000000 Penalty: 12402.032227
	Iteration 54Q: 3 clusters Score -4250914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4250914.000000 Penalty: 12402.032227
	Iteration 55Q: 3 clusters Score -4250914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4250907.500000 Penalty: 12402.032227
	Iteration 56Q: 3 clusters Score -4250908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4250915.500000 Penalty: 12402.032227
	Iteration 57Q: 3 clusters Score -4250916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4250922.500000 Penalty: 12402.032227
	Iteration 58Q: 3 clusters Score -4250922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4250932.000000 Penalty: 12402.032227
	Iteration 59Q: 3 clusters Score -4250932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4250933.000000 Penalty: 12402.032227
	Iteration 60F: 3 clusters Score -4250933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4250927.000000 Penalty: 12402.032227
	Iteration 61Q: 3 clusters Score -4250927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -4250927.500000 Penalty: 12402.032227
	Iteration 62Q: 3 clusters Score -4250928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4250929.000000 Penalty: 12402.032227
	Iteration 63Q: 3 clusters Score -4250929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4250934.000000 Penalty: 12402.032227
	Iteration 64Q: 3 clusters Score -4250934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4250927.500000 Penalty: 12402.032227
	Iteration 65Q: 3 clusters Score -4250928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4250927.000000 Penalty: 12402.032227
	Iteration 66Q: 3 clusters Score -4250927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4250925.000000 Penalty: 12402.032227
	Iteration 67Q: 3 clusters Score -4250925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -4250927.000000 Penalty: 12402.032227
	Iteration 68Q: 3 clusters Score -4250927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4250924.500000 Penalty: 12402.032227
	Iteration 69Q: 3 clusters Score -4250924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4250930.000000 Penalty: 12402.032227
	Iteration 70Q: 3 clusters Score -4250930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4250927.000000 Penalty: 12402.032227
	Iteration 71Q: 3 clusters Score -4250927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4250930.000000 Penalty: 12402.032227
	Iteration 72Q: 3 clusters Score -4250930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -4250923.000000 Penalty: 12402.032227
	Iteration 73Q: 3 clusters Score -4250923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4250931.000000 Penalty: 12402.032227
	Iteration 74Q: 3 clusters Score -4250931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4250930.000000 Penalty: 12402.032227
	Iteration 75Q: 3 clusters Score -4250930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4250930.000000 Penalty: 12402.032227
	Iteration 76F: 3 clusters Score -4250930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Entering Unmasked Estep 
Score: -3372734.250000 Penalty: 6051.947754
	Iteration 0F: 2 clusters Score -3372734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3356557.500000 Penalty: 12103.895508
	Iteration 0F: 3 clusters Score -3356558 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3361047.750000 Penalty: 12103.895508
	Iteration 1F: 3 clusters Score -3361048 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3362037.250000 Penalty: 12103.895508
	Iteration 2F: 3 clusters Score -3362037 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3362860.500000 Penalty: 12103.895508
	Iteration 3F: 3 clusters Score -3362860 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3363548.750000 Penalty: 12103.895508
	Iteration 4F: 3 clusters Score -3363549 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3364151.000000 Penalty: 12103.895508
	Iteration 5Q: 3 clusters Score -3364151 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3364715.000000 Penalty: 12103.895508
	Iteration 6Q: 3 clusters Score -3364715 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3365295.000000 Penalty: 12103.895508
	Iteration 7Q: 3 clusters Score -3365295 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3365902.750000 Penalty: 12103.895508
	Iteration 8Q: 3 clusters Score -3365903 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3366553.500000 Penalty: 12103.895508
	Iteration 9Q: 3 clusters Score -3366554 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3367345.000000 Penalty: 12103.895508
	Iteration 10Q: 3 clusters Score -3367345 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3368271.250000 Penalty: 12103.895508
	Iteration 11Q: 3 clusters Score -3368271 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3369291.750000 Penalty: 12103.895508
	Iteration 12Q: 3 clusters Score -3369292 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3370351.250000 Penalty: 12103.895508
	Iteration 13Q: 3 clusters Score -3370351 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3371689.500000 Penalty: 12103.895508
	Iteration 14Q: 3 clusters Score -3371690 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3372994.500000 Penalty: 12103.895508
	Iteration 15Q: 3 clusters Score -3372994 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3374058.500000 Penalty: 12103.895508
	Iteration 16Q: 3 clusters Score -3374058 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3374580.500000 Penalty: 12103.895508
	Iteration 17Q: 3 clusters Score -3374580 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3374769.750000 Penalty: 12103.895508
	Iteration 18Q: 3 clusters Score -3374770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3374842.000000 Penalty: 12103.895508
	Iteration 19Q: 3 clusters Score -3374842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3374870.500000 Penalty: 12103.895508
	Iteration 20F: 3 clusters Score -3374870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3374883.750000 Penalty: 12103.895508
	Iteration 21Q: 3 clusters Score -3374884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3374897.750000 Penalty: 12103.895508
	Iteration 22Q: 3 clusters Score -3374898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3374910.250000 Penalty: 12103.895508
	Iteration 23Q: 3 clusters Score -3374910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3374916.000000 Penalty: 12103.895508
	Iteration 24Q: 3 clusters Score -3374916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3374921.250000 Penalty: 12103.895508
	Iteration 25Q: 3 clusters Score -3374921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3374919.000000 Penalty: 12103.895508
	Iteration 26Q: 3 clusters Score -3374919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3374918.750000 Penalty: 12103.895508
	Iteration 27Q: 3 clusters Score -3374919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3374918.750000 Penalty: 12103.895508
	Iteration 28F: 3 clusters Score -3374919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85056 members 
Mstep: Class 25 contains 6648 members 
Entering Unmasked Estep 
Score: -226800544.000000 Penalty: 215331.328125
Splitting cluster 2 changes total score from -226801232.000000 to -226800544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (36273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Entering Unmasked Estep 
Score: -6538449.000000 Penalty: 6430.532715
	Iteration 0F: 2 clusters Score -6538449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -6511630.500000 Penalty: 12861.065430
	Iteration 0F: 3 clusters Score -6511630 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -6519916.000000 Penalty: 12861.065430
	Iteration 1F: 3 clusters Score -6519916 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6520810.000000 Penalty: 12861.065430
	Iteration 2F: 3 clusters Score -6520810 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -6521444.500000 Penalty: 12861.065430
	Iteration 3Q: 3 clusters Score -6521444 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -6522053.000000 Penalty: 12861.065430
	Iteration 4Q: 3 clusters Score -6522053 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -6522686.000000 Penalty: 12861.065430
	Iteration 5Q: 3 clusters Score -6522686 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -6523430.000000 Penalty: 12861.065430
	Iteration 6Q: 3 clusters Score -6523430 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -6524417.000000 Penalty: 12861.065430
	Iteration 7Q: 3 clusters Score -6524417 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -6525576.000000 Penalty: 12861.065430
	Iteration 8F: 3 clusters Score -6525576 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6526940.000000 Penalty: 12861.065430
	Iteration 9F: 3 clusters Score -6526940 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -6528304.000000 Penalty: 12861.065430
	Iteration 10F: 3 clusters Score -6528304 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6529579.000000 Penalty: 12861.065430
	Iteration 11Q: 3 clusters Score -6529579 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6530635.000000 Penalty: 12861.065430
	Iteration 12Q: 3 clusters Score -6530635 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6531444.000000 Penalty: 12861.065430
	Iteration 13Q: 3 clusters Score -6531444 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6532008.000000 Penalty: 12861.065430
	Iteration 14Q: 3 clusters Score -6532008 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6532342.000000 Penalty: 12861.065430
	Iteration 15Q: 3 clusters Score -6532342 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6532571.000000 Penalty: 12861.065430
	Iteration 16Q: 3 clusters Score -6532571 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6532743.000000 Penalty: 12861.065430
	Iteration 17Q: 3 clusters Score -6532743 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6532886.000000 Penalty: 12861.065430
	Iteration 18Q: 3 clusters Score -6532886 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6532970.500000 Penalty: 12861.065430
	Iteration 19Q: 3 clusters Score -6532970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6533030.000000 Penalty: 12861.065430
	Iteration 20F: 3 clusters Score -6533030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6533080.500000 Penalty: 12861.065430
	Iteration 21Q: 3 clusters Score -6533080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6533098.500000 Penalty: 12861.065430
	Iteration 22Q: 3 clusters Score -6533098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6533130.000000 Penalty: 12861.065430
	Iteration 23Q: 3 clusters Score -6533130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6533133.500000 Penalty: 12861.065430
	Iteration 24Q: 3 clusters Score -6533134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6533166.000000 Penalty: 12861.065430
	Iteration 25Q: 3 clusters Score -6533166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6533179.500000 Penalty: 12861.065430
	Iteration 26Q: 3 clusters Score -6533180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6533184.000000 Penalty: 12861.065430
	Iteration 27Q: 3 clusters Score -6533184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6533200.500000 Penalty: 12861.065430
	Iteration 28Q: 3 clusters Score -6533200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6533203.000000 Penalty: 12861.065430
	Iteration 29Q: 3 clusters Score -6533203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6533204.000000 Penalty: 12861.065430
	Iteration 30Q: 3 clusters Score -6533204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6533217.000000 Penalty: 12861.065430
	Iteration 31Q: 3 clusters Score -6533217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6533220.000000 Penalty: 12861.065430
	Iteration 32Q: 3 clusters Score -6533220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6533218.500000 Penalty: 12861.065430
	Iteration 33Q: 3 clusters Score -6533218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6533222.500000 Penalty: 12861.065430
	Iteration 34Q: 3 clusters Score -6533222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6533216.500000 Penalty: 12861.065430
	Iteration 35Q: 3 clusters Score -6533216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6533234.000000 Penalty: 12861.065430
	Iteration 36Q: 3 clusters Score -6533234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6533227.500000 Penalty: 12861.065430
	Iteration 37Q: 3 clusters Score -6533228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6533240.000000 Penalty: 12861.065430
	Iteration 38Q: 3 clusters Score -6533240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6533237.500000 Penalty: 12861.065430
	Iteration 39Q: 3 clusters Score -6533238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6533244.000000 Penalty: 12861.065430
	Iteration 40F: 3 clusters Score -6533244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6533242.500000 Penalty: 12861.065430
	Iteration 41Q: 3 clusters Score -6533242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6533250.500000 Penalty: 12861.065430
	Iteration 42Q: 3 clusters Score -6533250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6533258.000000 Penalty: 12861.065430
	Iteration 43Q: 3 clusters Score -6533258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6533260.000000 Penalty: 12861.065430
	Iteration 44Q: 3 clusters Score -6533260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6533264.500000 Penalty: 12861.065430
	Iteration 45Q: 3 clusters Score -6533264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6533269.000000 Penalty: 12861.065430
	Iteration 46Q: 3 clusters Score -6533269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6533269.000000 Penalty: 12861.065430
	Iteration 47Q: 3 clusters Score -6533269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6533269.000000 Penalty: 12861.065430
	Iteration 48Q: 3 clusters Score -6533269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6533278.500000 Penalty: 12861.065430
	Iteration 49Q: 3 clusters Score -6533278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6533281.500000 Penalty: 12861.065430
	Iteration 50Q: 3 clusters Score -6533282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6533287.000000 Penalty: 12861.065430
	Iteration 51Q: 3 clusters Score -6533287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6533284.000000 Penalty: 12861.065430
	Iteration 52Q: 3 clusters Score -6533284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6533285.500000 Penalty: 12861.065430
	Iteration 53Q: 3 clusters Score -6533286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6533280.000000 Penalty: 12861.065430
	Iteration 54Q: 3 clusters Score -6533280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6533280.000000 Penalty: 12861.065430
	Iteration 55F: 3 clusters Score -6533280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (472842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472842 members 
Entering Unmasked Estep 
Score: -85387392.000000 Penalty: 8003.241699
	Iteration 0F: 2 clusters Score -8.538739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236232 members 
Mstep: Class 2 contains 236610 members 
Entering Unmasked Estep 
Score: -85087368.000000 Penalty: 16006.483398
	Iteration 0F: 3 clusters Score -8.508737e+07 nChanged 227022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233782 members 
Mstep: Class 2 contains 239060 members 
Entering Unmasked Estep 
Score: -85218944.000000 Penalty: 16006.483398
	Iteration 1F: 3 clusters Score -8.521894e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232604 members 
Mstep: Class 2 contains 240238 members 
Entering Unmasked Estep 
Score: -85220712.000000 Penalty: 16006.483398
	Iteration 2Q: 3 clusters Score -8.522071e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230750 members 
Mstep: Class 2 contains 242092 members 
Entering Unmasked Estep 
Score: -85223304.000000 Penalty: 16006.483398
	Iteration 3Q: 3 clusters Score -8.52233e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228191 members 
Mstep: Class 2 contains 244651 members 
Entering Unmasked Estep 
Score: -85225296.000000 Penalty: 16006.483398
	Iteration 4Q: 3 clusters Score -8.52253e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224319 members 
Mstep: Class 2 contains 248523 members 
Entering Unmasked Estep 
Score: -85227464.000000 Penalty: 16006.483398
	Iteration 5Q: 3 clusters Score -8.522746e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218224 members 
Mstep: Class 2 contains 254618 members 
Entering Unmasked Estep 
Score: -85230176.000000 Penalty: 16006.483398
	Iteration 6Q: 3 clusters Score -8.523018e+07 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208787 members 
Mstep: Class 2 contains 264055 members 
Entering Unmasked Estep 
Score: -85235776.000000 Penalty: 16006.483398
	Iteration 7Q: 3 clusters Score -8.523578e+07 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194408 members 
Mstep: Class 2 contains 278434 members 
Entering Unmasked Estep 
Score: -85243912.000000 Penalty: 16006.483398
	Iteration 8Q: 3 clusters Score -8.524391e+07 nChanged 24035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173497 members 
Mstep: Class 2 contains 299345 members 
Entering Unmasked Estep 
Score: -85256936.000000 Penalty: 16006.483398
	Iteration 9F: 3 clusters Score -8.525694e+07 nChanged 29464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 327129 members 
Entering Unmasked Estep 
Score: -85277928.000000 Penalty: 16006.483398
	Iteration 10F: 3 clusters Score -8.527793e+07 nChanged 34338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 360715 members 
Entering Unmasked Estep 
Score: -85305288.000000 Penalty: 16006.483398
	Iteration 11F: 3 clusters Score -8.530529e+07 nChanged 33753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 394158 members 
Entering Unmasked Estep 
Score: -85334248.000000 Penalty: 16006.483398
	Iteration 12F: 3 clusters Score -8.533425e+07 nChanged 27247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 421229 members 
Entering Unmasked Estep 
Score: -85357344.000000 Penalty: 16006.483398
	Iteration 13F: 3 clusters Score -8.535734e+07 nChanged 19189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 440308 members 
Entering Unmasked Estep 
Score: -85372440.000000 Penalty: 16006.483398
	Iteration 14Q: 3 clusters Score -8.537244e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 452224 members 
Entering Unmasked Estep 
Score: -85379992.000000 Penalty: 16006.483398
	Iteration 15Q: 3 clusters Score -8.537999e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 459156 members 
Entering Unmasked Estep 
Score: -85383304.000000 Penalty: 16006.483398
	Iteration 16Q: 3 clusters Score -8.53833e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 462941 members 
Entering Unmasked Estep 
Score: -85385056.000000 Penalty: 16006.483398
	Iteration 17Q: 3 clusters Score -8.538506e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 465101 members 
Entering Unmasked Estep 
Score: -85386208.000000 Penalty: 16006.483398
	Iteration 18Q: 3 clusters Score -8.538621e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 466278 members 
Entering Unmasked Estep 
Score: -85386720.000000 Penalty: 16006.483398
	Iteration 19Q: 3 clusters Score -8.538672e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 466951 members 
Entering Unmasked Estep 
Score: -85387040.000000 Penalty: 16006.483398
	Iteration 20F: 3 clusters Score -8.538704e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 467348 members 
Entering Unmasked Estep 
Score: -85387016.000000 Penalty: 16006.483398
	Iteration 21Q: 3 clusters Score -8.538702e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 467585 members 
Entering Unmasked Estep 
Score: -85387104.000000 Penalty: 16006.483398
	Iteration 22Q: 3 clusters Score -8.53871e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 467758 members 
Entering Unmasked Estep 
Score: -85387216.000000 Penalty: 16006.483398
	Iteration 23Q: 3 clusters Score -8.538722e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 467859 members 
Entering Unmasked Estep 
Score: -85387200.000000 Penalty: 16006.483398
	Iteration 24Q: 3 clusters Score -8.53872e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 467937 members 
Entering Unmasked Estep 
Score: -85387200.000000 Penalty: 16006.483398
	Iteration 25Q: 3 clusters Score -8.53872e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 467990 members 
Entering Unmasked Estep 
Score: -85387208.000000 Penalty: 16006.483398
	Iteration 26Q: 3 clusters Score -8.538721e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 468022 members 
Entering Unmasked Estep 
Score: -85387208.000000 Penalty: 16006.483398
	Iteration 27Q: 3 clusters Score -8.538721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 468039 members 
Entering Unmasked Estep 
Score: -85387200.000000 Penalty: 16006.483398
	Iteration 28Q: 3 clusters Score -8.53872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 468059 members 
Entering Unmasked Estep 
Score: -85387152.000000 Penalty: 16006.483398
	Iteration 29Q: 3 clusters Score -8.538715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 468075 members 
Entering Unmasked Estep 
Score: -85387128.000000 Penalty: 16006.483398
	Iteration 30Q: 3 clusters Score -8.538713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 468087 members 
Entering Unmasked Estep 
Score: -85387096.000000 Penalty: 16006.483398
	Iteration 31Q: 3 clusters Score -8.53871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 468094 members 
Entering Unmasked Estep 
Score: -85387152.000000 Penalty: 16006.483398
	Iteration 32Q: 3 clusters Score -8.538715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 468096 members 
Entering Unmasked Estep 
Score: -85387160.000000 Penalty: 16006.483398
	Iteration 33Q: 3 clusters Score -8.538716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 468103 members 
Entering Unmasked Estep 
Score: -85387144.000000 Penalty: 16006.483398
	Iteration 34Q: 3 clusters Score -8.538714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 468104 members 
Entering Unmasked Estep 
Score: -85387168.000000 Penalty: 16006.483398
	Iteration 35Q: 3 clusters Score -8.538717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 468108 members 
Entering Unmasked Estep 
Score: -85387136.000000 Penalty: 16006.483398
	Iteration 36Q: 3 clusters Score -8.538714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 468113 members 
Entering Unmasked Estep 
Score: -85387184.000000 Penalty: 16006.483398
	Iteration 37Q: 3 clusters Score -8.538718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 468121 members 
Entering Unmasked Estep 
Score: -85387224.000000 Penalty: 16006.483398
	Iteration 38Q: 3 clusters Score -8.538722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 468125 members 
Entering Unmasked Estep 
Score: -85387136.000000 Penalty: 16006.483398
	Iteration 39Q: 3 clusters Score -8.538714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 468129 members 
Entering Unmasked Estep 
Score: -85387184.000000 Penalty: 16006.483398
	Iteration 40F: 3 clusters Score -8.538718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 468132 members 
Entering Unmasked Estep 
Score: -85387184.000000 Penalty: 16006.483398
	Iteration 41Q: 3 clusters Score -8.538718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 468134 members 
Entering Unmasked Estep 
Score: -85387224.000000 Penalty: 16006.483398
	Iteration 42Q: 3 clusters Score -8.538722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 468134 members 
Entering Unmasked Estep 
Score: -85387224.000000 Penalty: 16006.483398
	Iteration 43F: 3 clusters Score -8.538722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Entering Unmasked Estep 
Score: -6851442.500000 Penalty: 6459.344238
	Iteration 0F: 2 clusters Score -6851442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6823407.500000 Penalty: 12918.688477
	Iteration 0F: 3 clusters Score -6823408 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -6832011.000000 Penalty: 12918.688477
	Iteration 1F: 3 clusters Score -6832011 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -6832808.000000 Penalty: 12918.688477
	Iteration 2F: 3 clusters Score -6832808 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -6833490.000000 Penalty: 12918.688477
	Iteration 3Q: 3 clusters Score -6833490 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -6834160.000000 Penalty: 12918.688477
	Iteration 4Q: 3 clusters Score -6834160 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -6834891.000000 Penalty: 12918.688477
	Iteration 5Q: 3 clusters Score -6834891 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6835856.000000 Penalty: 12918.688477
	Iteration 6Q: 3 clusters Score -6835856 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -6837209.000000 Penalty: 12918.688477
	Iteration 7F: 3 clusters Score -6837209 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -6839069.000000 Penalty: 12918.688477
	Iteration 8F: 3 clusters Score -6839069 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -6841019.000000 Penalty: 12918.688477
	Iteration 9F: 3 clusters Score -6841019 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -6842715.000000 Penalty: 12918.688477
	Iteration 10F: 3 clusters Score -6842715 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6844170.000000 Penalty: 12918.688477
	Iteration 11F: 3 clusters Score -6844170 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6845151.000000 Penalty: 12918.688477
	Iteration 12Q: 3 clusters Score -6845151 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6845866.500000 Penalty: 12918.688477
	Iteration 13Q: 3 clusters Score -6845866 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6846396.500000 Penalty: 12918.688477
	Iteration 14Q: 3 clusters Score -6846396 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6846751.500000 Penalty: 12918.688477
	Iteration 15Q: 3 clusters Score -6846752 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6846968.000000 Penalty: 12918.688477
	Iteration 16Q: 3 clusters Score -6846968 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6847116.000000 Penalty: 12918.688477
	Iteration 17Q: 3 clusters Score -6847116 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6847265.500000 Penalty: 12918.688477
	Iteration 18Q: 3 clusters Score -6847266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6847349.000000 Penalty: 12918.688477
	Iteration 19Q: 3 clusters Score -6847349 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6847420.000000 Penalty: 12918.688477
	Iteration 20F: 3 clusters Score -6847420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6847462.000000 Penalty: 12918.688477
	Iteration 21Q: 3 clusters Score -6847462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6847525.000000 Penalty: 12918.688477
	Iteration 22Q: 3 clusters Score -6847525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6847562.000000 Penalty: 12918.688477
	Iteration 23Q: 3 clusters Score -6847562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6847597.500000 Penalty: 12918.688477
	Iteration 24Q: 3 clusters Score -6847598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6847629.000000 Penalty: 12918.688477
	Iteration 25Q: 3 clusters Score -6847629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6847642.000000 Penalty: 12918.688477
	Iteration 26Q: 3 clusters Score -6847642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6847655.000000 Penalty: 12918.688477
	Iteration 27Q: 3 clusters Score -6847655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6847684.500000 Penalty: 12918.688477
	Iteration 28Q: 3 clusters Score -6847684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6847676.500000 Penalty: 12918.688477
	Iteration 29Q: 3 clusters Score -6847676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6847688.500000 Penalty: 12918.688477
	Iteration 30Q: 3 clusters Score -6847688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6847684.500000 Penalty: 12918.688477
	Iteration 31Q: 3 clusters Score -6847684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6847702.500000 Penalty: 12918.688477
	Iteration 32Q: 3 clusters Score -6847702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6847714.000000 Penalty: 12918.688477
	Iteration 33Q: 3 clusters Score -6847714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6847715.000000 Penalty: 12918.688477
	Iteration 34Q: 3 clusters Score -6847715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6847712.000000 Penalty: 12918.688477
	Iteration 35Q: 3 clusters Score -6847712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6847716.000000 Penalty: 12918.688477
	Iteration 36Q: 3 clusters Score -6847716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6847709.000000 Penalty: 12918.688477
	Iteration 37Q: 3 clusters Score -6847709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6847712.500000 Penalty: 12918.688477
	Iteration 38Q: 3 clusters Score -6847712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6847708.000000 Penalty: 12918.688477
	Iteration 39Q: 3 clusters Score -6847708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6847717.000000 Penalty: 12918.688477
	Iteration 40F: 3 clusters Score -6847717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6847720.500000 Penalty: 12918.688477
	Iteration 41Q: 3 clusters Score -6847720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -6847722.000000 Penalty: 12918.688477
	Iteration 42Q: 3 clusters Score -6847722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6847721.500000 Penalty: 12918.688477
	Iteration 43Q: 3 clusters Score -6847722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6847714.500000 Penalty: 12918.688477
	Iteration 44Q: 3 clusters Score -6847714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6847717.000000 Penalty: 12918.688477
	Iteration 45Q: 3 clusters Score -6847717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6847723.500000 Penalty: 12918.688477
	Iteration 46Q: 3 clusters Score -6847724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6847730.000000 Penalty: 12918.688477
	Iteration 47Q: 3 clusters Score -6847730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6847729.500000 Penalty: 12918.688477
	Iteration 48Q: 3 clusters Score -6847730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6847738.500000 Penalty: 12918.688477
	Iteration 49Q: 3 clusters Score -6847738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6847744.000000 Penalty: 12918.688477
	Iteration 50Q: 3 clusters Score -6847744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6847741.000000 Penalty: 12918.688477
	Iteration 51Q: 3 clusters Score -6847741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6847736.000000 Penalty: 12918.688477
	Iteration 52Q: 3 clusters Score -6847736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6847739.000000 Penalty: 12918.688477
	Iteration 53Q: 3 clusters Score -6847739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6847737.000000 Penalty: 12918.688477
	Iteration 54Q: 3 clusters Score -6847737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6847736.000000 Penalty: 12918.688477
	Iteration 55Q: 3 clusters Score -6847736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6847735.500000 Penalty: 12918.688477
	Iteration 56Q: 3 clusters Score -6847736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6847739.000000 Penalty: 12918.688477
	Iteration 57Q: 3 clusters Score -6847739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6847735.000000 Penalty: 12918.688477
	Iteration 58Q: 3 clusters Score -6847735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6847736.000000 Penalty: 12918.688477
	Iteration 59Q: 3 clusters Score -6847736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6847735.500000 Penalty: 12918.688477
	Iteration 60F: 3 clusters Score -6847736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Entering Unmasked Estep 
Score: -2903856.750000 Penalty: 5971.152344
	Iteration 0F: 2 clusters Score -2903857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2889171.500000 Penalty: 11942.304688
	Iteration 0F: 3 clusters Score -2889172 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2893015.250000 Penalty: 11942.304688
	Iteration 1F: 3 clusters Score -2893015 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2893669.250000 Penalty: 11942.304688
	Iteration 2F: 3 clusters Score -2893669 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2894162.000000 Penalty: 11942.304688
	Iteration 3F: 3 clusters Score -2894162 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2894602.000000 Penalty: 11942.304688
	Iteration 4Q: 3 clusters Score -2894602 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2895066.500000 Penalty: 11942.304688
	Iteration 5Q: 3 clusters Score -2895066 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2895527.750000 Penalty: 11942.304688
	Iteration 6Q: 3 clusters Score -2895528 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2896015.250000 Penalty: 11942.304688
	Iteration 7Q: 3 clusters Score -2896015 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2896507.000000 Penalty: 11942.304688
	Iteration 8Q: 3 clusters Score -2896507 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2896970.500000 Penalty: 11942.304688
	Iteration 9Q: 3 clusters Score -2896970 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2897438.750000 Penalty: 11942.304688
	Iteration 10Q: 3 clusters Score -2897439 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2897866.250000 Penalty: 11942.304688
	Iteration 11Q: 3 clusters Score -2897866 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2898212.000000 Penalty: 11942.304688
	Iteration 12Q: 3 clusters Score -2898212 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2898513.250000 Penalty: 11942.304688
	Iteration 13Q: 3 clusters Score -2898513 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2898774.750000 Penalty: 11942.304688
	Iteration 14Q: 3 clusters Score -2898775 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2898982.250000 Penalty: 11942.304688
	Iteration 15Q: 3 clusters Score -2898982 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2899157.000000 Penalty: 11942.304688
	Iteration 16Q: 3 clusters Score -2899157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2899296.000000 Penalty: 11942.304688
	Iteration 17Q: 3 clusters Score -2899296 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2899430.000000 Penalty: 11942.304688
	Iteration 18Q: 3 clusters Score -2899430 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2899570.000000 Penalty: 11942.304688
	Iteration 19Q: 3 clusters Score -2899570 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2899715.250000 Penalty: 11942.304688
	Iteration 20F: 3 clusters Score -2899715 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2899842.500000 Penalty: 11942.304688
	Iteration 21Q: 3 clusters Score -2899842 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2899975.500000 Penalty: 11942.304688
	Iteration 22Q: 3 clusters Score -2899976 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2900085.250000 Penalty: 11942.304688
	Iteration 23Q: 3 clusters Score -2900085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2900184.750000 Penalty: 11942.304688
	Iteration 24Q: 3 clusters Score -2900185 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2900263.500000 Penalty: 11942.304688
	Iteration 25Q: 3 clusters Score -2900264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2900340.750000 Penalty: 11942.304688
	Iteration 26Q: 3 clusters Score -2900341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2900416.250000 Penalty: 11942.304688
	Iteration 27Q: 3 clusters Score -2900416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2900461.250000 Penalty: 11942.304688
	Iteration 28Q: 3 clusters Score -2900461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2900502.750000 Penalty: 11942.304688
	Iteration 29Q: 3 clusters Score -2900503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2900539.000000 Penalty: 11942.304688
	Iteration 30Q: 3 clusters Score -2900539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2900561.000000 Penalty: 11942.304688
	Iteration 31Q: 3 clusters Score -2900561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2900581.500000 Penalty: 11942.304688
	Iteration 32Q: 3 clusters Score -2900582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2900610.000000 Penalty: 11942.304688
	Iteration 33Q: 3 clusters Score -2900610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2900613.750000 Penalty: 11942.304688
	Iteration 34Q: 3 clusters Score -2900614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2900622.250000 Penalty: 11942.304688
	Iteration 35Q: 3 clusters Score -2900622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2900631.000000 Penalty: 11942.304688
	Iteration 36Q: 3 clusters Score -2900631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2900638.250000 Penalty: 11942.304688
	Iteration 37Q: 3 clusters Score -2900638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2900641.250000 Penalty: 11942.304688
	Iteration 38Q: 3 clusters Score -2900641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2900642.250000 Penalty: 11942.304688
	Iteration 39Q: 3 clusters Score -2900642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2900649.500000 Penalty: 11942.304688
	Iteration 40F: 3 clusters Score -2900650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2900654.500000 Penalty: 11942.304688
	Iteration 41Q: 3 clusters Score -2900654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2900656.500000 Penalty: 11942.304688
	Iteration 42Q: 3 clusters Score -2900656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2900664.500000 Penalty: 11942.304688
	Iteration 43Q: 3 clusters Score -2900664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2900673.250000 Penalty: 11942.304688
	Iteration 44Q: 3 clusters Score -2900673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2900674.250000 Penalty: 11942.304688
	Iteration 45Q: 3 clusters Score -2900674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2900682.750000 Penalty: 11942.304688
	Iteration 46Q: 3 clusters Score -2900683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2900688.500000 Penalty: 11942.304688
	Iteration 47Q: 3 clusters Score -2900688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2900693.750000 Penalty: 11942.304688
	Iteration 48Q: 3 clusters Score -2900694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2900701.750000 Penalty: 11942.304688
	Iteration 49Q: 3 clusters Score -2900702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2900709.000000 Penalty: 11942.304688
	Iteration 50Q: 3 clusters Score -2900709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2900713.250000 Penalty: 11942.304688
	Iteration 51Q: 3 clusters Score -2900713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2900718.750000 Penalty: 11942.304688
	Iteration 52Q: 3 clusters Score -2900719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2900725.000000 Penalty: 11942.304688
	Iteration 53Q: 3 clusters Score -2900725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2900725.000000 Penalty: 11942.304688
	Iteration 54Q: 3 clusters Score -2900725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2900724.750000 Penalty: 11942.304688
	Iteration 55Q: 3 clusters Score -2900725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2900721.250000 Penalty: 11942.304688
	Iteration 56Q: 3 clusters Score -2900721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2900722.500000 Penalty: 11942.304688
	Iteration 57Q: 3 clusters Score -2900722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2900724.250000 Penalty: 11942.304688
	Iteration 58Q: 3 clusters Score -2900724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2900724.250000 Penalty: 11942.304688
	Iteration 59F: 3 clusters Score -2900724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -192261.562500 Penalty: 4286.027344
	Iteration 0F: 2 clusters Score -192261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188055.828125 Penalty: 8572.054688
	Iteration 0F: 3 clusters Score -188055.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188430.000000 Penalty: 8572.054688
	Iteration 1F: 3 clusters Score -188430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -188525.359375 Penalty: 8572.054688
	Iteration 2Q: 3 clusters Score -188525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188552.046875 Penalty: 8572.054688
	Iteration 3Q: 3 clusters Score -188552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -188574.000000 Penalty: 8572.054688
	Iteration 4Q: 3 clusters Score -188574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -188586.078125 Penalty: 8572.054688
	Iteration 5Q: 3 clusters Score -188586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -188590.203125 Penalty: 8572.054688
	Iteration 6Q: 3 clusters Score -188590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188591.140625 Penalty: 8572.054688
	Iteration 7Q: 3 clusters Score -188591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188595.656250 Penalty: 8572.054688
	Iteration 8Q: 3 clusters Score -188595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188595.656250 Penalty: 8572.054688
	Iteration 9F: 3 clusters Score -188595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Entering Unmasked Estep 
Score: -1989728.125000 Penalty: 5706.631836
	Iteration 0F: 2 clusters Score -1989728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1978906.750000 Penalty: 11413.263672
	Iteration 0F: 3 clusters Score -1978907 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1981776.000000 Penalty: 11413.263672
	Iteration 1F: 3 clusters Score -1981776 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1982696.625000 Penalty: 11413.263672
	Iteration 2F: 3 clusters Score -1982697 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1983149.500000 Penalty: 11413.263672
	Iteration 3F: 3 clusters Score -1983150 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1983466.875000 Penalty: 11413.263672
	Iteration 4Q: 3 clusters Score -1983467 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1983779.000000 Penalty: 11413.263672
	Iteration 5Q: 3 clusters Score -1983779 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1984190.500000 Penalty: 11413.263672
	Iteration 6Q: 3 clusters Score -1984190 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1984860.500000 Penalty: 11413.263672
	Iteration 7F: 3 clusters Score -1984860 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1986151.375000 Penalty: 11413.263672
	Iteration 8F: 3 clusters Score -1986151 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1989434.625000 Penalty: 11413.263672
	Iteration 9F: 3 clusters Score -1989435 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1994925.500000 Penalty: 11413.263672
	Iteration 10F: 3 clusters Score -1994926 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1996546.250000 Penalty: 11413.263672
	Iteration 11F: 3 clusters Score -1996546 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1997314.750000 Penalty: 11413.263672
	Iteration 12Q: 3 clusters Score -1997315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1997747.500000 Penalty: 11413.263672
	Iteration 13Q: 3 clusters Score -1997748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1998069.750000 Penalty: 11413.263672
	Iteration 14Q: 3 clusters Score -1998070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1998301.500000 Penalty: 11413.263672
	Iteration 15Q: 3 clusters Score -1998302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1998424.750000 Penalty: 11413.263672
	Iteration 16Q: 3 clusters Score -1998425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1998487.500000 Penalty: 11413.263672
	Iteration 17Q: 3 clusters Score -1998488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1998511.625000 Penalty: 11413.263672
	Iteration 18Q: 3 clusters Score -1998512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1998512.875000 Penalty: 11413.263672
	Iteration 19Q: 3 clusters Score -1998513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1998514.750000 Penalty: 11413.263672
	Iteration 20F: 3 clusters Score -1998515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85056 members 
Mstep: Class 25 contains 9768 members 
Entering Unmasked Estep 
Score: -226805984.000000 Penalty: 215331.328125
Splitting cluster 8 changes total score from -226801232.000000 to -226805984.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -355686.968750 Penalty: 4812.469727
	Iteration 0F: 2 clusters Score -355687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -351026.875000 Penalty: 9624.939453
	Iteration 0F: 3 clusters Score -351026.9 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -354897.343750 Penalty: 9624.939453
	Iteration 1F: 3 clusters Score -354897.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -356994.312500 Penalty: 9624.939453
	Iteration 2F: 3 clusters Score -356994.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -358566.718750 Penalty: 9624.939453
	Iteration 3F: 3 clusters Score -358566.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -359935.687500 Penalty: 9624.939453
	Iteration 4F: 3 clusters Score -359935.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -362671.343750 Penalty: 9624.939453
	Iteration 5Q: 3 clusters Score -362671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -363026.718750 Penalty: 9624.939453
	Iteration 6Q: 3 clusters Score -363026.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -363132.218750 Penalty: 9624.939453
	Iteration 7Q: 3 clusters Score -363132.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -363190.468750 Penalty: 9624.939453
	Iteration 8Q: 3 clusters Score -363190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -363232.937500 Penalty: 9624.939453
	Iteration 9Q: 3 clusters Score -363232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -363294.031250 Penalty: 9624.939453
	Iteration 10Q: 3 clusters Score -363294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -363348.281250 Penalty: 9624.939453
	Iteration 11Q: 3 clusters Score -363348.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -363380.156250 Penalty: 9624.939453
	Iteration 12Q: 3 clusters Score -363380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -363394.750000 Penalty: 9624.939453
	Iteration 13Q: 3 clusters Score -363394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -363397.250000 Penalty: 9624.939453
	Iteration 14Q: 3 clusters Score -363397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -363405.406250 Penalty: 9624.939453
	Iteration 15Q: 3 clusters Score -363405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -363408.968750 Penalty: 9624.939453
	Iteration 16Q: 3 clusters Score -363409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -363409.843750 Penalty: 9624.939453
	Iteration 17Q: 3 clusters Score -363409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -363415.406250 Penalty: 9624.939453
	Iteration 18F: 3 clusters Score -363415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -363427.562500 Penalty: 9624.939453
	Iteration 19Q: 3 clusters Score -363427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -363435.062500 Penalty: 9624.939453
	Iteration 20F: 3 clusters Score -363435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -363441.781250 Penalty: 9624.939453
	Iteration 21Q: 3 clusters Score -363441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -363441.781250 Penalty: 9624.939453
	Iteration 22F: 3 clusters Score -363441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85056 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 993 members 
Entering Unmasked Estep 
Score: -226808512.000000 Penalty: 223944.578125
Splitting cluster 9 changes total score from -226801232.000000 to -226808512.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -529972.875000 Penalty: 4900.213867
	Iteration 0F: 2 clusters Score -529972.9 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 1464 members 
Entering Unmasked Estep 
Score: -524459.375000 Penalty: 9800.427734
	Iteration 0F: 3 clusters Score -524459.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -526872.062500 Penalty: 9800.427734
	Iteration 1F: 3 clusters Score -526872.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -531086.875000 Penalty: 9800.427734
	Iteration 2F: 3 clusters Score -531086.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -532613.312500 Penalty: 9800.427734
	Iteration 3F: 3 clusters Score -532613.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -533064.625000 Penalty: 9800.427734
	Iteration 4F: 3 clusters Score -533064.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -533187.625000 Penalty: 9800.427734
	Iteration 5Q: 3 clusters Score -533187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -533221.187500 Penalty: 9800.427734
	Iteration 6Q: 3 clusters Score -533221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -533234.500000 Penalty: 9800.427734
	Iteration 7Q: 3 clusters Score -533234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -533237.125000 Penalty: 9800.427734
	Iteration 8Q: 3 clusters Score -533237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -533239.062500 Penalty: 9800.427734
	Iteration 9Q: 3 clusters Score -533239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -533239.062500 Penalty: 9800.427734
	Iteration 10F: 3 clusters Score -533239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85056 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 245 members 
Entering Unmasked Estep 
Score: -226807936.000000 Penalty: 232557.843750
Splitting cluster 10 changes total score from -226801232.000000 to -226807936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (7074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Entering Unmasked Estep 
Score: -1183555.250000 Penalty: 5429.311035
	Iteration 0F: 2 clusters Score -1183555 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 3468 members 
Entering Unmasked Estep 
Score: -1175296.250000 Penalty: 10858.622070
	Iteration 0F: 3 clusters Score -1175296 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1177177.750000 Penalty: 10858.622070
	Iteration 1F: 3 clusters Score -1177178 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1178060.500000 Penalty: 10858.622070
	Iteration 2F: 3 clusters Score -1178060 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1179029.000000 Penalty: 10858.622070
	Iteration 3F: 3 clusters Score -1179029 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1180279.000000 Penalty: 10858.622070
	Iteration 4F: 3 clusters Score -1180279 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1181633.250000 Penalty: 10858.622070
	Iteration 5F: 3 clusters Score -1181633 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1183059.250000 Penalty: 10858.622070
	Iteration 6F: 3 clusters Score -1183059 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1184389.750000 Penalty: 10858.622070
	Iteration 7F: 3 clusters Score -1184390 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1185479.250000 Penalty: 10858.622070
	Iteration 8F: 3 clusters Score -1185479 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1186035.625000 Penalty: 10858.622070
	Iteration 9Q: 3 clusters Score -1186036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1186267.250000 Penalty: 10858.622070
	Iteration 10Q: 3 clusters Score -1186267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1186374.000000 Penalty: 10858.622070
	Iteration 11Q: 3 clusters Score -1186374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1186428.125000 Penalty: 10858.622070
	Iteration 12Q: 3 clusters Score -1186428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1186449.625000 Penalty: 10858.622070
	Iteration 13Q: 3 clusters Score -1186450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1186455.125000 Penalty: 10858.622070
	Iteration 14Q: 3 clusters Score -1186455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1186456.625000 Penalty: 10858.622070
	Iteration 15Q: 3 clusters Score -1186457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1186459.250000 Penalty: 10858.622070
	Iteration 16Q: 3 clusters Score -1186459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1186460.875000 Penalty: 10858.622070
	Iteration 17F: 3 clusters Score -1186461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1186460.875000 Penalty: 10858.622070
	Iteration 18Q: 3 clusters Score -1186461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1186460.625000 Penalty: 10858.622070
	Iteration 19Q: 3 clusters Score -1186461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1186464.000000 Penalty: 10858.622070
	Iteration 20F: 3 clusters Score -1186464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1186464.875000 Penalty: 10858.622070
	Iteration 21Q: 3 clusters Score -1186465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1186469.250000 Penalty: 10858.622070
	Iteration 22Q: 3 clusters Score -1186469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1186468.625000 Penalty: 10858.622070
	Iteration 23Q: 3 clusters Score -1186469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1186468.625000 Penalty: 10858.622070
	Iteration 24F: 3 clusters Score -1186469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85056 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 3776 members 
Entering Unmasked Estep 
Score: -226807728.000000 Penalty: 241171.093750
Splitting cluster 11 changes total score from -226801232.000000 to -226807728.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -1362774.375000 Penalty: 5494.000000
	Iteration 0F: 2 clusters Score -1362774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1353867.500000 Penalty: 10988.000000
	Iteration 0F: 3 clusters Score -1353868 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1355562.750000 Penalty: 10988.000000
	Iteration 1F: 3 clusters Score -1355563 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1355984.875000 Penalty: 10988.000000
	Iteration 2F: 3 clusters Score -1355985 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1356227.250000 Penalty: 10988.000000
	Iteration 3Q: 3 clusters Score -1356227 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1356380.875000 Penalty: 10988.000000
	Iteration 4Q: 3 clusters Score -1356381 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1356483.250000 Penalty: 10988.000000
	Iteration 5Q: 3 clusters Score -1356483 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1356564.875000 Penalty: 10988.000000
	Iteration 6Q: 3 clusters Score -1356565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1356621.000000 Penalty: 10988.000000
	Iteration 7Q: 3 clusters Score -1356621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1356668.625000 Penalty: 10988.000000
	Iteration 8Q: 3 clusters Score -1356669 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1356714.500000 Penalty: 10988.000000
	Iteration 9Q: 3 clusters Score -1356714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1356754.500000 Penalty: 10988.000000
	Iteration 10Q: 3 clusters Score -1356754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1356800.000000 Penalty: 10988.000000
	Iteration 11Q: 3 clusters Score -1356800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1356847.125000 Penalty: 10988.000000
	Iteration 12Q: 3 clusters Score -1356847 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1356891.250000 Penalty: 10988.000000
	Iteration 13Q: 3 clusters Score -1356891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1356930.375000 Penalty: 10988.000000
	Iteration 14Q: 3 clusters Score -1356930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1356963.125000 Penalty: 10988.000000
	Iteration 15Q: 3 clusters Score -1356963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1356997.500000 Penalty: 10988.000000
	Iteration 16Q: 3 clusters Score -1356998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1357031.875000 Penalty: 10988.000000
	Iteration 17Q: 3 clusters Score -1357032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1357055.500000 Penalty: 10988.000000
	Iteration 18Q: 3 clusters Score -1357056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1357075.125000 Penalty: 10988.000000
	Iteration 19Q: 3 clusters Score -1357075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1357095.750000 Penalty: 10988.000000
	Iteration 20F: 3 clusters Score -1357096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1357122.125000 Penalty: 10988.000000
	Iteration 21Q: 3 clusters Score -1357122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1357145.625000 Penalty: 10988.000000
	Iteration 22Q: 3 clusters Score -1357146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1357166.750000 Penalty: 10988.000000
	Iteration 23Q: 3 clusters Score -1357167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1357185.375000 Penalty: 10988.000000
	Iteration 24Q: 3 clusters Score -1357185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1357216.500000 Penalty: 10988.000000
	Iteration 25Q: 3 clusters Score -1357216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1357235.000000 Penalty: 10988.000000
	Iteration 26Q: 3 clusters Score -1357235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1357257.500000 Penalty: 10988.000000
	Iteration 27Q: 3 clusters Score -1357258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1357275.125000 Penalty: 10988.000000
	Iteration 28Q: 3 clusters Score -1357275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1357294.500000 Penalty: 10988.000000
	Iteration 29Q: 3 clusters Score -1357294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1357318.875000 Penalty: 10988.000000
	Iteration 30Q: 3 clusters Score -1357319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1357329.750000 Penalty: 10988.000000
	Iteration 31Q: 3 clusters Score -1357330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1357344.625000 Penalty: 10988.000000
	Iteration 32Q: 3 clusters Score -1357345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1357351.125000 Penalty: 10988.000000
	Iteration 33Q: 3 clusters Score -1357351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1357362.375000 Penalty: 10988.000000
	Iteration 34Q: 3 clusters Score -1357362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1357372.500000 Penalty: 10988.000000
	Iteration 35Q: 3 clusters Score -1357372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1357391.500000 Penalty: 10988.000000
	Iteration 36Q: 3 clusters Score -1357392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1357408.625000 Penalty: 10988.000000
	Iteration 37Q: 3 clusters Score -1357409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1357424.375000 Penalty: 10988.000000
	Iteration 38Q: 3 clusters Score -1357424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1357435.250000 Penalty: 10988.000000
	Iteration 39Q: 3 clusters Score -1357435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1357449.875000 Penalty: 10988.000000
	Iteration 40F: 3 clusters Score -1357450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1357459.000000 Penalty: 10988.000000
	Iteration 41Q: 3 clusters Score -1357459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1357478.500000 Penalty: 10988.000000
	Iteration 42Q: 3 clusters Score -1357478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1357495.500000 Penalty: 10988.000000
	Iteration 43Q: 3 clusters Score -1357496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1357515.375000 Penalty: 10988.000000
	Iteration 44Q: 3 clusters Score -1357515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1357528.875000 Penalty: 10988.000000
	Iteration 45Q: 3 clusters Score -1357529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1357537.250000 Penalty: 10988.000000
	Iteration 46Q: 3 clusters Score -1357537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1357543.000000 Penalty: 10988.000000
	Iteration 47Q: 3 clusters Score -1357543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1357554.000000 Penalty: 10988.000000
	Iteration 48Q: 3 clusters Score -1357554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1357557.000000 Penalty: 10988.000000
	Iteration 49Q: 3 clusters Score -1357557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1357560.625000 Penalty: 10988.000000
	Iteration 50Q: 3 clusters Score -1357561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1357567.250000 Penalty: 10988.000000
	Iteration 51Q: 3 clusters Score -1357567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1357574.250000 Penalty: 10988.000000
	Iteration 52Q: 3 clusters Score -1357574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1357578.750000 Penalty: 10988.000000
	Iteration 53Q: 3 clusters Score -1357579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1357580.500000 Penalty: 10988.000000
	Iteration 54Q: 3 clusters Score -1357580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1357586.625000 Penalty: 10988.000000
	Iteration 55Q: 3 clusters Score -1357587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1357594.625000 Penalty: 10988.000000
	Iteration 56Q: 3 clusters Score -1357595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1357604.875000 Penalty: 10988.000000
	Iteration 57Q: 3 clusters Score -1357605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1357613.625000 Penalty: 10988.000000
	Iteration 58Q: 3 clusters Score -1357614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1357623.375000 Penalty: 10988.000000
	Iteration 59Q: 3 clusters Score -1357623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1357632.000000 Penalty: 10988.000000
	Iteration 60F: 3 clusters Score -1357632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1357642.750000 Penalty: 10988.000000
	Iteration 61Q: 3 clusters Score -1357643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1357645.500000 Penalty: 10988.000000
	Iteration 62Q: 3 clusters Score -1357646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1357653.250000 Penalty: 10988.000000
	Iteration 63Q: 3 clusters Score -1357653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1357664.625000 Penalty: 10988.000000
	Iteration 64Q: 3 clusters Score -1357665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1357675.625000 Penalty: 10988.000000
	Iteration 65Q: 3 clusters Score -1357676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1357683.500000 Penalty: 10988.000000
	Iteration 66Q: 3 clusters Score -1357684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1357699.750000 Penalty: 10988.000000
	Iteration 67Q: 3 clusters Score -1357700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1357705.000000 Penalty: 10988.000000
	Iteration 68Q: 3 clusters Score -1357705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1357716.125000 Penalty: 10988.000000
	Iteration 69Q: 3 clusters Score -1357716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1357731.625000 Penalty: 10988.000000
	Iteration 70Q: 3 clusters Score -1357732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1357748.375000 Penalty: 10988.000000
	Iteration 71Q: 3 clusters Score -1357748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1357771.750000 Penalty: 10988.000000
	Iteration 72Q: 3 clusters Score -1357772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1357788.500000 Penalty: 10988.000000
	Iteration 73Q: 3 clusters Score -1357788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1357811.875000 Penalty: 10988.000000
	Iteration 74Q: 3 clusters Score -1357812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1357833.875000 Penalty: 10988.000000
	Iteration 75Q: 3 clusters Score -1357834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1357849.750000 Penalty: 10988.000000
	Iteration 76Q: 3 clusters Score -1357850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1357861.250000 Penalty: 10988.000000
	Iteration 77Q: 3 clusters Score -1357861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1357875.625000 Penalty: 10988.000000
	Iteration 78Q: 3 clusters Score -1357876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1357887.125000 Penalty: 10988.000000
	Iteration 79Q: 3 clusters Score -1357887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1357900.250000 Penalty: 10988.000000
	Iteration 80F: 3 clusters Score -1357900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1357923.000000 Penalty: 10988.000000
	Iteration 81Q: 3 clusters Score -1357923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1357931.750000 Penalty: 10988.000000
	Iteration 82Q: 3 clusters Score -1357932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1357947.250000 Penalty: 10988.000000
	Iteration 83Q: 3 clusters Score -1357947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1357966.125000 Penalty: 10988.000000
	Iteration 84Q: 3 clusters Score -1357966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1357986.500000 Penalty: 10988.000000
	Iteration 85Q: 3 clusters Score -1357986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1358007.875000 Penalty: 10988.000000
	Iteration 86Q: 3 clusters Score -1358008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1358028.125000 Penalty: 10988.000000
	Iteration 87Q: 3 clusters Score -1358028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1358051.625000 Penalty: 10988.000000
	Iteration 88Q: 3 clusters Score -1358052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1358070.500000 Penalty: 10988.000000
	Iteration 89Q: 3 clusters Score -1358070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1358095.875000 Penalty: 10988.000000
	Iteration 90Q: 3 clusters Score -1358096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1358117.750000 Penalty: 10988.000000
	Iteration 91Q: 3 clusters Score -1358118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1358145.625000 Penalty: 10988.000000
	Iteration 92Q: 3 clusters Score -1358146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1358180.375000 Penalty: 10988.000000
	Iteration 93Q: 3 clusters Score -1358180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1358214.125000 Penalty: 10988.000000
	Iteration 94Q: 3 clusters Score -1358214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1358249.500000 Penalty: 10988.000000
	Iteration 95Q: 3 clusters Score -1358250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1358274.125000 Penalty: 10988.000000
	Iteration 96Q: 3 clusters Score -1358274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1358311.750000 Penalty: 10988.000000
	Iteration 97Q: 3 clusters Score -1358312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1358342.875000 Penalty: 10988.000000
	Iteration 98Q: 3 clusters Score -1358343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1358371.875000 Penalty: 10988.000000
	Iteration 99Q: 3 clusters Score -1358372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1358395.750000 Penalty: 10988.000000
	Iteration 100F: 3 clusters Score -1358396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1358419.250000 Penalty: 10988.000000
	Iteration 101Q: 3 clusters Score -1358419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1358441.625000 Penalty: 10988.000000
	Iteration 102Q: 3 clusters Score -1358442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1358460.500000 Penalty: 10988.000000
	Iteration 103Q: 3 clusters Score -1358460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1358473.875000 Penalty: 10988.000000
	Iteration 104Q: 3 clusters Score -1358474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1358485.500000 Penalty: 10988.000000
	Iteration 105Q: 3 clusters Score -1358486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1358492.250000 Penalty: 10988.000000
	Iteration 106Q: 3 clusters Score -1358492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1358500.750000 Penalty: 10988.000000
	Iteration 107Q: 3 clusters Score -1358501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1358509.000000 Penalty: 10988.000000
	Iteration 108Q: 3 clusters Score -1358509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1358515.875000 Penalty: 10988.000000
	Iteration 109Q: 3 clusters Score -1358516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1358523.500000 Penalty: 10988.000000
	Iteration 110Q: 3 clusters Score -1358524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1358526.500000 Penalty: 10988.000000
	Iteration 111Q: 3 clusters Score -1358526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1358528.375000 Penalty: 10988.000000
	Iteration 112Q: 3 clusters Score -1358528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1358529.625000 Penalty: 10988.000000
	Iteration 113Q: 3 clusters Score -1358530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1358538.500000 Penalty: 10988.000000
	Iteration 114Q: 3 clusters Score -1358538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1358542.625000 Penalty: 10988.000000
	Iteration 115Q: 3 clusters Score -1358543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1358542.500000 Penalty: 10988.000000
	Iteration 116Q: 3 clusters Score -1358542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1358541.250000 Penalty: 10988.000000
	Iteration 117Q: 3 clusters Score -1358541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1358541.250000 Penalty: 10988.000000
	Iteration 118F: 3 clusters Score -1358541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Entering Unmasked Estep 
Score: -7108103.500000 Penalty: 6491.555664
	Iteration 0F: 2 clusters Score -7108104 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 19956 members 
Entering Unmasked Estep 
Score: -7078761.500000 Penalty: 12983.111328
	Iteration 0F: 3 clusters Score -7078762 nChanged 17401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -7088212.500000 Penalty: 12983.111328
	Iteration 1F: 3 clusters Score -7088212 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -7089046.000000 Penalty: 12983.111328
	Iteration 2F: 3 clusters Score -7089046 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -7089745.500000 Penalty: 12983.111328
	Iteration 3Q: 3 clusters Score -7089746 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -7090469.500000 Penalty: 12983.111328
	Iteration 4Q: 3 clusters Score -7090470 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -7091238.000000 Penalty: 12983.111328
	Iteration 5Q: 3 clusters Score -7091238 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -7092149.000000 Penalty: 12983.111328
	Iteration 6Q: 3 clusters Score -7092149 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -7093149.000000 Penalty: 12983.111328
	Iteration 7Q: 3 clusters Score -7093149 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -7094382.500000 Penalty: 12983.111328
	Iteration 8Q: 3 clusters Score -7094382 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7095711.500000 Penalty: 12983.111328
	Iteration 9F: 3 clusters Score -7095712 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -7097081.500000 Penalty: 12983.111328
	Iteration 10F: 3 clusters Score -7097082 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -7098406.500000 Penalty: 12983.111328
	Iteration 11F: 3 clusters Score -7098406 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7099483.000000 Penalty: 12983.111328
	Iteration 12Q: 3 clusters Score -7099483 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -7100309.000000 Penalty: 12983.111328
	Iteration 13Q: 3 clusters Score -7100309 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -7100897.000000 Penalty: 12983.111328
	Iteration 14Q: 3 clusters Score -7100897 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -7101282.500000 Penalty: 12983.111328
	Iteration 15Q: 3 clusters Score -7101282 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -7101460.500000 Penalty: 12983.111328
	Iteration 16Q: 3 clusters Score -7101460 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -7101603.000000 Penalty: 12983.111328
	Iteration 17Q: 3 clusters Score -7101603 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -7101681.000000 Penalty: 12983.111328
	Iteration 18Q: 3 clusters Score -7101681 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -7101752.500000 Penalty: 12983.111328
	Iteration 19Q: 3 clusters Score -7101752 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -7101771.000000 Penalty: 12983.111328
	Iteration 20F: 3 clusters Score -7101771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -7101783.500000 Penalty: 12983.111328
	Iteration 21Q: 3 clusters Score -7101784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -7101781.000000 Penalty: 12983.111328
	Iteration 22Q: 3 clusters Score -7101781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -7101802.500000 Penalty: 12983.111328
	Iteration 23Q: 3 clusters Score -7101802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -7101835.500000 Penalty: 12983.111328
	Iteration 24Q: 3 clusters Score -7101836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -7101846.500000 Penalty: 12983.111328
	Iteration 25Q: 3 clusters Score -7101846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -7101840.000000 Penalty: 12983.111328
	Iteration 26Q: 3 clusters Score -7101840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7101846.000000 Penalty: 12983.111328
	Iteration 27Q: 3 clusters Score -7101846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -7101858.000000 Penalty: 12983.111328
	Iteration 28Q: 3 clusters Score -7101858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7101856.500000 Penalty: 12983.111328
	Iteration 29Q: 3 clusters Score -7101856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -7101847.000000 Penalty: 12983.111328
	Iteration 30Q: 3 clusters Score -7101847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -7101860.000000 Penalty: 12983.111328
	Iteration 31Q: 3 clusters Score -7101860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -7101871.000000 Penalty: 12983.111328
	Iteration 32Q: 3 clusters Score -7101871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -7101855.000000 Penalty: 12983.111328
	Iteration 33Q: 3 clusters Score -7101855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -7101853.500000 Penalty: 12983.111328
	Iteration 34Q: 3 clusters Score -7101854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7101847.500000 Penalty: 12983.111328
	Iteration 35Q: 3 clusters Score -7101848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -7101867.500000 Penalty: 12983.111328
	Iteration 36Q: 3 clusters Score -7101868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -7101880.500000 Penalty: 12983.111328
	Iteration 37Q: 3 clusters Score -7101880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7101878.000000 Penalty: 12983.111328
	Iteration 38Q: 3 clusters Score -7101878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -7101889.500000 Penalty: 12983.111328
	Iteration 39Q: 3 clusters Score -7101890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -7101883.000000 Penalty: 12983.111328
	Iteration 40F: 3 clusters Score -7101883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -7101866.000000 Penalty: 12983.111328
	Iteration 41Q: 3 clusters Score -7101866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7101880.500000 Penalty: 12983.111328
	Iteration 42Q: 3 clusters Score -7101880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -7101874.500000 Penalty: 12983.111328
	Iteration 43Q: 3 clusters Score -7101874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -7101866.500000 Penalty: 12983.111328
	Iteration 44Q: 3 clusters Score -7101866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -7101860.000000 Penalty: 12983.111328
	Iteration 45Q: 3 clusters Score -7101860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7101859.500000 Penalty: 12983.111328
	Iteration 46Q: 3 clusters Score -7101860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -7101848.500000 Penalty: 12983.111328
	Iteration 47Q: 3 clusters Score -7101848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -7101869.500000 Penalty: 12983.111328
	Iteration 48Q: 3 clusters Score -7101870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7101860.500000 Penalty: 12983.111328
	Iteration 49Q: 3 clusters Score -7101860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7101859.000000 Penalty: 12983.111328
	Iteration 50Q: 3 clusters Score -7101859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -7101866.000000 Penalty: 12983.111328
	Iteration 51Q: 3 clusters Score -7101866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7101864.000000 Penalty: 12983.111328
	Iteration 52Q: 3 clusters Score -7101864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -7101876.000000 Penalty: 12983.111328
	Iteration 53Q: 3 clusters Score -7101876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7101859.500000 Penalty: 12983.111328
	Iteration 54Q: 3 clusters Score -7101860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -7101864.000000 Penalty: 12983.111328
	Iteration 55Q: 3 clusters Score -7101864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -7101859.500000 Penalty: 12983.111328
	Iteration 56Q: 3 clusters Score -7101860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -7101862.000000 Penalty: 12983.111328
	Iteration 57Q: 3 clusters Score -7101862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -7101856.000000 Penalty: 12983.111328
	Iteration 58Q: 3 clusters Score -7101856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -7101852.500000 Penalty: 12983.111328
	Iteration 59Q: 3 clusters Score -7101852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -7101860.500000 Penalty: 12983.111328
	Iteration 60F: 3 clusters Score -7101860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -7101870.500000 Penalty: 12983.111328
	Iteration 61Q: 3 clusters Score -7101870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -7101873.000000 Penalty: 12983.111328
	Iteration 62Q: 3 clusters Score -7101873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -7101870.500000 Penalty: 12983.111328
	Iteration 63Q: 3 clusters Score -7101870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -7101873.500000 Penalty: 12983.111328
	Iteration 64Q: 3 clusters Score -7101874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -7101873.000000 Penalty: 12983.111328
	Iteration 65Q: 3 clusters Score -7101873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -7101874.000000 Penalty: 12983.111328
	Iteration 66Q: 3 clusters Score -7101874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7101880.000000 Penalty: 12983.111328
	Iteration 67Q: 3 clusters Score -7101880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7101883.000000 Penalty: 12983.111328
	Iteration 68Q: 3 clusters Score -7101883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -7101876.500000 Penalty: 12983.111328
	Iteration 69Q: 3 clusters Score -7101876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -7101876.500000 Penalty: 12983.111328
	Iteration 70F: 3 clusters Score -7101876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -2792045.750000 Penalty: 5911.973633
	Iteration 0F: 2 clusters Score -2792046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2778320.000000 Penalty: 11823.947266
	Iteration 0F: 3 clusters Score -2778320 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2781869.000000 Penalty: 11823.947266
	Iteration 1F: 3 clusters Score -2781869 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2782707.250000 Penalty: 11823.947266
	Iteration 2F: 3 clusters Score -2782707 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2783403.250000 Penalty: 11823.947266
	Iteration 3F: 3 clusters Score -2783403 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2783910.000000 Penalty: 11823.947266
	Iteration 4Q: 3 clusters Score -2783910 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2784302.250000 Penalty: 11823.947266
	Iteration 5Q: 3 clusters Score -2784302 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2784681.750000 Penalty: 11823.947266
	Iteration 6Q: 3 clusters Score -2784682 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2784994.500000 Penalty: 11823.947266
	Iteration 7Q: 3 clusters Score -2784994 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2785275.500000 Penalty: 11823.947266
	Iteration 8Q: 3 clusters Score -2785276 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2785491.750000 Penalty: 11823.947266
	Iteration 9Q: 3 clusters Score -2785492 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2785691.500000 Penalty: 11823.947266
	Iteration 10Q: 3 clusters Score -2785692 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2785889.500000 Penalty: 11823.947266
	Iteration 11Q: 3 clusters Score -2785890 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2786071.750000 Penalty: 11823.947266
	Iteration 12Q: 3 clusters Score -2786072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2786246.500000 Penalty: 11823.947266
	Iteration 13Q: 3 clusters Score -2786246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2786411.500000 Penalty: 11823.947266
	Iteration 14Q: 3 clusters Score -2786412 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2786532.750000 Penalty: 11823.947266
	Iteration 15Q: 3 clusters Score -2786533 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2786653.000000 Penalty: 11823.947266
	Iteration 16Q: 3 clusters Score -2786653 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2786754.750000 Penalty: 11823.947266
	Iteration 17Q: 3 clusters Score -2786755 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2786837.250000 Penalty: 11823.947266
	Iteration 18Q: 3 clusters Score -2786837 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2786910.000000 Penalty: 11823.947266
	Iteration 19Q: 3 clusters Score -2786910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2786968.750000 Penalty: 11823.947266
	Iteration 20F: 3 clusters Score -2786969 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2787008.750000 Penalty: 11823.947266
	Iteration 21Q: 3 clusters Score -2787009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2787045.250000 Penalty: 11823.947266
	Iteration 22Q: 3 clusters Score -2787045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2787081.500000 Penalty: 11823.947266
	Iteration 23Q: 3 clusters Score -2787082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2787112.750000 Penalty: 11823.947266
	Iteration 24Q: 3 clusters Score -2787113 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2787121.750000 Penalty: 11823.947266
	Iteration 25Q: 3 clusters Score -2787122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2787142.500000 Penalty: 11823.947266
	Iteration 26Q: 3 clusters Score -2787142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2787164.750000 Penalty: 11823.947266
	Iteration 27Q: 3 clusters Score -2787165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2787171.250000 Penalty: 11823.947266
	Iteration 28Q: 3 clusters Score -2787171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2787182.250000 Penalty: 11823.947266
	Iteration 29Q: 3 clusters Score -2787182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2787182.000000 Penalty: 11823.947266
	Iteration 30Q: 3 clusters Score -2787182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2787196.500000 Penalty: 11823.947266
	Iteration 31Q: 3 clusters Score -2787196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2787197.250000 Penalty: 11823.947266
	Iteration 32Q: 3 clusters Score -2787197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2787205.250000 Penalty: 11823.947266
	Iteration 33Q: 3 clusters Score -2787205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2787203.250000 Penalty: 11823.947266
	Iteration 34Q: 3 clusters Score -2787203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2787208.750000 Penalty: 11823.947266
	Iteration 35Q: 3 clusters Score -2787209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2787219.250000 Penalty: 11823.947266
	Iteration 36Q: 3 clusters Score -2787219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2787221.000000 Penalty: 11823.947266
	Iteration 37Q: 3 clusters Score -2787221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2787225.500000 Penalty: 11823.947266
	Iteration 38Q: 3 clusters Score -2787226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2787227.000000 Penalty: 11823.947266
	Iteration 39Q: 3 clusters Score -2787227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2787224.000000 Penalty: 11823.947266
	Iteration 40F: 3 clusters Score -2787224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2787237.250000 Penalty: 11823.947266
	Iteration 41Q: 3 clusters Score -2787237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2787248.500000 Penalty: 11823.947266
	Iteration 42Q: 3 clusters Score -2787248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2787247.250000 Penalty: 11823.947266
	Iteration 43Q: 3 clusters Score -2787247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2787255.000000 Penalty: 11823.947266
	Iteration 44Q: 3 clusters Score -2787255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2787261.000000 Penalty: 11823.947266
	Iteration 45Q: 3 clusters Score -2787261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2787259.000000 Penalty: 11823.947266
	Iteration 46Q: 3 clusters Score -2787259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2787271.500000 Penalty: 11823.947266
	Iteration 47Q: 3 clusters Score -2787272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2787275.750000 Penalty: 11823.947266
	Iteration 48Q: 3 clusters Score -2787276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2787278.250000 Penalty: 11823.947266
	Iteration 49Q: 3 clusters Score -2787278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2787286.500000 Penalty: 11823.947266
	Iteration 50Q: 3 clusters Score -2787286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2787290.000000 Penalty: 11823.947266
	Iteration 51Q: 3 clusters Score -2787290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2787291.250000 Penalty: 11823.947266
	Iteration 52Q: 3 clusters Score -2787291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2787298.500000 Penalty: 11823.947266
	Iteration 53Q: 3 clusters Score -2787298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2787303.750000 Penalty: 11823.947266
	Iteration 54Q: 3 clusters Score -2787304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2787307.500000 Penalty: 11823.947266
	Iteration 55Q: 3 clusters Score -2787308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2787308.500000 Penalty: 11823.947266
	Iteration 56Q: 3 clusters Score -2787308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2787315.000000 Penalty: 11823.947266
	Iteration 57Q: 3 clusters Score -2787315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2787314.000000 Penalty: 11823.947266
	Iteration 58Q: 3 clusters Score -2787314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2787313.250000 Penalty: 11823.947266
	Iteration 59Q: 3 clusters Score -2787313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2787318.250000 Penalty: 11823.947266
	Iteration 60F: 3 clusters Score -2787318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2787321.500000 Penalty: 11823.947266
	Iteration 61Q: 3 clusters Score -2787322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2787321.250000 Penalty: 11823.947266
	Iteration 62Q: 3 clusters Score -2787321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2787319.250000 Penalty: 11823.947266
	Iteration 63Q: 3 clusters Score -2787319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2787319.750000 Penalty: 11823.947266
	Iteration 64Q: 3 clusters Score -2787320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2787317.250000 Penalty: 11823.947266
	Iteration 65Q: 3 clusters Score -2787317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2787327.250000 Penalty: 11823.947266
	Iteration 66Q: 3 clusters Score -2787327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2787334.250000 Penalty: 11823.947266
	Iteration 67Q: 3 clusters Score -2787334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2787339.000000 Penalty: 11823.947266
	Iteration 68Q: 3 clusters Score -2787339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2787339.500000 Penalty: 11823.947266
	Iteration 69Q: 3 clusters Score -2787340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2787344.250000 Penalty: 11823.947266
	Iteration 70Q: 3 clusters Score -2787344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2787347.750000 Penalty: 11823.947266
	Iteration 71Q: 3 clusters Score -2787348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2787347.250000 Penalty: 11823.947266
	Iteration 72Q: 3 clusters Score -2787347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2787345.750000 Penalty: 11823.947266
	Iteration 73Q: 3 clusters Score -2787346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2787348.250000 Penalty: 11823.947266
	Iteration 74Q: 3 clusters Score -2787348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2787346.250000 Penalty: 11823.947266
	Iteration 75Q: 3 clusters Score -2787346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2787348.500000 Penalty: 11823.947266
	Iteration 76Q: 3 clusters Score -2787348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2787360.500000 Penalty: 11823.947266
	Iteration 77Q: 3 clusters Score -2787360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2787362.750000 Penalty: 11823.947266
	Iteration 78Q: 3 clusters Score -2787363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2787367.250000 Penalty: 11823.947266
	Iteration 79Q: 3 clusters Score -2787367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2787365.000000 Penalty: 11823.947266
	Iteration 80F: 3 clusters Score -2787365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2787366.750000 Penalty: 11823.947266
	Iteration 81Q: 3 clusters Score -2787367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2787369.500000 Penalty: 11823.947266
	Iteration 82Q: 3 clusters Score -2787370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2787373.250000 Penalty: 11823.947266
	Iteration 83Q: 3 clusters Score -2787373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2787373.250000 Penalty: 11823.947266
	Iteration 84Q: 3 clusters Score -2787373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2787373.000000 Penalty: 11823.947266
	Iteration 85Q: 3 clusters Score -2787373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2787379.250000 Penalty: 11823.947266
	Iteration 86Q: 3 clusters Score -2787379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2787376.000000 Penalty: 11823.947266
	Iteration 87Q: 3 clusters Score -2787376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2787378.000000 Penalty: 11823.947266
	Iteration 88Q: 3 clusters Score -2787378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2787382.500000 Penalty: 11823.947266
	Iteration 89Q: 3 clusters Score -2787382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2787384.750000 Penalty: 11823.947266
	Iteration 90Q: 3 clusters Score -2787385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2787383.750000 Penalty: 11823.947266
	Iteration 91Q: 3 clusters Score -2787384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2787390.500000 Penalty: 11823.947266
	Iteration 92Q: 3 clusters Score -2787390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2787391.000000 Penalty: 11823.947266
	Iteration 93Q: 3 clusters Score -2787391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2787391.000000 Penalty: 11823.947266
	Iteration 94F: 3 clusters Score -2787391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Entering Unmasked Estep 
Score: -14939642.000000 Penalty: 6937.931152
	Iteration 0F: 2 clusters Score -1.493964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -14882404.000000 Penalty: 13875.862305
	Iteration 0F: 3 clusters Score -1.48824e+07 nChanged 37771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -14902859.000000 Penalty: 13875.862305
	Iteration 1F: 3 clusters Score -1.490286e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -14904151.000000 Penalty: 13875.862305
	Iteration 2Q: 3 clusters Score -1.490415e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -14905424.000000 Penalty: 13875.862305
	Iteration 3Q: 3 clusters Score -1.490542e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -14906857.000000 Penalty: 13875.862305
	Iteration 4Q: 3 clusters Score -1.490686e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -14908392.000000 Penalty: 13875.862305
	Iteration 5Q: 3 clusters Score -1.490839e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -14909679.000000 Penalty: 13875.862305
	Iteration 6Q: 3 clusters Score -1.490968e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -14910813.000000 Penalty: 13875.862305
	Iteration 7Q: 3 clusters Score -1.491081e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -14911727.000000 Penalty: 13875.862305
	Iteration 8Q: 3 clusters Score -1.491173e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -14912715.000000 Penalty: 13875.862305
	Iteration 9Q: 3 clusters Score -1.491272e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -14913842.000000 Penalty: 13875.862305
	Iteration 10Q: 3 clusters Score -1.491384e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -14915092.000000 Penalty: 13875.862305
	Iteration 11Q: 3 clusters Score -1.491509e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -14916593.000000 Penalty: 13875.862305
	Iteration 12Q: 3 clusters Score -1.491659e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -14918502.000000 Penalty: 13875.862305
	Iteration 13Q: 3 clusters Score -1.49185e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -14920844.000000 Penalty: 13875.862305
	Iteration 14Q: 3 clusters Score -1.492084e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -14923784.000000 Penalty: 13875.862305
	Iteration 15F: 3 clusters Score -1.492378e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -14926777.000000 Penalty: 13875.862305
	Iteration 16Q: 3 clusters Score -1.492678e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -14929338.000000 Penalty: 13875.862305
	Iteration 17Q: 3 clusters Score -1.492934e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -14931104.000000 Penalty: 13875.862305
	Iteration 18Q: 3 clusters Score -1.49311e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -14932033.000000 Penalty: 13875.862305
	Iteration 19Q: 3 clusters Score -1.493203e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -14932585.000000 Penalty: 13875.862305
	Iteration 20F: 3 clusters Score -1.493258e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -14932889.000000 Penalty: 13875.862305
	Iteration 21Q: 3 clusters Score -1.493289e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -14933093.000000 Penalty: 13875.862305
	Iteration 22Q: 3 clusters Score -1.493309e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -14933244.000000 Penalty: 13875.862305
	Iteration 23Q: 3 clusters Score -1.493324e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -14933333.000000 Penalty: 13875.862305
	Iteration 24Q: 3 clusters Score -1.493333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -14933364.000000 Penalty: 13875.862305
	Iteration 25Q: 3 clusters Score -1.493336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -14933403.000000 Penalty: 13875.862305
	Iteration 26Q: 3 clusters Score -1.49334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -14933449.000000 Penalty: 13875.862305
	Iteration 27Q: 3 clusters Score -1.493345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -14933469.000000 Penalty: 13875.862305
	Iteration 28Q: 3 clusters Score -1.493347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -14933507.000000 Penalty: 13875.862305
	Iteration 29Q: 3 clusters Score -1.493351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -14933509.000000 Penalty: 13875.862305
	Iteration 30Q: 3 clusters Score -1.493351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -14933537.000000 Penalty: 13875.862305
	Iteration 31Q: 3 clusters Score -1.493354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -14933560.000000 Penalty: 13875.862305
	Iteration 32Q: 3 clusters Score -1.493356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -14933563.000000 Penalty: 13875.862305
	Iteration 33Q: 3 clusters Score -1.493356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -14933572.000000 Penalty: 13875.862305
	Iteration 34Q: 3 clusters Score -1.493357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -14933586.000000 Penalty: 13875.862305
	Iteration 35Q: 3 clusters Score -1.493359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -14933604.000000 Penalty: 13875.862305
	Iteration 36Q: 3 clusters Score -1.49336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -14933605.000000 Penalty: 13875.862305
	Iteration 37Q: 3 clusters Score -1.49336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -14933600.000000 Penalty: 13875.862305
	Iteration 38Q: 3 clusters Score -1.49336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -14933595.000000 Penalty: 13875.862305
	Iteration 39Q: 3 clusters Score -1.49336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -14933600.000000 Penalty: 13875.862305
	Iteration 40F: 3 clusters Score -1.49336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -14933594.000000 Penalty: 13875.862305
	Iteration 41Q: 3 clusters Score -1.493359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -14933594.000000 Penalty: 13875.862305
	Iteration 42F: 3 clusters Score -1.493359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Entering Unmasked Estep 
Score: -13190721.000000 Penalty: 6866.809570
	Iteration 0F: 2 clusters Score -1.319072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -13139292.000000 Penalty: 13733.619141
	Iteration 0F: 3 clusters Score -1.313929e+07 nChanged 33370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -13157022.000000 Penalty: 13733.619141
	Iteration 1F: 3 clusters Score -1.315702e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -13157969.000000 Penalty: 13733.619141
	Iteration 2Q: 3 clusters Score -1.315797e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -13158731.000000 Penalty: 13733.619141
	Iteration 3Q: 3 clusters Score -1.315873e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -13159425.000000 Penalty: 13733.619141
	Iteration 4Q: 3 clusters Score -1.315942e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -13160026.000000 Penalty: 13733.619141
	Iteration 5Q: 3 clusters Score -1.316003e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -13160681.000000 Penalty: 13733.619141
	Iteration 6Q: 3 clusters Score -1.316068e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -13161474.000000 Penalty: 13733.619141
	Iteration 7Q: 3 clusters Score -1.316147e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -13162582.000000 Penalty: 13733.619141
	Iteration 8Q: 3 clusters Score -1.316258e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -13164044.000000 Penalty: 13733.619141
	Iteration 9Q: 3 clusters Score -1.316404e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -13166179.000000 Penalty: 13733.619141
	Iteration 10F: 3 clusters Score -1.316618e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -13168916.000000 Penalty: 13733.619141
	Iteration 11F: 3 clusters Score -1.316892e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -13172036.000000 Penalty: 13733.619141
	Iteration 12F: 3 clusters Score -1.317204e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -13175493.000000 Penalty: 13733.619141
	Iteration 13F: 3 clusters Score -1.317549e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -13178584.000000 Penalty: 13733.619141
	Iteration 14Q: 3 clusters Score -1.317858e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -13181084.000000 Penalty: 13733.619141
	Iteration 15Q: 3 clusters Score -1.318108e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -13182884.000000 Penalty: 13733.619141
	Iteration 16Q: 3 clusters Score -1.318288e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13183746.000000 Penalty: 13733.619141
	Iteration 17Q: 3 clusters Score -1.318375e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13184108.000000 Penalty: 13733.619141
	Iteration 18Q: 3 clusters Score -1.318411e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -13184314.000000 Penalty: 13733.619141
	Iteration 19Q: 3 clusters Score -1.318431e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13184427.000000 Penalty: 13733.619141
	Iteration 20F: 3 clusters Score -1.318443e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13184480.000000 Penalty: 13733.619141
	Iteration 21Q: 3 clusters Score -1.318448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13184552.000000 Penalty: 13733.619141
	Iteration 22Q: 3 clusters Score -1.318455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -13184585.000000 Penalty: 13733.619141
	Iteration 23Q: 3 clusters Score -1.318458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -13184622.000000 Penalty: 13733.619141
	Iteration 24Q: 3 clusters Score -1.318462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13184637.000000 Penalty: 13733.619141
	Iteration 25Q: 3 clusters Score -1.318464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13184640.000000 Penalty: 13733.619141
	Iteration 26Q: 3 clusters Score -1.318464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13184630.000000 Penalty: 13733.619141
	Iteration 27Q: 3 clusters Score -1.318463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13184631.000000 Penalty: 13733.619141
	Iteration 28Q: 3 clusters Score -1.318463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13184631.000000 Penalty: 13733.619141
	Iteration 29F: 3 clusters Score -1.318463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Entering Unmasked Estep 
Score: -23428064.000000 Penalty: 7205.442383
	Iteration 0F: 2 clusters Score -2.342806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -23341142.000000 Penalty: 14410.884766
	Iteration 0F: 3 clusters Score -2.334114e+07 nChanged 59374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -23374358.000000 Penalty: 14410.884766
	Iteration 1F: 3 clusters Score -2.337436e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -23375470.000000 Penalty: 14410.884766
	Iteration 2Q: 3 clusters Score -2.337547e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -23376848.000000 Penalty: 14410.884766
	Iteration 3Q: 3 clusters Score -2.337685e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -23378360.000000 Penalty: 14410.884766
	Iteration 4Q: 3 clusters Score -2.337836e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -23380444.000000 Penalty: 14410.884766
	Iteration 5Q: 3 clusters Score -2.338044e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -23382606.000000 Penalty: 14410.884766
	Iteration 6Q: 3 clusters Score -2.338261e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -23385628.000000 Penalty: 14410.884766
	Iteration 7Q: 3 clusters Score -2.338563e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -23389210.000000 Penalty: 14410.884766
	Iteration 8F: 3 clusters Score -2.338921e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -23393704.000000 Penalty: 14410.884766
	Iteration 9F: 3 clusters Score -2.33937e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -23398498.000000 Penalty: 14410.884766
	Iteration 10F: 3 clusters Score -2.33985e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -23403408.000000 Penalty: 14410.884766
	Iteration 11F: 3 clusters Score -2.340341e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -23408346.000000 Penalty: 14410.884766
	Iteration 12Q: 3 clusters Score -2.340835e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -23412312.000000 Penalty: 14410.884766
	Iteration 13Q: 3 clusters Score -2.341231e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -23415542.000000 Penalty: 14410.884766
	Iteration 14Q: 3 clusters Score -2.341554e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -23418212.000000 Penalty: 14410.884766
	Iteration 15Q: 3 clusters Score -2.341821e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -23420420.000000 Penalty: 14410.884766
	Iteration 16Q: 3 clusters Score -2.342042e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -23422498.000000 Penalty: 14410.884766
	Iteration 17Q: 3 clusters Score -2.34225e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -23423936.000000 Penalty: 14410.884766
	Iteration 18Q: 3 clusters Score -2.342394e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -23424826.000000 Penalty: 14410.884766
	Iteration 19Q: 3 clusters Score -2.342483e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -23425312.000000 Penalty: 14410.884766
	Iteration 20F: 3 clusters Score -2.342531e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -23425538.000000 Penalty: 14410.884766
	Iteration 21Q: 3 clusters Score -2.342554e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -23425658.000000 Penalty: 14410.884766
	Iteration 22Q: 3 clusters Score -2.342566e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -23425662.000000 Penalty: 14410.884766
	Iteration 23Q: 3 clusters Score -2.342566e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -23425762.000000 Penalty: 14410.884766
	Iteration 24Q: 3 clusters Score -2.342576e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -23425818.000000 Penalty: 14410.884766
	Iteration 25Q: 3 clusters Score -2.342582e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -23425804.000000 Penalty: 14410.884766
	Iteration 26Q: 3 clusters Score -2.34258e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -23425830.000000 Penalty: 14410.884766
	Iteration 27Q: 3 clusters Score -2.342583e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -23425830.000000 Penalty: 14410.884766
	Iteration 28Q: 3 clusters Score -2.342583e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 101210 members 
Entering Unmasked Estep 
Score: -23425840.000000 Penalty: 14410.884766
	Iteration 29Q: 3 clusters Score -2.342584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -23425850.000000 Penalty: 14410.884766
	Iteration 30Q: 3 clusters Score -2.342585e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -23425880.000000 Penalty: 14410.884766
	Iteration 31Q: 3 clusters Score -2.342588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -23425876.000000 Penalty: 14410.884766
	Iteration 32Q: 3 clusters Score -2.342588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -23425892.000000 Penalty: 14410.884766
	Iteration 33Q: 3 clusters Score -2.342589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -23425898.000000 Penalty: 14410.884766
	Iteration 34Q: 3 clusters Score -2.34259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -23425860.000000 Penalty: 14410.884766
	Iteration 35Q: 3 clusters Score -2.342586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -23425900.000000 Penalty: 14410.884766
	Iteration 36Q: 3 clusters Score -2.34259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -23425892.000000 Penalty: 14410.884766
	Iteration 37Q: 3 clusters Score -2.342589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -23425902.000000 Penalty: 14410.884766
	Iteration 38Q: 3 clusters Score -2.34259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -23425906.000000 Penalty: 14410.884766
	Iteration 39Q: 3 clusters Score -2.342591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
Score: -23425892.000000 Penalty: 14410.884766
	Iteration 40F: 3 clusters Score -2.342589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -23425890.000000 Penalty: 14410.884766
	Iteration 41Q: 3 clusters Score -2.342589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -23425896.000000 Penalty: 14410.884766
	Iteration 42Q: 3 clusters Score -2.34259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -23425894.000000 Penalty: 14410.884766
	Iteration 43Q: 3 clusters Score -2.342589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -23425880.000000 Penalty: 14410.884766
	Iteration 44Q: 3 clusters Score -2.342588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -23425910.000000 Penalty: 14410.884766
	Iteration 45Q: 3 clusters Score -2.342591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -23425910.000000 Penalty: 14410.884766
	Iteration 46Q: 3 clusters Score -2.342591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -23425908.000000 Penalty: 14410.884766
	Iteration 47Q: 3 clusters Score -2.342591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -23425918.000000 Penalty: 14410.884766
	Iteration 48Q: 3 clusters Score -2.342592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -23425904.000000 Penalty: 14410.884766
	Iteration 49Q: 3 clusters Score -2.34259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -23425916.000000 Penalty: 14410.884766
	Iteration 50Q: 3 clusters Score -2.342592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -23425910.000000 Penalty: 14410.884766
	Iteration 51Q: 3 clusters Score -2.342591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -23425914.000000 Penalty: 14410.884766
	Iteration 52Q: 3 clusters Score -2.342591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -23425910.000000 Penalty: 14410.884766
	Iteration 53Q: 3 clusters Score -2.342591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -23425878.000000 Penalty: 14410.884766
	Iteration 54Q: 3 clusters Score -2.342588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -23425894.000000 Penalty: 14410.884766
	Iteration 55Q: 3 clusters Score -2.342589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -23425884.000000 Penalty: 14410.884766
	Iteration 56Q: 3 clusters Score -2.342588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -23425880.000000 Penalty: 14410.884766
	Iteration 57Q: 3 clusters Score -2.342588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -23425888.000000 Penalty: 14410.884766
	Iteration 58Q: 3 clusters Score -2.342589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -23425888.000000 Penalty: 14410.884766
	Iteration 59Q: 3 clusters Score -2.342589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -23425896.000000 Penalty: 14410.884766
	Iteration 60F: 3 clusters Score -2.34259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -366441.625000 Penalty: 4711.698730
	Iteration 0F: 2 clusters Score -366441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -361478.687500 Penalty: 9423.397461
	Iteration 0F: 3 clusters Score -361478.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -362252.375000 Penalty: 9423.397461
	Iteration 1F: 3 clusters Score -362252.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -362751.125000 Penalty: 9423.397461
	Iteration 2F: 3 clusters Score -362751.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -363185.750000 Penalty: 9423.397461
	Iteration 3F: 3 clusters Score -363185.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -363534.500000 Penalty: 9423.397461
	Iteration 4F: 3 clusters Score -363534.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -363776.562500 Penalty: 9423.397461
	Iteration 5Q: 3 clusters Score -363776.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364009.656250 Penalty: 9423.397461
	Iteration 6Q: 3 clusters Score -364009.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -364115.375000 Penalty: 9423.397461
	Iteration 7Q: 3 clusters Score -364115.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -364166.687500 Penalty: 9423.397461
	Iteration 8Q: 3 clusters Score -364166.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364195.687500 Penalty: 9423.397461
	Iteration 9Q: 3 clusters Score -364195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364220.593750 Penalty: 9423.397461
	Iteration 10Q: 3 clusters Score -364220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -364247.562500 Penalty: 9423.397461
	Iteration 11Q: 3 clusters Score -364247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -364269.437500 Penalty: 9423.397461
	Iteration 12Q: 3 clusters Score -364269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -364283.562500 Penalty: 9423.397461
	Iteration 13Q: 3 clusters Score -364283.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -364292.656250 Penalty: 9423.397461
	Iteration 14Q: 3 clusters Score -364292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -364297.531250 Penalty: 9423.397461
	Iteration 15Q: 3 clusters Score -364297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -364300.625000 Penalty: 9423.397461
	Iteration 16Q: 3 clusters Score -364300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -364309.843750 Penalty: 9423.397461
	Iteration 17Q: 3 clusters Score -364309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -364315.562500 Penalty: 9423.397461
	Iteration 18Q: 3 clusters Score -364315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -364318.625000 Penalty: 9423.397461
	Iteration 19Q: 3 clusters Score -364318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -364331.312500 Penalty: 9423.397461
	Iteration 20F: 3 clusters Score -364331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -364353.906250 Penalty: 9423.397461
	Iteration 21Q: 3 clusters Score -364353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -364359.187500 Penalty: 9423.397461
	Iteration 22Q: 3 clusters Score -364359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -364361.156250 Penalty: 9423.397461
	Iteration 23Q: 3 clusters Score -364361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -364364.031250 Penalty: 9423.397461
	Iteration 24Q: 3 clusters Score -364364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -364364.937500 Penalty: 9423.397461
	Iteration 25Q: 3 clusters Score -364364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -364365.281250 Penalty: 9423.397461
	Iteration 26Q: 3 clusters Score -364365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -364366.718750 Penalty: 9423.397461
	Iteration 27Q: 3 clusters Score -364366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -364366.718750 Penalty: 9423.397461
	Iteration 28F: 3 clusters Score -364366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Entering Unmasked Estep 
Score: -4901565.000000 Penalty: 6251.014648
	Iteration 0F: 2 clusters Score -4901565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4880502.500000 Penalty: 12502.029297
	Iteration 0F: 3 clusters Score -4880502 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4886423.000000 Penalty: 12502.029297
	Iteration 1F: 3 clusters Score -4886423 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4887155.500000 Penalty: 12502.029297
	Iteration 2F: 3 clusters Score -4887156 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4887639.500000 Penalty: 12502.029297
	Iteration 3Q: 3 clusters Score -4887640 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4888010.500000 Penalty: 12502.029297
	Iteration 4Q: 3 clusters Score -4888010 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4888296.500000 Penalty: 12502.029297
	Iteration 5Q: 3 clusters Score -4888296 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4888518.500000 Penalty: 12502.029297
	Iteration 6Q: 3 clusters Score -4888518 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4888743.000000 Penalty: 12502.029297
	Iteration 7Q: 3 clusters Score -4888743 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4888980.000000 Penalty: 12502.029297
	Iteration 8Q: 3 clusters Score -4888980 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4889216.500000 Penalty: 12502.029297
	Iteration 9Q: 3 clusters Score -4889216 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4889483.500000 Penalty: 12502.029297
	Iteration 10Q: 3 clusters Score -4889484 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -4889758.000000 Penalty: 12502.029297
	Iteration 11Q: 3 clusters Score -4889758 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4890120.500000 Penalty: 12502.029297
	Iteration 12Q: 3 clusters Score -4890120 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4890488.500000 Penalty: 12502.029297
	Iteration 13Q: 3 clusters Score -4890488 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4890993.500000 Penalty: 12502.029297
	Iteration 14Q: 3 clusters Score -4890994 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4891599.500000 Penalty: 12502.029297
	Iteration 15Q: 3 clusters Score -4891600 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4892290.500000 Penalty: 12502.029297
	Iteration 16Q: 3 clusters Score -4892290 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4893018.500000 Penalty: 12502.029297
	Iteration 17Q: 3 clusters Score -4893018 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4893580.000000 Penalty: 12502.029297
	Iteration 18Q: 3 clusters Score -4893580 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4894011.500000 Penalty: 12502.029297
	Iteration 19Q: 3 clusters Score -4894012 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -4894304.500000 Penalty: 12502.029297
	Iteration 20F: 3 clusters Score -4894304 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4894523.000000 Penalty: 12502.029297
	Iteration 21Q: 3 clusters Score -4894523 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4894752.000000 Penalty: 12502.029297
	Iteration 22Q: 3 clusters Score -4894752 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -4894923.500000 Penalty: 12502.029297
	Iteration 23Q: 3 clusters Score -4894924 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4895085.500000 Penalty: 12502.029297
	Iteration 24Q: 3 clusters Score -4895086 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4895215.000000 Penalty: 12502.029297
	Iteration 25Q: 3 clusters Score -4895215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -4895328.500000 Penalty: 12502.029297
	Iteration 26Q: 3 clusters Score -4895328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4895451.000000 Penalty: 12502.029297
	Iteration 27Q: 3 clusters Score -4895451 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4895539.000000 Penalty: 12502.029297
	Iteration 28Q: 3 clusters Score -4895539 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4895582.500000 Penalty: 12502.029297
	Iteration 29Q: 3 clusters Score -4895582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4895637.500000 Penalty: 12502.029297
	Iteration 30Q: 3 clusters Score -4895638 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4895708.500000 Penalty: 12502.029297
	Iteration 31Q: 3 clusters Score -4895708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4895774.500000 Penalty: 12502.029297
	Iteration 32Q: 3 clusters Score -4895774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4895820.000000 Penalty: 12502.029297
	Iteration 33Q: 3 clusters Score -4895820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4895875.500000 Penalty: 12502.029297
	Iteration 34Q: 3 clusters Score -4895876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4895902.500000 Penalty: 12502.029297
	Iteration 35Q: 3 clusters Score -4895902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4895943.500000 Penalty: 12502.029297
	Iteration 36Q: 3 clusters Score -4895944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4895982.500000 Penalty: 12502.029297
	Iteration 37Q: 3 clusters Score -4895982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4896020.000000 Penalty: 12502.029297
	Iteration 38Q: 3 clusters Score -4896020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -4896052.500000 Penalty: 12502.029297
	Iteration 39Q: 3 clusters Score -4896052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4896079.500000 Penalty: 12502.029297
	Iteration 40F: 3 clusters Score -4896080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4896088.500000 Penalty: 12502.029297
	Iteration 41Q: 3 clusters Score -4896088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4896104.000000 Penalty: 12502.029297
	Iteration 42Q: 3 clusters Score -4896104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4896111.000000 Penalty: 12502.029297
	Iteration 43Q: 3 clusters Score -4896111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4896107.500000 Penalty: 12502.029297
	Iteration 44Q: 3 clusters Score -4896108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4896132.000000 Penalty: 12502.029297
	Iteration 45Q: 3 clusters Score -4896132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4896142.500000 Penalty: 12502.029297
	Iteration 46Q: 3 clusters Score -4896142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4896162.000000 Penalty: 12502.029297
	Iteration 47Q: 3 clusters Score -4896162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4896172.500000 Penalty: 12502.029297
	Iteration 48Q: 3 clusters Score -4896172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4896197.500000 Penalty: 12502.029297
	Iteration 49Q: 3 clusters Score -4896198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4896216.000000 Penalty: 12502.029297
	Iteration 50Q: 3 clusters Score -4896216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4896215.500000 Penalty: 12502.029297
	Iteration 51Q: 3 clusters Score -4896216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4896236.000000 Penalty: 12502.029297
	Iteration 52Q: 3 clusters Score -4896236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4896237.500000 Penalty: 12502.029297
	Iteration 53Q: 3 clusters Score -4896238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4896250.500000 Penalty: 12502.029297
	Iteration 54Q: 3 clusters Score -4896250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4896255.500000 Penalty: 12502.029297
	Iteration 55Q: 3 clusters Score -4896256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4896255.000000 Penalty: 12502.029297
	Iteration 56Q: 3 clusters Score -4896255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4896265.500000 Penalty: 12502.029297
	Iteration 57Q: 3 clusters Score -4896266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4896267.000000 Penalty: 12502.029297
	Iteration 58Q: 3 clusters Score -4896267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4896272.500000 Penalty: 12502.029297
	Iteration 59Q: 3 clusters Score -4896272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4896285.500000 Penalty: 12502.029297
	Iteration 60F: 3 clusters Score -4896286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4896297.000000 Penalty: 12502.029297
	Iteration 61Q: 3 clusters Score -4896297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4896302.000000 Penalty: 12502.029297
	Iteration 62Q: 3 clusters Score -4896302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -4896313.000000 Penalty: 12502.029297
	Iteration 63Q: 3 clusters Score -4896313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -4896327.000000 Penalty: 12502.029297
	Iteration 64Q: 3 clusters Score -4896327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4896324.000000 Penalty: 12502.029297
	Iteration 65Q: 3 clusters Score -4896324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4896328.000000 Penalty: 12502.029297
	Iteration 66Q: 3 clusters Score -4896328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -4896327.000000 Penalty: 12502.029297
	Iteration 67Q: 3 clusters Score -4896327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -4896325.500000 Penalty: 12502.029297
	Iteration 68Q: 3 clusters Score -4896326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4896324.000000 Penalty: 12502.029297
	Iteration 69Q: 3 clusters Score -4896324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4896328.000000 Penalty: 12502.029297
	Iteration 70Q: 3 clusters Score -4896328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4896334.000000 Penalty: 12502.029297
	Iteration 71Q: 3 clusters Score -4896334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4896337.000000 Penalty: 12502.029297
	Iteration 72Q: 3 clusters Score -4896337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4896338.000000 Penalty: 12502.029297
	Iteration 73Q: 3 clusters Score -4896338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4896338.000000 Penalty: 12502.029297
	Iteration 74Q: 3 clusters Score -4896338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4896342.500000 Penalty: 12502.029297
	Iteration 75Q: 3 clusters Score -4896342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4896342.500000 Penalty: 12502.029297
	Iteration 76Q: 3 clusters Score -4896342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4896338.000000 Penalty: 12502.029297
	Iteration 77Q: 3 clusters Score -4896338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4896342.500000 Penalty: 12502.029297
	Iteration 78Q: 3 clusters Score -4896342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4896342.500000 Penalty: 12502.029297
	Iteration 79F: 3 clusters Score -4896342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Entering Unmasked Estep 
Score: -32179882.000000 Penalty: 7406.344238
	Iteration 0F: 2 clusters Score -3.217988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -32059892.000000 Penalty: 14812.688477
	Iteration 0F: 3 clusters Score -3.205989e+07 nChanged 83430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -32106504.000000 Penalty: 14812.688477
	Iteration 1F: 3 clusters Score -3.21065e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -32108026.000000 Penalty: 14812.688477
	Iteration 2Q: 3 clusters Score -3.210803e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -32109662.000000 Penalty: 14812.688477
	Iteration 3Q: 3 clusters Score -3.210966e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -32111418.000000 Penalty: 14812.688477
	Iteration 4Q: 3 clusters Score -3.211142e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -32113680.000000 Penalty: 14812.688477
	Iteration 5Q: 3 clusters Score -3.211368e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -32117580.000000 Penalty: 14812.688477
	Iteration 6Q: 3 clusters Score -3.211758e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -32123434.000000 Penalty: 14812.688477
	Iteration 7F: 3 clusters Score -3.212343e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -32130308.000000 Penalty: 14812.688477
	Iteration 8F: 3 clusters Score -3.213031e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 123263 members 
Entering Unmasked Estep 
Score: -32137334.000000 Penalty: 14812.688477
	Iteration 9F: 3 clusters Score -3.213733e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -32143242.000000 Penalty: 14812.688477
	Iteration 10F: 3 clusters Score -3.214324e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -32147816.000000 Penalty: 14812.688477
	Iteration 11Q: 3 clusters Score -3.214782e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 144908 members 
Entering Unmasked Estep 
Score: -32151642.000000 Penalty: 14812.688477
	Iteration 12Q: 3 clusters Score -3.215164e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 151060 members 
Entering Unmasked Estep 
Score: -32154838.000000 Penalty: 14812.688477
	Iteration 13Q: 3 clusters Score -3.215484e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -32158198.000000 Penalty: 14812.688477
	Iteration 14Q: 3 clusters Score -3.21582e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -32161552.000000 Penalty: 14812.688477
	Iteration 15Q: 3 clusters Score -3.216155e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -32164766.000000 Penalty: 14812.688477
	Iteration 16Q: 3 clusters Score -3.216477e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -32167708.000000 Penalty: 14812.688477
	Iteration 17Q: 3 clusters Score -3.216771e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 173808 members 
Entering Unmasked Estep 
Score: -32169926.000000 Penalty: 14812.688477
	Iteration 18Q: 3 clusters Score -3.216993e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -32171412.000000 Penalty: 14812.688477
	Iteration 19Q: 3 clusters Score -3.217141e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 176467 members 
Entering Unmasked Estep 
Score: -32172150.000000 Penalty: 14812.688477
	Iteration 20F: 3 clusters Score -3.217215e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 176951 members 
Entering Unmasked Estep 
Score: -32172620.000000 Penalty: 14812.688477
	Iteration 21Q: 3 clusters Score -3.217262e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 177188 members 
Entering Unmasked Estep 
Score: -32172896.000000 Penalty: 14812.688477
	Iteration 22Q: 3 clusters Score -3.21729e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 177326 members 
Entering Unmasked Estep 
Score: -32173052.000000 Penalty: 14812.688477
	Iteration 23Q: 3 clusters Score -3.217305e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 177399 members 
Entering Unmasked Estep 
Score: -32173112.000000 Penalty: 14812.688477
	Iteration 24Q: 3 clusters Score -3.217311e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -32173176.000000 Penalty: 14812.688477
	Iteration 25Q: 3 clusters Score -3.217318e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -32173260.000000 Penalty: 14812.688477
	Iteration 26Q: 3 clusters Score -3.217326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 177502 members 
Entering Unmasked Estep 
Score: -32173280.000000 Penalty: 14812.688477
	Iteration 27Q: 3 clusters Score -3.217328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 177522 members 
Entering Unmasked Estep 
Score: -32173330.000000 Penalty: 14812.688477
	Iteration 28Q: 3 clusters Score -3.217333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -32173342.000000 Penalty: 14812.688477
	Iteration 29Q: 3 clusters Score -3.217334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 177544 members 
Entering Unmasked Estep 
Score: -32173342.000000 Penalty: 14812.688477
	Iteration 30Q: 3 clusters Score -3.217334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 177556 members 
Entering Unmasked Estep 
Score: -32173376.000000 Penalty: 14812.688477
	Iteration 31Q: 3 clusters Score -3.217338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -32173394.000000 Penalty: 14812.688477
	Iteration 32Q: 3 clusters Score -3.217339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -32173390.000000 Penalty: 14812.688477
	Iteration 33Q: 3 clusters Score -3.217339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -32173390.000000 Penalty: 14812.688477
	Iteration 34Q: 3 clusters Score -3.217339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -32173402.000000 Penalty: 14812.688477
	Iteration 35Q: 3 clusters Score -3.21734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -32173444.000000 Penalty: 14812.688477
	Iteration 36Q: 3 clusters Score -3.217344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 177596 members 
Entering Unmasked Estep 
Score: -32173446.000000 Penalty: 14812.688477
	Iteration 37Q: 3 clusters Score -3.217345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 177597 members 
Entering Unmasked Estep 
Score: -32173436.000000 Penalty: 14812.688477
	Iteration 38Q: 3 clusters Score -3.217344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -32173422.000000 Penalty: 14812.688477
	Iteration 39Q: 3 clusters Score -3.217342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -32173438.000000 Penalty: 14812.688477
	Iteration 40F: 3 clusters Score -3.217344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -32173446.000000 Penalty: 14812.688477
	Iteration 41Q: 3 clusters Score -3.217345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 177607 members 
Entering Unmasked Estep 
Score: -32173458.000000 Penalty: 14812.688477
	Iteration 42Q: 3 clusters Score -3.217346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -32173460.000000 Penalty: 14812.688477
	Iteration 43Q: 3 clusters Score -3.217346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -32173432.000000 Penalty: 14812.688477
	Iteration 44Q: 3 clusters Score -3.217343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -32173440.000000 Penalty: 14812.688477
	Iteration 45Q: 3 clusters Score -3.217344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -32173448.000000 Penalty: 14812.688477
	Iteration 46Q: 3 clusters Score -3.217345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 177607 members 
Entering Unmasked Estep 
Score: -32173464.000000 Penalty: 14812.688477
	Iteration 47Q: 3 clusters Score -3.217346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -32173466.000000 Penalty: 14812.688477
	Iteration 48Q: 3 clusters Score -3.217347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -32173462.000000 Penalty: 14812.688477
	Iteration 49Q: 3 clusters Score -3.217346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -32173462.000000 Penalty: 14812.688477
	Iteration 50F: 3 clusters Score -3.217346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -161576.453125 Penalty: 4235.272949
	Iteration 0F: 2 clusters Score -161576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157580.531250 Penalty: 8470.545898
	Iteration 0F: 3 clusters Score -157580.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158102.515625 Penalty: 8470.545898
	Iteration 1F: 3 clusters Score -158102.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158325.125000 Penalty: 8470.545898
	Iteration 2F: 3 clusters Score -158325.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158403.421875 Penalty: 8470.545898
	Iteration 3Q: 3 clusters Score -158403.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -158460.484375 Penalty: 8470.545898
	Iteration 4Q: 3 clusters Score -158460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158496.140625 Penalty: 8470.545898
	Iteration 5Q: 3 clusters Score -158496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158506.484375 Penalty: 8470.545898
	Iteration 6Q: 3 clusters Score -158506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158527.250000 Penalty: 8470.545898
	Iteration 7Q: 3 clusters Score -158527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158538.250000 Penalty: 8470.545898
	Iteration 8Q: 3 clusters Score -158538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158543.812500 Penalty: 8470.545898
	Iteration 9Q: 3 clusters Score -158543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -158547.234375 Penalty: 8470.545898
	Iteration 10Q: 3 clusters Score -158547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -158547.234375 Penalty: 8470.545898
	Iteration 11F: 3 clusters Score -158547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -410641.156250 Penalty: 4819.540039
	Iteration 0F: 2 clusters Score -410641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -405545.843750 Penalty: 9639.080078
	Iteration 0F: 3 clusters Score -405545.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -408394.593750 Penalty: 9639.080078
	Iteration 1F: 3 clusters Score -408394.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -411306.343750 Penalty: 9639.080078
	Iteration 2F: 3 clusters Score -411306.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -412956.843750 Penalty: 9639.080078
	Iteration 3F: 3 clusters Score -412956.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -413712.062500 Penalty: 9639.080078
	Iteration 4F: 3 clusters Score -413712.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -413911.687500 Penalty: 9639.080078
	Iteration 5Q: 3 clusters Score -413911.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -413992.562500 Penalty: 9639.080078
	Iteration 6Q: 3 clusters Score -413992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -414038.531250 Penalty: 9639.080078
	Iteration 7Q: 3 clusters Score -414038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -414106.312500 Penalty: 9639.080078
	Iteration 8Q: 3 clusters Score -414106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -414166.187500 Penalty: 9639.080078
	Iteration 9Q: 3 clusters Score -414166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -414195.750000 Penalty: 9639.080078
	Iteration 10Q: 3 clusters Score -414195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -414214.656250 Penalty: 9639.080078
	Iteration 11Q: 3 clusters Score -414214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -414225.718750 Penalty: 9639.080078
	Iteration 12Q: 3 clusters Score -414225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -414246.343750 Penalty: 9639.080078
	Iteration 13Q: 3 clusters Score -414246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -414255.750000 Penalty: 9639.080078
	Iteration 14Q: 3 clusters Score -414255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -414269.906250 Penalty: 9639.080078
	Iteration 15Q: 3 clusters Score -414269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -414277.593750 Penalty: 9639.080078
	Iteration 16Q: 3 clusters Score -414277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -414289.062500 Penalty: 9639.080078
	Iteration 17F: 3 clusters Score -414289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -414299.031250 Penalty: 9639.080078
	Iteration 18Q: 3 clusters Score -414299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -414299.031250 Penalty: 9639.080078
	Iteration 19F: 3 clusters Score -414299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 85056 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 3776 members 
Mstep: Class 29 contains 1986 members 
Entering Unmasked Estep 
Score: -226806624.000000 Penalty: 249784.343750
Splitting cluster 22 changes total score from -226801232.000000 to -226806624.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -150413.453125 Penalty: 4252.662598
	Iteration 0F: 2 clusters Score -150413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146537.203125 Penalty: 8505.325195
	Iteration 0F: 3 clusters Score -146537.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147157.046875 Penalty: 8505.325195
	Iteration 1F: 3 clusters Score -147157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147497.484375 Penalty: 8505.325195
	Iteration 2F: 3 clusters Score -147497.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147742.156250 Penalty: 8505.325195
	Iteration 3F: 3 clusters Score -147742.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -148004.000000 Penalty: 8505.325195
	Iteration 4F: 3 clusters Score -148004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -148233.406250 Penalty: 8505.325195
	Iteration 5Q: 3 clusters Score -148233.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -148393.625000 Penalty: 8505.325195
	Iteration 6Q: 3 clusters Score -148393.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -148449.953125 Penalty: 8505.325195
	Iteration 7Q: 3 clusters Score -148450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -148510.500000 Penalty: 8505.325195
	Iteration 8Q: 3 clusters Score -148510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -148548.734375 Penalty: 8505.325195
	Iteration 9Q: 3 clusters Score -148548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -148567.750000 Penalty: 8505.325195
	Iteration 10Q: 3 clusters Score -148567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -148584.125000 Penalty: 8505.325195
	Iteration 11Q: 3 clusters Score -148584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -148592.593750 Penalty: 8505.325195
	Iteration 12Q: 3 clusters Score -148592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -148592.593750 Penalty: 8505.325195
	Iteration 13F: 3 clusters Score -148592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (85056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Entering Unmasked Estep 
Score: -15356783.000000 Penalty: 6952.527344
	Iteration 0F: 2 clusters Score -1.535678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -15298022.000000 Penalty: 13905.054688
	Iteration 0F: 3 clusters Score -1.529802e+07 nChanged 38724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -15319249.000000 Penalty: 13905.054688
	Iteration 1F: 3 clusters Score -1.531925e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -15320349.000000 Penalty: 13905.054688
	Iteration 2Q: 3 clusters Score -1.532035e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -15321363.000000 Penalty: 13905.054688
	Iteration 3Q: 3 clusters Score -1.532136e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -15322183.000000 Penalty: 13905.054688
	Iteration 4Q: 3 clusters Score -1.532218e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -15323328.000000 Penalty: 13905.054688
	Iteration 5Q: 3 clusters Score -1.532333e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -15324832.000000 Penalty: 13905.054688
	Iteration 6Q: 3 clusters Score -1.532483e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -15327133.000000 Penalty: 13905.054688
	Iteration 7F: 3 clusters Score -1.532713e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -15330768.000000 Penalty: 13905.054688
	Iteration 8F: 3 clusters Score -1.533077e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -15335663.000000 Penalty: 13905.054688
	Iteration 9F: 3 clusters Score -1.533566e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -15340888.000000 Penalty: 13905.054688
	Iteration 10F: 3 clusters Score -1.534089e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -15345196.000000 Penalty: 13905.054688
	Iteration 11F: 3 clusters Score -1.53452e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -15348031.000000 Penalty: 13905.054688
	Iteration 12Q: 3 clusters Score -1.534803e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -15349663.000000 Penalty: 13905.054688
	Iteration 13Q: 3 clusters Score -1.534966e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -15350661.000000 Penalty: 13905.054688
	Iteration 14Q: 3 clusters Score -1.535066e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 82950 members 
Entering Unmasked Estep 
Score: -15351519.000000 Penalty: 13905.054688
	Iteration 15Q: 3 clusters Score -1.535152e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -15352240.000000 Penalty: 13905.054688
	Iteration 16Q: 3 clusters Score -1.535224e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -15352654.000000 Penalty: 13905.054688
	Iteration 17Q: 3 clusters Score -1.535265e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -15352900.000000 Penalty: 13905.054688
	Iteration 18Q: 3 clusters Score -1.53529e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -15353074.000000 Penalty: 13905.054688
	Iteration 19Q: 3 clusters Score -1.535307e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -15353198.000000 Penalty: 13905.054688
	Iteration 20F: 3 clusters Score -1.53532e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -15353348.000000 Penalty: 13905.054688
	Iteration 21Q: 3 clusters Score -1.535335e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -15353471.000000 Penalty: 13905.054688
	Iteration 22Q: 3 clusters Score -1.535347e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -15353602.000000 Penalty: 13905.054688
	Iteration 23Q: 3 clusters Score -1.53536e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -15353724.000000 Penalty: 13905.054688
	Iteration 24Q: 3 clusters Score -1.535372e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -15353789.000000 Penalty: 13905.054688
	Iteration 25Q: 3 clusters Score -1.535379e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -15353933.000000 Penalty: 13905.054688
	Iteration 26Q: 3 clusters Score -1.535393e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -15354038.000000 Penalty: 13905.054688
	Iteration 27Q: 3 clusters Score -1.535404e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -15354115.000000 Penalty: 13905.054688
	Iteration 28Q: 3 clusters Score -1.535412e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -15354268.000000 Penalty: 13905.054688
	Iteration 29Q: 3 clusters Score -1.535427e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -15354384.000000 Penalty: 13905.054688
	Iteration 30Q: 3 clusters Score -1.535438e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -15354503.000000 Penalty: 13905.054688
	Iteration 31Q: 3 clusters Score -1.53545e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -15354657.000000 Penalty: 13905.054688
	Iteration 32Q: 3 clusters Score -1.535466e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -15354796.000000 Penalty: 13905.054688
	Iteration 33Q: 3 clusters Score -1.53548e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -15354951.000000 Penalty: 13905.054688
	Iteration 34Q: 3 clusters Score -1.535495e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -15355083.000000 Penalty: 13905.054688
	Iteration 35Q: 3 clusters Score -1.535508e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -15355347.000000 Penalty: 13905.054688
	Iteration 36Q: 3 clusters Score -1.535535e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -15355559.000000 Penalty: 13905.054688
	Iteration 37Q: 3 clusters Score -1.535556e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -15355795.000000 Penalty: 13905.054688
	Iteration 38Q: 3 clusters Score -1.53558e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -15355993.000000 Penalty: 13905.054688
	Iteration 39Q: 3 clusters Score -1.535599e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -15356199.000000 Penalty: 13905.054688
	Iteration 40F: 3 clusters Score -1.53562e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -15356513.000000 Penalty: 13905.054688
	Iteration 41Q: 3 clusters Score -1.535651e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -15356798.000000 Penalty: 13905.054688
	Iteration 42Q: 3 clusters Score -1.53568e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -15357069.000000 Penalty: 13905.054688
	Iteration 43Q: 3 clusters Score -1.535707e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -15357380.000000 Penalty: 13905.054688
	Iteration 44Q: 3 clusters Score -1.535738e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -15357637.000000 Penalty: 13905.054688
	Iteration 45Q: 3 clusters Score -1.535764e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -15357782.000000 Penalty: 13905.054688
	Iteration 46Q: 3 clusters Score -1.535778e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -15357931.000000 Penalty: 13905.054688
	Iteration 47Q: 3 clusters Score -1.535793e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -15358106.000000 Penalty: 13905.054688
	Iteration 48Q: 3 clusters Score -1.535811e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -15358206.000000 Penalty: 13905.054688
	Iteration 49Q: 3 clusters Score -1.535821e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -15358304.000000 Penalty: 13905.054688
	Iteration 50Q: 3 clusters Score -1.53583e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 70875 members 
Entering Unmasked Estep 
Score: -15358390.000000 Penalty: 13905.054688
	Iteration 51Q: 3 clusters Score -1.535839e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -15358430.000000 Penalty: 13905.054688
	Iteration 52Q: 3 clusters Score -1.535843e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -15358493.000000 Penalty: 13905.054688
	Iteration 53Q: 3 clusters Score -1.535849e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -15358507.000000 Penalty: 13905.054688
	Iteration 54Q: 3 clusters Score -1.535851e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -15358554.000000 Penalty: 13905.054688
	Iteration 55Q: 3 clusters Score -1.535855e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -15358550.000000 Penalty: 13905.054688
	Iteration 56Q: 3 clusters Score -1.535855e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -15358537.000000 Penalty: 13905.054688
	Iteration 57Q: 3 clusters Score -1.535854e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -15358560.000000 Penalty: 13905.054688
	Iteration 58Q: 3 clusters Score -1.535856e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -15358544.000000 Penalty: 13905.054688
	Iteration 59Q: 3 clusters Score -1.535854e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -15358556.000000 Penalty: 13905.054688
	Iteration 60F: 3 clusters Score -1.535856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -15358583.000000 Penalty: 13905.054688
	Iteration 61Q: 3 clusters Score -1.535858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -15358606.000000 Penalty: 13905.054688
	Iteration 62Q: 3 clusters Score -1.535861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -15358581.000000 Penalty: 13905.054688
	Iteration 63Q: 3 clusters Score -1.535858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -15358605.000000 Penalty: 13905.054688
	Iteration 64Q: 3 clusters Score -1.53586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -15358598.000000 Penalty: 13905.054688
	Iteration 65Q: 3 clusters Score -1.53586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -15358612.000000 Penalty: 13905.054688
	Iteration 66Q: 3 clusters Score -1.535861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -15358625.000000 Penalty: 13905.054688
	Iteration 67Q: 3 clusters Score -1.535862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -15358609.000000 Penalty: 13905.054688
	Iteration 68Q: 3 clusters Score -1.535861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -15358612.000000 Penalty: 13905.054688
	Iteration 69Q: 3 clusters Score -1.535861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -15358615.000000 Penalty: 13905.054688
	Iteration 70Q: 3 clusters Score -1.535862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -15358614.000000 Penalty: 13905.054688
	Iteration 71Q: 3 clusters Score -1.535861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -15358614.000000 Penalty: 13905.054688
	Iteration 72F: 3 clusters Score -1.535861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 15819 members 
Mstep: Class 25 contains 9768 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 3776 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 69237 members 
Entering Unmasked Estep 
Score: -226807520.000000 Penalty: 258397.593750
Splitting cluster 24 changes total score from -226801232.000000 to -226807520.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 472842 members 
Mstep: Class 5 contains 38020 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 73948 members 
Mstep: Class 17 contains 128539 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 27058 members 
Mstep: Class 20 contains 178437 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 1036 members 
Mstep: Class 24 contains 15819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 4415.398438 but Gain 8613.250000
Score: -226818208.000000 Penalty: 249784.343750
Iteration 79Q: 30 clusters Score -2.268182e+08 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 19579 members 
Mstep: Class 3 contains 36414 members 
Mstep: Class 4 contains 474486 members 
Mstep: Class 5 contains 37806 members 
Mstep: Class 6 contains 17142 members 
Mstep: Class 7 contains 1091 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 40086 members 
Mstep: Class 14 contains 15580 members 
Mstep: Class 15 contains 83454 members 
Mstep: Class 16 contains 73952 members 
Mstep: Class 17 contains 129141 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 27277 members 
Mstep: Class 20 contains 178474 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 997 members 
Mstep: Class 24 contains 15933 members 
Mstep: Class 25 contains 9711 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 1984 members 
Mstep: Class 30 contains 65389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824528.000000 Penalty: 249784.343750
Iteration 80F: 30 clusters Score -2.268245e+08 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 19499 members 
Mstep: Class 3 contains 36162 members 
Mstep: Class 4 contains 474518 members 
Mstep: Class 5 contains 37652 members 
Mstep: Class 6 contains 17104 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 7864 members 
Mstep: Class 13 contains 39214 members 
Mstep: Class 14 contains 15579 members 
Mstep: Class 15 contains 83533 members 
Mstep: Class 16 contains 74029 members 
Mstep: Class 17 contains 129268 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 27471 members 
Mstep: Class 20 contains 178461 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 15972 members 
Mstep: Class 25 contains 9764 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 28 contains 4094 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 65494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827280.000000 Penalty: 249784.343750
Iteration 81Q: 30 clusters Score -2.268273e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 19446 members 
Mstep: Class 3 contains 36031 members 
Mstep: Class 4 contains 474397 members 
Mstep: Class 5 contains 37606 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 38796 members 
Mstep: Class 14 contains 15563 members 
Mstep: Class 15 contains 83583 members 
Mstep: Class 16 contains 74097 members 
Mstep: Class 17 contains 129376 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 27625 members 
Mstep: Class 20 contains 178462 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 926 members 
Mstep: Class 24 contains 16026 members 
Mstep: Class 25 contains 9784 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 28 contains 4278 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 65348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828736.000000 Penalty: 249784.343750
Iteration 82Q: 30 clusters Score -2.268287e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 19410 members 
Mstep: Class 3 contains 35943 members 
Mstep: Class 4 contains 474297 members 
Mstep: Class 5 contains 37579 members 
Mstep: Class 6 contains 17090 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 38562 members 
Mstep: Class 14 contains 15548 members 
Mstep: Class 15 contains 83593 members 
Mstep: Class 16 contains 74130 members 
Mstep: Class 17 contains 129427 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 27774 members 
Mstep: Class 20 contains 178471 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 922 members 
Mstep: Class 24 contains 16098 members 
Mstep: Class 25 contains 9800 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4397 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 65106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828672.000000 Penalty: 249784.343750
Iteration 83Q: 30 clusters Score -2.268287e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 19384 members 
Mstep: Class 3 contains 35907 members 
Mstep: Class 4 contains 474202 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 17094 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 7870 members 
Mstep: Class 13 contains 38421 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 83610 members 
Mstep: Class 16 contains 74151 members 
Mstep: Class 17 contains 129433 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 27887 members 
Mstep: Class 20 contains 178476 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 16153 members 
Mstep: Class 25 contains 9812 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828736.000000 Penalty: 249784.343750
Iteration 84Q: 30 clusters Score -2.268287e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 19355 members 
Mstep: Class 3 contains 35878 members 
Mstep: Class 4 contains 474102 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 17111 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 38324 members 
Mstep: Class 14 contains 15532 members 
Mstep: Class 15 contains 83623 members 
Mstep: Class 16 contains 74168 members 
Mstep: Class 17 contains 129359 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 27986 members 
Mstep: Class 20 contains 178473 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 16204 members 
Mstep: Class 25 contains 9820 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4511 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829232.000000 Penalty: 249784.343750
Iteration 85Q: 30 clusters Score -2.268292e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 19332 members 
Mstep: Class 3 contains 35873 members 
Mstep: Class 4 contains 474075 members 
Mstep: Class 5 contains 37669 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 4060 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38288 members 
Mstep: Class 14 contains 15521 members 
Mstep: Class 15 contains 83623 members 
Mstep: Class 16 contains 74180 members 
Mstep: Class 17 contains 129235 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 28068 members 
Mstep: Class 20 contains 178478 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 9828 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4540 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829184.000000 Penalty: 249784.343750
Iteration 86Q: 30 clusters Score -2.268292e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 35856 members 
Mstep: Class 4 contains 474078 members 
Mstep: Class 5 contains 37779 members 
Mstep: Class 6 contains 17098 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3701 members 
Mstep: Class 11 contains 4088 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38281 members 
Mstep: Class 14 contains 15520 members 
Mstep: Class 15 contains 83628 members 
Mstep: Class 16 contains 74190 members 
Mstep: Class 17 contains 129032 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 28145 members 
Mstep: Class 20 contains 178480 members 
Mstep: Class 21 contains 1045 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 16242 members 
Mstep: Class 25 contains 9834 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829760.000000 Penalty: 249784.343750
Iteration 87Q: 30 clusters Score -2.268298e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 19289 members 
Mstep: Class 3 contains 35838 members 
Mstep: Class 4 contains 474103 members 
Mstep: Class 5 contains 37910 members 
Mstep: Class 6 contains 17077 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38256 members 
Mstep: Class 14 contains 15517 members 
Mstep: Class 15 contains 83635 members 
Mstep: Class 16 contains 74194 members 
Mstep: Class 17 contains 128801 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 28219 members 
Mstep: Class 20 contains 178485 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 16248 members 
Mstep: Class 25 contains 9836 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4577 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829424.000000 Penalty: 249784.343750
Iteration 88Q: 30 clusters Score -2.268294e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 19272 members 
Mstep: Class 3 contains 35829 members 
Mstep: Class 4 contains 474123 members 
Mstep: Class 5 contains 38104 members 
Mstep: Class 6 contains 17072 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38215 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 15 contains 83654 members 
Mstep: Class 16 contains 74203 members 
Mstep: Class 17 contains 128543 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 28273 members 
Mstep: Class 20 contains 178475 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 9836 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4592 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830064.000000 Penalty: 249784.343750
Iteration 89Q: 30 clusters Score -2.268301e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 19258 members 
Mstep: Class 3 contains 35822 members 
Mstep: Class 4 contains 474141 members 
Mstep: Class 5 contains 38281 members 
Mstep: Class 6 contains 17058 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38193 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 15 contains 83651 members 
Mstep: Class 16 contains 74209 members 
Mstep: Class 17 contains 128253 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 19 contains 28357 members 
Mstep: Class 20 contains 178475 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 16242 members 
Mstep: Class 25 contains 9838 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829712.000000 Penalty: 249784.343750
Iteration 90Q: 30 clusters Score -2.268297e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 19236 members 
Mstep: Class 3 contains 35812 members 
Mstep: Class 4 contains 474177 members 
Mstep: Class 5 contains 38478 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38175 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 15 contains 83649 members 
Mstep: Class 16 contains 74216 members 
Mstep: Class 17 contains 127927 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 28428 members 
Mstep: Class 20 contains 178479 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16237 members 
Mstep: Class 25 contains 9839 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830000.000000 Penalty: 249784.343750
Iteration 91Q: 30 clusters Score -2.2683e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 19229 members 
Mstep: Class 3 contains 35803 members 
Mstep: Class 4 contains 474201 members 
Mstep: Class 5 contains 38700 members 
Mstep: Class 6 contains 17083 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 38164 members 
Mstep: Class 14 contains 15505 members 
Mstep: Class 15 contains 83651 members 
Mstep: Class 16 contains 74222 members 
Mstep: Class 17 contains 127579 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 28488 members 
Mstep: Class 20 contains 178474 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 9840 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4592 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830112.000000 Penalty: 249784.343750
Iteration 92Q: 30 clusters Score -2.268301e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 19219 members 
Mstep: Class 3 contains 35793 members 
Mstep: Class 4 contains 474227 members 
Mstep: Class 5 contains 38920 members 
Mstep: Class 6 contains 17099 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 4291 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 38155 members 
Mstep: Class 14 contains 15498 members 
Mstep: Class 15 contains 83646 members 
Mstep: Class 16 contains 74226 members 
Mstep: Class 17 contains 127221 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 28568 members 
Mstep: Class 20 contains 178472 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 16240 members 
Mstep: Class 25 contains 9840 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4595 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829856.000000 Penalty: 249784.343750
Iteration 93Q: 30 clusters Score -2.268299e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 19212 members 
Mstep: Class 3 contains 35781 members 
Mstep: Class 4 contains 474270 members 
Mstep: Class 5 contains 39181 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 38140 members 
Mstep: Class 14 contains 15498 members 
Mstep: Class 15 contains 83635 members 
Mstep: Class 16 contains 74230 members 
Mstep: Class 17 contains 126792 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 28663 members 
Mstep: Class 20 contains 178482 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 16247 members 
Mstep: Class 25 contains 9841 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4595 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829504.000000 Penalty: 249784.343750
Iteration 94Q: 30 clusters Score -2.268295e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 19206 members 
Mstep: Class 3 contains 35772 members 
Mstep: Class 4 contains 474292 members 
Mstep: Class 5 contains 39491 members 
Mstep: Class 6 contains 17106 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 38133 members 
Mstep: Class 14 contains 15495 members 
Mstep: Class 15 contains 83639 members 
Mstep: Class 16 contains 74243 members 
Mstep: Class 17 contains 126323 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 28753 members 
Mstep: Class 20 contains 178491 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 16251 members 
Mstep: Class 25 contains 9842 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4594 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829856.000000 Penalty: 249784.343750
Iteration 95Q: 30 clusters Score -2.268299e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 19205 members 
Mstep: Class 3 contains 35763 members 
Mstep: Class 4 contains 474325 members 
Mstep: Class 5 contains 39873 members 
Mstep: Class 6 contains 17097 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4004 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 38117 members 
Mstep: Class 14 contains 15493 members 
Mstep: Class 15 contains 83638 members 
Mstep: Class 16 contains 74259 members 
Mstep: Class 17 contains 125769 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 28850 members 
Mstep: Class 20 contains 178503 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 911 members 
Mstep: Class 24 contains 16253 members 
Mstep: Class 25 contains 9845 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4594 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829792.000000 Penalty: 249784.343750
Iteration 96Q: 30 clusters Score -2.268298e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 19207 members 
Mstep: Class 3 contains 35748 members 
Mstep: Class 4 contains 474370 members 
Mstep: Class 5 contains 40309 members 
Mstep: Class 6 contains 17092 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 38113 members 
Mstep: Class 14 contains 15489 members 
Mstep: Class 15 contains 83630 members 
Mstep: Class 16 contains 74270 members 
Mstep: Class 17 contains 125140 members 
Mstep: Class 18 contains 2087 members 
Mstep: Class 19 contains 28970 members 
Mstep: Class 20 contains 178516 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 16249 members 
Mstep: Class 25 contains 9845 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4598 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 64000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829520.000000 Penalty: 249784.343750
Iteration 97Q: 30 clusters Score -2.268295e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 19205 members 
Mstep: Class 3 contains 35733 members 
Mstep: Class 4 contains 474444 members 
Mstep: Class 5 contains 40764 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 38102 members 
Mstep: Class 14 contains 15497 members 
Mstep: Class 15 contains 83619 members 
Mstep: Class 16 contains 74286 members 
Mstep: Class 17 contains 124414 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 29108 members 
Mstep: Class 20 contains 178530 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 9845 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4607 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830080.000000 Penalty: 249784.343750
Iteration 98Q: 30 clusters Score -2.268301e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 19201 members 
Mstep: Class 3 contains 35717 members 
Mstep: Class 4 contains 474539 members 
Mstep: Class 5 contains 41357 members 
Mstep: Class 6 contains 17110 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 38093 members 
Mstep: Class 14 contains 15496 members 
Mstep: Class 15 contains 83624 members 
Mstep: Class 16 contains 74287 members 
Mstep: Class 17 contains 123527 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 29273 members 
Mstep: Class 20 contains 178531 members 
Mstep: Class 21 contains 1123 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 9845 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4613 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829792.000000 Penalty: 249784.343750
Iteration 99Q: 30 clusters Score -2.268298e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 19193 members 
Mstep: Class 3 contains 35700 members 
Mstep: Class 4 contains 474603 members 
Mstep: Class 5 contains 42058 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 7876 members 
Mstep: Class 13 contains 38084 members 
Mstep: Class 14 contains 15483 members 
Mstep: Class 15 contains 83621 members 
Mstep: Class 16 contains 74298 members 
Mstep: Class 17 contains 122510 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 29471 members 
Mstep: Class 20 contains 178543 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4617 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830832.000000 Penalty: 249784.343750
Iteration 100F: 30 clusters Score -2.268308e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 19188 members 
Mstep: Class 3 contains 35685 members 
Mstep: Class 4 contains 474678 members 
Mstep: Class 5 contains 42911 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 7876 members 
Mstep: Class 13 contains 38081 members 
Mstep: Class 14 contains 15471 members 
Mstep: Class 15 contains 83601 members 
Mstep: Class 16 contains 74315 members 
Mstep: Class 17 contains 121287 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 29690 members 
Mstep: Class 20 contains 178551 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 16241 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 28 contains 4618 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831104.000000 Penalty: 249784.343750
Iteration 101Q: 30 clusters Score -2.268311e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 19183 members 
Mstep: Class 3 contains 35664 members 
Mstep: Class 4 contains 474777 members 
Mstep: Class 5 contains 43958 members 
Mstep: Class 6 contains 17141 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 38086 members 
Mstep: Class 14 contains 15473 members 
Mstep: Class 15 contains 83587 members 
Mstep: Class 16 contains 74333 members 
Mstep: Class 17 contains 119820 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 29893 members 
Mstep: Class 20 contains 178556 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 16245 members 
Mstep: Class 25 contains 9849 members 
Mstep: Class 26 contains 1005 members 
Mstep: Class 28 contains 4615 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831904.000000 Penalty: 249784.343750
Iteration 102Q: 30 clusters Score -2.268319e+08 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 19168 members 
Mstep: Class 3 contains 35638 members 
Mstep: Class 4 contains 474986 members 
Mstep: Class 5 contains 45124 members 
Mstep: Class 6 contains 17144 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 7879 members 
Mstep: Class 13 contains 38076 members 
Mstep: Class 14 contains 15463 members 
Mstep: Class 15 contains 83553 members 
Mstep: Class 16 contains 74342 members 
Mstep: Class 17 contains 118101 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 19 contains 30162 members 
Mstep: Class 20 contains 178574 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 9850 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 28 contains 4610 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833616.000000 Penalty: 249784.343750
Iteration 103Q: 30 clusters Score -2.268336e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 19159 members 
Mstep: Class 3 contains 35609 members 
Mstep: Class 4 contains 475157 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 17149 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 7880 members 
Mstep: Class 13 contains 38081 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 15 contains 83515 members 
Mstep: Class 16 contains 74358 members 
Mstep: Class 17 contains 116109 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 30463 members 
Mstep: Class 20 contains 178581 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 9853 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 28 contains 4610 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226834528.000000 Penalty: 249784.343750
Iteration 104Q: 30 clusters Score -2.268345e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 35572 members 
Mstep: Class 4 contains 475302 members 
Mstep: Class 5 contains 47971 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 83514 members 
Mstep: Class 16 contains 74377 members 
Mstep: Class 17 contains 114029 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 30759 members 
Mstep: Class 20 contains 178600 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 9857 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 28 contains 4613 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836384.000000 Penalty: 249784.343750
Iteration 105Q: 30 clusters Score -2.268364e+08 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 19127 members 
Mstep: Class 3 contains 35537 members 
Mstep: Class 4 contains 475378 members 
Mstep: Class 5 contains 49434 members 
Mstep: Class 6 contains 17211 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 4876 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15433 members 
Mstep: Class 15 contains 83523 members 
Mstep: Class 16 contains 74379 members 
Mstep: Class 17 contains 111933 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 31126 members 
Mstep: Class 20 contains 178607 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16212 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 28 contains 4621 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226837856.000000 Penalty: 249784.343750
Iteration 106Q: 30 clusters Score -2.268379e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 19114 members 
Mstep: Class 3 contains 35495 members 
Mstep: Class 4 contains 475418 members 
Mstep: Class 5 contains 50775 members 
Mstep: Class 6 contains 17248 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 1401 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 15429 members 
Mstep: Class 15 contains 83510 members 
Mstep: Class 16 contains 74394 members 
Mstep: Class 17 contains 110006 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 31501 members 
Mstep: Class 20 contains 178591 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16211 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4628 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226839888.000000 Penalty: 249784.343750
Iteration 107Q: 30 clusters Score -2.268399e+08 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 19099 members 
Mstep: Class 3 contains 35439 members 
Mstep: Class 4 contains 475576 members 
Mstep: Class 5 contains 51803 members 
Mstep: Class 6 contains 17284 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 38100 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 83527 members 
Mstep: Class 16 contains 74396 members 
Mstep: Class 17 contains 108232 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 31906 members 
Mstep: Class 20 contains 178585 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16208 members 
Mstep: Class 25 contains 9859 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840864.000000 Penalty: 249784.343750
Iteration 108Q: 30 clusters Score -2.268409e+08 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 19084 members 
Mstep: Class 3 contains 35389 members 
Mstep: Class 4 contains 475838 members 
Mstep: Class 5 contains 52662 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1400 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 7892 members 
Mstep: Class 13 contains 38107 members 
Mstep: Class 14 contains 15467 members 
Mstep: Class 15 contains 83522 members 
Mstep: Class 16 contains 74387 members 
Mstep: Class 17 contains 106601 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 32222 members 
Mstep: Class 20 contains 178589 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16193 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4637 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226841280.000000 Penalty: 249784.343750
Iteration 109Q: 30 clusters Score -2.268413e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 19076 members 
Mstep: Class 3 contains 35335 members 
Mstep: Class 4 contains 476032 members 
Mstep: Class 5 contains 53304 members 
Mstep: Class 6 contains 17346 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 38099 members 
Mstep: Class 14 contains 15485 members 
Mstep: Class 15 contains 83499 members 
Mstep: Class 16 contains 74396 members 
Mstep: Class 17 contains 105219 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 32574 members 
Mstep: Class 20 contains 178569 members 
Mstep: Class 21 contains 1440 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16181 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4643 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842288.000000 Penalty: 249784.343750
Iteration 110Q: 30 clusters Score -2.268423e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 19054 members 
Mstep: Class 3 contains 35309 members 
Mstep: Class 4 contains 476161 members 
Mstep: Class 5 contains 53735 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 5842 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 38105 members 
Mstep: Class 14 contains 15475 members 
Mstep: Class 15 contains 83481 members 
Mstep: Class 16 contains 74410 members 
Mstep: Class 17 contains 104188 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 32865 members 
Mstep: Class 20 contains 178568 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16175 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4648 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226843664.000000 Penalty: 249784.343750
Iteration 111Q: 30 clusters Score -2.268437e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 35282 members 
Mstep: Class 4 contains 476357 members 
Mstep: Class 5 contains 54022 members 
Mstep: Class 6 contains 17390 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 38101 members 
Mstep: Class 14 contains 15480 members 
Mstep: Class 15 contains 83453 members 
Mstep: Class 16 contains 74406 members 
Mstep: Class 17 contains 103248 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 33144 members 
Mstep: Class 20 contains 178546 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16165 members 
Mstep: Class 25 contains 9857 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4651 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226843952.000000 Penalty: 249784.343750
Iteration 112Q: 30 clusters Score -2.26844e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 19024 members 
Mstep: Class 3 contains 35252 members 
Mstep: Class 4 contains 476446 members 
Mstep: Class 5 contains 54194 members 
Mstep: Class 6 contains 17385 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 4530 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 38096 members 
Mstep: Class 14 contains 15499 members 
Mstep: Class 15 contains 83426 members 
Mstep: Class 16 contains 74419 members 
Mstep: Class 17 contains 102543 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16160 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4656 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226844544.000000 Penalty: 249784.343750
Iteration 113Q: 30 clusters Score -2.268445e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 19018 members 
Mstep: Class 3 contains 35231 members 
Mstep: Class 4 contains 476617 members 
Mstep: Class 5 contains 54266 members 
Mstep: Class 6 contains 17378 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 4530 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 38091 members 
Mstep: Class 14 contains 15517 members 
Mstep: Class 15 contains 83407 members 
Mstep: Class 16 contains 74431 members 
Mstep: Class 17 contains 101894 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 33538 members 
Mstep: Class 20 contains 178525 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16148 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4658 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226844592.000000 Penalty: 249784.343750
Iteration 114Q: 30 clusters Score -2.268446e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 19011 members 
Mstep: Class 3 contains 35214 members 
Mstep: Class 4 contains 476707 members 
Mstep: Class 5 contains 54264 members 
Mstep: Class 6 contains 17392 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 38096 members 
Mstep: Class 14 contains 15527 members 
Mstep: Class 15 contains 83387 members 
Mstep: Class 16 contains 74447 members 
Mstep: Class 17 contains 101342 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 33717 members 
Mstep: Class 20 contains 178528 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16140 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4658 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845264.000000 Penalty: 249784.343750
Iteration 115Q: 30 clusters Score -2.268453e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 19007 members 
Mstep: Class 3 contains 35200 members 
Mstep: Class 4 contains 476816 members 
Mstep: Class 5 contains 54202 members 
Mstep: Class 6 contains 17403 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 7073 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 38089 members 
Mstep: Class 14 contains 15541 members 
Mstep: Class 15 contains 83366 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 100886 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 33880 members 
Mstep: Class 20 contains 178525 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9858 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4658 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845152.000000 Penalty: 249784.343750
Iteration 116Q: 30 clusters Score -2.268452e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 19001 members 
Mstep: Class 3 contains 35196 members 
Mstep: Class 4 contains 476884 members 
Mstep: Class 5 contains 54129 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 7313 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 38085 members 
Mstep: Class 14 contains 15550 members 
Mstep: Class 15 contains 83350 members 
Mstep: Class 16 contains 74457 members 
Mstep: Class 17 contains 100522 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 34001 members 
Mstep: Class 20 contains 178521 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16145 members 
Mstep: Class 25 contains 9859 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4658 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845136.000000 Penalty: 249784.343750
Iteration 117Q: 30 clusters Score -2.268451e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 35188 members 
Mstep: Class 4 contains 476951 members 
Mstep: Class 5 contains 54036 members 
Mstep: Class 6 contains 17416 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15560 members 
Mstep: Class 15 contains 83332 members 
Mstep: Class 16 contains 74469 members 
Mstep: Class 17 contains 100182 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 34102 members 
Mstep: Class 20 contains 178522 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4657 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845328.000000 Penalty: 249784.343750
Iteration 118Q: 30 clusters Score -2.268453e+08 nChanged 1032
Entering ConstructFrom: 
Score: -226845328.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -4522967.500000 Penalty: 6238.066406
	Iteration 0F: 2 clusters Score -4522968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4502391.000000 Penalty: 12476.132812
	Iteration 0F: 3 clusters Score -4502391 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -4508200.500000 Penalty: 12476.132812
	Iteration 1F: 3 clusters Score -4508200 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4508930.000000 Penalty: 12476.132812
	Iteration 2F: 3 clusters Score -4508930 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4509582.000000 Penalty: 12476.132812
	Iteration 3F: 3 clusters Score -4509582 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4510163.500000 Penalty: 12476.132812
	Iteration 4Q: 3 clusters Score -4510164 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4510727.500000 Penalty: 12476.132812
	Iteration 5Q: 3 clusters Score -4510728 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4511256.500000 Penalty: 12476.132812
	Iteration 6Q: 3 clusters Score -4511256 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4511779.000000 Penalty: 12476.132812
	Iteration 7Q: 3 clusters Score -4511779 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4512313.000000 Penalty: 12476.132812
	Iteration 8Q: 3 clusters Score -4512313 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4512913.500000 Penalty: 12476.132812
	Iteration 9Q: 3 clusters Score -4512914 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4513486.500000 Penalty: 12476.132812
	Iteration 10Q: 3 clusters Score -4513486 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4514041.000000 Penalty: 12476.132812
	Iteration 11Q: 3 clusters Score -4514041 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4514679.500000 Penalty: 12476.132812
	Iteration 12Q: 3 clusters Score -4514680 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4515297.500000 Penalty: 12476.132812
	Iteration 13Q: 3 clusters Score -4515298 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4515940.000000 Penalty: 12476.132812
	Iteration 14Q: 3 clusters Score -4515940 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4516534.500000 Penalty: 12476.132812
	Iteration 15Q: 3 clusters Score -4516534 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4517099.500000 Penalty: 12476.132812
	Iteration 16Q: 3 clusters Score -4517100 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4517702.000000 Penalty: 12476.132812
	Iteration 17Q: 3 clusters Score -4517702 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4518293.000000 Penalty: 12476.132812
	Iteration 18Q: 3 clusters Score -4518293 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4518575.000000 Penalty: 12476.132812
	Iteration 19Q: 3 clusters Score -4518575 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4518743.000000 Penalty: 12476.132812
	Iteration 20F: 3 clusters Score -4518743 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -4518783.000000 Penalty: 12476.132812
	Iteration 21Q: 3 clusters Score -4518783 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -4518825.000000 Penalty: 12476.132812
	Iteration 22Q: 3 clusters Score -4518825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4518847.000000 Penalty: 12476.132812
	Iteration 23Q: 3 clusters Score -4518847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4518870.500000 Penalty: 12476.132812
	Iteration 24Q: 3 clusters Score -4518870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4518859.500000 Penalty: 12476.132812
	Iteration 25Q: 3 clusters Score -4518860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4518865.000000 Penalty: 12476.132812
	Iteration 26Q: 3 clusters Score -4518865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4518872.000000 Penalty: 12476.132812
	Iteration 27Q: 3 clusters Score -4518872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4518879.000000 Penalty: 12476.132812
	Iteration 28Q: 3 clusters Score -4518879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4518891.000000 Penalty: 12476.132812
	Iteration 29Q: 3 clusters Score -4518891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -4518894.000000 Penalty: 12476.132812
	Iteration 30Q: 3 clusters Score -4518894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4518896.500000 Penalty: 12476.132812
	Iteration 31Q: 3 clusters Score -4518896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4518896.500000 Penalty: 12476.132812
	Iteration 32Q: 3 clusters Score -4518896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4518899.000000 Penalty: 12476.132812
	Iteration 33Q: 3 clusters Score -4518899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4518904.000000 Penalty: 12476.132812
	Iteration 34Q: 3 clusters Score -4518904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4518902.000000 Penalty: 12476.132812
	Iteration 35Q: 3 clusters Score -4518902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4518905.000000 Penalty: 12476.132812
	Iteration 36Q: 3 clusters Score -4518905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4518906.000000 Penalty: 12476.132812
	Iteration 37Q: 3 clusters Score -4518906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -4518902.000000 Penalty: 12476.132812
	Iteration 38Q: 3 clusters Score -4518902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4518900.000000 Penalty: 12476.132812
	Iteration 39Q: 3 clusters Score -4518900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4518898.000000 Penalty: 12476.132812
	Iteration 40F: 3 clusters Score -4518898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4518904.000000 Penalty: 12476.132812
	Iteration 41Q: 3 clusters Score -4518904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4518901.500000 Penalty: 12476.132812
	Iteration 42Q: 3 clusters Score -4518902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4518901.500000 Penalty: 12476.132812
	Iteration 43Q: 3 clusters Score -4518902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4518902.500000 Penalty: 12476.132812
	Iteration 44Q: 3 clusters Score -4518902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4518900.000000 Penalty: 12476.132812
	Iteration 45Q: 3 clusters Score -4518900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -4518903.500000 Penalty: 12476.132812
	Iteration 46Q: 3 clusters Score -4518904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4518902.000000 Penalty: 12476.132812
	Iteration 47Q: 3 clusters Score -4518902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -4518906.000000 Penalty: 12476.132812
	Iteration 48Q: 3 clusters Score -4518906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4518909.000000 Penalty: 12476.132812
	Iteration 49Q: 3 clusters Score -4518909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4518909.000000 Penalty: 12476.132812
	Iteration 50F: 3 clusters Score -4518909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Entering Unmasked Estep 
Score: -3277598.250000 Penalty: 6034.179199
	Iteration 0F: 2 clusters Score -3277598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3261732.250000 Penalty: 12068.358398
	Iteration 0F: 3 clusters Score -3261732 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3266248.500000 Penalty: 12068.358398
	Iteration 1F: 3 clusters Score -3266248 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3267753.500000 Penalty: 12068.358398
	Iteration 2F: 3 clusters Score -3267754 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3269460.000000 Penalty: 12068.358398
	Iteration 3F: 3 clusters Score -3269460 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3271018.250000 Penalty: 12068.358398
	Iteration 4F: 3 clusters Score -3271018 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3272374.750000 Penalty: 12068.358398
	Iteration 5F: 3 clusters Score -3272375 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3273334.500000 Penalty: 12068.358398
	Iteration 6F: 3 clusters Score -3273334 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3273966.250000 Penalty: 12068.358398
	Iteration 7Q: 3 clusters Score -3273966 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3274425.000000 Penalty: 12068.358398
	Iteration 8Q: 3 clusters Score -3274425 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3274821.250000 Penalty: 12068.358398
	Iteration 9Q: 3 clusters Score -3274821 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3275155.000000 Penalty: 12068.358398
	Iteration 10Q: 3 clusters Score -3275155 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3275467.000000 Penalty: 12068.358398
	Iteration 11Q: 3 clusters Score -3275467 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3275796.500000 Penalty: 12068.358398
	Iteration 12Q: 3 clusters Score -3275796 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3276203.250000 Penalty: 12068.358398
	Iteration 13Q: 3 clusters Score -3276203 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3276706.000000 Penalty: 12068.358398
	Iteration 14Q: 3 clusters Score -3276706 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3277303.750000 Penalty: 12068.358398
	Iteration 15Q: 3 clusters Score -3277304 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3277831.750000 Penalty: 12068.358398
	Iteration 16Q: 3 clusters Score -3277832 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3278253.250000 Penalty: 12068.358398
	Iteration 17Q: 3 clusters Score -3278253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3278554.250000 Penalty: 12068.358398
	Iteration 18Q: 3 clusters Score -3278554 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3278694.000000 Penalty: 12068.358398
	Iteration 19Q: 3 clusters Score -3278694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3278765.500000 Penalty: 12068.358398
	Iteration 20F: 3 clusters Score -3278766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3278795.000000 Penalty: 12068.358398
	Iteration 21Q: 3 clusters Score -3278795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3278829.750000 Penalty: 12068.358398
	Iteration 22Q: 3 clusters Score -3278830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3278872.500000 Penalty: 12068.358398
	Iteration 23Q: 3 clusters Score -3278872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3278882.250000 Penalty: 12068.358398
	Iteration 24Q: 3 clusters Score -3278882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3278910.750000 Penalty: 12068.358398
	Iteration 25Q: 3 clusters Score -3278911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3278934.250000 Penalty: 12068.358398
	Iteration 26Q: 3 clusters Score -3278934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3278933.750000 Penalty: 12068.358398
	Iteration 27Q: 3 clusters Score -3278934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3278946.500000 Penalty: 12068.358398
	Iteration 28Q: 3 clusters Score -3278946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3278951.250000 Penalty: 12068.358398
	Iteration 29Q: 3 clusters Score -3278951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3278946.750000 Penalty: 12068.358398
	Iteration 30Q: 3 clusters Score -3278947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3278953.000000 Penalty: 12068.358398
	Iteration 31Q: 3 clusters Score -3278953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3278953.750000 Penalty: 12068.358398
	Iteration 32Q: 3 clusters Score -3278954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3278961.750000 Penalty: 12068.358398
	Iteration 33Q: 3 clusters Score -3278962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3278962.500000 Penalty: 12068.358398
	Iteration 34Q: 3 clusters Score -3278962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3278964.750000 Penalty: 12068.358398
	Iteration 35Q: 3 clusters Score -3278965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3278966.250000 Penalty: 12068.358398
	Iteration 36Q: 3 clusters Score -3278966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3278965.500000 Penalty: 12068.358398
	Iteration 37Q: 3 clusters Score -3278966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3278966.750000 Penalty: 12068.358398
	Iteration 38Q: 3 clusters Score -3278967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3278965.750000 Penalty: 12068.358398
	Iteration 39Q: 3 clusters Score -3278966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3278962.750000 Penalty: 12068.358398
	Iteration 40F: 3 clusters Score -3278963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3278963.750000 Penalty: 12068.358398
	Iteration 41Q: 3 clusters Score -3278964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3278961.000000 Penalty: 12068.358398
	Iteration 42Q: 3 clusters Score -3278961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3278962.250000 Penalty: 12068.358398
	Iteration 43Q: 3 clusters Score -3278962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3278964.500000 Penalty: 12068.358398
	Iteration 44Q: 3 clusters Score -3278964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3278962.750000 Penalty: 12068.358398
	Iteration 45Q: 3 clusters Score -3278963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3278962.750000 Penalty: 12068.358398
	Iteration 46F: 3 clusters Score -3278963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 13817 members 
Mstep: Class 3 contains 35180 members 
Mstep: Class 4 contains 476982 members 
Mstep: Class 5 contains 53969 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 74478 members 
Mstep: Class 17 contains 99891 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 5174 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
Score: -226843664.000000 Penalty: 258397.593750
Splitting cluster 2 changes total score from -226845328.000000 to -226843664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (35180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Entering Unmasked Estep 
Score: -6343946.500000 Penalty: 6411.792969
	Iteration 0F: 2 clusters Score -6343946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -6317921.000000 Penalty: 12823.585938
	Iteration 0F: 3 clusters Score -6317921 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -6325825.000000 Penalty: 12823.585938
	Iteration 1F: 3 clusters Score -6325825 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -6326694.000000 Penalty: 12823.585938
	Iteration 2F: 3 clusters Score -6326694 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -6327433.000000 Penalty: 12823.585938
	Iteration 3Q: 3 clusters Score -6327433 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6328057.000000 Penalty: 12823.585938
	Iteration 4Q: 3 clusters Score -6328057 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -6328736.500000 Penalty: 12823.585938
	Iteration 5Q: 3 clusters Score -6328736 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -6329430.000000 Penalty: 12823.585938
	Iteration 6Q: 3 clusters Score -6329430 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -6330167.000000 Penalty: 12823.585938
	Iteration 7Q: 3 clusters Score -6330167 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -6331119.500000 Penalty: 12823.585938
	Iteration 8Q: 3 clusters Score -6331120 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -6332214.500000 Penalty: 12823.585938
	Iteration 9Q: 3 clusters Score -6332214 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6333409.500000 Penalty: 12823.585938
	Iteration 10F: 3 clusters Score -6333410 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6334637.000000 Penalty: 12823.585938
	Iteration 11F: 3 clusters Score -6334637 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -6335689.000000 Penalty: 12823.585938
	Iteration 12Q: 3 clusters Score -6335689 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -6336453.000000 Penalty: 12823.585938
	Iteration 13Q: 3 clusters Score -6336453 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -6336972.500000 Penalty: 12823.585938
	Iteration 14Q: 3 clusters Score -6336972 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -6337377.000000 Penalty: 12823.585938
	Iteration 15Q: 3 clusters Score -6337377 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -6337666.500000 Penalty: 12823.585938
	Iteration 16Q: 3 clusters Score -6337666 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -6337903.000000 Penalty: 12823.585938
	Iteration 17Q: 3 clusters Score -6337903 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6338031.000000 Penalty: 12823.585938
	Iteration 18Q: 3 clusters Score -6338031 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -6338143.500000 Penalty: 12823.585938
	Iteration 19Q: 3 clusters Score -6338144 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -6338218.000000 Penalty: 12823.585938
	Iteration 20F: 3 clusters Score -6338218 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -6338284.000000 Penalty: 12823.585938
	Iteration 21Q: 3 clusters Score -6338284 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -6338329.000000 Penalty: 12823.585938
	Iteration 22Q: 3 clusters Score -6338329 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -6338363.000000 Penalty: 12823.585938
	Iteration 23Q: 3 clusters Score -6338363 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -6338430.500000 Penalty: 12823.585938
	Iteration 24Q: 3 clusters Score -6338430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6338452.000000 Penalty: 12823.585938
	Iteration 25Q: 3 clusters Score -6338452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -6338473.000000 Penalty: 12823.585938
	Iteration 26Q: 3 clusters Score -6338473 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -6338499.000000 Penalty: 12823.585938
	Iteration 27Q: 3 clusters Score -6338499 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -6338521.500000 Penalty: 12823.585938
	Iteration 28Q: 3 clusters Score -6338522 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -6338527.500000 Penalty: 12823.585938
	Iteration 29Q: 3 clusters Score -6338528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -6338529.500000 Penalty: 12823.585938
	Iteration 30Q: 3 clusters Score -6338530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6338538.000000 Penalty: 12823.585938
	Iteration 31Q: 3 clusters Score -6338538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -6338564.000000 Penalty: 12823.585938
	Iteration 32Q: 3 clusters Score -6338564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -6338556.500000 Penalty: 12823.585938
	Iteration 33Q: 3 clusters Score -6338556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -6338592.500000 Penalty: 12823.585938
	Iteration 34Q: 3 clusters Score -6338592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -6338606.000000 Penalty: 12823.585938
	Iteration 35Q: 3 clusters Score -6338606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -6338615.000000 Penalty: 12823.585938
	Iteration 36Q: 3 clusters Score -6338615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -6338623.500000 Penalty: 12823.585938
	Iteration 37Q: 3 clusters Score -6338624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -6338605.000000 Penalty: 12823.585938
	Iteration 38Q: 3 clusters Score -6338605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -6338621.500000 Penalty: 12823.585938
	Iteration 39Q: 3 clusters Score -6338622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -6338639.000000 Penalty: 12823.585938
	Iteration 40F: 3 clusters Score -6338639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6338641.000000 Penalty: 12823.585938
	Iteration 41Q: 3 clusters Score -6338641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -6338642.500000 Penalty: 12823.585938
	Iteration 42Q: 3 clusters Score -6338642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -6338640.500000 Penalty: 12823.585938
	Iteration 43Q: 3 clusters Score -6338640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -6338637.500000 Penalty: 12823.585938
	Iteration 44Q: 3 clusters Score -6338638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6338656.000000 Penalty: 12823.585938
	Iteration 45Q: 3 clusters Score -6338656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -6338648.500000 Penalty: 12823.585938
	Iteration 46Q: 3 clusters Score -6338648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6338635.000000 Penalty: 12823.585938
	Iteration 47Q: 3 clusters Score -6338635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -6338645.500000 Penalty: 12823.585938
	Iteration 48Q: 3 clusters Score -6338646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -6338656.500000 Penalty: 12823.585938
	Iteration 49Q: 3 clusters Score -6338656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6338655.000000 Penalty: 12823.585938
	Iteration 50Q: 3 clusters Score -6338655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -6338656.000000 Penalty: 12823.585938
	Iteration 51Q: 3 clusters Score -6338656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -6338664.500000 Penalty: 12823.585938
	Iteration 52Q: 3 clusters Score -6338664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -6338664.500000 Penalty: 12823.585938
	Iteration 53Q: 3 clusters Score -6338664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -6338665.500000 Penalty: 12823.585938
	Iteration 54Q: 3 clusters Score -6338666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -6338662.000000 Penalty: 12823.585938
	Iteration 55Q: 3 clusters Score -6338662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -6338668.000000 Penalty: 12823.585938
	Iteration 56Q: 3 clusters Score -6338668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -6338673.000000 Penalty: 12823.585938
	Iteration 57Q: 3 clusters Score -6338673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -6338681.500000 Penalty: 12823.585938
	Iteration 58Q: 3 clusters Score -6338682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -6338682.500000 Penalty: 12823.585938
	Iteration 59Q: 3 clusters Score -6338682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -6338686.000000 Penalty: 12823.585938
	Iteration 60F: 3 clusters Score -6338686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -6338686.000000 Penalty: 12823.585938
	Iteration 61Q: 3 clusters Score -6338686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -6338683.000000 Penalty: 12823.585938
	Iteration 62Q: 3 clusters Score -6338683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -6338688.500000 Penalty: 12823.585938
	Iteration 63Q: 3 clusters Score -6338688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -6338686.000000 Penalty: 12823.585938
	Iteration 64Q: 3 clusters Score -6338686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6338690.500000 Penalty: 12823.585938
	Iteration 65Q: 3 clusters Score -6338690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -6338681.500000 Penalty: 12823.585938
	Iteration 66Q: 3 clusters Score -6338682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -6338687.000000 Penalty: 12823.585938
	Iteration 67Q: 3 clusters Score -6338687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -6338692.500000 Penalty: 12823.585938
	Iteration 68Q: 3 clusters Score -6338692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -6338689.500000 Penalty: 12823.585938
	Iteration 69Q: 3 clusters Score -6338690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -6338702.000000 Penalty: 12823.585938
	Iteration 70Q: 3 clusters Score -6338702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -6338693.000000 Penalty: 12823.585938
	Iteration 71Q: 3 clusters Score -6338693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -6338692.000000 Penalty: 12823.585938
	Iteration 72Q: 3 clusters Score -6338692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -6338695.000000 Penalty: 12823.585938
	Iteration 73Q: 3 clusters Score -6338695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -6338704.000000 Penalty: 12823.585938
	Iteration 74Q: 3 clusters Score -6338704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6338696.000000 Penalty: 12823.585938
	Iteration 75Q: 3 clusters Score -6338696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -6338710.500000 Penalty: 12823.585938
	Iteration 76Q: 3 clusters Score -6338710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -6338708.500000 Penalty: 12823.585938
	Iteration 77Q: 3 clusters Score -6338708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -6338711.000000 Penalty: 12823.585938
	Iteration 78Q: 3 clusters Score -6338711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -6338714.500000 Penalty: 12823.585938
	Iteration 79Q: 3 clusters Score -6338714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -6338707.000000 Penalty: 12823.585938
	Iteration 80F: 3 clusters Score -6338707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6338707.000000 Penalty: 12823.585938
	Iteration 81Q: 3 clusters Score -6338707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -6338702.500000 Penalty: 12823.585938
	Iteration 82Q: 3 clusters Score -6338702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -6338706.000000 Penalty: 12823.585938
	Iteration 83Q: 3 clusters Score -6338706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -6338706.500000 Penalty: 12823.585938
	Iteration 84Q: 3 clusters Score -6338706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -6338711.500000 Penalty: 12823.585938
	Iteration 85Q: 3 clusters Score -6338712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -6338710.500000 Penalty: 12823.585938
	Iteration 86Q: 3 clusters Score -6338710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -6338708.000000 Penalty: 12823.585938
	Iteration 87Q: 3 clusters Score -6338708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6338714.000000 Penalty: 12823.585938
	Iteration 88Q: 3 clusters Score -6338714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6338714.000000 Penalty: 12823.585938
	Iteration 89F: 3 clusters Score -6338714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476982 members 
Entering Unmasked Estep 
Score: -86147720.000000 Penalty: 8008.581055
	Iteration 0F: 2 clusters Score -8.614772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238214 members 
Mstep: Class 2 contains 238768 members 
Entering Unmasked Estep 
Score: -85846696.000000 Penalty: 16017.162109
	Iteration 0F: 3 clusters Score -8.58467e+07 nChanged 229090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234444 members 
Mstep: Class 2 contains 242538 members 
Entering Unmasked Estep 
Score: -85982048.000000 Penalty: 16017.162109
	Iteration 1F: 3 clusters Score -8.598205e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232231 members 
Mstep: Class 2 contains 244751 members 
Entering Unmasked Estep 
Score: -85983280.000000 Penalty: 16017.162109
	Iteration 2Q: 3 clusters Score -8.598328e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228767 members 
Mstep: Class 2 contains 248215 members 
Entering Unmasked Estep 
Score: -85985016.000000 Penalty: 16017.162109
	Iteration 3Q: 3 clusters Score -8.598502e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223489 members 
Mstep: Class 2 contains 253493 members 
Entering Unmasked Estep 
Score: -85987272.000000 Penalty: 16017.162109
	Iteration 4Q: 3 clusters Score -8.598727e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 261486 members 
Entering Unmasked Estep 
Score: -85990072.000000 Penalty: 16017.162109
	Iteration 5Q: 3 clusters Score -8.599007e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203443 members 
Mstep: Class 2 contains 273539 members 
Entering Unmasked Estep 
Score: -85994280.000000 Penalty: 16017.162109
	Iteration 6Q: 3 clusters Score -8.599428e+07 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Mstep: Class 2 contains 291588 members 
Entering Unmasked Estep 
Score: -86001488.000000 Penalty: 16017.162109
	Iteration 7Q: 3 clusters Score -8.600149e+07 nChanged 26873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 318163 members 
Entering Unmasked Estep 
Score: -86016248.000000 Penalty: 16017.162109
	Iteration 8F: 3 clusters Score -8.601625e+07 nChanged 36588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122293 members 
Mstep: Class 2 contains 354689 members 
Entering Unmasked Estep 
Score: -86042952.000000 Penalty: 16017.162109
	Iteration 9F: 3 clusters Score -8.604295e+07 nChanged 43678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 398361 members 
Entering Unmasked Estep 
Score: -86082400.000000 Penalty: 16017.162109
	Iteration 10F: 3 clusters Score -8.60824e+07 nChanged 40106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 438461 members 
Entering Unmasked Estep 
Score: -86119360.000000 Penalty: 16017.162109
	Iteration 11F: 3 clusters Score -8.611936e+07 nChanged 24365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 462822 members 
Entering Unmasked Estep 
Score: -86134784.000000 Penalty: 16017.162109
	Iteration 12F: 3 clusters Score -8.613478e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 472284 members 
Entering Unmasked Estep 
Score: -86139376.000000 Penalty: 16017.162109
	Iteration 13Q: 3 clusters Score -8.613938e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 474935 members 
Entering Unmasked Estep 
Score: -86140992.000000 Penalty: 16017.162109
	Iteration 14Q: 3 clusters Score -8.614099e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 475630 members 
Entering Unmasked Estep 
Score: -86141624.000000 Penalty: 16017.162109
	Iteration 15Q: 3 clusters Score -8.614162e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 475825 members 
Entering Unmasked Estep 
Score: -86141896.000000 Penalty: 16017.162109
	Iteration 16Q: 3 clusters Score -8.61419e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 475883 members 
Entering Unmasked Estep 
Score: -86142112.000000 Penalty: 16017.162109
	Iteration 17Q: 3 clusters Score -8.614211e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 475915 members 
Entering Unmasked Estep 
Score: -86142304.000000 Penalty: 16017.162109
	Iteration 18Q: 3 clusters Score -8.61423e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 475942 members 
Entering Unmasked Estep 
Score: -86142456.000000 Penalty: 16017.162109
	Iteration 19Q: 3 clusters Score -8.614246e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 475963 members 
Entering Unmasked Estep 
Score: -86142536.000000 Penalty: 16017.162109
	Iteration 20F: 3 clusters Score -8.614254e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 475969 members 
Entering Unmasked Estep 
Score: -86142592.000000 Penalty: 16017.162109
	Iteration 21Q: 3 clusters Score -8.614259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 475970 members 
Entering Unmasked Estep 
Score: -86142712.000000 Penalty: 16017.162109
	Iteration 22Q: 3 clusters Score -8.614271e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 475977 members 
Entering Unmasked Estep 
Score: -86142776.000000 Penalty: 16017.162109
	Iteration 23Q: 3 clusters Score -8.614278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 475977 members 
Entering Unmasked Estep 
Score: -86142816.000000 Penalty: 16017.162109
	Iteration 24Q: 3 clusters Score -8.614282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 475974 members 
Entering Unmasked Estep 
Score: -86142824.000000 Penalty: 16017.162109
	Iteration 25Q: 3 clusters Score -8.614282e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 475967 members 
Entering Unmasked Estep 
Score: -86142880.000000 Penalty: 16017.162109
	Iteration 26Q: 3 clusters Score -8.614288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 475962 members 
Entering Unmasked Estep 
Score: -86142928.000000 Penalty: 16017.162109
	Iteration 27Q: 3 clusters Score -8.614293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 475951 members 
Entering Unmasked Estep 
Score: -86142936.000000 Penalty: 16017.162109
	Iteration 28Q: 3 clusters Score -8.614294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 475937 members 
Entering Unmasked Estep 
Score: -86143064.000000 Penalty: 16017.162109
	Iteration 29Q: 3 clusters Score -8.614306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 475916 members 
Entering Unmasked Estep 
Score: -86143008.000000 Penalty: 16017.162109
	Iteration 30Q: 3 clusters Score -8.614301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 475898 members 
Entering Unmasked Estep 
Score: -86143016.000000 Penalty: 16017.162109
	Iteration 31Q: 3 clusters Score -8.614302e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 475890 members 
Entering Unmasked Estep 
Score: -86143096.000000 Penalty: 16017.162109
	Iteration 32Q: 3 clusters Score -8.61431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 475880 members 
Entering Unmasked Estep 
Score: -86143072.000000 Penalty: 16017.162109
	Iteration 33Q: 3 clusters Score -8.614307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 475872 members 
Entering Unmasked Estep 
Score: -86143144.000000 Penalty: 16017.162109
	Iteration 34Q: 3 clusters Score -8.614314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 475862 members 
Entering Unmasked Estep 
Score: -86143232.000000 Penalty: 16017.162109
	Iteration 35Q: 3 clusters Score -8.614323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 475868 members 
Entering Unmasked Estep 
Score: -86143240.000000 Penalty: 16017.162109
	Iteration 36Q: 3 clusters Score -8.614324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 475869 members 
Entering Unmasked Estep 
Score: -86143272.000000 Penalty: 16017.162109
	Iteration 37Q: 3 clusters Score -8.614327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 475862 members 
Entering Unmasked Estep 
Score: -86143256.000000 Penalty: 16017.162109
	Iteration 38Q: 3 clusters Score -8.614326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 475853 members 
Entering Unmasked Estep 
Score: -86143264.000000 Penalty: 16017.162109
	Iteration 39Q: 3 clusters Score -8.614326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 475848 members 
Entering Unmasked Estep 
Score: -86143240.000000 Penalty: 16017.162109
	Iteration 40F: 3 clusters Score -8.614324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 475844 members 
Entering Unmasked Estep 
Score: -86143208.000000 Penalty: 16017.162109
	Iteration 41Q: 3 clusters Score -8.614321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 475844 members 
Entering Unmasked Estep 
Score: -86143208.000000 Penalty: 16017.162109
	Iteration 42Q: 3 clusters Score -8.614321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 475845 members 
Entering Unmasked Estep 
Score: -86143216.000000 Penalty: 16017.162109
	Iteration 43Q: 3 clusters Score -8.614322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 475843 members 
Entering Unmasked Estep 
Score: -86143224.000000 Penalty: 16017.162109
	Iteration 44Q: 3 clusters Score -8.614322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 475842 members 
Entering Unmasked Estep 
Score: -86143224.000000 Penalty: 16017.162109
	Iteration 45Q: 3 clusters Score -8.614322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 475838 members 
Entering Unmasked Estep 
Score: -86143240.000000 Penalty: 16017.162109
	Iteration 46Q: 3 clusters Score -8.614324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 475835 members 
Entering Unmasked Estep 
Score: -86143240.000000 Penalty: 16017.162109
	Iteration 47Q: 3 clusters Score -8.614324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 475830 members 
Entering Unmasked Estep 
Score: -86143200.000000 Penalty: 16017.162109
	Iteration 48Q: 3 clusters Score -8.61432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 475827 members 
Entering Unmasked Estep 
Score: -86143200.000000 Penalty: 16017.162109
	Iteration 49Q: 3 clusters Score -8.61432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 475826 members 
Entering Unmasked Estep 
Score: -86143224.000000 Penalty: 16017.162109
	Iteration 50Q: 3 clusters Score -8.614322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 475824 members 
Entering Unmasked Estep 
Score: -86143240.000000 Penalty: 16017.162109
	Iteration 51Q: 3 clusters Score -8.614324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 475824 members 
Entering Unmasked Estep 
Score: -86143240.000000 Penalty: 16017.162109
	Iteration 52F: 3 clusters Score -8.614324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Entering Unmasked Estep 
Score: -9797838.000000 Penalty: 6673.900879
	Iteration 0F: 2 clusters Score -9797838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -9759730.000000 Penalty: 13347.801758
	Iteration 0F: 3 clusters Score -9759730 nChanged 23679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -9772263.000000 Penalty: 13347.801758
	Iteration 1F: 3 clusters Score -9772263 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -9773386.000000 Penalty: 13347.801758
	Iteration 2F: 3 clusters Score -9773386 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -9774559.000000 Penalty: 13347.801758
	Iteration 3Q: 3 clusters Score -9774559 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -9775802.000000 Penalty: 13347.801758
	Iteration 4F: 3 clusters Score -9775802 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -9777462.000000 Penalty: 13347.801758
	Iteration 5F: 3 clusters Score -9777462 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -9779458.000000 Penalty: 13347.801758
	Iteration 6F: 3 clusters Score -9779458 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -9781714.000000 Penalty: 13347.801758
	Iteration 7F: 3 clusters Score -9781714 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -9784154.000000 Penalty: 13347.801758
	Iteration 8F: 3 clusters Score -9784154 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -9786438.000000 Penalty: 13347.801758
	Iteration 9F: 3 clusters Score -9786438 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -9788231.000000 Penalty: 13347.801758
	Iteration 10Q: 3 clusters Score -9788231 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -9789537.000000 Penalty: 13347.801758
	Iteration 11Q: 3 clusters Score -9789537 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -9790408.000000 Penalty: 13347.801758
	Iteration 12Q: 3 clusters Score -9790408 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -9791009.000000 Penalty: 13347.801758
	Iteration 13Q: 3 clusters Score -9791009 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -9791332.000000 Penalty: 13347.801758
	Iteration 14Q: 3 clusters Score -9791332 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -9791644.000000 Penalty: 13347.801758
	Iteration 15Q: 3 clusters Score -9791644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -9791824.000000 Penalty: 13347.801758
	Iteration 16Q: 3 clusters Score -9791824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -9791981.000000 Penalty: 13347.801758
	Iteration 17Q: 3 clusters Score -9791981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -9792099.000000 Penalty: 13347.801758
	Iteration 18Q: 3 clusters Score -9792099 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -9792201.000000 Penalty: 13347.801758
	Iteration 19Q: 3 clusters Score -9792201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -9792242.000000 Penalty: 13347.801758
	Iteration 20F: 3 clusters Score -9792242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -9792289.000000 Penalty: 13347.801758
	Iteration 21Q: 3 clusters Score -9792289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -9792283.000000 Penalty: 13347.801758
	Iteration 22Q: 3 clusters Score -9792283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -9792282.000000 Penalty: 13347.801758
	Iteration 23Q: 3 clusters Score -9792282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9792297.000000 Penalty: 13347.801758
	Iteration 24Q: 3 clusters Score -9792297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -9792317.000000 Penalty: 13347.801758
	Iteration 25Q: 3 clusters Score -9792317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -9792317.000000 Penalty: 13347.801758
	Iteration 26Q: 3 clusters Score -9792317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -9792338.000000 Penalty: 13347.801758
	Iteration 27Q: 3 clusters Score -9792338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -9792341.000000 Penalty: 13347.801758
	Iteration 28Q: 3 clusters Score -9792341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -9792366.000000 Penalty: 13347.801758
	Iteration 29Q: 3 clusters Score -9792366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -9792382.000000 Penalty: 13347.801758
	Iteration 30Q: 3 clusters Score -9792382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -9792400.000000 Penalty: 13347.801758
	Iteration 31Q: 3 clusters Score -9792400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -9792404.000000 Penalty: 13347.801758
	Iteration 32Q: 3 clusters Score -9792404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -9792408.000000 Penalty: 13347.801758
	Iteration 33Q: 3 clusters Score -9792408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -9792416.000000 Penalty: 13347.801758
	Iteration 34Q: 3 clusters Score -9792416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -9792418.000000 Penalty: 13347.801758
	Iteration 35Q: 3 clusters Score -9792418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -9792428.000000 Penalty: 13347.801758
	Iteration 36Q: 3 clusters Score -9792428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -9792430.000000 Penalty: 13347.801758
	Iteration 37Q: 3 clusters Score -9792430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -9792430.000000 Penalty: 13347.801758
	Iteration 38F: 3 clusters Score -9792430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -2958672.250000 Penalty: 5981.081055
	Iteration 0F: 2 clusters Score -2958672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2943835.750000 Penalty: 11962.162109
	Iteration 0F: 3 clusters Score -2943836 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2947625.250000 Penalty: 11962.162109
	Iteration 1F: 3 clusters Score -2947625 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2948285.000000 Penalty: 11962.162109
	Iteration 2F: 3 clusters Score -2948285 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2948726.000000 Penalty: 11962.162109
	Iteration 3F: 3 clusters Score -2948726 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2949060.000000 Penalty: 11962.162109
	Iteration 4Q: 3 clusters Score -2949060 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2949328.000000 Penalty: 11962.162109
	Iteration 5Q: 3 clusters Score -2949328 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2949521.000000 Penalty: 11962.162109
	Iteration 6Q: 3 clusters Score -2949521 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2949677.500000 Penalty: 11962.162109
	Iteration 7Q: 3 clusters Score -2949678 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2949833.000000 Penalty: 11962.162109
	Iteration 8Q: 3 clusters Score -2949833 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2950030.000000 Penalty: 11962.162109
	Iteration 9Q: 3 clusters Score -2950030 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2950224.500000 Penalty: 11962.162109
	Iteration 10Q: 3 clusters Score -2950224 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2950416.500000 Penalty: 11962.162109
	Iteration 11Q: 3 clusters Score -2950416 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2950625.500000 Penalty: 11962.162109
	Iteration 12Q: 3 clusters Score -2950626 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2950850.000000 Penalty: 11962.162109
	Iteration 13Q: 3 clusters Score -2950850 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2951070.250000 Penalty: 11962.162109
	Iteration 14Q: 3 clusters Score -2951070 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2951242.000000 Penalty: 11962.162109
	Iteration 15Q: 3 clusters Score -2951242 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2951432.000000 Penalty: 11962.162109
	Iteration 16Q: 3 clusters Score -2951432 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2951586.750000 Penalty: 11962.162109
	Iteration 17Q: 3 clusters Score -2951587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2951720.000000 Penalty: 11962.162109
	Iteration 18Q: 3 clusters Score -2951720 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2951815.750000 Penalty: 11962.162109
	Iteration 19Q: 3 clusters Score -2951816 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2951901.250000 Penalty: 11962.162109
	Iteration 20F: 3 clusters Score -2951901 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2951982.500000 Penalty: 11962.162109
	Iteration 21Q: 3 clusters Score -2951982 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2952056.500000 Penalty: 11962.162109
	Iteration 22Q: 3 clusters Score -2952056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2952121.250000 Penalty: 11962.162109
	Iteration 23Q: 3 clusters Score -2952121 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2952157.000000 Penalty: 11962.162109
	Iteration 24Q: 3 clusters Score -2952157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2952181.000000 Penalty: 11962.162109
	Iteration 25Q: 3 clusters Score -2952181 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2952220.250000 Penalty: 11962.162109
	Iteration 26Q: 3 clusters Score -2952220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2952260.250000 Penalty: 11962.162109
	Iteration 27Q: 3 clusters Score -2952260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2952305.000000 Penalty: 11962.162109
	Iteration 28Q: 3 clusters Score -2952305 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2952314.250000 Penalty: 11962.162109
	Iteration 29Q: 3 clusters Score -2952314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2952346.000000 Penalty: 11962.162109
	Iteration 30Q: 3 clusters Score -2952346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2952376.750000 Penalty: 11962.162109
	Iteration 31Q: 3 clusters Score -2952377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2952387.750000 Penalty: 11962.162109
	Iteration 32Q: 3 clusters Score -2952388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2952411.250000 Penalty: 11962.162109
	Iteration 33Q: 3 clusters Score -2952411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2952423.000000 Penalty: 11962.162109
	Iteration 34Q: 3 clusters Score -2952423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2952448.500000 Penalty: 11962.162109
	Iteration 35Q: 3 clusters Score -2952448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2952453.750000 Penalty: 11962.162109
	Iteration 36Q: 3 clusters Score -2952454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2952472.000000 Penalty: 11962.162109
	Iteration 37Q: 3 clusters Score -2952472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2952491.000000 Penalty: 11962.162109
	Iteration 38Q: 3 clusters Score -2952491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2952508.000000 Penalty: 11962.162109
	Iteration 39Q: 3 clusters Score -2952508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2952514.500000 Penalty: 11962.162109
	Iteration 40F: 3 clusters Score -2952514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2952521.250000 Penalty: 11962.162109
	Iteration 41Q: 3 clusters Score -2952521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2952526.750000 Penalty: 11962.162109
	Iteration 42Q: 3 clusters Score -2952527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2952530.750000 Penalty: 11962.162109
	Iteration 43Q: 3 clusters Score -2952531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2952542.000000 Penalty: 11962.162109
	Iteration 44Q: 3 clusters Score -2952542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2952540.500000 Penalty: 11962.162109
	Iteration 45Q: 3 clusters Score -2952540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2952545.000000 Penalty: 11962.162109
	Iteration 46Q: 3 clusters Score -2952545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2952555.500000 Penalty: 11962.162109
	Iteration 47Q: 3 clusters Score -2952556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2952555.750000 Penalty: 11962.162109
	Iteration 48Q: 3 clusters Score -2952556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2952556.500000 Penalty: 11962.162109
	Iteration 49Q: 3 clusters Score -2952556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2952553.500000 Penalty: 11962.162109
	Iteration 50Q: 3 clusters Score -2952554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2952552.750000 Penalty: 11962.162109
	Iteration 51Q: 3 clusters Score -2952553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2952553.500000 Penalty: 11962.162109
	Iteration 52Q: 3 clusters Score -2952554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2952556.750000 Penalty: 11962.162109
	Iteration 53Q: 3 clusters Score -2952557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2952558.500000 Penalty: 11962.162109
	Iteration 54Q: 3 clusters Score -2952558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2952563.000000 Penalty: 11962.162109
	Iteration 55Q: 3 clusters Score -2952563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2952555.250000 Penalty: 11962.162109
	Iteration 56Q: 3 clusters Score -2952555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2952571.750000 Penalty: 11962.162109
	Iteration 57Q: 3 clusters Score -2952572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2952571.750000 Penalty: 11962.162109
	Iteration 58Q: 3 clusters Score -2952572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2952571.750000 Penalty: 11962.162109
	Iteration 59Q: 3 clusters Score -2952572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2952573.750000 Penalty: 11962.162109
	Iteration 60F: 3 clusters Score -2952574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2952590.250000 Penalty: 11962.162109
	Iteration 61Q: 3 clusters Score -2952590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2952599.000000 Penalty: 11962.162109
	Iteration 62Q: 3 clusters Score -2952599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2952607.000000 Penalty: 11962.162109
	Iteration 63Q: 3 clusters Score -2952607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2952617.000000 Penalty: 11962.162109
	Iteration 64Q: 3 clusters Score -2952617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2952631.000000 Penalty: 11962.162109
	Iteration 65Q: 3 clusters Score -2952631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2952645.500000 Penalty: 11962.162109
	Iteration 66Q: 3 clusters Score -2952646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2952652.500000 Penalty: 11962.162109
	Iteration 67Q: 3 clusters Score -2952652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2952663.250000 Penalty: 11962.162109
	Iteration 68Q: 3 clusters Score -2952663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2952666.750000 Penalty: 11962.162109
	Iteration 69Q: 3 clusters Score -2952667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2952690.750000 Penalty: 11962.162109
	Iteration 70Q: 3 clusters Score -2952691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2952706.750000 Penalty: 11962.162109
	Iteration 71Q: 3 clusters Score -2952707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2952716.750000 Penalty: 11962.162109
	Iteration 72Q: 3 clusters Score -2952717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2952733.750000 Penalty: 11962.162109
	Iteration 73Q: 3 clusters Score -2952734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2952768.000000 Penalty: 11962.162109
	Iteration 74Q: 3 clusters Score -2952768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2952801.000000 Penalty: 11962.162109
	Iteration 75Q: 3 clusters Score -2952801 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2952855.750000 Penalty: 11962.162109
	Iteration 76Q: 3 clusters Score -2952856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2952934.750000 Penalty: 11962.162109
	Iteration 77Q: 3 clusters Score -2952935 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2953061.500000 Penalty: 11962.162109
	Iteration 78Q: 3 clusters Score -2953062 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2953261.250000 Penalty: 11962.162109
	Iteration 79Q: 3 clusters Score -2953261 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2953473.250000 Penalty: 11962.162109
	Iteration 80F: 3 clusters Score -2953473 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2953667.000000 Penalty: 11962.162109
	Iteration 81Q: 3 clusters Score -2953667 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2953804.250000 Penalty: 11962.162109
	Iteration 82Q: 3 clusters Score -2953804 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2953940.250000 Penalty: 11962.162109
	Iteration 83Q: 3 clusters Score -2953940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2954076.000000 Penalty: 11962.162109
	Iteration 84Q: 3 clusters Score -2954076 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2954229.500000 Penalty: 11962.162109
	Iteration 85Q: 3 clusters Score -2954230 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2954347.000000 Penalty: 11962.162109
	Iteration 86Q: 3 clusters Score -2954347 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2954409.250000 Penalty: 11962.162109
	Iteration 87Q: 3 clusters Score -2954409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2954481.000000 Penalty: 11962.162109
	Iteration 88Q: 3 clusters Score -2954481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2954527.750000 Penalty: 11962.162109
	Iteration 89Q: 3 clusters Score -2954528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2954566.500000 Penalty: 11962.162109
	Iteration 90Q: 3 clusters Score -2954566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2954579.500000 Penalty: 11962.162109
	Iteration 91Q: 3 clusters Score -2954580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2954612.750000 Penalty: 11962.162109
	Iteration 92Q: 3 clusters Score -2954613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2954629.750000 Penalty: 11962.162109
	Iteration 93Q: 3 clusters Score -2954630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2954646.500000 Penalty: 11962.162109
	Iteration 94Q: 3 clusters Score -2954646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2954658.500000 Penalty: 11962.162109
	Iteration 95Q: 3 clusters Score -2954658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2954665.250000 Penalty: 11962.162109
	Iteration 96Q: 3 clusters Score -2954665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2954673.000000 Penalty: 11962.162109
	Iteration 97Q: 3 clusters Score -2954673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2954680.750000 Penalty: 11962.162109
	Iteration 98Q: 3 clusters Score -2954681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2954686.250000 Penalty: 11962.162109
	Iteration 99Q: 3 clusters Score -2954686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2954697.500000 Penalty: 11962.162109
	Iteration 100F: 3 clusters Score -2954698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2954698.750000 Penalty: 11962.162109
	Iteration 101Q: 3 clusters Score -2954699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2954704.500000 Penalty: 11962.162109
	Iteration 102Q: 3 clusters Score -2954704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2954710.500000 Penalty: 11962.162109
	Iteration 103Q: 3 clusters Score -2954710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2954719.750000 Penalty: 11962.162109
	Iteration 104Q: 3 clusters Score -2954720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2954722.250000 Penalty: 11962.162109
	Iteration 105Q: 3 clusters Score -2954722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2954721.000000 Penalty: 11962.162109
	Iteration 106Q: 3 clusters Score -2954721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2954721.500000 Penalty: 11962.162109
	Iteration 107Q: 3 clusters Score -2954722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2954729.250000 Penalty: 11962.162109
	Iteration 108Q: 3 clusters Score -2954729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2954722.500000 Penalty: 11962.162109
	Iteration 109Q: 3 clusters Score -2954722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2954730.750000 Penalty: 11962.162109
	Iteration 110Q: 3 clusters Score -2954731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2954730.500000 Penalty: 11962.162109
	Iteration 111Q: 3 clusters Score -2954730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2954738.000000 Penalty: 11962.162109
	Iteration 112Q: 3 clusters Score -2954738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2954740.750000 Penalty: 11962.162109
	Iteration 113Q: 3 clusters Score -2954741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2954738.500000 Penalty: 11962.162109
	Iteration 114Q: 3 clusters Score -2954738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2954740.250000 Penalty: 11962.162109
	Iteration 115Q: 3 clusters Score -2954740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2954739.000000 Penalty: 11962.162109
	Iteration 116Q: 3 clusters Score -2954739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2954739.000000 Penalty: 11962.162109
	Iteration 117F: 3 clusters Score -2954739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -193395.750000 Penalty: 4289.377441
	Iteration 0F: 2 clusters Score -193395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -189154.062500 Penalty: 8578.754883
	Iteration 0F: 3 clusters Score -189154.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -189430.578125 Penalty: 8578.754883
	Iteration 1F: 3 clusters Score -189430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -189534.468750 Penalty: 8578.754883
	Iteration 2Q: 3 clusters Score -189534.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -189563.187500 Penalty: 8578.754883
	Iteration 3Q: 3 clusters Score -189563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -189586.171875 Penalty: 8578.754883
	Iteration 4Q: 3 clusters Score -189586.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -189609.187500 Penalty: 8578.754883
	Iteration 5Q: 3 clusters Score -189609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -189616.968750 Penalty: 8578.754883
	Iteration 6Q: 3 clusters Score -189617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -189619.968750 Penalty: 8578.754883
	Iteration 7Q: 3 clusters Score -189620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189626.875000 Penalty: 8578.754883
	Iteration 8Q: 3 clusters Score -189626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189629.343750 Penalty: 8578.754883
	Iteration 9Q: 3 clusters Score -189629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189629.343750 Penalty: 8578.754883
	Iteration 10F: 3 clusters Score -189629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -250828.062500 Penalty: 4437.963867
	Iteration 0F: 2 clusters Score -250828.1 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 678 members 
Entering Unmasked Estep 
Score: -246327.640625 Penalty: 8875.927734
	Iteration 0F: 3 clusters Score -246327.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -246735.765625 Penalty: 8875.927734
	Iteration 1F: 3 clusters Score -246735.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -246821.875000 Penalty: 8875.927734
	Iteration 2Q: 3 clusters Score -246821.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -246874.671875 Penalty: 8875.927734
	Iteration 3Q: 3 clusters Score -246874.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -246922.906250 Penalty: 8875.927734
	Iteration 4Q: 3 clusters Score -246922.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -246946.500000 Penalty: 8875.927734
	Iteration 5Q: 3 clusters Score -246946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -246964.640625 Penalty: 8875.927734
	Iteration 6Q: 3 clusters Score -246964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -246979.765625 Penalty: 8875.927734
	Iteration 7Q: 3 clusters Score -246979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -246997.109375 Penalty: 8875.927734
	Iteration 8Q: 3 clusters Score -246997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -247003.187500 Penalty: 8875.927734
	Iteration 9Q: 3 clusters Score -247003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -247005.109375 Penalty: 8875.927734
	Iteration 10Q: 3 clusters Score -247005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -247012.140625 Penalty: 8875.927734
	Iteration 11Q: 3 clusters Score -247012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -247012.140625 Penalty: 8875.927734
	Iteration 12F: 3 clusters Score -247012.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -254817.390625 Penalty: 4577.254883
	Iteration 0F: 2 clusters Score -254817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250278.812500 Penalty: 9154.509766
	Iteration 0F: 3 clusters Score -250278.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -252004.609375 Penalty: 9154.509766
	Iteration 1F: 3 clusters Score -252004.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -253417.703125 Penalty: 9154.509766
	Iteration 2F: 3 clusters Score -253417.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -254628.640625 Penalty: 9154.509766
	Iteration 3F: 3 clusters Score -254628.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -255726.546875 Penalty: 9154.509766
	Iteration 4F: 3 clusters Score -255726.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -256535.875000 Penalty: 9154.509766
	Iteration 5F: 3 clusters Score -256535.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -256955.734375 Penalty: 9154.509766
	Iteration 6Q: 3 clusters Score -256955.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -257396.375000 Penalty: 9154.509766
	Iteration 7Q: 3 clusters Score -257396.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -257731.171875 Penalty: 9154.509766
	Iteration 8Q: 3 clusters Score -257731.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -258053.718750 Penalty: 9154.509766
	Iteration 9Q: 3 clusters Score -258053.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -258250.437500 Penalty: 9154.509766
	Iteration 10Q: 3 clusters Score -258250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -258384.125000 Penalty: 9154.509766
	Iteration 11Q: 3 clusters Score -258384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -258590.750000 Penalty: 9154.509766
	Iteration 12Q: 3 clusters Score -258590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -258777.843750 Penalty: 9154.509766
	Iteration 13Q: 3 clusters Score -258777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -258985.546875 Penalty: 9154.509766
	Iteration 14Q: 3 clusters Score -258985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -259243.265625 Penalty: 9154.509766
	Iteration 15Q: 3 clusters Score -259243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -259331.718750 Penalty: 9154.509766
	Iteration 16Q: 3 clusters Score -259331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -259425.421875 Penalty: 9154.509766
	Iteration 17Q: 3 clusters Score -259425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -259425.421875 Penalty: 9154.509766
	Iteration 18F: 3 clusters Score -259425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 18991 members 
Mstep: Class 3 contains 35180 members 
Mstep: Class 4 contains 476982 members 
Mstep: Class 5 contains 53969 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 74478 members 
Mstep: Class 17 contains 99891 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 633 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
Score: -226846048.000000 Penalty: 258397.593750
Splitting cluster 9 changes total score from -226845328.000000 to -226846048.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -1400936.250000 Penalty: 5487.105957
	Iteration 0F: 2 clusters Score -1400936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1392050.500000 Penalty: 10974.211914
	Iteration 0F: 3 clusters Score -1392050 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1393666.500000 Penalty: 10974.211914
	Iteration 1F: 3 clusters Score -1393666 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1394053.875000 Penalty: 10974.211914
	Iteration 2F: 3 clusters Score -1394054 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1394260.000000 Penalty: 10974.211914
	Iteration 3Q: 3 clusters Score -1394260 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1394394.750000 Penalty: 10974.211914
	Iteration 4Q: 3 clusters Score -1394395 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1394510.125000 Penalty: 10974.211914
	Iteration 5Q: 3 clusters Score -1394510 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1394581.750000 Penalty: 10974.211914
	Iteration 6Q: 3 clusters Score -1394582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1394658.500000 Penalty: 10974.211914
	Iteration 7Q: 3 clusters Score -1394658 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1394728.250000 Penalty: 10974.211914
	Iteration 8Q: 3 clusters Score -1394728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1394794.000000 Penalty: 10974.211914
	Iteration 9Q: 3 clusters Score -1394794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1394861.125000 Penalty: 10974.211914
	Iteration 10Q: 3 clusters Score -1394861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1394910.625000 Penalty: 10974.211914
	Iteration 11Q: 3 clusters Score -1394911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1394991.250000 Penalty: 10974.211914
	Iteration 12Q: 3 clusters Score -1394991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1395057.125000 Penalty: 10974.211914
	Iteration 13Q: 3 clusters Score -1395057 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1395124.875000 Penalty: 10974.211914
	Iteration 14Q: 3 clusters Score -1395125 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1395228.625000 Penalty: 10974.211914
	Iteration 15Q: 3 clusters Score -1395229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1395344.750000 Penalty: 10974.211914
	Iteration 16Q: 3 clusters Score -1395345 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1395468.875000 Penalty: 10974.211914
	Iteration 17Q: 3 clusters Score -1395469 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1395596.750000 Penalty: 10974.211914
	Iteration 18Q: 3 clusters Score -1395597 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1395767.875000 Penalty: 10974.211914
	Iteration 19Q: 3 clusters Score -1395768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1395954.875000 Penalty: 10974.211914
	Iteration 20F: 3 clusters Score -1395955 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1396136.625000 Penalty: 10974.211914
	Iteration 21Q: 3 clusters Score -1396137 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1396292.750000 Penalty: 10974.211914
	Iteration 22Q: 3 clusters Score -1396293 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1396444.750000 Penalty: 10974.211914
	Iteration 23Q: 3 clusters Score -1396445 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1396556.750000 Penalty: 10974.211914
	Iteration 24Q: 3 clusters Score -1396557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1396652.625000 Penalty: 10974.211914
	Iteration 25Q: 3 clusters Score -1396653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1396719.375000 Penalty: 10974.211914
	Iteration 26Q: 3 clusters Score -1396719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1396758.125000 Penalty: 10974.211914
	Iteration 27Q: 3 clusters Score -1396758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1396788.875000 Penalty: 10974.211914
	Iteration 28Q: 3 clusters Score -1396789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1396806.625000 Penalty: 10974.211914
	Iteration 29Q: 3 clusters Score -1396807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1396825.125000 Penalty: 10974.211914
	Iteration 30Q: 3 clusters Score -1396825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1396841.625000 Penalty: 10974.211914
	Iteration 31Q: 3 clusters Score -1396842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1396859.500000 Penalty: 10974.211914
	Iteration 32Q: 3 clusters Score -1396860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1396870.750000 Penalty: 10974.211914
	Iteration 33Q: 3 clusters Score -1396871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1396878.125000 Penalty: 10974.211914
	Iteration 34Q: 3 clusters Score -1396878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1396876.500000 Penalty: 10974.211914
	Iteration 35Q: 3 clusters Score -1396876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1396880.375000 Penalty: 10974.211914
	Iteration 36Q: 3 clusters Score -1396880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1396877.625000 Penalty: 10974.211914
	Iteration 37Q: 3 clusters Score -1396878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1396880.000000 Penalty: 10974.211914
	Iteration 38Q: 3 clusters Score -1396880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1396879.250000 Penalty: 10974.211914
	Iteration 39Q: 3 clusters Score -1396879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1396880.750000 Penalty: 10974.211914
	Iteration 40F: 3 clusters Score -1396881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1396882.375000 Penalty: 10974.211914
	Iteration 41Q: 3 clusters Score -1396882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1396884.250000 Penalty: 10974.211914
	Iteration 42Q: 3 clusters Score -1396884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1396884.125000 Penalty: 10974.211914
	Iteration 43Q: 3 clusters Score -1396884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1396884.375000 Penalty: 10974.211914
	Iteration 44Q: 3 clusters Score -1396884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1396889.625000 Penalty: 10974.211914
	Iteration 45Q: 3 clusters Score -1396890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1396889.000000 Penalty: 10974.211914
	Iteration 46Q: 3 clusters Score -1396889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1396891.625000 Penalty: 10974.211914
	Iteration 47Q: 3 clusters Score -1396892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1396894.000000 Penalty: 10974.211914
	Iteration 48Q: 3 clusters Score -1396894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1396898.125000 Penalty: 10974.211914
	Iteration 49Q: 3 clusters Score -1396898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1396905.000000 Penalty: 10974.211914
	Iteration 50Q: 3 clusters Score -1396905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1396901.625000 Penalty: 10974.211914
	Iteration 51Q: 3 clusters Score -1396902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1396907.625000 Penalty: 10974.211914
	Iteration 52Q: 3 clusters Score -1396908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1396908.000000 Penalty: 10974.211914
	Iteration 53Q: 3 clusters Score -1396908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1396907.250000 Penalty: 10974.211914
	Iteration 54Q: 3 clusters Score -1396907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1396916.875000 Penalty: 10974.211914
	Iteration 55Q: 3 clusters Score -1396917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1396921.250000 Penalty: 10974.211914
	Iteration 56Q: 3 clusters Score -1396921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1396929.000000 Penalty: 10974.211914
	Iteration 57Q: 3 clusters Score -1396929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1396928.625000 Penalty: 10974.211914
	Iteration 58Q: 3 clusters Score -1396929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1396931.000000 Penalty: 10974.211914
	Iteration 59Q: 3 clusters Score -1396931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1396931.000000 Penalty: 10974.211914
	Iteration 60F: 3 clusters Score -1396931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -761377.250000 Penalty: 5158.072266
	Iteration 0F: 2 clusters Score -761377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -754645.937500 Penalty: 10316.144531
	Iteration 0F: 3 clusters Score -754645.9 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -755949.500000 Penalty: 10316.144531
	Iteration 1F: 3 clusters Score -755949.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -756590.500000 Penalty: 10316.144531
	Iteration 2F: 3 clusters Score -756590.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -757101.000000 Penalty: 10316.144531
	Iteration 3F: 3 clusters Score -757101 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -757568.062500 Penalty: 10316.144531
	Iteration 4F: 3 clusters Score -757568.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -757916.250000 Penalty: 10316.144531
	Iteration 5F: 3 clusters Score -757916.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -758167.062500 Penalty: 10316.144531
	Iteration 6Q: 3 clusters Score -758167.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -758336.187500 Penalty: 10316.144531
	Iteration 7Q: 3 clusters Score -758336.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -758470.937500 Penalty: 10316.144531
	Iteration 8Q: 3 clusters Score -758470.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -758586.500000 Penalty: 10316.144531
	Iteration 9Q: 3 clusters Score -758586.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -758680.062500 Penalty: 10316.144531
	Iteration 10Q: 3 clusters Score -758680.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -758731.062500 Penalty: 10316.144531
	Iteration 11Q: 3 clusters Score -758731.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -758764.750000 Penalty: 10316.144531
	Iteration 12Q: 3 clusters Score -758764.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -758792.500000 Penalty: 10316.144531
	Iteration 13Q: 3 clusters Score -758792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -758807.250000 Penalty: 10316.144531
	Iteration 14Q: 3 clusters Score -758807.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -758818.062500 Penalty: 10316.144531
	Iteration 15Q: 3 clusters Score -758818.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -758832.500000 Penalty: 10316.144531
	Iteration 16Q: 3 clusters Score -758832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -758849.000000 Penalty: 10316.144531
	Iteration 17Q: 3 clusters Score -758849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -758867.812500 Penalty: 10316.144531
	Iteration 18Q: 3 clusters Score -758867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -758888.562500 Penalty: 10316.144531
	Iteration 19Q: 3 clusters Score -758888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -758900.625000 Penalty: 10316.144531
	Iteration 20F: 3 clusters Score -758900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -758909.250000 Penalty: 10316.144531
	Iteration 21Q: 3 clusters Score -758909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -758916.437500 Penalty: 10316.144531
	Iteration 22Q: 3 clusters Score -758916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -758920.750000 Penalty: 10316.144531
	Iteration 23Q: 3 clusters Score -758920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -758925.750000 Penalty: 10316.144531
	Iteration 24Q: 3 clusters Score -758925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -758928.937500 Penalty: 10316.144531
	Iteration 25Q: 3 clusters Score -758928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -758934.125000 Penalty: 10316.144531
	Iteration 26Q: 3 clusters Score -758934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -758945.937500 Penalty: 10316.144531
	Iteration 27Q: 3 clusters Score -758945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -758960.062500 Penalty: 10316.144531
	Iteration 28Q: 3 clusters Score -758960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -758968.437500 Penalty: 10316.144531
	Iteration 29Q: 3 clusters Score -758968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -758975.187500 Penalty: 10316.144531
	Iteration 30Q: 3 clusters Score -758975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -758985.687500 Penalty: 10316.144531
	Iteration 31Q: 3 clusters Score -758985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -758990.875000 Penalty: 10316.144531
	Iteration 32Q: 3 clusters Score -758990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -758994.500000 Penalty: 10316.144531
	Iteration 33Q: 3 clusters Score -758994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -759000.062500 Penalty: 10316.144531
	Iteration 34Q: 3 clusters Score -759000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -759005.625000 Penalty: 10316.144531
	Iteration 35Q: 3 clusters Score -759005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -759006.625000 Penalty: 10316.144531
	Iteration 36Q: 3 clusters Score -759006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -759009.312500 Penalty: 10316.144531
	Iteration 37Q: 3 clusters Score -759009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -759009.312500 Penalty: 10316.144531
	Iteration 38F: 3 clusters Score -759009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -1369283.000000 Penalty: 5497.031250
	Iteration 0F: 2 clusters Score -1369283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1360312.875000 Penalty: 10994.062500
	Iteration 0F: 3 clusters Score -1360313 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1362069.125000 Penalty: 10994.062500
	Iteration 1F: 3 clusters Score -1362069 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1362478.000000 Penalty: 10994.062500
	Iteration 2F: 3 clusters Score -1362478 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1362686.375000 Penalty: 10994.062500
	Iteration 3Q: 3 clusters Score -1362686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1362807.500000 Penalty: 10994.062500
	Iteration 4Q: 3 clusters Score -1362808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1362883.750000 Penalty: 10994.062500
	Iteration 5Q: 3 clusters Score -1362884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1362953.500000 Penalty: 10994.062500
	Iteration 6Q: 3 clusters Score -1362954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1363013.250000 Penalty: 10994.062500
	Iteration 7Q: 3 clusters Score -1363013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1363055.625000 Penalty: 10994.062500
	Iteration 8Q: 3 clusters Score -1363056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1363099.250000 Penalty: 10994.062500
	Iteration 9Q: 3 clusters Score -1363099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1363130.250000 Penalty: 10994.062500
	Iteration 10Q: 3 clusters Score -1363130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1363170.875000 Penalty: 10994.062500
	Iteration 11Q: 3 clusters Score -1363171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1363228.000000 Penalty: 10994.062500
	Iteration 12Q: 3 clusters Score -1363228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1363322.375000 Penalty: 10994.062500
	Iteration 13Q: 3 clusters Score -1363322 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1363450.500000 Penalty: 10994.062500
	Iteration 14Q: 3 clusters Score -1363450 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1363591.500000 Penalty: 10994.062500
	Iteration 15Q: 3 clusters Score -1363592 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1363717.875000 Penalty: 10994.062500
	Iteration 16Q: 3 clusters Score -1363718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1363838.875000 Penalty: 10994.062500
	Iteration 17Q: 3 clusters Score -1363839 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1363974.625000 Penalty: 10994.062500
	Iteration 18Q: 3 clusters Score -1363975 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1364104.500000 Penalty: 10994.062500
	Iteration 19Q: 3 clusters Score -1364104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1364213.750000 Penalty: 10994.062500
	Iteration 20F: 3 clusters Score -1364214 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1364317.750000 Penalty: 10994.062500
	Iteration 21Q: 3 clusters Score -1364318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1364391.000000 Penalty: 10994.062500
	Iteration 22Q: 3 clusters Score -1364391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1364453.875000 Penalty: 10994.062500
	Iteration 23Q: 3 clusters Score -1364454 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1364506.125000 Penalty: 10994.062500
	Iteration 24Q: 3 clusters Score -1364506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1364563.750000 Penalty: 10994.062500
	Iteration 25Q: 3 clusters Score -1364564 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1364609.375000 Penalty: 10994.062500
	Iteration 26Q: 3 clusters Score -1364609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1364675.875000 Penalty: 10994.062500
	Iteration 27Q: 3 clusters Score -1364676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1364736.875000 Penalty: 10994.062500
	Iteration 28Q: 3 clusters Score -1364737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1364790.875000 Penalty: 10994.062500
	Iteration 29Q: 3 clusters Score -1364791 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1364856.750000 Penalty: 10994.062500
	Iteration 30Q: 3 clusters Score -1364857 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1364909.125000 Penalty: 10994.062500
	Iteration 31Q: 3 clusters Score -1364909 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1364956.500000 Penalty: 10994.062500
	Iteration 32Q: 3 clusters Score -1364956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1364991.875000 Penalty: 10994.062500
	Iteration 33Q: 3 clusters Score -1364992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1365024.250000 Penalty: 10994.062500
	Iteration 34Q: 3 clusters Score -1365024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1365049.750000 Penalty: 10994.062500
	Iteration 35Q: 3 clusters Score -1365050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1365076.125000 Penalty: 10994.062500
	Iteration 36Q: 3 clusters Score -1365076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1365098.875000 Penalty: 10994.062500
	Iteration 37Q: 3 clusters Score -1365099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1365117.875000 Penalty: 10994.062500
	Iteration 38Q: 3 clusters Score -1365118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1365135.125000 Penalty: 10994.062500
	Iteration 39Q: 3 clusters Score -1365135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1365151.125000 Penalty: 10994.062500
	Iteration 40F: 3 clusters Score -1365151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1365173.750000 Penalty: 10994.062500
	Iteration 41Q: 3 clusters Score -1365174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1365192.375000 Penalty: 10994.062500
	Iteration 42Q: 3 clusters Score -1365192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1365214.250000 Penalty: 10994.062500
	Iteration 43Q: 3 clusters Score -1365214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1365233.000000 Penalty: 10994.062500
	Iteration 44Q: 3 clusters Score -1365233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1365240.375000 Penalty: 10994.062500
	Iteration 45Q: 3 clusters Score -1365240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1365260.500000 Penalty: 10994.062500
	Iteration 46Q: 3 clusters Score -1365260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1365265.500000 Penalty: 10994.062500
	Iteration 47Q: 3 clusters Score -1365266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1365271.375000 Penalty: 10994.062500
	Iteration 48Q: 3 clusters Score -1365271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1365277.875000 Penalty: 10994.062500
	Iteration 49Q: 3 clusters Score -1365278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1365286.875000 Penalty: 10994.062500
	Iteration 50Q: 3 clusters Score -1365287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1365290.875000 Penalty: 10994.062500
	Iteration 51Q: 3 clusters Score -1365291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1365294.875000 Penalty: 10994.062500
	Iteration 52Q: 3 clusters Score -1365295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1365294.125000 Penalty: 10994.062500
	Iteration 53Q: 3 clusters Score -1365294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1365293.500000 Penalty: 10994.062500
	Iteration 54Q: 3 clusters Score -1365294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1365299.375000 Penalty: 10994.062500
	Iteration 55Q: 3 clusters Score -1365299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1365298.750000 Penalty: 10994.062500
	Iteration 56Q: 3 clusters Score -1365299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1365300.375000 Penalty: 10994.062500
	Iteration 57Q: 3 clusters Score -1365300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1365299.625000 Penalty: 10994.062500
	Iteration 58Q: 3 clusters Score -1365300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1365299.500000 Penalty: 10994.062500
	Iteration 59Q: 3 clusters Score -1365300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1365300.750000 Penalty: 10994.062500
	Iteration 60F: 3 clusters Score -1365301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1365301.750000 Penalty: 10994.062500
	Iteration 61Q: 3 clusters Score -1365302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1365301.750000 Penalty: 10994.062500
	Iteration 62F: 3 clusters Score -1365302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Entering Unmasked Estep 
Score: -6765833.000000 Penalty: 6460.357910
	Iteration 0F: 2 clusters Score -6765833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6737798.500000 Penalty: 12920.715820
	Iteration 0F: 3 clusters Score -6737798 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -6746663.500000 Penalty: 12920.715820
	Iteration 1F: 3 clusters Score -6746664 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -6747763.000000 Penalty: 12920.715820
	Iteration 2F: 3 clusters Score -6747763 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -6748653.000000 Penalty: 12920.715820
	Iteration 3F: 3 clusters Score -6748653 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6749653.500000 Penalty: 12920.715820
	Iteration 4Q: 3 clusters Score -6749654 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -6750842.000000 Penalty: 12920.715820
	Iteration 5F: 3 clusters Score -6750842 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -6752138.500000 Penalty: 12920.715820
	Iteration 6F: 3 clusters Score -6752138 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6753498.500000 Penalty: 12920.715820
	Iteration 7F: 3 clusters Score -6753498 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -6754728.000000 Penalty: 12920.715820
	Iteration 8F: 3 clusters Score -6754728 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -6755800.000000 Penalty: 12920.715820
	Iteration 9Q: 3 clusters Score -6755800 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6756683.000000 Penalty: 12920.715820
	Iteration 10Q: 3 clusters Score -6756683 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -6757306.500000 Penalty: 12920.715820
	Iteration 11Q: 3 clusters Score -6757306 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6757785.000000 Penalty: 12920.715820
	Iteration 12Q: 3 clusters Score -6757785 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6758153.000000 Penalty: 12920.715820
	Iteration 13Q: 3 clusters Score -6758153 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -6758406.000000 Penalty: 12920.715820
	Iteration 14Q: 3 clusters Score -6758406 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -6758600.500000 Penalty: 12920.715820
	Iteration 15Q: 3 clusters Score -6758600 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -6758780.500000 Penalty: 12920.715820
	Iteration 16Q: 3 clusters Score -6758780 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -6758875.000000 Penalty: 12920.715820
	Iteration 17Q: 3 clusters Score -6758875 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -6758925.500000 Penalty: 12920.715820
	Iteration 18Q: 3 clusters Score -6758926 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -6758976.000000 Penalty: 12920.715820
	Iteration 19Q: 3 clusters Score -6758976 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -6759031.500000 Penalty: 12920.715820
	Iteration 20F: 3 clusters Score -6759032 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -6759064.000000 Penalty: 12920.715820
	Iteration 21Q: 3 clusters Score -6759064 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -6759112.000000 Penalty: 12920.715820
	Iteration 22Q: 3 clusters Score -6759112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6759141.500000 Penalty: 12920.715820
	Iteration 23Q: 3 clusters Score -6759142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -6759172.500000 Penalty: 12920.715820
	Iteration 24Q: 3 clusters Score -6759172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -6759190.500000 Penalty: 12920.715820
	Iteration 25Q: 3 clusters Score -6759190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -6759207.000000 Penalty: 12920.715820
	Iteration 26Q: 3 clusters Score -6759207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -6759221.500000 Penalty: 12920.715820
	Iteration 27Q: 3 clusters Score -6759222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6759248.000000 Penalty: 12920.715820
	Iteration 28Q: 3 clusters Score -6759248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6759277.000000 Penalty: 12920.715820
	Iteration 29Q: 3 clusters Score -6759277 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -6759294.000000 Penalty: 12920.715820
	Iteration 30Q: 3 clusters Score -6759294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -6759314.000000 Penalty: 12920.715820
	Iteration 31Q: 3 clusters Score -6759314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -6759331.000000 Penalty: 12920.715820
	Iteration 32Q: 3 clusters Score -6759331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -6759355.500000 Penalty: 12920.715820
	Iteration 33Q: 3 clusters Score -6759356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -6759367.000000 Penalty: 12920.715820
	Iteration 34Q: 3 clusters Score -6759367 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6759386.000000 Penalty: 12920.715820
	Iteration 35Q: 3 clusters Score -6759386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -6759414.500000 Penalty: 12920.715820
	Iteration 36Q: 3 clusters Score -6759414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -6759406.000000 Penalty: 12920.715820
	Iteration 37Q: 3 clusters Score -6759406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -6759433.000000 Penalty: 12920.715820
	Iteration 38Q: 3 clusters Score -6759433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -6759448.500000 Penalty: 12920.715820
	Iteration 39Q: 3 clusters Score -6759448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -6759461.000000 Penalty: 12920.715820
	Iteration 40F: 3 clusters Score -6759461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -6759475.000000 Penalty: 12920.715820
	Iteration 41Q: 3 clusters Score -6759475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6759497.500000 Penalty: 12920.715820
	Iteration 42Q: 3 clusters Score -6759498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6759510.500000 Penalty: 12920.715820
	Iteration 43Q: 3 clusters Score -6759510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -6759507.500000 Penalty: 12920.715820
	Iteration 44Q: 3 clusters Score -6759508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -6759509.000000 Penalty: 12920.715820
	Iteration 45Q: 3 clusters Score -6759509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -6759523.500000 Penalty: 12920.715820
	Iteration 46Q: 3 clusters Score -6759524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -6759541.000000 Penalty: 12920.715820
	Iteration 47Q: 3 clusters Score -6759541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -6759531.000000 Penalty: 12920.715820
	Iteration 48Q: 3 clusters Score -6759531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -6759543.000000 Penalty: 12920.715820
	Iteration 49Q: 3 clusters Score -6759543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6759540.500000 Penalty: 12920.715820
	Iteration 50Q: 3 clusters Score -6759540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -6759547.000000 Penalty: 12920.715820
	Iteration 51Q: 3 clusters Score -6759547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -6759554.500000 Penalty: 12920.715820
	Iteration 52Q: 3 clusters Score -6759554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -6759554.500000 Penalty: 12920.715820
	Iteration 53Q: 3 clusters Score -6759554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -6759547.500000 Penalty: 12920.715820
	Iteration 54Q: 3 clusters Score -6759548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6759559.000000 Penalty: 12920.715820
	Iteration 55Q: 3 clusters Score -6759559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -6759567.500000 Penalty: 12920.715820
	Iteration 56Q: 3 clusters Score -6759568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -6759556.000000 Penalty: 12920.715820
	Iteration 57Q: 3 clusters Score -6759556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -6759565.500000 Penalty: 12920.715820
	Iteration 58Q: 3 clusters Score -6759566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -6759562.500000 Penalty: 12920.715820
	Iteration 59Q: 3 clusters Score -6759562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -6759568.500000 Penalty: 12920.715820
	Iteration 60F: 3 clusters Score -6759568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6759571.000000 Penalty: 12920.715820
	Iteration 61Q: 3 clusters Score -6759571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -6759584.500000 Penalty: 12920.715820
	Iteration 62Q: 3 clusters Score -6759584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -6759584.500000 Penalty: 12920.715820
	Iteration 63Q: 3 clusters Score -6759584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6759588.500000 Penalty: 12920.715820
	Iteration 64Q: 3 clusters Score -6759588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6759589.000000 Penalty: 12920.715820
	Iteration 65Q: 3 clusters Score -6759589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -6759589.000000 Penalty: 12920.715820
	Iteration 66Q: 3 clusters Score -6759589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -6759568.000000 Penalty: 12920.715820
	Iteration 67Q: 3 clusters Score -6759568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -6759580.000000 Penalty: 12920.715820
	Iteration 68Q: 3 clusters Score -6759580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -6759582.500000 Penalty: 12920.715820
	Iteration 69Q: 3 clusters Score -6759582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -6759588.000000 Penalty: 12920.715820
	Iteration 70Q: 3 clusters Score -6759588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -6759585.000000 Penalty: 12920.715820
	Iteration 71Q: 3 clusters Score -6759585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -6759575.500000 Penalty: 12920.715820
	Iteration 72Q: 3 clusters Score -6759576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -6759577.500000 Penalty: 12920.715820
	Iteration 73Q: 3 clusters Score -6759578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6759576.000000 Penalty: 12920.715820
	Iteration 74Q: 3 clusters Score -6759576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -6759581.500000 Penalty: 12920.715820
	Iteration 75Q: 3 clusters Score -6759582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -6759588.000000 Penalty: 12920.715820
	Iteration 76Q: 3 clusters Score -6759588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -6759591.500000 Penalty: 12920.715820
	Iteration 77Q: 3 clusters Score -6759592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -6759586.500000 Penalty: 12920.715820
	Iteration 78Q: 3 clusters Score -6759586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -6759595.000000 Penalty: 12920.715820
	Iteration 79Q: 3 clusters Score -6759595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -6759595.000000 Penalty: 12920.715820
	Iteration 80F: 3 clusters Score -6759595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6759597.000000 Penalty: 12920.715820
	Iteration 81Q: 3 clusters Score -6759597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -6759599.000000 Penalty: 12920.715820
	Iteration 82Q: 3 clusters Score -6759599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -6759602.500000 Penalty: 12920.715820
	Iteration 83Q: 3 clusters Score -6759602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -6759605.000000 Penalty: 12920.715820
	Iteration 84Q: 3 clusters Score -6759605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -6759600.000000 Penalty: 12920.715820
	Iteration 85Q: 3 clusters Score -6759600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -6759596.500000 Penalty: 12920.715820
	Iteration 86Q: 3 clusters Score -6759596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -6759603.000000 Penalty: 12920.715820
	Iteration 87Q: 3 clusters Score -6759603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -6759602.000000 Penalty: 12920.715820
	Iteration 88Q: 3 clusters Score -6759602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6759609.000000 Penalty: 12920.715820
	Iteration 89Q: 3 clusters Score -6759609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -6759605.000000 Penalty: 12920.715820
	Iteration 90Q: 3 clusters Score -6759605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -6759605.000000 Penalty: 12920.715820
	Iteration 91Q: 3 clusters Score -6759605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -6759606.000000 Penalty: 12920.715820
	Iteration 92Q: 3 clusters Score -6759606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -6759603.500000 Penalty: 12920.715820
	Iteration 93Q: 3 clusters Score -6759604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -6759603.500000 Penalty: 12920.715820
	Iteration 94Q: 3 clusters Score -6759604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -6759607.000000 Penalty: 12920.715820
	Iteration 95Q: 3 clusters Score -6759607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -6759607.000000 Penalty: 12920.715820
	Iteration 96F: 3 clusters Score -6759607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Entering Unmasked Estep 
Score: -2791605.000000 Penalty: 5912.328125
	Iteration 0F: 2 clusters Score -2791605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2777803.000000 Penalty: 11824.656250
	Iteration 0F: 3 clusters Score -2777803 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2781256.750000 Penalty: 11824.656250
	Iteration 1F: 3 clusters Score -2781257 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2782019.000000 Penalty: 11824.656250
	Iteration 2F: 3 clusters Score -2782019 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2782610.750000 Penalty: 11824.656250
	Iteration 3F: 3 clusters Score -2782611 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2783006.250000 Penalty: 11824.656250
	Iteration 4Q: 3 clusters Score -2783006 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2783260.250000 Penalty: 11824.656250
	Iteration 5Q: 3 clusters Score -2783260 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2783453.750000 Penalty: 11824.656250
	Iteration 6Q: 3 clusters Score -2783454 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2783612.250000 Penalty: 11824.656250
	Iteration 7Q: 3 clusters Score -2783612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2783748.500000 Penalty: 11824.656250
	Iteration 8Q: 3 clusters Score -2783748 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2783855.750000 Penalty: 11824.656250
	Iteration 9Q: 3 clusters Score -2783856 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2783956.250000 Penalty: 11824.656250
	Iteration 10Q: 3 clusters Score -2783956 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2784054.250000 Penalty: 11824.656250
	Iteration 11Q: 3 clusters Score -2784054 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2784133.250000 Penalty: 11824.656250
	Iteration 12Q: 3 clusters Score -2784133 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2784200.750000 Penalty: 11824.656250
	Iteration 13Q: 3 clusters Score -2784201 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2784266.500000 Penalty: 11824.656250
	Iteration 14Q: 3 clusters Score -2784266 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2784320.250000 Penalty: 11824.656250
	Iteration 15Q: 3 clusters Score -2784320 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2784371.500000 Penalty: 11824.656250
	Iteration 16Q: 3 clusters Score -2784372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2784426.750000 Penalty: 11824.656250
	Iteration 17Q: 3 clusters Score -2784427 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2784485.500000 Penalty: 11824.656250
	Iteration 18Q: 3 clusters Score -2784486 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2784529.000000 Penalty: 11824.656250
	Iteration 19Q: 3 clusters Score -2784529 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2784594.000000 Penalty: 11824.656250
	Iteration 20F: 3 clusters Score -2784594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2784642.250000 Penalty: 11824.656250
	Iteration 21Q: 3 clusters Score -2784642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2784699.000000 Penalty: 11824.656250
	Iteration 22Q: 3 clusters Score -2784699 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2784753.500000 Penalty: 11824.656250
	Iteration 23Q: 3 clusters Score -2784754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2784792.750000 Penalty: 11824.656250
	Iteration 24Q: 3 clusters Score -2784793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2784848.250000 Penalty: 11824.656250
	Iteration 25Q: 3 clusters Score -2784848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2784915.000000 Penalty: 11824.656250
	Iteration 26Q: 3 clusters Score -2784915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2784985.000000 Penalty: 11824.656250
	Iteration 27Q: 3 clusters Score -2784985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2785024.250000 Penalty: 11824.656250
	Iteration 28Q: 3 clusters Score -2785024 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2785086.000000 Penalty: 11824.656250
	Iteration 29Q: 3 clusters Score -2785086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2785155.750000 Penalty: 11824.656250
	Iteration 30Q: 3 clusters Score -2785156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2785194.500000 Penalty: 11824.656250
	Iteration 31Q: 3 clusters Score -2785194 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2785247.250000 Penalty: 11824.656250
	Iteration 32Q: 3 clusters Score -2785247 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2785304.750000 Penalty: 11824.656250
	Iteration 33Q: 3 clusters Score -2785305 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2785343.250000 Penalty: 11824.656250
	Iteration 34Q: 3 clusters Score -2785343 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2785389.250000 Penalty: 11824.656250
	Iteration 35Q: 3 clusters Score -2785389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2785436.250000 Penalty: 11824.656250
	Iteration 36Q: 3 clusters Score -2785436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2785464.750000 Penalty: 11824.656250
	Iteration 37Q: 3 clusters Score -2785465 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2785494.250000 Penalty: 11824.656250
	Iteration 38Q: 3 clusters Score -2785494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2785521.500000 Penalty: 11824.656250
	Iteration 39Q: 3 clusters Score -2785522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2785547.250000 Penalty: 11824.656250
	Iteration 40F: 3 clusters Score -2785547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2785587.750000 Penalty: 11824.656250
	Iteration 41Q: 3 clusters Score -2785588 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2785614.000000 Penalty: 11824.656250
	Iteration 42Q: 3 clusters Score -2785614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2785655.750000 Penalty: 11824.656250
	Iteration 43Q: 3 clusters Score -2785656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2785694.000000 Penalty: 11824.656250
	Iteration 44Q: 3 clusters Score -2785694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2785730.750000 Penalty: 11824.656250
	Iteration 45Q: 3 clusters Score -2785731 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2785771.000000 Penalty: 11824.656250
	Iteration 46Q: 3 clusters Score -2785771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2785792.750000 Penalty: 11824.656250
	Iteration 47Q: 3 clusters Score -2785793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2785840.750000 Penalty: 11824.656250
	Iteration 48Q: 3 clusters Score -2785841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2785883.000000 Penalty: 11824.656250
	Iteration 49Q: 3 clusters Score -2785883 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2785920.750000 Penalty: 11824.656250
	Iteration 50Q: 3 clusters Score -2785921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2785941.750000 Penalty: 11824.656250
	Iteration 51Q: 3 clusters Score -2785942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2785983.500000 Penalty: 11824.656250
	Iteration 52Q: 3 clusters Score -2785984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2786010.750000 Penalty: 11824.656250
	Iteration 53Q: 3 clusters Score -2786011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2786053.750000 Penalty: 11824.656250
	Iteration 54Q: 3 clusters Score -2786054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2786089.500000 Penalty: 11824.656250
	Iteration 55Q: 3 clusters Score -2786090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2786140.500000 Penalty: 11824.656250
	Iteration 56Q: 3 clusters Score -2786140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2786171.000000 Penalty: 11824.656250
	Iteration 57Q: 3 clusters Score -2786171 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2786219.000000 Penalty: 11824.656250
	Iteration 58Q: 3 clusters Score -2786219 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2786252.250000 Penalty: 11824.656250
	Iteration 59Q: 3 clusters Score -2786252 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2786301.500000 Penalty: 11824.656250
	Iteration 60F: 3 clusters Score -2786302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2786335.250000 Penalty: 11824.656250
	Iteration 61Q: 3 clusters Score -2786335 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2786382.250000 Penalty: 11824.656250
	Iteration 62Q: 3 clusters Score -2786382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2786432.250000 Penalty: 11824.656250
	Iteration 63Q: 3 clusters Score -2786432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2786480.750000 Penalty: 11824.656250
	Iteration 64Q: 3 clusters Score -2786481 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2786531.500000 Penalty: 11824.656250
	Iteration 65Q: 3 clusters Score -2786532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2786581.250000 Penalty: 11824.656250
	Iteration 66Q: 3 clusters Score -2786581 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2786625.750000 Penalty: 11824.656250
	Iteration 67Q: 3 clusters Score -2786626 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2786688.000000 Penalty: 11824.656250
	Iteration 68Q: 3 clusters Score -2786688 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2786756.500000 Penalty: 11824.656250
	Iteration 69Q: 3 clusters Score -2786756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2786826.000000 Penalty: 11824.656250
	Iteration 70Q: 3 clusters Score -2786826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2786898.500000 Penalty: 11824.656250
	Iteration 71Q: 3 clusters Score -2786898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2786981.750000 Penalty: 11824.656250
	Iteration 72Q: 3 clusters Score -2786982 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2787053.000000 Penalty: 11824.656250
	Iteration 73Q: 3 clusters Score -2787053 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2787112.500000 Penalty: 11824.656250
	Iteration 74Q: 3 clusters Score -2787112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2787148.500000 Penalty: 11824.656250
	Iteration 75Q: 3 clusters Score -2787148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2787197.500000 Penalty: 11824.656250
	Iteration 76Q: 3 clusters Score -2787198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2787261.250000 Penalty: 11824.656250
	Iteration 77Q: 3 clusters Score -2787261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2787317.500000 Penalty: 11824.656250
	Iteration 78Q: 3 clusters Score -2787318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2787350.250000 Penalty: 11824.656250
	Iteration 79Q: 3 clusters Score -2787350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2787372.000000 Penalty: 11824.656250
	Iteration 80F: 3 clusters Score -2787372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2787388.250000 Penalty: 11824.656250
	Iteration 81Q: 3 clusters Score -2787388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2787417.500000 Penalty: 11824.656250
	Iteration 82Q: 3 clusters Score -2787418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2787437.500000 Penalty: 11824.656250
	Iteration 83Q: 3 clusters Score -2787438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2787457.250000 Penalty: 11824.656250
	Iteration 84Q: 3 clusters Score -2787457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2787465.500000 Penalty: 11824.656250
	Iteration 85Q: 3 clusters Score -2787466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2787474.750000 Penalty: 11824.656250
	Iteration 86Q: 3 clusters Score -2787475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2787480.000000 Penalty: 11824.656250
	Iteration 87Q: 3 clusters Score -2787480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2787478.750000 Penalty: 11824.656250
	Iteration 88Q: 3 clusters Score -2787479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2787490.000000 Penalty: 11824.656250
	Iteration 89Q: 3 clusters Score -2787490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2787495.250000 Penalty: 11824.656250
	Iteration 90Q: 3 clusters Score -2787495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2787501.000000 Penalty: 11824.656250
	Iteration 91Q: 3 clusters Score -2787501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2787507.500000 Penalty: 11824.656250
	Iteration 92Q: 3 clusters Score -2787508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2787500.750000 Penalty: 11824.656250
	Iteration 93Q: 3 clusters Score -2787501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2787509.500000 Penalty: 11824.656250
	Iteration 94Q: 3 clusters Score -2787510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2787517.500000 Penalty: 11824.656250
	Iteration 95Q: 3 clusters Score -2787518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2787520.500000 Penalty: 11824.656250
	Iteration 96Q: 3 clusters Score -2787520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2787527.000000 Penalty: 11824.656250
	Iteration 97Q: 3 clusters Score -2787527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2787531.500000 Penalty: 11824.656250
	Iteration 98Q: 3 clusters Score -2787532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2787536.000000 Penalty: 11824.656250
	Iteration 99Q: 3 clusters Score -2787536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2787537.250000 Penalty: 11824.656250
	Iteration 100F: 3 clusters Score -2787537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2787543.750000 Penalty: 11824.656250
	Iteration 101Q: 3 clusters Score -2787544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2787546.500000 Penalty: 11824.656250
	Iteration 102Q: 3 clusters Score -2787546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2787546.750000 Penalty: 11824.656250
	Iteration 103Q: 3 clusters Score -2787547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2787548.750000 Penalty: 11824.656250
	Iteration 104Q: 3 clusters Score -2787549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2787553.000000 Penalty: 11824.656250
	Iteration 105Q: 3 clusters Score -2787553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2787555.500000 Penalty: 11824.656250
	Iteration 106Q: 3 clusters Score -2787556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2787555.500000 Penalty: 11824.656250
	Iteration 107Q: 3 clusters Score -2787556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2787556.500000 Penalty: 11824.656250
	Iteration 108Q: 3 clusters Score -2787556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2787562.500000 Penalty: 11824.656250
	Iteration 109Q: 3 clusters Score -2787562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2787561.750000 Penalty: 11824.656250
	Iteration 110Q: 3 clusters Score -2787562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2787561.000000 Penalty: 11824.656250
	Iteration 111Q: 3 clusters Score -2787561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2787563.000000 Penalty: 11824.656250
	Iteration 112Q: 3 clusters Score -2787563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2787566.250000 Penalty: 11824.656250
	Iteration 113Q: 3 clusters Score -2787566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2787569.000000 Penalty: 11824.656250
	Iteration 114Q: 3 clusters Score -2787569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2787567.750000 Penalty: 11824.656250
	Iteration 115Q: 3 clusters Score -2787568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2787568.500000 Penalty: 11824.656250
	Iteration 116Q: 3 clusters Score -2787568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2787571.250000 Penalty: 11824.656250
	Iteration 117Q: 3 clusters Score -2787571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2787571.250000 Penalty: 11824.656250
	Iteration 118F: 3 clusters Score -2787571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Entering Unmasked Estep 
Score: -14991726.000000 Penalty: 6939.896973
	Iteration 0F: 2 clusters Score -1.499173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -14934432.000000 Penalty: 13879.793945
	Iteration 0F: 3 clusters Score -1.493443e+07 nChanged 37716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -14954864.000000 Penalty: 13879.793945
	Iteration 1F: 3 clusters Score -1.495486e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -14956080.000000 Penalty: 13879.793945
	Iteration 2Q: 3 clusters Score -1.495608e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -14957067.000000 Penalty: 13879.793945
	Iteration 3Q: 3 clusters Score -1.495707e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -14958018.000000 Penalty: 13879.793945
	Iteration 4Q: 3 clusters Score -1.495802e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -14959114.000000 Penalty: 13879.793945
	Iteration 5Q: 3 clusters Score -1.495911e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -14960267.000000 Penalty: 13879.793945
	Iteration 6Q: 3 clusters Score -1.496027e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -14961381.000000 Penalty: 13879.793945
	Iteration 7Q: 3 clusters Score -1.496138e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -14962689.000000 Penalty: 13879.793945
	Iteration 8Q: 3 clusters Score -1.496269e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -14964553.000000 Penalty: 13879.793945
	Iteration 9Q: 3 clusters Score -1.496455e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -14967040.000000 Penalty: 13879.793945
	Iteration 10Q: 3 clusters Score -1.496704e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -14970417.000000 Penalty: 13879.793945
	Iteration 11F: 3 clusters Score -1.497042e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -14974724.000000 Penalty: 13879.793945
	Iteration 12F: 3 clusters Score -1.497472e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -14979036.000000 Penalty: 13879.793945
	Iteration 13F: 3 clusters Score -1.497904e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -14982291.000000 Penalty: 13879.793945
	Iteration 14Q: 3 clusters Score -1.498229e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -14984555.000000 Penalty: 13879.793945
	Iteration 15Q: 3 clusters Score -1.498456e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -14985797.000000 Penalty: 13879.793945
	Iteration 16Q: 3 clusters Score -1.49858e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14986601.000000 Penalty: 13879.793945
	Iteration 17Q: 3 clusters Score -1.49866e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -14987144.000000 Penalty: 13879.793945
	Iteration 18Q: 3 clusters Score -1.498714e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14987518.000000 Penalty: 13879.793945
	Iteration 19Q: 3 clusters Score -1.498752e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -14987726.000000 Penalty: 13879.793945
	Iteration 20F: 3 clusters Score -1.498773e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -14987848.000000 Penalty: 13879.793945
	Iteration 21Q: 3 clusters Score -1.498785e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14987911.000000 Penalty: 13879.793945
	Iteration 22Q: 3 clusters Score -1.498791e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14987939.000000 Penalty: 13879.793945
	Iteration 23Q: 3 clusters Score -1.498794e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -14987938.000000 Penalty: 13879.793945
	Iteration 24Q: 3 clusters Score -1.498794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14987935.000000 Penalty: 13879.793945
	Iteration 25Q: 3 clusters Score -1.498794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14987958.000000 Penalty: 13879.793945
	Iteration 26Q: 3 clusters Score -1.498796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14987981.000000 Penalty: 13879.793945
	Iteration 27Q: 3 clusters Score -1.498798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14987979.000000 Penalty: 13879.793945
	Iteration 28Q: 3 clusters Score -1.498798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14987982.000000 Penalty: 13879.793945
	Iteration 29Q: 3 clusters Score -1.498798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -14987992.000000 Penalty: 13879.793945
	Iteration 30Q: 3 clusters Score -1.498799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14987994.000000 Penalty: 13879.793945
	Iteration 31Q: 3 clusters Score -1.498799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14988001.000000 Penalty: 13879.793945
	Iteration 32Q: 3 clusters Score -1.4988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14988013.000000 Penalty: 13879.793945
	Iteration 33Q: 3 clusters Score -1.498801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -14988006.000000 Penalty: 13879.793945
	Iteration 34Q: 3 clusters Score -1.498801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14988016.000000 Penalty: 13879.793945
	Iteration 35Q: 3 clusters Score -1.498802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14988016.000000 Penalty: 13879.793945
	Iteration 36Q: 3 clusters Score -1.498802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14987999.000000 Penalty: 13879.793945
	Iteration 37Q: 3 clusters Score -1.4988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14988009.000000 Penalty: 13879.793945
	Iteration 38Q: 3 clusters Score -1.498801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -14988005.000000 Penalty: 13879.793945
	Iteration 39Q: 3 clusters Score -1.4988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14988008.000000 Penalty: 13879.793945
	Iteration 40F: 3 clusters Score -1.498801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Entering Unmasked Estep 
Score: -13285232.000000 Penalty: 6871.183594
	Iteration 0F: 2 clusters Score -1.328523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -13233641.000000 Penalty: 13742.367188
	Iteration 0F: 3 clusters Score -1.323364e+07 nChanged 33489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -13251520.000000 Penalty: 13742.367188
	Iteration 1F: 3 clusters Score -1.325152e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -13252362.000000 Penalty: 13742.367188
	Iteration 2Q: 3 clusters Score -1.325236e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -13252989.000000 Penalty: 13742.367188
	Iteration 3Q: 3 clusters Score -1.325299e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -13253514.000000 Penalty: 13742.367188
	Iteration 4Q: 3 clusters Score -1.325351e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -13254069.000000 Penalty: 13742.367188
	Iteration 5Q: 3 clusters Score -1.325407e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -13254497.000000 Penalty: 13742.367188
	Iteration 6Q: 3 clusters Score -1.32545e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -13255013.000000 Penalty: 13742.367188
	Iteration 7Q: 3 clusters Score -1.325501e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -13255793.000000 Penalty: 13742.367188
	Iteration 8Q: 3 clusters Score -1.325579e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -13256861.000000 Penalty: 13742.367188
	Iteration 9Q: 3 clusters Score -1.325686e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -13258300.000000 Penalty: 13742.367188
	Iteration 10Q: 3 clusters Score -1.32583e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -13260545.000000 Penalty: 13742.367188
	Iteration 11F: 3 clusters Score -1.326054e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -13263579.000000 Penalty: 13742.367188
	Iteration 12F: 3 clusters Score -1.326358e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -13267259.000000 Penalty: 13742.367188
	Iteration 13F: 3 clusters Score -1.326726e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -13270716.000000 Penalty: 13742.367188
	Iteration 14F: 3 clusters Score -1.327072e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -13273726.000000 Penalty: 13742.367188
	Iteration 15Q: 3 clusters Score -1.327373e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -13276050.000000 Penalty: 13742.367188
	Iteration 16Q: 3 clusters Score -1.327605e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -13277492.000000 Penalty: 13742.367188
	Iteration 17Q: 3 clusters Score -1.327749e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -13278267.000000 Penalty: 13742.367188
	Iteration 18Q: 3 clusters Score -1.327827e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -13278587.000000 Penalty: 13742.367188
	Iteration 19Q: 3 clusters Score -1.327859e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -13278719.000000 Penalty: 13742.367188
	Iteration 20F: 3 clusters Score -1.327872e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -13278826.000000 Penalty: 13742.367188
	Iteration 21Q: 3 clusters Score -1.327883e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -13278894.000000 Penalty: 13742.367188
	Iteration 22Q: 3 clusters Score -1.327889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -13278911.000000 Penalty: 13742.367188
	Iteration 23Q: 3 clusters Score -1.327891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -13278959.000000 Penalty: 13742.367188
	Iteration 24Q: 3 clusters Score -1.327896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -13278976.000000 Penalty: 13742.367188
	Iteration 25Q: 3 clusters Score -1.327898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -13278985.000000 Penalty: 13742.367188
	Iteration 26Q: 3 clusters Score -1.327898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -13279010.000000 Penalty: 13742.367188
	Iteration 27Q: 3 clusters Score -1.327901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -13279021.000000 Penalty: 13742.367188
	Iteration 28Q: 3 clusters Score -1.327902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -13279015.000000 Penalty: 13742.367188
	Iteration 29Q: 3 clusters Score -1.327902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -13279021.000000 Penalty: 13742.367188
	Iteration 30Q: 3 clusters Score -1.327902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -13279019.000000 Penalty: 13742.367188
	Iteration 31Q: 3 clusters Score -1.327902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -13279031.000000 Penalty: 13742.367188
	Iteration 32Q: 3 clusters Score -1.327903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -13279037.000000 Penalty: 13742.367188
	Iteration 33Q: 3 clusters Score -1.327904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -13279050.000000 Penalty: 13742.367188
	Iteration 34Q: 3 clusters Score -1.327905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -13279066.000000 Penalty: 13742.367188
	Iteration 35Q: 3 clusters Score -1.327907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -13279071.000000 Penalty: 13742.367188
	Iteration 36Q: 3 clusters Score -1.327907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -13279063.000000 Penalty: 13742.367188
	Iteration 37Q: 3 clusters Score -1.327906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -13279084.000000 Penalty: 13742.367188
	Iteration 38Q: 3 clusters Score -1.327908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -13279081.000000 Penalty: 13742.367188
	Iteration 39Q: 3 clusters Score -1.327908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -13279083.000000 Penalty: 13742.367188
	Iteration 40F: 3 clusters Score -1.327908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -13279092.000000 Penalty: 13742.367188
	Iteration 41Q: 3 clusters Score -1.327909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -13279094.000000 Penalty: 13742.367188
	Iteration 42Q: 3 clusters Score -1.327909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -13279087.000000 Penalty: 13742.367188
	Iteration 43Q: 3 clusters Score -1.327909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -13279105.000000 Penalty: 13742.367188
	Iteration 44Q: 3 clusters Score -1.32791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -13279105.000000 Penalty: 13742.367188
	Iteration 45F: 3 clusters Score -1.32791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Entering Unmasked Estep 
Score: -18226208.000000 Penalty: 7050.999023
	Iteration 0F: 2 clusters Score -1.822621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -18157836.000000 Penalty: 14101.998047
	Iteration 0F: 3 clusters Score -1.815784e+07 nChanged 45768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -18183002.000000 Penalty: 14101.998047
	Iteration 1F: 3 clusters Score -1.8183e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -18184102.000000 Penalty: 14101.998047
	Iteration 2Q: 3 clusters Score -1.81841e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -18185106.000000 Penalty: 14101.998047
	Iteration 3Q: 3 clusters Score -1.818511e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -18186030.000000 Penalty: 14101.998047
	Iteration 4Q: 3 clusters Score -1.818603e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -18187090.000000 Penalty: 14101.998047
	Iteration 5Q: 3 clusters Score -1.818709e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -18188336.000000 Penalty: 14101.998047
	Iteration 6Q: 3 clusters Score -1.818834e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -18189900.000000 Penalty: 14101.998047
	Iteration 7Q: 3 clusters Score -1.81899e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -18191894.000000 Penalty: 14101.998047
	Iteration 8Q: 3 clusters Score -1.819189e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -18193978.000000 Penalty: 14101.998047
	Iteration 9Q: 3 clusters Score -1.819398e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -18196244.000000 Penalty: 14101.998047
	Iteration 10Q: 3 clusters Score -1.819624e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -18198650.000000 Penalty: 14101.998047
	Iteration 11Q: 3 clusters Score -1.819865e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -18200738.000000 Penalty: 14101.998047
	Iteration 12Q: 3 clusters Score -1.820074e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -18202756.000000 Penalty: 14101.998047
	Iteration 13Q: 3 clusters Score -1.820276e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -18204992.000000 Penalty: 14101.998047
	Iteration 14Q: 3 clusters Score -1.820499e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -18207476.000000 Penalty: 14101.998047
	Iteration 15Q: 3 clusters Score -1.820748e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -18210524.000000 Penalty: 14101.998047
	Iteration 16Q: 3 clusters Score -1.821052e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -18214056.000000 Penalty: 14101.998047
	Iteration 17Q: 3 clusters Score -1.821406e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -18217256.000000 Penalty: 14101.998047
	Iteration 18Q: 3 clusters Score -1.821726e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -18219892.000000 Penalty: 14101.998047
	Iteration 19Q: 3 clusters Score -1.821989e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -18221622.000000 Penalty: 14101.998047
	Iteration 20F: 3 clusters Score -1.822162e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -18222600.000000 Penalty: 14101.998047
	Iteration 21Q: 3 clusters Score -1.82226e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -18223020.000000 Penalty: 14101.998047
	Iteration 22Q: 3 clusters Score -1.822302e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -18223350.000000 Penalty: 14101.998047
	Iteration 23Q: 3 clusters Score -1.822335e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -18223524.000000 Penalty: 14101.998047
	Iteration 24Q: 3 clusters Score -1.822352e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -18223620.000000 Penalty: 14101.998047
	Iteration 25Q: 3 clusters Score -1.822362e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -18223622.000000 Penalty: 14101.998047
	Iteration 26Q: 3 clusters Score -1.822362e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -18223666.000000 Penalty: 14101.998047
	Iteration 27Q: 3 clusters Score -1.822367e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -18223674.000000 Penalty: 14101.998047
	Iteration 28Q: 3 clusters Score -1.822367e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -18223730.000000 Penalty: 14101.998047
	Iteration 29Q: 3 clusters Score -1.822373e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -18223710.000000 Penalty: 14101.998047
	Iteration 30Q: 3 clusters Score -1.822371e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -18223712.000000 Penalty: 14101.998047
	Iteration 31Q: 3 clusters Score -1.822371e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -18223752.000000 Penalty: 14101.998047
	Iteration 32Q: 3 clusters Score -1.822375e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -18223736.000000 Penalty: 14101.998047
	Iteration 33Q: 3 clusters Score -1.822374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -18223756.000000 Penalty: 14101.998047
	Iteration 34Q: 3 clusters Score -1.822376e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -18223790.000000 Penalty: 14101.998047
	Iteration 35Q: 3 clusters Score -1.822379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -18223804.000000 Penalty: 14101.998047
	Iteration 36Q: 3 clusters Score -1.82238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -18223816.000000 Penalty: 14101.998047
	Iteration 37Q: 3 clusters Score -1.822382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -18223818.000000 Penalty: 14101.998047
	Iteration 38Q: 3 clusters Score -1.822382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -18223824.000000 Penalty: 14101.998047
	Iteration 39Q: 3 clusters Score -1.822382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -18223820.000000 Penalty: 14101.998047
	Iteration 40F: 3 clusters Score -1.822382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -18223810.000000 Penalty: 14101.998047
	Iteration 41Q: 3 clusters Score -1.822381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -18223808.000000 Penalty: 14101.998047
	Iteration 42Q: 3 clusters Score -1.822381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -18223806.000000 Penalty: 14101.998047
	Iteration 43Q: 3 clusters Score -1.822381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -18223812.000000 Penalty: 14101.998047
	Iteration 44Q: 3 clusters Score -1.822381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -18223824.000000 Penalty: 14101.998047
	Iteration 45Q: 3 clusters Score -1.822382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -18223820.000000 Penalty: 14101.998047
	Iteration 46Q: 3 clusters Score -1.822382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -18223816.000000 Penalty: 14101.998047
	Iteration 47Q: 3 clusters Score -1.822382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -18223816.000000 Penalty: 14101.998047
	Iteration 48F: 3 clusters Score -1.822382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -350940.656250 Penalty: 4686.020020
	Iteration 0F: 2 clusters Score -350940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -345915.000000 Penalty: 9372.040039
	Iteration 0F: 3 clusters Score -345915 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -346528.406250 Penalty: 9372.040039
	Iteration 1F: 3 clusters Score -346528.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -346718.875000 Penalty: 9372.040039
	Iteration 2F: 3 clusters Score -346718.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346810.406250 Penalty: 9372.040039
	Iteration 3Q: 3 clusters Score -346810.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -346852.312500 Penalty: 9372.040039
	Iteration 4Q: 3 clusters Score -346852.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346887.593750 Penalty: 9372.040039
	Iteration 5Q: 3 clusters Score -346887.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346906.125000 Penalty: 9372.040039
	Iteration 6Q: 3 clusters Score -346906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -346916.718750 Penalty: 9372.040039
	Iteration 7Q: 3 clusters Score -346916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -346930.593750 Penalty: 9372.040039
	Iteration 8Q: 3 clusters Score -346930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -346939.625000 Penalty: 9372.040039
	Iteration 9Q: 3 clusters Score -346939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346945.625000 Penalty: 9372.040039
	Iteration 10Q: 3 clusters Score -346945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346945.875000 Penalty: 9372.040039
	Iteration 11Q: 3 clusters Score -346945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -346947.968750 Penalty: 9372.040039
	Iteration 12Q: 3 clusters Score -346948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -346950.187500 Penalty: 9372.040039
	Iteration 13Q: 3 clusters Score -346950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -346952.312500 Penalty: 9372.040039
	Iteration 14Q: 3 clusters Score -346952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -346953.531250 Penalty: 9372.040039
	Iteration 15Q: 3 clusters Score -346953.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -346953.531250 Penalty: 9372.040039
	Iteration 16F: 3 clusters Score -346953.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Entering Unmasked Estep 
Score: -6203246.000000 Penalty: 6394.309082
	Iteration 0F: 2 clusters Score -6203246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -6177744.500000 Penalty: 12788.618164
	Iteration 0F: 3 clusters Score -6177744 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -6185275.500000 Penalty: 12788.618164
	Iteration 1F: 3 clusters Score -6185276 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -6186134.000000 Penalty: 12788.618164
	Iteration 2F: 3 clusters Score -6186134 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -6186734.500000 Penalty: 12788.618164
	Iteration 3Q: 3 clusters Score -6186734 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -6187280.500000 Penalty: 12788.618164
	Iteration 4Q: 3 clusters Score -6187280 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -6187749.500000 Penalty: 12788.618164
	Iteration 5Q: 3 clusters Score -6187750 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -6188170.000000 Penalty: 12788.618164
	Iteration 6Q: 3 clusters Score -6188170 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -6188640.000000 Penalty: 12788.618164
	Iteration 7Q: 3 clusters Score -6188640 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -6189126.000000 Penalty: 12788.618164
	Iteration 8Q: 3 clusters Score -6189126 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -6189649.000000 Penalty: 12788.618164
	Iteration 9Q: 3 clusters Score -6189649 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -6190203.500000 Penalty: 12788.618164
	Iteration 10Q: 3 clusters Score -6190204 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6190807.000000 Penalty: 12788.618164
	Iteration 11Q: 3 clusters Score -6190807 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -6191355.500000 Penalty: 12788.618164
	Iteration 12Q: 3 clusters Score -6191356 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -6192035.000000 Penalty: 12788.618164
	Iteration 13Q: 3 clusters Score -6192035 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6192731.500000 Penalty: 12788.618164
	Iteration 14Q: 3 clusters Score -6192732 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6193554.500000 Penalty: 12788.618164
	Iteration 15Q: 3 clusters Score -6193554 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -6194258.500000 Penalty: 12788.618164
	Iteration 16Q: 3 clusters Score -6194258 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -6194876.000000 Penalty: 12788.618164
	Iteration 17Q: 3 clusters Score -6194876 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -6195359.500000 Penalty: 12788.618164
	Iteration 18Q: 3 clusters Score -6195360 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -6195789.500000 Penalty: 12788.618164
	Iteration 19Q: 3 clusters Score -6195790 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -6196169.000000 Penalty: 12788.618164
	Iteration 20F: 3 clusters Score -6196169 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6196575.500000 Penalty: 12788.618164
	Iteration 21Q: 3 clusters Score -6196576 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -6197028.500000 Penalty: 12788.618164
	Iteration 22Q: 3 clusters Score -6197028 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -6197591.500000 Penalty: 12788.618164
	Iteration 23Q: 3 clusters Score -6197592 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -6198253.000000 Penalty: 12788.618164
	Iteration 24Q: 3 clusters Score -6198253 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -6198857.500000 Penalty: 12788.618164
	Iteration 25Q: 3 clusters Score -6198858 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -6199327.500000 Penalty: 12788.618164
	Iteration 26Q: 3 clusters Score -6199328 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6199549.500000 Penalty: 12788.618164
	Iteration 27Q: 3 clusters Score -6199550 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -6199663.000000 Penalty: 12788.618164
	Iteration 28Q: 3 clusters Score -6199663 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -6199759.500000 Penalty: 12788.618164
	Iteration 29Q: 3 clusters Score -6199760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6199792.000000 Penalty: 12788.618164
	Iteration 30Q: 3 clusters Score -6199792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6199823.000000 Penalty: 12788.618164
	Iteration 31Q: 3 clusters Score -6199823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -6199863.500000 Penalty: 12788.618164
	Iteration 32Q: 3 clusters Score -6199864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6199885.000000 Penalty: 12788.618164
	Iteration 33Q: 3 clusters Score -6199885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -6199895.500000 Penalty: 12788.618164
	Iteration 34Q: 3 clusters Score -6199896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -6199912.500000 Penalty: 12788.618164
	Iteration 35Q: 3 clusters Score -6199912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6199926.000000 Penalty: 12788.618164
	Iteration 36Q: 3 clusters Score -6199926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -6199924.500000 Penalty: 12788.618164
	Iteration 37Q: 3 clusters Score -6199924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -6199921.500000 Penalty: 12788.618164
	Iteration 38Q: 3 clusters Score -6199922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6199923.500000 Penalty: 12788.618164
	Iteration 39Q: 3 clusters Score -6199924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6199933.500000 Penalty: 12788.618164
	Iteration 40F: 3 clusters Score -6199934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -6199932.000000 Penalty: 12788.618164
	Iteration 41Q: 3 clusters Score -6199932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6199934.500000 Penalty: 12788.618164
	Iteration 42Q: 3 clusters Score -6199934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -6199943.000000 Penalty: 12788.618164
	Iteration 43Q: 3 clusters Score -6199943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -6199951.000000 Penalty: 12788.618164
	Iteration 44Q: 3 clusters Score -6199951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -6199958.500000 Penalty: 12788.618164
	Iteration 45Q: 3 clusters Score -6199958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -6199967.500000 Penalty: 12788.618164
	Iteration 46Q: 3 clusters Score -6199968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6199967.000000 Penalty: 12788.618164
	Iteration 47Q: 3 clusters Score -6199967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -6199968.000000 Penalty: 12788.618164
	Iteration 48Q: 3 clusters Score -6199968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -6199978.500000 Penalty: 12788.618164
	Iteration 49Q: 3 clusters Score -6199978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -6199967.000000 Penalty: 12788.618164
	Iteration 50Q: 3 clusters Score -6199967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6199976.000000 Penalty: 12788.618164
	Iteration 51Q: 3 clusters Score -6199976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -6199980.500000 Penalty: 12788.618164
	Iteration 52Q: 3 clusters Score -6199980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6199990.000000 Penalty: 12788.618164
	Iteration 53Q: 3 clusters Score -6199990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -6199987.500000 Penalty: 12788.618164
	Iteration 54Q: 3 clusters Score -6199988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -6199990.500000 Penalty: 12788.618164
	Iteration 55Q: 3 clusters Score -6199990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -6199990.500000 Penalty: 12788.618164
	Iteration 56F: 3 clusters Score -6199990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178527 members 
Entering Unmasked Estep 
Score: -32194720.000000 Penalty: 7406.653320
	Iteration 0F: 2 clusters Score -3.219472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -32074892.000000 Penalty: 14813.306641
	Iteration 0F: 3 clusters Score -3.207489e+07 nChanged 83663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -32121568.000000 Penalty: 14813.306641
	Iteration 1F: 3 clusters Score -3.212157e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -32123022.000000 Penalty: 14813.306641
	Iteration 2Q: 3 clusters Score -3.212302e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -32124688.000000 Penalty: 14813.306641
	Iteration 3Q: 3 clusters Score -3.212469e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -32127160.000000 Penalty: 14813.306641
	Iteration 4Q: 3 clusters Score -3.212716e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -32131272.000000 Penalty: 14813.306641
	Iteration 5Q: 3 clusters Score -3.213127e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -32138176.000000 Penalty: 14813.306641
	Iteration 6F: 3 clusters Score -3.213818e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133380 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -32148870.000000 Penalty: 14813.306641
	Iteration 7F: 3 clusters Score -3.214887e+07 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147333 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -32161700.000000 Penalty: 14813.306641
	Iteration 8F: 3 clusters Score -3.21617e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159246 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -32172420.000000 Penalty: 14813.306641
	Iteration 9F: 3 clusters Score -3.217242e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167627 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -32179610.000000 Penalty: 14813.306641
	Iteration 10Q: 3 clusters Score -3.217961e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -32183542.000000 Penalty: 14813.306641
	Iteration 11Q: 3 clusters Score -3.218354e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -32185662.000000 Penalty: 14813.306641
	Iteration 12Q: 3 clusters Score -3.218566e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176374 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -32186856.000000 Penalty: 14813.306641
	Iteration 13Q: 3 clusters Score -3.218686e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176938 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -32187500.000000 Penalty: 14813.306641
	Iteration 14Q: 3 clusters Score -3.21875e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -32187802.000000 Penalty: 14813.306641
	Iteration 15Q: 3 clusters Score -3.21878e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177376 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -32187922.000000 Penalty: 14813.306641
	Iteration 16Q: 3 clusters Score -3.218792e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177474 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -32188048.000000 Penalty: 14813.306641
	Iteration 17Q: 3 clusters Score -3.218805e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177535 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -32188146.000000 Penalty: 14813.306641
	Iteration 18Q: 3 clusters Score -3.218815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177570 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -32188178.000000 Penalty: 14813.306641
	Iteration 19Q: 3 clusters Score -3.218818e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177600 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -32188200.000000 Penalty: 14813.306641
	Iteration 20F: 3 clusters Score -3.21882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177616 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -32188252.000000 Penalty: 14813.306641
	Iteration 21Q: 3 clusters Score -3.218825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -32188262.000000 Penalty: 14813.306641
	Iteration 22Q: 3 clusters Score -3.218826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177635 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -32188286.000000 Penalty: 14813.306641
	Iteration 23Q: 3 clusters Score -3.218829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -32188276.000000 Penalty: 14813.306641
	Iteration 24Q: 3 clusters Score -3.218828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177646 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -32188304.000000 Penalty: 14813.306641
	Iteration 25Q: 3 clusters Score -3.21883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -32188296.000000 Penalty: 14813.306641
	Iteration 26Q: 3 clusters Score -3.21883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -32188314.000000 Penalty: 14813.306641
	Iteration 27Q: 3 clusters Score -3.218831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177659 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -32188316.000000 Penalty: 14813.306641
	Iteration 28Q: 3 clusters Score -3.218832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -32188316.000000 Penalty: 14813.306641
	Iteration 29Q: 3 clusters Score -3.218832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177657 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -32188310.000000 Penalty: 14813.306641
	Iteration 30Q: 3 clusters Score -3.218831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177657 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -32188310.000000 Penalty: 14813.306641
	Iteration 31F: 3 clusters Score -3.218831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -234735.125000 Penalty: 4463.211914
	Iteration 0F: 2 clusters Score -234735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -230237.984375 Penalty: 8926.423828
	Iteration 0F: 3 clusters Score -230238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -230785.500000 Penalty: 8926.423828
	Iteration 1F: 3 clusters Score -230785.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -231050.187500 Penalty: 8926.423828
	Iteration 2F: 3 clusters Score -231050.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -231304.531250 Penalty: 8926.423828
	Iteration 3Q: 3 clusters Score -231304.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -231620.625000 Penalty: 8926.423828
	Iteration 4Q: 3 clusters Score -231620.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -231956.343750 Penalty: 8926.423828
	Iteration 5F: 3 clusters Score -231956.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -232341.437500 Penalty: 8926.423828
	Iteration 6F: 3 clusters Score -232341.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -232787.265625 Penalty: 8926.423828
	Iteration 7F: 3 clusters Score -232787.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -233130.828125 Penalty: 8926.423828
	Iteration 8F: 3 clusters Score -233130.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -233395.531250 Penalty: 8926.423828
	Iteration 9Q: 3 clusters Score -233395.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -233568.171875 Penalty: 8926.423828
	Iteration 10Q: 3 clusters Score -233568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -233627.937500 Penalty: 8926.423828
	Iteration 11Q: 3 clusters Score -233627.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -233723.671875 Penalty: 8926.423828
	Iteration 12Q: 3 clusters Score -233723.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -233777.968750 Penalty: 8926.423828
	Iteration 13Q: 3 clusters Score -233778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233802.968750 Penalty: 8926.423828
	Iteration 14Q: 3 clusters Score -233803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233803.531250 Penalty: 8926.423828
	Iteration 15F: 3 clusters Score -233803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -233814.859375 Penalty: 8926.423828
	Iteration 16Q: 3 clusters Score -233814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -233842.078125 Penalty: 8926.423828
	Iteration 17Q: 3 clusters Score -233842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -233852.609375 Penalty: 8926.423828
	Iteration 18Q: 3 clusters Score -233852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -233854.109375 Penalty: 8926.423828
	Iteration 19Q: 3 clusters Score -233854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -233854.109375 Penalty: 8926.423828
	Iteration 20F: 3 clusters Score -233854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -96599.851562 Penalty: 3953.809326
	Iteration 0F: 2 clusters Score -96599.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93190.609375 Penalty: 7907.618652
	Iteration 0F: 3 clusters Score -93190.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93430.890625 Penalty: 7907.618652
	Iteration 1F: 3 clusters Score -93430.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93554.843750 Penalty: 7907.618652
	Iteration 2Q: 3 clusters Score -93554.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93631.250000 Penalty: 7907.618652
	Iteration 3Q: 3 clusters Score -93631.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93721.976562 Penalty: 7907.618652
	Iteration 4Q: 3 clusters Score -93721.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93824.429688 Penalty: 7907.618652
	Iteration 5Q: 3 clusters Score -93824.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93866.460938 Penalty: 7907.618652
	Iteration 6Q: 3 clusters Score -93866.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93895.437500 Penalty: 7907.618652
	Iteration 7Q: 3 clusters Score -93895.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93913.390625 Penalty: 7907.618652
	Iteration 8Q: 3 clusters Score -93913.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93918.242188 Penalty: 7907.618652
	Iteration 9Q: 3 clusters Score -93918.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93918.242188 Penalty: 7907.618652
	Iteration 10F: 3 clusters Score -93918.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -131420.578125 Penalty: 4175.250488
	Iteration 0F: 2 clusters Score -131420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127688.460938 Penalty: 8350.500977
	Iteration 0F: 3 clusters Score -127688.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128237.820312 Penalty: 8350.500977
	Iteration 1F: 3 clusters Score -128237.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -128488.671875 Penalty: 8350.500977
	Iteration 2F: 3 clusters Score -128488.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128691.015625 Penalty: 8350.500977
	Iteration 3Q: 3 clusters Score -128691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128739.585938 Penalty: 8350.500977
	Iteration 4Q: 3 clusters Score -128739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128782.960938 Penalty: 8350.500977
	Iteration 5Q: 3 clusters Score -128783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128801.890625 Penalty: 8350.500977
	Iteration 6Q: 3 clusters Score -128801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128820.539062 Penalty: 8350.500977
	Iteration 7Q: 3 clusters Score -128820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128826.460938 Penalty: 8350.500977
	Iteration 8Q: 3 clusters Score -128826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128839.015625 Penalty: 8350.500977
	Iteration 9Q: 3 clusters Score -128839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128840.312500 Penalty: 8350.500977
	Iteration 10Q: 3 clusters Score -128840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128842.562500 Penalty: 8350.500977
	Iteration 11F: 3 clusters Score -128842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128859.492188 Penalty: 8350.500977
	Iteration 12Q: 3 clusters Score -128859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128866.500000 Penalty: 8350.500977
	Iteration 13Q: 3 clusters Score -128866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128871.851562 Penalty: 8350.500977
	Iteration 14Q: 3 clusters Score -128871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128876.625000 Penalty: 8350.500977
	Iteration 15Q: 3 clusters Score -128876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128909.687500 Penalty: 8350.500977
	Iteration 16Q: 3 clusters Score -128909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128925.656250 Penalty: 8350.500977
	Iteration 17Q: 3 clusters Score -128925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128940.007812 Penalty: 8350.500977
	Iteration 18Q: 3 clusters Score -128940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128940.523438 Penalty: 8350.500977
	Iteration 19F: 3 clusters Score -128940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129018.617188 Penalty: 8350.500977
	Iteration 20F: 3 clusters Score -129018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129113.054688 Penalty: 8350.500977
	Iteration 21Q: 3 clusters Score -129113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129143.554688 Penalty: 8350.500977
	Iteration 22Q: 3 clusters Score -129143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129158.937500 Penalty: 8350.500977
	Iteration 23Q: 3 clusters Score -129158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129178.882812 Penalty: 8350.500977
	Iteration 24Q: 3 clusters Score -129178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129193.562500 Penalty: 8350.500977
	Iteration 25Q: 3 clusters Score -129193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129205.273438 Penalty: 8350.500977
	Iteration 26Q: 3 clusters Score -129205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129226.226562 Penalty: 8350.500977
	Iteration 27Q: 3 clusters Score -129226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129226.226562 Penalty: 8350.500977
	Iteration 28F: 3 clusters Score -129226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Entering Unmasked Estep 
Score: -2931895.500000 Penalty: 5934.622559
	Iteration 0F: 2 clusters Score -2931896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2917732.000000 Penalty: 11869.245117
	Iteration 0F: 3 clusters Score -2917732 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2921354.750000 Penalty: 11869.245117
	Iteration 1F: 3 clusters Score -2921355 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2922058.000000 Penalty: 11869.245117
	Iteration 2F: 3 clusters Score -2922058 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2922526.500000 Penalty: 11869.245117
	Iteration 3F: 3 clusters Score -2922526 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2922845.250000 Penalty: 11869.245117
	Iteration 4Q: 3 clusters Score -2922845 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2923086.250000 Penalty: 11869.245117
	Iteration 5Q: 3 clusters Score -2923086 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2923259.250000 Penalty: 11869.245117
	Iteration 6Q: 3 clusters Score -2923259 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2923414.250000 Penalty: 11869.245117
	Iteration 7Q: 3 clusters Score -2923414 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2923526.500000 Penalty: 11869.245117
	Iteration 8Q: 3 clusters Score -2923526 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2923604.000000 Penalty: 11869.245117
	Iteration 9Q: 3 clusters Score -2923604 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2923704.750000 Penalty: 11869.245117
	Iteration 10Q: 3 clusters Score -2923705 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2923772.750000 Penalty: 11869.245117
	Iteration 11Q: 3 clusters Score -2923773 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2923858.500000 Penalty: 11869.245117
	Iteration 12Q: 3 clusters Score -2923858 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2923936.500000 Penalty: 11869.245117
	Iteration 13Q: 3 clusters Score -2923936 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2924010.000000 Penalty: 11869.245117
	Iteration 14Q: 3 clusters Score -2924010 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2924093.250000 Penalty: 11869.245117
	Iteration 15Q: 3 clusters Score -2924093 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2924145.000000 Penalty: 11869.245117
	Iteration 16Q: 3 clusters Score -2924145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2924241.750000 Penalty: 11869.245117
	Iteration 17Q: 3 clusters Score -2924242 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2924337.500000 Penalty: 11869.245117
	Iteration 18Q: 3 clusters Score -2924338 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2924459.500000 Penalty: 11869.245117
	Iteration 19Q: 3 clusters Score -2924460 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2924563.000000 Penalty: 11869.245117
	Iteration 20F: 3 clusters Score -2924563 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2924716.000000 Penalty: 11869.245117
	Iteration 21Q: 3 clusters Score -2924716 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2924907.000000 Penalty: 11869.245117
	Iteration 22Q: 3 clusters Score -2924907 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2925094.500000 Penalty: 11869.245117
	Iteration 23Q: 3 clusters Score -2925094 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2925294.000000 Penalty: 11869.245117
	Iteration 24Q: 3 clusters Score -2925294 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2925493.750000 Penalty: 11869.245117
	Iteration 25Q: 3 clusters Score -2925494 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2925724.000000 Penalty: 11869.245117
	Iteration 26Q: 3 clusters Score -2925724 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2925958.250000 Penalty: 11869.245117
	Iteration 27Q: 3 clusters Score -2925958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2926184.250000 Penalty: 11869.245117
	Iteration 28Q: 3 clusters Score -2926184 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2926382.250000 Penalty: 11869.245117
	Iteration 29Q: 3 clusters Score -2926382 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2926582.500000 Penalty: 11869.245117
	Iteration 30Q: 3 clusters Score -2926582 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2926748.250000 Penalty: 11869.245117
	Iteration 31Q: 3 clusters Score -2926748 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2926894.250000 Penalty: 11869.245117
	Iteration 32Q: 3 clusters Score -2926894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2927022.500000 Penalty: 11869.245117
	Iteration 33Q: 3 clusters Score -2927022 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2927128.500000 Penalty: 11869.245117
	Iteration 34Q: 3 clusters Score -2927128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2927219.750000 Penalty: 11869.245117
	Iteration 35Q: 3 clusters Score -2927220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2927273.750000 Penalty: 11869.245117
	Iteration 36Q: 3 clusters Score -2927274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2927316.000000 Penalty: 11869.245117
	Iteration 37Q: 3 clusters Score -2927316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2927351.500000 Penalty: 11869.245117
	Iteration 38Q: 3 clusters Score -2927352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2927369.750000 Penalty: 11869.245117
	Iteration 39Q: 3 clusters Score -2927370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2927383.000000 Penalty: 11869.245117
	Iteration 40F: 3 clusters Score -2927383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2927395.750000 Penalty: 11869.245117
	Iteration 41Q: 3 clusters Score -2927396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2927407.250000 Penalty: 11869.245117
	Iteration 42Q: 3 clusters Score -2927407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2927418.500000 Penalty: 11869.245117
	Iteration 43Q: 3 clusters Score -2927418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2927425.000000 Penalty: 11869.245117
	Iteration 44Q: 3 clusters Score -2927425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2927429.750000 Penalty: 11869.245117
	Iteration 45Q: 3 clusters Score -2927430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2927434.750000 Penalty: 11869.245117
	Iteration 46Q: 3 clusters Score -2927435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2927436.750000 Penalty: 11869.245117
	Iteration 47Q: 3 clusters Score -2927437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2927439.250000 Penalty: 11869.245117
	Iteration 48Q: 3 clusters Score -2927439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2927446.000000 Penalty: 11869.245117
	Iteration 49Q: 3 clusters Score -2927446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2927453.000000 Penalty: 11869.245117
	Iteration 50Q: 3 clusters Score -2927453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2927452.500000 Penalty: 11869.245117
	Iteration 51Q: 3 clusters Score -2927452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2927457.000000 Penalty: 11869.245117
	Iteration 52Q: 3 clusters Score -2927457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2927458.250000 Penalty: 11869.245117
	Iteration 53Q: 3 clusters Score -2927458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2927460.000000 Penalty: 11869.245117
	Iteration 54Q: 3 clusters Score -2927460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2927472.250000 Penalty: 11869.245117
	Iteration 55Q: 3 clusters Score -2927472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2927473.500000 Penalty: 11869.245117
	Iteration 56Q: 3 clusters Score -2927474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2927478.000000 Penalty: 11869.245117
	Iteration 57Q: 3 clusters Score -2927478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2927475.250000 Penalty: 11869.245117
	Iteration 58Q: 3 clusters Score -2927475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2927477.750000 Penalty: 11869.245117
	Iteration 59Q: 3 clusters Score -2927478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2927477.750000 Penalty: 11869.245117
	Iteration 60F: 3 clusters Score -2927478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2927478.750000 Penalty: 11869.245117
	Iteration 61Q: 3 clusters Score -2927479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2927479.250000 Penalty: 11869.245117
	Iteration 62Q: 3 clusters Score -2927479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2927482.750000 Penalty: 11869.245117
	Iteration 63Q: 3 clusters Score -2927483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2927483.500000 Penalty: 11869.245117
	Iteration 64Q: 3 clusters Score -2927484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2927483.750000 Penalty: 11869.245117
	Iteration 65Q: 3 clusters Score -2927484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2927484.000000 Penalty: 11869.245117
	Iteration 66Q: 3 clusters Score -2927484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2927485.250000 Penalty: 11869.245117
	Iteration 67Q: 3 clusters Score -2927485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2927488.250000 Penalty: 11869.245117
	Iteration 68Q: 3 clusters Score -2927488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2927483.500000 Penalty: 11869.245117
	Iteration 69Q: 3 clusters Score -2927484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2927483.750000 Penalty: 11869.245117
	Iteration 70Q: 3 clusters Score -2927484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2927492.250000 Penalty: 11869.245117
	Iteration 71Q: 3 clusters Score -2927492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2927491.000000 Penalty: 11869.245117
	Iteration 72Q: 3 clusters Score -2927491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2927491.500000 Penalty: 11869.245117
	Iteration 73Q: 3 clusters Score -2927492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2927492.000000 Penalty: 11869.245117
	Iteration 74Q: 3 clusters Score -2927492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2927492.000000 Penalty: 11869.245117
	Iteration 75F: 3 clusters Score -2927492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Entering Unmasked Estep 
Score: -1777355.875000 Penalty: 5632.697754
	Iteration 0F: 2 clusters Score -1777356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1767174.625000 Penalty: 11265.395508
	Iteration 0F: 3 clusters Score -1767175 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1769286.625000 Penalty: 11265.395508
	Iteration 1F: 3 clusters Score -1769287 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1769767.875000 Penalty: 11265.395508
	Iteration 2F: 3 clusters Score -1769768 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1770064.875000 Penalty: 11265.395508
	Iteration 3Q: 3 clusters Score -1770065 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1770284.375000 Penalty: 11265.395508
	Iteration 4Q: 3 clusters Score -1770284 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1770481.000000 Penalty: 11265.395508
	Iteration 5Q: 3 clusters Score -1770481 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1770626.750000 Penalty: 11265.395508
	Iteration 6Q: 3 clusters Score -1770627 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1770755.875000 Penalty: 11265.395508
	Iteration 7Q: 3 clusters Score -1770756 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1770874.375000 Penalty: 11265.395508
	Iteration 8Q: 3 clusters Score -1770874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1770986.875000 Penalty: 11265.395508
	Iteration 9Q: 3 clusters Score -1770987 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1771103.750000 Penalty: 11265.395508
	Iteration 10Q: 3 clusters Score -1771104 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1771250.375000 Penalty: 11265.395508
	Iteration 11Q: 3 clusters Score -1771250 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1771407.000000 Penalty: 11265.395508
	Iteration 12Q: 3 clusters Score -1771407 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1771567.000000 Penalty: 11265.395508
	Iteration 13Q: 3 clusters Score -1771567 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1771745.500000 Penalty: 11265.395508
	Iteration 14Q: 3 clusters Score -1771746 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1771950.750000 Penalty: 11265.395508
	Iteration 15Q: 3 clusters Score -1771951 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1772138.250000 Penalty: 11265.395508
	Iteration 16Q: 3 clusters Score -1772138 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1772308.250000 Penalty: 11265.395508
	Iteration 17Q: 3 clusters Score -1772308 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1772442.500000 Penalty: 11265.395508
	Iteration 18Q: 3 clusters Score -1772442 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1772547.750000 Penalty: 11265.395508
	Iteration 19Q: 3 clusters Score -1772548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1772629.500000 Penalty: 11265.395508
	Iteration 20F: 3 clusters Score -1772630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1772685.250000 Penalty: 11265.395508
	Iteration 21Q: 3 clusters Score -1772685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1772727.750000 Penalty: 11265.395508
	Iteration 22Q: 3 clusters Score -1772728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1772769.875000 Penalty: 11265.395508
	Iteration 23Q: 3 clusters Score -1772770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1772795.375000 Penalty: 11265.395508
	Iteration 24Q: 3 clusters Score -1772795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1772815.625000 Penalty: 11265.395508
	Iteration 25Q: 3 clusters Score -1772816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1772835.500000 Penalty: 11265.395508
	Iteration 26Q: 3 clusters Score -1772836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1772855.375000 Penalty: 11265.395508
	Iteration 27Q: 3 clusters Score -1772855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1772872.750000 Penalty: 11265.395508
	Iteration 28Q: 3 clusters Score -1772873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1772879.500000 Penalty: 11265.395508
	Iteration 29Q: 3 clusters Score -1772880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1772888.625000 Penalty: 11265.395508
	Iteration 30Q: 3 clusters Score -1772889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1772903.750000 Penalty: 11265.395508
	Iteration 31Q: 3 clusters Score -1772904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1772914.750000 Penalty: 11265.395508
	Iteration 32Q: 3 clusters Score -1772915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1772917.375000 Penalty: 11265.395508
	Iteration 33Q: 3 clusters Score -1772917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1772922.750000 Penalty: 11265.395508
	Iteration 34Q: 3 clusters Score -1772923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1772925.250000 Penalty: 11265.395508
	Iteration 35Q: 3 clusters Score -1772925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1772926.875000 Penalty: 11265.395508
	Iteration 36Q: 3 clusters Score -1772927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1772934.125000 Penalty: 11265.395508
	Iteration 37Q: 3 clusters Score -1772934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1772941.375000 Penalty: 11265.395508
	Iteration 38Q: 3 clusters Score -1772941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1772943.750000 Penalty: 11265.395508
	Iteration 39Q: 3 clusters Score -1772944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1772944.500000 Penalty: 11265.395508
	Iteration 40F: 3 clusters Score -1772944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1772944.000000 Penalty: 11265.395508
	Iteration 41Q: 3 clusters Score -1772944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1772944.000000 Penalty: 11265.395508
	Iteration 42F: 3 clusters Score -1772944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -137529.265625 Penalty: 4229.773926
	Iteration 0F: 2 clusters Score -137529.3 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 500 members 
Entering Unmasked Estep 
Score: -133866.328125 Penalty: 8459.547852
	Iteration 0F: 3 clusters Score -133866.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134829.015625 Penalty: 8459.547852
	Iteration 1F: 3 clusters Score -134829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136046.687500 Penalty: 8459.547852
	Iteration 2F: 3 clusters Score -136046.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137431.390625 Penalty: 8459.547852
	Iteration 3F: 3 clusters Score -137431.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138617.718750 Penalty: 8459.547852
	Iteration 4F: 3 clusters Score -138617.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139033.593750 Penalty: 8459.547852
	Iteration 5Q: 3 clusters Score -139033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139175.734375 Penalty: 8459.547852
	Iteration 6Q: 3 clusters Score -139175.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139317.000000 Penalty: 8459.547852
	Iteration 7Q: 3 clusters Score -139317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139448.937500 Penalty: 8459.547852
	Iteration 8Q: 3 clusters Score -139448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139499.125000 Penalty: 8459.547852
	Iteration 9Q: 3 clusters Score -139499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139499.125000 Penalty: 8459.547852
	Iteration 10F: 3 clusters Score -139499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 18991 members 
Mstep: Class 3 contains 35180 members 
Mstep: Class 4 contains 476982 members 
Mstep: Class 5 contains 53969 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 74478 members 
Mstep: Class 17 contains 99891 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 633 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Mstep: Class 31 contains 590 members 
Entering Unmasked Estep 
Score: -226843488.000000 Penalty: 267010.843750
Splitting cluster 26 changes total score from -226845328.000000 to -226843488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -795056.125000 Penalty: 5172.989258
	Iteration 0F: 2 clusters Score -795056.1 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 2330 members 
Entering Unmasked Estep 
Score: -788230.437500 Penalty: 10345.978516
	Iteration 0F: 3 clusters Score -788230.4 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -789306.000000 Penalty: 10345.978516
	Iteration 1F: 3 clusters Score -789306 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -789646.500000 Penalty: 10345.978516
	Iteration 2F: 3 clusters Score -789646.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -789877.500000 Penalty: 10345.978516
	Iteration 3Q: 3 clusters Score -789877.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -790121.250000 Penalty: 10345.978516
	Iteration 4Q: 3 clusters Score -790121.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -790399.437500 Penalty: 10345.978516
	Iteration 5Q: 3 clusters Score -790399.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -790683.375000 Penalty: 10345.978516
	Iteration 6Q: 3 clusters Score -790683.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -790928.375000 Penalty: 10345.978516
	Iteration 7Q: 3 clusters Score -790928.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -791143.062500 Penalty: 10345.978516
	Iteration 8Q: 3 clusters Score -791143.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -791347.437500 Penalty: 10345.978516
	Iteration 9Q: 3 clusters Score -791347.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -791505.937500 Penalty: 10345.978516
	Iteration 10Q: 3 clusters Score -791505.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -791656.875000 Penalty: 10345.978516
	Iteration 11Q: 3 clusters Score -791656.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -791770.000000 Penalty: 10345.978516
	Iteration 12Q: 3 clusters Score -791770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -791851.812500 Penalty: 10345.978516
	Iteration 13Q: 3 clusters Score -791851.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -791904.125000 Penalty: 10345.978516
	Iteration 14Q: 3 clusters Score -791904.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -791941.625000 Penalty: 10345.978516
	Iteration 15Q: 3 clusters Score -791941.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -791972.437500 Penalty: 10345.978516
	Iteration 16Q: 3 clusters Score -791972.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -791990.937500 Penalty: 10345.978516
	Iteration 17Q: 3 clusters Score -791990.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -792004.437500 Penalty: 10345.978516
	Iteration 18Q: 3 clusters Score -792004.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -792016.562500 Penalty: 10345.978516
	Iteration 19Q: 3 clusters Score -792016.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -792026.062500 Penalty: 10345.978516
	Iteration 20F: 3 clusters Score -792026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -792030.562500 Penalty: 10345.978516
	Iteration 21Q: 3 clusters Score -792030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -792038.625000 Penalty: 10345.978516
	Iteration 22Q: 3 clusters Score -792038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -792043.375000 Penalty: 10345.978516
	Iteration 23Q: 3 clusters Score -792043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -792049.250000 Penalty: 10345.978516
	Iteration 24Q: 3 clusters Score -792049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -792058.375000 Penalty: 10345.978516
	Iteration 25Q: 3 clusters Score -792058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -792066.562500 Penalty: 10345.978516
	Iteration 26Q: 3 clusters Score -792066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -792077.250000 Penalty: 10345.978516
	Iteration 27Q: 3 clusters Score -792077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -792083.750000 Penalty: 10345.978516
	Iteration 28Q: 3 clusters Score -792083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -792088.875000 Penalty: 10345.978516
	Iteration 29Q: 3 clusters Score -792088.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -792094.750000 Penalty: 10345.978516
	Iteration 30Q: 3 clusters Score -792094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -792097.625000 Penalty: 10345.978516
	Iteration 31Q: 3 clusters Score -792097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -792100.500000 Penalty: 10345.978516
	Iteration 32Q: 3 clusters Score -792100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -792101.812500 Penalty: 10345.978516
	Iteration 33Q: 3 clusters Score -792101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -792101.812500 Penalty: 10345.978516
	Iteration 34F: 3 clusters Score -792101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -320855.000000 Penalty: 4651.250000
	Iteration 0F: 2 clusters Score -320855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -315920.343750 Penalty: 9302.500000
	Iteration 0F: 3 clusters Score -315920.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -316689.531250 Penalty: 9302.500000
	Iteration 1F: 3 clusters Score -316689.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -317042.375000 Penalty: 9302.500000
	Iteration 2F: 3 clusters Score -317042.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -317430.812500 Penalty: 9302.500000
	Iteration 3F: 3 clusters Score -317430.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -317981.125000 Penalty: 9302.500000
	Iteration 4F: 3 clusters Score -317981.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -318386.125000 Penalty: 9302.500000
	Iteration 5F: 3 clusters Score -318386.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -318776.812500 Penalty: 9302.500000
	Iteration 6F: 3 clusters Score -318776.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319119.750000 Penalty: 9302.500000
	Iteration 7Q: 3 clusters Score -319119.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -319330.062500 Penalty: 9302.500000
	Iteration 8Q: 3 clusters Score -319330.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -319487.562500 Penalty: 9302.500000
	Iteration 9Q: 3 clusters Score -319487.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -319722.937500 Penalty: 9302.500000
	Iteration 10Q: 3 clusters Score -319722.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -320073.718750 Penalty: 9302.500000
	Iteration 11Q: 3 clusters Score -320073.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320675.656250 Penalty: 9302.500000
	Iteration 12Q: 3 clusters Score -320675.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -321582.656250 Penalty: 9302.500000
	Iteration 13Q: 3 clusters Score -321582.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -322027.937500 Penalty: 9302.500000
	Iteration 14Q: 3 clusters Score -322027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -322076.437500 Penalty: 9302.500000
	Iteration 15Q: 3 clusters Score -322076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -322076.437500 Penalty: 9302.500000
	Iteration 16F: 3 clusters Score -322076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 18991 members 
Mstep: Class 3 contains 35180 members 
Mstep: Class 4 contains 476982 members 
Mstep: Class 5 contains 53969 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 74478 members 
Mstep: Class 17 contains 99891 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 633 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1074 members 
Mstep: Class 30 contains 63751 members 
Mstep: Class 31 contains 912 members 
Entering Unmasked Estep 
Score: -226842272.000000 Penalty: 267010.843750
Splitting cluster 29 changes total score from -226845328.000000 to -226842272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (63751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Entering Unmasked Estep 
Score: -11551324.000000 Penalty: 6775.928223
	Iteration 0F: 2 clusters Score -1.155132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -11506762.000000 Penalty: 13551.856445
	Iteration 0F: 3 clusters Score -1.150676e+07 nChanged 28502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -11522105.000000 Penalty: 13551.856445
	Iteration 1F: 3 clusters Score -1.15221e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -11522993.000000 Penalty: 13551.856445
	Iteration 2Q: 3 clusters Score -1.152299e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -11523714.000000 Penalty: 13551.856445
	Iteration 3Q: 3 clusters Score -1.152371e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -11524333.000000 Penalty: 13551.856445
	Iteration 4Q: 3 clusters Score -1.152433e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -11524927.000000 Penalty: 13551.856445
	Iteration 5Q: 3 clusters Score -1.152493e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -11525561.000000 Penalty: 13551.856445
	Iteration 6Q: 3 clusters Score -1.152556e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -11526286.000000 Penalty: 13551.856445
	Iteration 7Q: 3 clusters Score -1.152629e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -11527068.000000 Penalty: 13551.856445
	Iteration 8Q: 3 clusters Score -1.152707e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -11528336.000000 Penalty: 13551.856445
	Iteration 9Q: 3 clusters Score -1.152834e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -11529928.000000 Penalty: 13551.856445
	Iteration 10Q: 3 clusters Score -1.152993e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -11532343.000000 Penalty: 13551.856445
	Iteration 11F: 3 clusters Score -1.153234e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -11535403.000000 Penalty: 13551.856445
	Iteration 12F: 3 clusters Score -1.15354e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -11538571.000000 Penalty: 13551.856445
	Iteration 13F: 3 clusters Score -1.153857e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -11541394.000000 Penalty: 13551.856445
	Iteration 14Q: 3 clusters Score -1.154139e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -11543218.000000 Penalty: 13551.856445
	Iteration 15Q: 3 clusters Score -1.154322e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -11544254.000000 Penalty: 13551.856445
	Iteration 16Q: 3 clusters Score -1.154425e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -11544726.000000 Penalty: 13551.856445
	Iteration 17Q: 3 clusters Score -1.154473e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -11544984.000000 Penalty: 13551.856445
	Iteration 18Q: 3 clusters Score -1.154498e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -11545112.000000 Penalty: 13551.856445
	Iteration 19Q: 3 clusters Score -1.154511e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -11545169.000000 Penalty: 13551.856445
	Iteration 20F: 3 clusters Score -1.154517e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -11545211.000000 Penalty: 13551.856445
	Iteration 21Q: 3 clusters Score -1.154521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -11545262.000000 Penalty: 13551.856445
	Iteration 22Q: 3 clusters Score -1.154526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -11545275.000000 Penalty: 13551.856445
	Iteration 23Q: 3 clusters Score -1.154528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -11545304.000000 Penalty: 13551.856445
	Iteration 24Q: 3 clusters Score -1.15453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -11545306.000000 Penalty: 13551.856445
	Iteration 25Q: 3 clusters Score -1.154531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -11545313.000000 Penalty: 13551.856445
	Iteration 26Q: 3 clusters Score -1.154531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -11545318.000000 Penalty: 13551.856445
	Iteration 27Q: 3 clusters Score -1.154532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -11545318.000000 Penalty: 13551.856445
	Iteration 28Q: 3 clusters Score -1.154532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -11545320.000000 Penalty: 13551.856445
	Iteration 29Q: 3 clusters Score -1.154532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -11545318.000000 Penalty: 13551.856445
	Iteration 30Q: 3 clusters Score -1.154532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -11545313.000000 Penalty: 13551.856445
	Iteration 31Q: 3 clusters Score -1.154531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -11545313.000000 Penalty: 13551.856445
	Iteration 32F: 3 clusters Score -1.154531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 18991 members 
Mstep: Class 3 contains 35180 members 
Mstep: Class 4 contains 476982 members 
Mstep: Class 5 contains 53969 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 74478 members 
Mstep: Class 17 contains 99891 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846208.000000 Penalty: 258397.593750
Iteration 119Q: 31 clusters Score -2.268462e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 18990 members 
Mstep: Class 3 contains 35178 members 
Mstep: Class 4 contains 477048 members 
Mstep: Class 5 contains 53878 members 
Mstep: Class 6 contains 17415 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 38088 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 74480 members 
Mstep: Class 17 contains 99643 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34257 members 
Mstep: Class 20 contains 178524 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16133 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 633 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846592.000000 Penalty: 258397.593750
Iteration 120F: 31 clusters Score -2.268466e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 35174 members 
Mstep: Class 4 contains 477103 members 
Mstep: Class 5 contains 53687 members 
Mstep: Class 6 contains 17415 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 4546 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 38087 members 
Mstep: Class 14 contains 15573 members 
Mstep: Class 15 contains 83294 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 99399 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34324 members 
Mstep: Class 20 contains 178524 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16126 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 649 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846800.000000 Penalty: 258397.593750
Iteration 121Q: 31 clusters Score -2.268468e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 18983 members 
Mstep: Class 3 contains 35166 members 
Mstep: Class 4 contains 477096 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 17411 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 8611 members 
Mstep: Class 11 contains 4546 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 38089 members 
Mstep: Class 14 contains 15585 members 
Mstep: Class 15 contains 83291 members 
Mstep: Class 16 contains 74494 members 
Mstep: Class 17 contains 99201 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34387 members 
Mstep: Class 20 contains 178522 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16122 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 660 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846992.000000 Penalty: 258397.593750
Iteration 122Q: 31 clusters Score -2.26847e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 18981 members 
Mstep: Class 3 contains 35160 members 
Mstep: Class 4 contains 477088 members 
Mstep: Class 5 contains 53311 members 
Mstep: Class 6 contains 17409 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 8960 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 38090 members 
Mstep: Class 14 contains 15588 members 
Mstep: Class 15 contains 83288 members 
Mstep: Class 16 contains 74495 members 
Mstep: Class 17 contains 99014 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34433 members 
Mstep: Class 20 contains 178522 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16123 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847584.000000 Penalty: 258397.593750
Iteration 123Q: 31 clusters Score -2.268476e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 18978 members 
Mstep: Class 3 contains 35157 members 
Mstep: Class 4 contains 477068 members 
Mstep: Class 5 contains 53130 members 
Mstep: Class 6 contains 17412 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 9278 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 38090 members 
Mstep: Class 14 contains 15593 members 
Mstep: Class 15 contains 83282 members 
Mstep: Class 16 contains 74497 members 
Mstep: Class 17 contains 98856 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34457 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16124 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847776.000000 Penalty: 258397.593750
Iteration 124Q: 31 clusters Score -2.268478e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 18973 members 
Mstep: Class 3 contains 35153 members 
Mstep: Class 4 contains 477049 members 
Mstep: Class 5 contains 52982 members 
Mstep: Class 6 contains 17411 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 38093 members 
Mstep: Class 14 contains 15602 members 
Mstep: Class 15 contains 83281 members 
Mstep: Class 16 contains 74494 members 
Mstep: Class 17 contains 98690 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34486 members 
Mstep: Class 20 contains 178527 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16129 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848352.000000 Penalty: 258397.593750
Iteration 125Q: 31 clusters Score -2.268484e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 18973 members 
Mstep: Class 3 contains 35152 members 
Mstep: Class 4 contains 477019 members 
Mstep: Class 5 contains 52858 members 
Mstep: Class 6 contains 17415 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 38091 members 
Mstep: Class 14 contains 15597 members 
Mstep: Class 15 contains 83278 members 
Mstep: Class 16 contains 74490 members 
Mstep: Class 17 contains 98543 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34510 members 
Mstep: Class 20 contains 178521 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16126 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849040.000000 Penalty: 258397.593750
Iteration 126Q: 31 clusters Score -2.26849e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 18969 members 
Mstep: Class 3 contains 35148 members 
Mstep: Class 4 contains 476988 members 
Mstep: Class 5 contains 52740 members 
Mstep: Class 6 contains 17416 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 38094 members 
Mstep: Class 14 contains 15597 members 
Mstep: Class 15 contains 83270 members 
Mstep: Class 16 contains 74488 members 
Mstep: Class 17 contains 98403 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34531 members 
Mstep: Class 20 contains 178520 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16124 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849040.000000 Penalty: 258397.593750
Iteration 127Q: 31 clusters Score -2.26849e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 18963 members 
Mstep: Class 3 contains 35145 members 
Mstep: Class 4 contains 476945 members 
Mstep: Class 5 contains 52617 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 12 contains 7908 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 15599 members 
Mstep: Class 15 contains 83275 members 
Mstep: Class 16 contains 74487 members 
Mstep: Class 17 contains 98298 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34550 members 
Mstep: Class 20 contains 178519 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16123 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4654 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848832.000000 Penalty: 258397.593750
Iteration 128Q: 31 clusters Score -2.268488e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 18958 members 
Mstep: Class 3 contains 35144 members 
Mstep: Class 4 contains 476940 members 
Mstep: Class 5 contains 52515 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10561 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 7908 members 
Mstep: Class 13 contains 38091 members 
Mstep: Class 14 contains 15598 members 
Mstep: Class 15 contains 83275 members 
Mstep: Class 16 contains 74483 members 
Mstep: Class 17 contains 98190 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34561 members 
Mstep: Class 20 contains 178522 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16122 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848912.000000 Penalty: 258397.593750
Iteration 129Q: 31 clusters Score -2.268489e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 18950 members 
Mstep: Class 3 contains 35144 members 
Mstep: Class 4 contains 476943 members 
Mstep: Class 5 contains 52444 members 
Mstep: Class 6 contains 17419 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10710 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 12 contains 7908 members 
Mstep: Class 13 contains 38094 members 
Mstep: Class 14 contains 15600 members 
Mstep: Class 15 contains 83270 members 
Mstep: Class 16 contains 74479 members 
Mstep: Class 17 contains 98097 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34578 members 
Mstep: Class 20 contains 178524 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16121 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848832.000000 Penalty: 258397.593750
Iteration 130Q: 31 clusters Score -2.268488e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 18945 members 
Mstep: Class 3 contains 35143 members 
Mstep: Class 4 contains 476915 members 
Mstep: Class 5 contains 52373 members 
Mstep: Class 6 contains 17420 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10848 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 38093 members 
Mstep: Class 14 contains 15598 members 
Mstep: Class 15 contains 83270 members 
Mstep: Class 16 contains 74473 members 
Mstep: Class 17 contains 98046 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34591 members 
Mstep: Class 20 contains 178530 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16123 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848976.000000 Penalty: 258397.593750
Iteration 131Q: 31 clusters Score -2.26849e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 18942 members 
Mstep: Class 3 contains 35138 members 
Mstep: Class 4 contains 476894 members 
Mstep: Class 5 contains 52305 members 
Mstep: Class 6 contains 17417 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10976 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 15603 members 
Mstep: Class 15 contains 83270 members 
Mstep: Class 16 contains 74469 members 
Mstep: Class 17 contains 97982 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34612 members 
Mstep: Class 20 contains 178537 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16123 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848848.000000 Penalty: 258397.593750
Iteration 132Q: 31 clusters Score -2.268488e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 18942 members 
Mstep: Class 3 contains 35137 members 
Mstep: Class 4 contains 476884 members 
Mstep: Class 5 contains 52239 members 
Mstep: Class 6 contains 17415 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 38097 members 
Mstep: Class 14 contains 15606 members 
Mstep: Class 15 contains 83268 members 
Mstep: Class 16 contains 74469 members 
Mstep: Class 17 contains 97922 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34621 members 
Mstep: Class 20 contains 178548 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16126 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849232.000000 Penalty: 258397.593750
Iteration 133Q: 31 clusters Score -2.268492e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 18940 members 
Mstep: Class 3 contains 35137 members 
Mstep: Class 4 contains 476876 members 
Mstep: Class 5 contains 52191 members 
Mstep: Class 6 contains 17412 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 38096 members 
Mstep: Class 14 contains 15614 members 
Mstep: Class 15 contains 83260 members 
Mstep: Class 16 contains 74469 members 
Mstep: Class 17 contains 97880 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34629 members 
Mstep: Class 20 contains 178558 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848992.000000 Penalty: 258397.593750
Iteration 134Q: 31 clusters Score -2.26849e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 18940 members 
Mstep: Class 3 contains 35133 members 
Mstep: Class 4 contains 476879 members 
Mstep: Class 5 contains 52148 members 
Mstep: Class 6 contains 17410 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11235 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 7909 members 
Mstep: Class 13 contains 38097 members 
Mstep: Class 14 contains 15620 members 
Mstep: Class 15 contains 83252 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 97847 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34638 members 
Mstep: Class 20 contains 178561 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16124 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848704.000000 Penalty: 258397.593750
Iteration 135Q: 31 clusters Score -2.268487e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 18938 members 
Mstep: Class 3 contains 35130 members 
Mstep: Class 4 contains 476886 members 
Mstep: Class 5 contains 52105 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38097 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 83249 members 
Mstep: Class 16 contains 74465 members 
Mstep: Class 17 contains 97808 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34640 members 
Mstep: Class 20 contains 178565 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848480.000000 Penalty: 258397.593750
Iteration 136Q: 31 clusters Score -2.268485e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 18937 members 
Mstep: Class 3 contains 35128 members 
Mstep: Class 4 contains 476875 members 
Mstep: Class 5 contains 52084 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38097 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 83248 members 
Mstep: Class 16 contains 74462 members 
Mstep: Class 17 contains 97782 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34641 members 
Mstep: Class 20 contains 178568 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848752.000000 Penalty: 258397.593750
Iteration 137Q: 31 clusters Score -2.268488e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 18935 members 
Mstep: Class 3 contains 35125 members 
Mstep: Class 4 contains 476874 members 
Mstep: Class 5 contains 52057 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 83247 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97757 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34645 members 
Mstep: Class 20 contains 178571 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848912.000000 Penalty: 258397.593750
Iteration 138Q: 31 clusters Score -2.268489e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 18935 members 
Mstep: Class 3 contains 35125 members 
Mstep: Class 4 contains 476863 members 
Mstep: Class 5 contains 52032 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38099 members 
Mstep: Class 14 contains 15634 members 
Mstep: Class 15 contains 83248 members 
Mstep: Class 16 contains 74461 members 
Mstep: Class 17 contains 97741 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34649 members 
Mstep: Class 20 contains 178574 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16126 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849024.000000 Penalty: 258397.593750
Iteration 139Q: 31 clusters Score -2.26849e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 18935 members 
Mstep: Class 3 contains 35123 members 
Mstep: Class 4 contains 476857 members 
Mstep: Class 5 contains 52013 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11475 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 15638 members 
Mstep: Class 15 contains 83249 members 
Mstep: Class 16 contains 74458 members 
Mstep: Class 17 contains 97737 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34651 members 
Mstep: Class 20 contains 178574 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848944.000000 Penalty: 258397.593750
Iteration 140F: 31 clusters Score -2.268489e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 35123 members 
Mstep: Class 4 contains 476847 members 
Mstep: Class 5 contains 52005 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11556 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 15638 members 
Mstep: Class 15 contains 83246 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97677 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34653 members 
Mstep: Class 20 contains 178573 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16128 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 715 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849088.000000 Penalty: 258397.593750
Iteration 141Q: 31 clusters Score -2.268491e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 18931 members 
Mstep: Class 3 contains 35123 members 
Mstep: Class 4 contains 476857 members 
Mstep: Class 5 contains 51985 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11653 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38099 members 
Mstep: Class 14 contains 15640 members 
Mstep: Class 15 contains 83247 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97588 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34651 members 
Mstep: Class 20 contains 178578 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16128 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 754 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849200.000000 Penalty: 258397.593750
Iteration 142Q: 31 clusters Score -2.268492e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 18931 members 
Mstep: Class 3 contains 35122 members 
Mstep: Class 4 contains 476866 members 
Mstep: Class 5 contains 51945 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11739 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 15633 members 
Mstep: Class 15 contains 83251 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97520 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34652 members 
Mstep: Class 20 contains 178584 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 807 members 
Mstep: Class 27 contains 775 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849824.000000 Penalty: 258397.593750
Iteration 143Q: 31 clusters Score -2.268498e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 35121 members 
Mstep: Class 4 contains 476859 members 
Mstep: Class 5 contains 51925 members 
Mstep: Class 6 contains 17408 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11798 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38097 members 
Mstep: Class 14 contains 15636 members 
Mstep: Class 15 contains 83249 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97476 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34659 members 
Mstep: Class 20 contains 178586 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849744.000000 Penalty: 258397.593750
Iteration 144Q: 31 clusters Score -2.268497e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 18931 members 
Mstep: Class 3 contains 35120 members 
Mstep: Class 4 contains 476836 members 
Mstep: Class 5 contains 51910 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38098 members 
Mstep: Class 14 contains 15637 members 
Mstep: Class 15 contains 83249 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97461 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34672 members 
Mstep: Class 20 contains 178589 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9862 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849792.000000 Penalty: 258397.593750
Iteration 145Q: 31 clusters Score -2.268498e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 18931 members 
Mstep: Class 3 contains 35118 members 
Mstep: Class 4 contains 476814 members 
Mstep: Class 5 contains 51899 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11870 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38102 members 
Mstep: Class 14 contains 15639 members 
Mstep: Class 15 contains 83250 members 
Mstep: Class 16 contains 74461 members 
Mstep: Class 17 contains 97446 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34679 members 
Mstep: Class 20 contains 178593 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9862 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849824.000000 Penalty: 258397.593750
Iteration 146Q: 31 clusters Score -2.268498e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 18930 members 
Mstep: Class 3 contains 35117 members 
Mstep: Class 4 contains 476806 members 
Mstep: Class 5 contains 51891 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11902 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38104 members 
Mstep: Class 14 contains 15636 members 
Mstep: Class 15 contains 83252 members 
Mstep: Class 16 contains 74458 members 
Mstep: Class 17 contains 97424 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34683 members 
Mstep: Class 20 contains 178593 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9862 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849840.000000 Penalty: 258397.593750
Iteration 147Q: 31 clusters Score -2.268498e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 18930 members 
Mstep: Class 3 contains 35116 members 
Mstep: Class 4 contains 476807 members 
Mstep: Class 5 contains 51882 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11936 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38106 members 
Mstep: Class 14 contains 15639 members 
Mstep: Class 15 contains 83250 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97394 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34686 members 
Mstep: Class 20 contains 178592 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9862 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849904.000000 Penalty: 258397.593750
Iteration 148Q: 31 clusters Score -2.268499e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 18928 members 
Mstep: Class 3 contains 35115 members 
Mstep: Class 4 contains 476798 members 
Mstep: Class 5 contains 51867 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 11974 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15646 members 
Mstep: Class 15 contains 83247 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97371 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34690 members 
Mstep: Class 20 contains 178590 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849968.000000 Penalty: 258397.593750
Iteration 149Q: 31 clusters Score -2.2685e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18927 members 
Mstep: Class 3 contains 35114 members 
Mstep: Class 4 contains 476789 members 
Mstep: Class 5 contains 51851 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38113 members 
Mstep: Class 14 contains 15651 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97358 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34691 members 
Mstep: Class 20 contains 178591 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16127 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849904.000000 Penalty: 258397.593750
Iteration 150Q: 31 clusters Score -2.268499e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18927 members 
Mstep: Class 3 contains 35114 members 
Mstep: Class 4 contains 476787 members 
Mstep: Class 5 contains 51843 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15652 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97341 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34691 members 
Mstep: Class 20 contains 178591 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16128 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849792.000000 Penalty: 258397.593750
Iteration 151Q: 31 clusters Score -2.268498e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 35114 members 
Mstep: Class 4 contains 476785 members 
Mstep: Class 5 contains 51825 members 
Mstep: Class 6 contains 17402 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12055 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15656 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97331 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34696 members 
Mstep: Class 20 contains 178591 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16129 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849776.000000 Penalty: 258397.593750
Iteration 152Q: 31 clusters Score -2.268498e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35114 members 
Mstep: Class 4 contains 476770 members 
Mstep: Class 5 contains 51821 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12073 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15657 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74461 members 
Mstep: Class 17 contains 97331 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 34698 members 
Mstep: Class 20 contains 178594 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16128 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849888.000000 Penalty: 258397.593750
Iteration 153Q: 31 clusters Score -2.268499e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35114 members 
Mstep: Class 4 contains 476762 members 
Mstep: Class 5 contains 51823 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12087 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15658 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74460 members 
Mstep: Class 17 contains 97321 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34699 members 
Mstep: Class 20 contains 178596 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16128 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849904.000000 Penalty: 258397.593750
Iteration 154Q: 31 clusters Score -2.268499e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476763 members 
Mstep: Class 5 contains 51816 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12104 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 15 contains 83241 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97305 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34701 members 
Mstep: Class 20 contains 178595 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850016.000000 Penalty: 258397.593750
Iteration 155Q: 31 clusters Score -2.2685e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476774 members 
Mstep: Class 5 contains 51805 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12120 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15665 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97282 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34702 members 
Mstep: Class 20 contains 178594 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849904.000000 Penalty: 258397.593750
Iteration 156Q: 31 clusters Score -2.268499e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476785 members 
Mstep: Class 5 contains 51798 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15663 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 17 contains 97262 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34702 members 
Mstep: Class 20 contains 178594 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850000.000000 Penalty: 258397.593750
Iteration 157Q: 31 clusters Score -2.2685e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51791 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12150 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15663 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74458 members 
Mstep: Class 17 contains 97247 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34702 members 
Mstep: Class 20 contains 178594 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849936.000000 Penalty: 258397.593750
Iteration 158Q: 31 clusters Score -2.268499e+08 nChanged 47
Entering ConstructFrom: 
Score: -226849936.000000 Penalty: 258397.593750
Entering ConstructFrom: 
Trying to split cluster 1 (26690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Entering Unmasked Estep 
Score: -4557093.000000 Penalty: 6242.626953
	Iteration 0F: 2 clusters Score -4557093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4536220.500000 Penalty: 12485.253906
	Iteration 0F: 3 clusters Score -4536220 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4542137.000000 Penalty: 12485.253906
	Iteration 1F: 3 clusters Score -4542137 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4542855.000000 Penalty: 12485.253906
	Iteration 2F: 3 clusters Score -4542855 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -4543416.500000 Penalty: 12485.253906
	Iteration 3Q: 3 clusters Score -4543416 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4543935.000000 Penalty: 12485.253906
	Iteration 4Q: 3 clusters Score -4543935 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4544473.500000 Penalty: 12485.253906
	Iteration 5Q: 3 clusters Score -4544474 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4545074.500000 Penalty: 12485.253906
	Iteration 6Q: 3 clusters Score -4545074 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4545783.500000 Penalty: 12485.253906
	Iteration 7Q: 3 clusters Score -4545784 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4546665.500000 Penalty: 12485.253906
	Iteration 8Q: 3 clusters Score -4546666 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4547672.000000 Penalty: 12485.253906
	Iteration 9Q: 3 clusters Score -4547672 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4548651.500000 Penalty: 12485.253906
	Iteration 10F: 3 clusters Score -4548652 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4549515.500000 Penalty: 12485.253906
	Iteration 11Q: 3 clusters Score -4549516 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4550208.000000 Penalty: 12485.253906
	Iteration 12Q: 3 clusters Score -4550208 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4550730.000000 Penalty: 12485.253906
	Iteration 13Q: 3 clusters Score -4550730 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4551122.000000 Penalty: 12485.253906
	Iteration 14Q: 3 clusters Score -4551122 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4551385.500000 Penalty: 12485.253906
	Iteration 15Q: 3 clusters Score -4551386 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4551556.000000 Penalty: 12485.253906
	Iteration 16Q: 3 clusters Score -4551556 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4551663.000000 Penalty: 12485.253906
	Iteration 17Q: 3 clusters Score -4551663 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4551735.000000 Penalty: 12485.253906
	Iteration 18Q: 3 clusters Score -4551735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4551796.000000 Penalty: 12485.253906
	Iteration 19Q: 3 clusters Score -4551796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -4551830.000000 Penalty: 12485.253906
	Iteration 20F: 3 clusters Score -4551830 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -4551877.500000 Penalty: 12485.253906
	Iteration 21Q: 3 clusters Score -4551878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4551897.000000 Penalty: 12485.253906
	Iteration 22Q: 3 clusters Score -4551897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4551918.500000 Penalty: 12485.253906
	Iteration 23Q: 3 clusters Score -4551918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4551915.000000 Penalty: 12485.253906
	Iteration 24Q: 3 clusters Score -4551915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4551926.000000 Penalty: 12485.253906
	Iteration 25Q: 3 clusters Score -4551926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4551948.000000 Penalty: 12485.253906
	Iteration 26Q: 3 clusters Score -4551948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4551964.000000 Penalty: 12485.253906
	Iteration 27Q: 3 clusters Score -4551964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4551972.500000 Penalty: 12485.253906
	Iteration 28Q: 3 clusters Score -4551972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4551969.500000 Penalty: 12485.253906
	Iteration 29Q: 3 clusters Score -4551970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4551978.500000 Penalty: 12485.253906
	Iteration 30Q: 3 clusters Score -4551978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4551980.000000 Penalty: 12485.253906
	Iteration 31Q: 3 clusters Score -4551980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4551982.000000 Penalty: 12485.253906
	Iteration 32Q: 3 clusters Score -4551982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4551986.000000 Penalty: 12485.253906
	Iteration 33Q: 3 clusters Score -4551986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4551993.500000 Penalty: 12485.253906
	Iteration 34Q: 3 clusters Score -4551994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4551988.000000 Penalty: 12485.253906
	Iteration 35Q: 3 clusters Score -4551988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4551987.500000 Penalty: 12485.253906
	Iteration 36Q: 3 clusters Score -4551988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4551990.500000 Penalty: 12485.253906
	Iteration 37Q: 3 clusters Score -4551990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4551991.000000 Penalty: 12485.253906
	Iteration 38Q: 3 clusters Score -4551991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4552001.500000 Penalty: 12485.253906
	Iteration 39Q: 3 clusters Score -4552002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4552001.000000 Penalty: 12485.253906
	Iteration 40F: 3 clusters Score -4552001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4552003.000000 Penalty: 12485.253906
	Iteration 41Q: 3 clusters Score -4552003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4552004.500000 Penalty: 12485.253906
	Iteration 42Q: 3 clusters Score -4552004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4552002.500000 Penalty: 12485.253906
	Iteration 43Q: 3 clusters Score -4552002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4552007.000000 Penalty: 12485.253906
	Iteration 44Q: 3 clusters Score -4552007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4552008.000000 Penalty: 12485.253906
	Iteration 45Q: 3 clusters Score -4552008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4552009.500000 Penalty: 12485.253906
	Iteration 46Q: 3 clusters Score -4552010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4552008.000000 Penalty: 12485.253906
	Iteration 47Q: 3 clusters Score -4552008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4552000.500000 Penalty: 12485.253906
	Iteration 48Q: 3 clusters Score -4552000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4551999.500000 Penalty: 12485.253906
	Iteration 49Q: 3 clusters Score -4552000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4552002.000000 Penalty: 12485.253906
	Iteration 50Q: 3 clusters Score -4552002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4552006.500000 Penalty: 12485.253906
	Iteration 51Q: 3 clusters Score -4552006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4552007.000000 Penalty: 12485.253906
	Iteration 52Q: 3 clusters Score -4552007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4552001.500000 Penalty: 12485.253906
	Iteration 53Q: 3 clusters Score -4552002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4552004.000000 Penalty: 12485.253906
	Iteration 54Q: 3 clusters Score -4552004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4552008.000000 Penalty: 12485.253906
	Iteration 55Q: 3 clusters Score -4552008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4552008.500000 Penalty: 12485.253906
	Iteration 56Q: 3 clusters Score -4552008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4552008.500000 Penalty: 12485.253906
	Iteration 57F: 3 clusters Score -4552008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Entering Unmasked Estep 
Score: -3266083.000000 Penalty: 6031.981445
	Iteration 0F: 2 clusters Score -3266083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3250241.000000 Penalty: 12063.962891
	Iteration 0F: 3 clusters Score -3250241 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3254428.500000 Penalty: 12063.962891
	Iteration 1F: 3 clusters Score -3254428 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3255247.250000 Penalty: 12063.962891
	Iteration 2F: 3 clusters Score -3255247 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3256062.000000 Penalty: 12063.962891
	Iteration 3F: 3 clusters Score -3256062 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3257060.000000 Penalty: 12063.962891
	Iteration 4F: 3 clusters Score -3257060 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3258341.000000 Penalty: 12063.962891
	Iteration 5F: 3 clusters Score -3258341 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3259500.000000 Penalty: 12063.962891
	Iteration 6F: 3 clusters Score -3259500 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3260498.250000 Penalty: 12063.962891
	Iteration 7F: 3 clusters Score -3260498 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3261408.750000 Penalty: 12063.962891
	Iteration 8F: 3 clusters Score -3261409 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3262060.500000 Penalty: 12063.962891
	Iteration 9Q: 3 clusters Score -3262060 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3262605.250000 Penalty: 12063.962891
	Iteration 10Q: 3 clusters Score -3262605 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3262954.500000 Penalty: 12063.962891
	Iteration 11Q: 3 clusters Score -3262954 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3263199.500000 Penalty: 12063.962891
	Iteration 12Q: 3 clusters Score -3263200 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3263388.250000 Penalty: 12063.962891
	Iteration 13Q: 3 clusters Score -3263388 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3263512.250000 Penalty: 12063.962891
	Iteration 14Q: 3 clusters Score -3263512 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3263606.500000 Penalty: 12063.962891
	Iteration 15Q: 3 clusters Score -3263606 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3263665.250000 Penalty: 12063.962891
	Iteration 16Q: 3 clusters Score -3263665 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3263756.500000 Penalty: 12063.962891
	Iteration 17Q: 3 clusters Score -3263756 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3263824.250000 Penalty: 12063.962891
	Iteration 18Q: 3 clusters Score -3263824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3263890.500000 Penalty: 12063.962891
	Iteration 19Q: 3 clusters Score -3263890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3263973.000000 Penalty: 12063.962891
	Iteration 20F: 3 clusters Score -3263973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3264007.750000 Penalty: 12063.962891
	Iteration 21Q: 3 clusters Score -3264008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3264055.500000 Penalty: 12063.962891
	Iteration 22Q: 3 clusters Score -3264056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3264101.250000 Penalty: 12063.962891
	Iteration 23Q: 3 clusters Score -3264101 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3264171.000000 Penalty: 12063.962891
	Iteration 24Q: 3 clusters Score -3264171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3264255.000000 Penalty: 12063.962891
	Iteration 25Q: 3 clusters Score -3264255 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3264349.500000 Penalty: 12063.962891
	Iteration 26Q: 3 clusters Score -3264350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3264439.750000 Penalty: 12063.962891
	Iteration 27Q: 3 clusters Score -3264440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3264493.750000 Penalty: 12063.962891
	Iteration 28Q: 3 clusters Score -3264494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3264543.250000 Penalty: 12063.962891
	Iteration 29Q: 3 clusters Score -3264543 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3264577.750000 Penalty: 12063.962891
	Iteration 30Q: 3 clusters Score -3264578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3264608.500000 Penalty: 12063.962891
	Iteration 31Q: 3 clusters Score -3264608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3264635.000000 Penalty: 12063.962891
	Iteration 32Q: 3 clusters Score -3264635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3264640.000000 Penalty: 12063.962891
	Iteration 33Q: 3 clusters Score -3264640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3264649.750000 Penalty: 12063.962891
	Iteration 34Q: 3 clusters Score -3264650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3264658.250000 Penalty: 12063.962891
	Iteration 35Q: 3 clusters Score -3264658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3264672.250000 Penalty: 12063.962891
	Iteration 36Q: 3 clusters Score -3264672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3264676.000000 Penalty: 12063.962891
	Iteration 37Q: 3 clusters Score -3264676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3264682.000000 Penalty: 12063.962891
	Iteration 38Q: 3 clusters Score -3264682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3264691.000000 Penalty: 12063.962891
	Iteration 39Q: 3 clusters Score -3264691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3264704.500000 Penalty: 12063.962891
	Iteration 40F: 3 clusters Score -3264704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3264702.250000 Penalty: 12063.962891
	Iteration 41Q: 3 clusters Score -3264702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3264706.500000 Penalty: 12063.962891
	Iteration 42Q: 3 clusters Score -3264706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3264721.250000 Penalty: 12063.962891
	Iteration 43Q: 3 clusters Score -3264721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3264730.500000 Penalty: 12063.962891
	Iteration 44Q: 3 clusters Score -3264730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3264725.000000 Penalty: 12063.962891
	Iteration 45Q: 3 clusters Score -3264725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3264737.000000 Penalty: 12063.962891
	Iteration 46Q: 3 clusters Score -3264737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3264743.750000 Penalty: 12063.962891
	Iteration 47Q: 3 clusters Score -3264744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3264763.500000 Penalty: 12063.962891
	Iteration 48Q: 3 clusters Score -3264764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3264759.500000 Penalty: 12063.962891
	Iteration 49Q: 3 clusters Score -3264760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3264763.000000 Penalty: 12063.962891
	Iteration 50Q: 3 clusters Score -3264763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3264766.750000 Penalty: 12063.962891
	Iteration 51Q: 3 clusters Score -3264767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3264778.000000 Penalty: 12063.962891
	Iteration 52Q: 3 clusters Score -3264778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3264777.000000 Penalty: 12063.962891
	Iteration 53Q: 3 clusters Score -3264777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3264777.750000 Penalty: 12063.962891
	Iteration 54Q: 3 clusters Score -3264778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3264783.000000 Penalty: 12063.962891
	Iteration 55Q: 3 clusters Score -3264783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3264801.500000 Penalty: 12063.962891
	Iteration 56Q: 3 clusters Score -3264802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3264829.500000 Penalty: 12063.962891
	Iteration 57Q: 3 clusters Score -3264830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3264835.750000 Penalty: 12063.962891
	Iteration 58Q: 3 clusters Score -3264836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3264875.500000 Penalty: 12063.962891
	Iteration 59Q: 3 clusters Score -3264876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3264895.250000 Penalty: 12063.962891
	Iteration 60F: 3 clusters Score -3264895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3264926.250000 Penalty: 12063.962891
	Iteration 61Q: 3 clusters Score -3264926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3264983.000000 Penalty: 12063.962891
	Iteration 62Q: 3 clusters Score -3264983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3265043.750000 Penalty: 12063.962891
	Iteration 63Q: 3 clusters Score -3265044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3265108.500000 Penalty: 12063.962891
	Iteration 64Q: 3 clusters Score -3265108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3265141.250000 Penalty: 12063.962891
	Iteration 65Q: 3 clusters Score -3265141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3265160.500000 Penalty: 12063.962891
	Iteration 66Q: 3 clusters Score -3265160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3265169.500000 Penalty: 12063.962891
	Iteration 67Q: 3 clusters Score -3265170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3265175.750000 Penalty: 12063.962891
	Iteration 68Q: 3 clusters Score -3265176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3265185.250000 Penalty: 12063.962891
	Iteration 69Q: 3 clusters Score -3265185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3265179.750000 Penalty: 12063.962891
	Iteration 70Q: 3 clusters Score -3265180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3265186.500000 Penalty: 12063.962891
	Iteration 71Q: 3 clusters Score -3265186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3265196.500000 Penalty: 12063.962891
	Iteration 72Q: 3 clusters Score -3265196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3265199.750000 Penalty: 12063.962891
	Iteration 73Q: 3 clusters Score -3265200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3265207.750000 Penalty: 12063.962891
	Iteration 74Q: 3 clusters Score -3265208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3265212.250000 Penalty: 12063.962891
	Iteration 75Q: 3 clusters Score -3265212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3265212.750000 Penalty: 12063.962891
	Iteration 76Q: 3 clusters Score -3265213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3265210.250000 Penalty: 12063.962891
	Iteration 77Q: 3 clusters Score -3265210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3265214.250000 Penalty: 12063.962891
	Iteration 78Q: 3 clusters Score -3265214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3265217.000000 Penalty: 12063.962891
	Iteration 79Q: 3 clusters Score -3265217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3265220.750000 Penalty: 12063.962891
	Iteration 80F: 3 clusters Score -3265221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3265227.250000 Penalty: 12063.962891
	Iteration 81Q: 3 clusters Score -3265227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3265226.750000 Penalty: 12063.962891
	Iteration 82Q: 3 clusters Score -3265227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3265237.250000 Penalty: 12063.962891
	Iteration 83Q: 3 clusters Score -3265237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3265241.500000 Penalty: 12063.962891
	Iteration 84Q: 3 clusters Score -3265242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3265243.500000 Penalty: 12063.962891
	Iteration 85Q: 3 clusters Score -3265244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3265247.000000 Penalty: 12063.962891
	Iteration 86Q: 3 clusters Score -3265247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3265251.250000 Penalty: 12063.962891
	Iteration 87Q: 3 clusters Score -3265251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3265250.750000 Penalty: 12063.962891
	Iteration 88Q: 3 clusters Score -3265251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3265257.500000 Penalty: 12063.962891
	Iteration 89Q: 3 clusters Score -3265258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3265255.250000 Penalty: 12063.962891
	Iteration 90Q: 3 clusters Score -3265255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3265267.750000 Penalty: 12063.962891
	Iteration 91Q: 3 clusters Score -3265268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3265270.250000 Penalty: 12063.962891
	Iteration 92Q: 3 clusters Score -3265270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3265278.250000 Penalty: 12063.962891
	Iteration 93Q: 3 clusters Score -3265278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3265288.750000 Penalty: 12063.962891
	Iteration 94Q: 3 clusters Score -3265289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3265306.250000 Penalty: 12063.962891
	Iteration 95Q: 3 clusters Score -3265306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3265318.500000 Penalty: 12063.962891
	Iteration 96Q: 3 clusters Score -3265318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3265340.000000 Penalty: 12063.962891
	Iteration 97Q: 3 clusters Score -3265340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3265373.500000 Penalty: 12063.962891
	Iteration 98Q: 3 clusters Score -3265374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3265408.750000 Penalty: 12063.962891
	Iteration 99Q: 3 clusters Score -3265409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3265472.250000 Penalty: 12063.962891
	Iteration 100F: 3 clusters Score -3265472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3265572.750000 Penalty: 12063.962891
	Iteration 101Q: 3 clusters Score -3265573 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3265821.500000 Penalty: 12063.962891
	Iteration 102Q: 3 clusters Score -3265822 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3266419.250000 Penalty: 12063.962891
	Iteration 103Q: 3 clusters Score -3266419 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3267281.000000 Penalty: 12063.962891
	Iteration 104Q: 3 clusters Score -3267281 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3267736.500000 Penalty: 12063.962891
	Iteration 105Q: 3 clusters Score -3267736 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3267924.250000 Penalty: 12063.962891
	Iteration 106Q: 3 clusters Score -3267924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3268036.750000 Penalty: 12063.962891
	Iteration 107Q: 3 clusters Score -3268037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3268104.000000 Penalty: 12063.962891
	Iteration 108Q: 3 clusters Score -3268104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3268140.750000 Penalty: 12063.962891
	Iteration 109Q: 3 clusters Score -3268141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3268154.500000 Penalty: 12063.962891
	Iteration 110Q: 3 clusters Score -3268154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3268158.500000 Penalty: 12063.962891
	Iteration 111Q: 3 clusters Score -3268158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3268174.750000 Penalty: 12063.962891
	Iteration 112Q: 3 clusters Score -3268175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3268186.500000 Penalty: 12063.962891
	Iteration 113Q: 3 clusters Score -3268186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3268189.000000 Penalty: 12063.962891
	Iteration 114Q: 3 clusters Score -3268189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3268194.500000 Penalty: 12063.962891
	Iteration 115Q: 3 clusters Score -3268194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3268205.500000 Penalty: 12063.962891
	Iteration 116Q: 3 clusters Score -3268206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3268198.250000 Penalty: 12063.962891
	Iteration 117Q: 3 clusters Score -3268198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3268210.750000 Penalty: 12063.962891
	Iteration 118Q: 3 clusters Score -3268211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3268205.500000 Penalty: 12063.962891
	Iteration 119Q: 3 clusters Score -3268206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3268244.500000 Penalty: 12063.962891
	Iteration 120F: 3 clusters Score -3268244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3268274.000000 Penalty: 12063.962891
	Iteration 121Q: 3 clusters Score -3268274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3268282.250000 Penalty: 12063.962891
	Iteration 122Q: 3 clusters Score -3268282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3268284.250000 Penalty: 12063.962891
	Iteration 123Q: 3 clusters Score -3268284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3268287.500000 Penalty: 12063.962891
	Iteration 124Q: 3 clusters Score -3268288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3268290.000000 Penalty: 12063.962891
	Iteration 125Q: 3 clusters Score -3268290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3268292.500000 Penalty: 12063.962891
	Iteration 126Q: 3 clusters Score -3268292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3268291.250000 Penalty: 12063.962891
	Iteration 127Q: 3 clusters Score -3268291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3268288.250000 Penalty: 12063.962891
	Iteration 128Q: 3 clusters Score -3268288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3268288.000000 Penalty: 12063.962891
	Iteration 129Q: 3 clusters Score -3268288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3268294.250000 Penalty: 12063.962891
	Iteration 130Q: 3 clusters Score -3268294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3268295.000000 Penalty: 12063.962891
	Iteration 131Q: 3 clusters Score -3268295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3268298.250000 Penalty: 12063.962891
	Iteration 132Q: 3 clusters Score -3268298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3268299.000000 Penalty: 12063.962891
	Iteration 133Q: 3 clusters Score -3268299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3268297.750000 Penalty: 12063.962891
	Iteration 134Q: 3 clusters Score -3268298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3268297.750000 Penalty: 12063.962891
	Iteration 135F: 3 clusters Score -3268298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 6670 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51790 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74457 members 
Mstep: Class 17 contains 97225 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 178596 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63747 members 
Mstep: Class 31 contains 12253 members 
Entering Unmasked Estep 
Score: -226848752.000000 Penalty: 267010.843750
Splitting cluster 2 changes total score from -226849936.000000 to -226848752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (35113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Entering Unmasked Estep 
Score: -6331907.000000 Penalty: 6410.625000
	Iteration 0F: 2 clusters Score -6331907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6305763.500000 Penalty: 12821.250000
	Iteration 0F: 3 clusters Score -6305764 nChanged 15068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6313638.500000 Penalty: 12821.250000
	Iteration 1F: 3 clusters Score -6313638 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -6314578.000000 Penalty: 12821.250000
	Iteration 2F: 3 clusters Score -6314578 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -6315395.500000 Penalty: 12821.250000
	Iteration 3F: 3 clusters Score -6315396 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -6316211.000000 Penalty: 12821.250000
	Iteration 4Q: 3 clusters Score -6316211 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -6317043.500000 Penalty: 12821.250000
	Iteration 5Q: 3 clusters Score -6317044 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -6318051.500000 Penalty: 12821.250000
	Iteration 6Q: 3 clusters Score -6318052 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -6319166.500000 Penalty: 12821.250000
	Iteration 7F: 3 clusters Score -6319166 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -6320410.500000 Penalty: 12821.250000
	Iteration 8F: 3 clusters Score -6320410 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -6321643.000000 Penalty: 12821.250000
	Iteration 9F: 3 clusters Score -6321643 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6322783.500000 Penalty: 12821.250000
	Iteration 10F: 3 clusters Score -6322784 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -6323678.000000 Penalty: 12821.250000
	Iteration 11Q: 3 clusters Score -6323678 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -6324363.500000 Penalty: 12821.250000
	Iteration 12Q: 3 clusters Score -6324364 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -6324803.500000 Penalty: 12821.250000
	Iteration 13Q: 3 clusters Score -6324804 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -6325095.000000 Penalty: 12821.250000
	Iteration 14Q: 3 clusters Score -6325095 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -6325271.000000 Penalty: 12821.250000
	Iteration 15Q: 3 clusters Score -6325271 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -6325409.000000 Penalty: 12821.250000
	Iteration 16Q: 3 clusters Score -6325409 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -6325522.500000 Penalty: 12821.250000
	Iteration 17Q: 3 clusters Score -6325522 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -6325587.000000 Penalty: 12821.250000
	Iteration 18Q: 3 clusters Score -6325587 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -6325664.500000 Penalty: 12821.250000
	Iteration 19Q: 3 clusters Score -6325664 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -6325691.000000 Penalty: 12821.250000
	Iteration 20F: 3 clusters Score -6325691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6325722.000000 Penalty: 12821.250000
	Iteration 21Q: 3 clusters Score -6325722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -6325738.000000 Penalty: 12821.250000
	Iteration 22Q: 3 clusters Score -6325738 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -6325768.000000 Penalty: 12821.250000
	Iteration 23Q: 3 clusters Score -6325768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -6325788.000000 Penalty: 12821.250000
	Iteration 24Q: 3 clusters Score -6325788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -6325784.500000 Penalty: 12821.250000
	Iteration 25Q: 3 clusters Score -6325784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -6325805.000000 Penalty: 12821.250000
	Iteration 26Q: 3 clusters Score -6325805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -6325792.000000 Penalty: 12821.250000
	Iteration 27Q: 3 clusters Score -6325792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -6325797.500000 Penalty: 12821.250000
	Iteration 28Q: 3 clusters Score -6325798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -6325793.500000 Penalty: 12821.250000
	Iteration 29Q: 3 clusters Score -6325794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -6325808.500000 Penalty: 12821.250000
	Iteration 30Q: 3 clusters Score -6325808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -6325802.000000 Penalty: 12821.250000
	Iteration 31Q: 3 clusters Score -6325802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6325800.000000 Penalty: 12821.250000
	Iteration 32Q: 3 clusters Score -6325800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -6325805.000000 Penalty: 12821.250000
	Iteration 33Q: 3 clusters Score -6325805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -6325805.500000 Penalty: 12821.250000
	Iteration 34Q: 3 clusters Score -6325806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -6325818.000000 Penalty: 12821.250000
	Iteration 35Q: 3 clusters Score -6325818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -6325817.500000 Penalty: 12821.250000
	Iteration 36Q: 3 clusters Score -6325818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -6325832.000000 Penalty: 12821.250000
	Iteration 37Q: 3 clusters Score -6325832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -6325830.000000 Penalty: 12821.250000
	Iteration 38Q: 3 clusters Score -6325830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -6325829.000000 Penalty: 12821.250000
	Iteration 39Q: 3 clusters Score -6325829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6325831.500000 Penalty: 12821.250000
	Iteration 40F: 3 clusters Score -6325832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6325825.000000 Penalty: 12821.250000
	Iteration 41Q: 3 clusters Score -6325825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -6325819.500000 Penalty: 12821.250000
	Iteration 42Q: 3 clusters Score -6325820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6325821.000000 Penalty: 12821.250000
	Iteration 43Q: 3 clusters Score -6325821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -6325824.000000 Penalty: 12821.250000
	Iteration 44Q: 3 clusters Score -6325824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -6325830.000000 Penalty: 12821.250000
	Iteration 45Q: 3 clusters Score -6325830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -6325838.500000 Penalty: 12821.250000
	Iteration 46Q: 3 clusters Score -6325838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -6325834.500000 Penalty: 12821.250000
	Iteration 47Q: 3 clusters Score -6325834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -6325841.500000 Penalty: 12821.250000
	Iteration 48Q: 3 clusters Score -6325842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -6325834.500000 Penalty: 12821.250000
	Iteration 49Q: 3 clusters Score -6325834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -6325840.000000 Penalty: 12821.250000
	Iteration 50Q: 3 clusters Score -6325840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -6325844.500000 Penalty: 12821.250000
	Iteration 51Q: 3 clusters Score -6325844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6325834.500000 Penalty: 12821.250000
	Iteration 52Q: 3 clusters Score -6325834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6325835.000000 Penalty: 12821.250000
	Iteration 53Q: 3 clusters Score -6325835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6325832.000000 Penalty: 12821.250000
	Iteration 54Q: 3 clusters Score -6325832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -6325824.500000 Penalty: 12821.250000
	Iteration 55Q: 3 clusters Score -6325824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -6325821.500000 Penalty: 12821.250000
	Iteration 56Q: 3 clusters Score -6325822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -6325830.500000 Penalty: 12821.250000
	Iteration 57Q: 3 clusters Score -6325830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6325832.000000 Penalty: 12821.250000
	Iteration 58Q: 3 clusters Score -6325832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -6325831.500000 Penalty: 12821.250000
	Iteration 59Q: 3 clusters Score -6325832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -6325835.000000 Penalty: 12821.250000
	Iteration 60F: 3 clusters Score -6325835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476794 members 
Entering Unmasked Estep 
Score: -86111008.000000 Penalty: 8008.339355
	Iteration 0F: 2 clusters Score -8.611101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238462 members 
Mstep: Class 2 contains 238332 members 
Entering Unmasked Estep 
Score: -85810200.000000 Penalty: 16016.678711
	Iteration 0F: 3 clusters Score -8.58102e+07 nChanged 228979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242133 members 
Mstep: Class 2 contains 234661 members 
Entering Unmasked Estep 
Score: -85946328.000000 Penalty: 16016.678711
	Iteration 1F: 3 clusters Score -8.594633e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244437 members 
Mstep: Class 2 contains 232357 members 
Entering Unmasked Estep 
Score: -85948144.000000 Penalty: 16016.678711
	Iteration 2Q: 3 clusters Score -8.594814e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248296 members 
Mstep: Class 2 contains 228498 members 
Entering Unmasked Estep 
Score: -85950640.000000 Penalty: 16016.678711
	Iteration 3Q: 3 clusters Score -8.595064e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254307 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -85954560.000000 Penalty: 16016.678711
	Iteration 4Q: 3 clusters Score -8.595456e+07 nChanged 17320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263691 members 
Mstep: Class 2 contains 213103 members 
Entering Unmasked Estep 
Score: -85959976.000000 Penalty: 16016.678711
	Iteration 5Q: 3 clusters Score -8.595998e+07 nChanged 21214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277685 members 
Mstep: Class 2 contains 199109 members 
Entering Unmasked Estep 
Score: -85968832.000000 Penalty: 16016.678711
	Iteration 6Q: 3 clusters Score -8.596883e+07 nChanged 26350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297635 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -85981776.000000 Penalty: 16016.678711
	Iteration 7F: 3 clusters Score -8.598178e+07 nChanged 31207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323976 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -86001000.000000 Penalty: 16016.678711
	Iteration 8F: 3 clusters Score -8.6001e+07 nChanged 34701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355635 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -86026032.000000 Penalty: 16016.678711
	Iteration 9F: 3 clusters Score -8.602603e+07 nChanged 34977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389346 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -86053872.000000 Penalty: 16016.678711
	Iteration 10F: 3 clusters Score -8.605387e+07 nChanged 30708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419604 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -86079504.000000 Penalty: 16016.678711
	Iteration 11F: 3 clusters Score -8.60795e+07 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442146 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -86097024.000000 Penalty: 16016.678711
	Iteration 12Q: 3 clusters Score -8.609702e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456272 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -86104440.000000 Penalty: 16016.678711
	Iteration 13Q: 3 clusters Score -8.610444e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464111 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -86107136.000000 Penalty: 16016.678711
	Iteration 14Q: 3 clusters Score -8.610714e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468070 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -86108040.000000 Penalty: 16016.678711
	Iteration 15Q: 3 clusters Score -8.610804e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470040 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -86108528.000000 Penalty: 16016.678711
	Iteration 16Q: 3 clusters Score -8.610853e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471131 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -86108424.000000 Penalty: 16016.678711
	Iteration 17Q: 3 clusters Score -8.610842e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471735 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -86108384.000000 Penalty: 16016.678711
	Iteration 18Q: 3 clusters Score -8.610838e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472116 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -86108240.000000 Penalty: 16016.678711
	Iteration 19Q: 3 clusters Score -8.610824e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472362 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -86108232.000000 Penalty: 16016.678711
	Iteration 20F: 3 clusters Score -8.610823e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472496 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -86108272.000000 Penalty: 16016.678711
	Iteration 21Q: 3 clusters Score -8.610827e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472610 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -86108160.000000 Penalty: 16016.678711
	Iteration 22Q: 3 clusters Score -8.610816e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472696 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -86108152.000000 Penalty: 16016.678711
	Iteration 23Q: 3 clusters Score -8.610815e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472775 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -86108200.000000 Penalty: 16016.678711
	Iteration 24Q: 3 clusters Score -8.61082e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472847 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -86108200.000000 Penalty: 16016.678711
	Iteration 25Q: 3 clusters Score -8.61082e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472890 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -86108200.000000 Penalty: 16016.678711
	Iteration 26Q: 3 clusters Score -8.61082e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472909 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -86108304.000000 Penalty: 16016.678711
	Iteration 27Q: 3 clusters Score -8.61083e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472934 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -86108376.000000 Penalty: 16016.678711
	Iteration 28Q: 3 clusters Score -8.610838e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472961 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -86108280.000000 Penalty: 16016.678711
	Iteration 29Q: 3 clusters Score -8.610828e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472992 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -86108280.000000 Penalty: 16016.678711
	Iteration 30Q: 3 clusters Score -8.610828e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473016 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -86108272.000000 Penalty: 16016.678711
	Iteration 31Q: 3 clusters Score -8.610827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473022 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -86108344.000000 Penalty: 16016.678711
	Iteration 32Q: 3 clusters Score -8.610834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473028 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -86108360.000000 Penalty: 16016.678711
	Iteration 33Q: 3 clusters Score -8.610836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473051 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -86108352.000000 Penalty: 16016.678711
	Iteration 34Q: 3 clusters Score -8.610835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473066 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -86108376.000000 Penalty: 16016.678711
	Iteration 35Q: 3 clusters Score -8.610838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473079 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -86108368.000000 Penalty: 16016.678711
	Iteration 36Q: 3 clusters Score -8.610837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473085 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -86108392.000000 Penalty: 16016.678711
	Iteration 37Q: 3 clusters Score -8.610839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473090 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -86108400.000000 Penalty: 16016.678711
	Iteration 38Q: 3 clusters Score -8.61084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473092 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -86108376.000000 Penalty: 16016.678711
	Iteration 39Q: 3 clusters Score -8.610838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473096 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -86108376.000000 Penalty: 16016.678711
	Iteration 40F: 3 clusters Score -8.610838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473099 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -86108392.000000 Penalty: 16016.678711
	Iteration 41Q: 3 clusters Score -8.610839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473102 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -86108304.000000 Penalty: 16016.678711
	Iteration 42Q: 3 clusters Score -8.61083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473103 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -86108352.000000 Penalty: 16016.678711
	Iteration 43Q: 3 clusters Score -8.610835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473104 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -86108376.000000 Penalty: 16016.678711
	Iteration 44Q: 3 clusters Score -8.610838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473106 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -86108360.000000 Penalty: 16016.678711
	Iteration 45Q: 3 clusters Score -8.610836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473106 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -86108368.000000 Penalty: 16016.678711
	Iteration 46Q: 3 clusters Score -8.610837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473106 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -86108384.000000 Penalty: 16016.678711
	Iteration 47Q: 3 clusters Score -8.610838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473106 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -86108408.000000 Penalty: 16016.678711
	Iteration 48Q: 3 clusters Score -8.610841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473110 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -86108416.000000 Penalty: 16016.678711
	Iteration 49Q: 3 clusters Score -8.610842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473112 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -86108392.000000 Penalty: 16016.678711
	Iteration 50Q: 3 clusters Score -8.610839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473113 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -86108440.000000 Penalty: 16016.678711
	Iteration 51Q: 3 clusters Score -8.610844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473114 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -86108408.000000 Penalty: 16016.678711
	Iteration 52Q: 3 clusters Score -8.610841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473116 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -86108368.000000 Penalty: 16016.678711
	Iteration 53Q: 3 clusters Score -8.610837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473120 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -86108344.000000 Penalty: 16016.678711
	Iteration 54Q: 3 clusters Score -8.610834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473120 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -86108368.000000 Penalty: 16016.678711
	Iteration 55Q: 3 clusters Score -8.610837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473121 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -86108352.000000 Penalty: 16016.678711
	Iteration 56Q: 3 clusters Score -8.610835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473123 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -86108384.000000 Penalty: 16016.678711
	Iteration 57Q: 3 clusters Score -8.610838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473123 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -86108384.000000 Penalty: 16016.678711
	Iteration 58Q: 3 clusters Score -8.610838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473123 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -86108408.000000 Penalty: 16016.678711
	Iteration 59Q: 3 clusters Score -8.610841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473121 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -86108408.000000 Penalty: 16016.678711
	Iteration 60F: 3 clusters Score -8.610841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Entering Unmasked Estep 
Score: -9417602.000000 Penalty: 6648.658691
	Iteration 0F: 2 clusters Score -9417602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -9380634.000000 Penalty: 13297.317383
	Iteration 0F: 3 clusters Score -9380634 nChanged 22939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -9392800.000000 Penalty: 13297.317383
	Iteration 1F: 3 clusters Score -9392800 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -9393621.000000 Penalty: 13297.317383
	Iteration 2Q: 3 clusters Score -9393621 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -9394280.000000 Penalty: 13297.317383
	Iteration 3Q: 3 clusters Score -9394280 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -9394783.000000 Penalty: 13297.317383
	Iteration 4Q: 3 clusters Score -9394783 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -9395317.000000 Penalty: 13297.317383
	Iteration 5Q: 3 clusters Score -9395317 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -9395923.000000 Penalty: 13297.317383
	Iteration 6Q: 3 clusters Score -9395923 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -9396583.000000 Penalty: 13297.317383
	Iteration 7Q: 3 clusters Score -9396583 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -9397667.000000 Penalty: 13297.317383
	Iteration 8Q: 3 clusters Score -9397667 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -9399141.000000 Penalty: 13297.317383
	Iteration 9F: 3 clusters Score -9399141 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9401268.000000 Penalty: 13297.317383
	Iteration 10F: 3 clusters Score -9401268 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -9403704.000000 Penalty: 13297.317383
	Iteration 11F: 3 clusters Score -9403704 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -9406093.000000 Penalty: 13297.317383
	Iteration 12F: 3 clusters Score -9406093 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -9408072.000000 Penalty: 13297.317383
	Iteration 13Q: 3 clusters Score -9408072 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -9409356.000000 Penalty: 13297.317383
	Iteration 14Q: 3 clusters Score -9409356 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -9410184.000000 Penalty: 13297.317383
	Iteration 15Q: 3 clusters Score -9410184 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -9410704.000000 Penalty: 13297.317383
	Iteration 16Q: 3 clusters Score -9410704 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -9411056.000000 Penalty: 13297.317383
	Iteration 17Q: 3 clusters Score -9411056 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -9411243.000000 Penalty: 13297.317383
	Iteration 18Q: 3 clusters Score -9411243 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9411391.000000 Penalty: 13297.317383
	Iteration 19Q: 3 clusters Score -9411391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -9411496.000000 Penalty: 13297.317383
	Iteration 20F: 3 clusters Score -9411496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -9411588.000000 Penalty: 13297.317383
	Iteration 21Q: 3 clusters Score -9411588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9411617.000000 Penalty: 13297.317383
	Iteration 22Q: 3 clusters Score -9411617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -9411661.000000 Penalty: 13297.317383
	Iteration 23Q: 3 clusters Score -9411661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -9411680.000000 Penalty: 13297.317383
	Iteration 24Q: 3 clusters Score -9411680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -9411718.000000 Penalty: 13297.317383
	Iteration 25Q: 3 clusters Score -9411718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -9411751.000000 Penalty: 13297.317383
	Iteration 26Q: 3 clusters Score -9411751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -9411760.000000 Penalty: 13297.317383
	Iteration 27Q: 3 clusters Score -9411760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9411770.000000 Penalty: 13297.317383
	Iteration 28Q: 3 clusters Score -9411770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -9411774.000000 Penalty: 13297.317383
	Iteration 29Q: 3 clusters Score -9411774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -9411774.000000 Penalty: 13297.317383
	Iteration 30Q: 3 clusters Score -9411774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -9411787.000000 Penalty: 13297.317383
	Iteration 31Q: 3 clusters Score -9411787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -9411783.000000 Penalty: 13297.317383
	Iteration 32Q: 3 clusters Score -9411783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -9411793.000000 Penalty: 13297.317383
	Iteration 33Q: 3 clusters Score -9411793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -9411795.000000 Penalty: 13297.317383
	Iteration 34Q: 3 clusters Score -9411795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9411790.000000 Penalty: 13297.317383
	Iteration 35Q: 3 clusters Score -9411790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -9411786.000000 Penalty: 13297.317383
	Iteration 36Q: 3 clusters Score -9411786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -9411791.000000 Penalty: 13297.317383
	Iteration 37Q: 3 clusters Score -9411791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -9411794.000000 Penalty: 13297.317383
	Iteration 38Q: 3 clusters Score -9411794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -9411794.000000 Penalty: 13297.317383
	Iteration 39F: 3 clusters Score -9411794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Entering Unmasked Estep 
Score: -2957744.250000 Penalty: 5980.834473
	Iteration 0F: 2 clusters Score -2957744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2942811.500000 Penalty: 11961.668945
	Iteration 0F: 3 clusters Score -2942812 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2946681.250000 Penalty: 11961.668945
	Iteration 1F: 3 clusters Score -2946681 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2947395.000000 Penalty: 11961.668945
	Iteration 2F: 3 clusters Score -2947395 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2947878.750000 Penalty: 11961.668945
	Iteration 3F: 3 clusters Score -2947879 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2948248.250000 Penalty: 11961.668945
	Iteration 4Q: 3 clusters Score -2948248 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2948502.250000 Penalty: 11961.668945
	Iteration 5Q: 3 clusters Score -2948502 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2948727.750000 Penalty: 11961.668945
	Iteration 6Q: 3 clusters Score -2948728 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2948919.000000 Penalty: 11961.668945
	Iteration 7Q: 3 clusters Score -2948919 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2949085.500000 Penalty: 11961.668945
	Iteration 8Q: 3 clusters Score -2949086 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2949240.500000 Penalty: 11961.668945
	Iteration 9Q: 3 clusters Score -2949240 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2949426.500000 Penalty: 11961.668945
	Iteration 10Q: 3 clusters Score -2949426 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2949572.250000 Penalty: 11961.668945
	Iteration 11Q: 3 clusters Score -2949572 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2949734.000000 Penalty: 11961.668945
	Iteration 12Q: 3 clusters Score -2949734 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2949955.250000 Penalty: 11961.668945
	Iteration 13Q: 3 clusters Score -2949955 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2950193.500000 Penalty: 11961.668945
	Iteration 14Q: 3 clusters Score -2950194 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2950422.250000 Penalty: 11961.668945
	Iteration 15Q: 3 clusters Score -2950422 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2950679.000000 Penalty: 11961.668945
	Iteration 16Q: 3 clusters Score -2950679 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2950980.000000 Penalty: 11961.668945
	Iteration 17Q: 3 clusters Score -2950980 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2951293.750000 Penalty: 11961.668945
	Iteration 18Q: 3 clusters Score -2951294 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2951612.750000 Penalty: 11961.668945
	Iteration 19Q: 3 clusters Score -2951613 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2951962.000000 Penalty: 11961.668945
	Iteration 20F: 3 clusters Score -2951962 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2952284.750000 Penalty: 11961.668945
	Iteration 21Q: 3 clusters Score -2952285 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2952525.000000 Penalty: 11961.668945
	Iteration 22Q: 3 clusters Score -2952525 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2952713.750000 Penalty: 11961.668945
	Iteration 23Q: 3 clusters Score -2952714 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2952875.250000 Penalty: 11961.668945
	Iteration 24Q: 3 clusters Score -2952875 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2953001.750000 Penalty: 11961.668945
	Iteration 25Q: 3 clusters Score -2953002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2953092.000000 Penalty: 11961.668945
	Iteration 26Q: 3 clusters Score -2953092 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2953158.750000 Penalty: 11961.668945
	Iteration 27Q: 3 clusters Score -2953159 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2953206.500000 Penalty: 11961.668945
	Iteration 28Q: 3 clusters Score -2953206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2953239.500000 Penalty: 11961.668945
	Iteration 29Q: 3 clusters Score -2953240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2953264.250000 Penalty: 11961.668945
	Iteration 30Q: 3 clusters Score -2953264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2953290.500000 Penalty: 11961.668945
	Iteration 31Q: 3 clusters Score -2953290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2953318.000000 Penalty: 11961.668945
	Iteration 32Q: 3 clusters Score -2953318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2953333.750000 Penalty: 11961.668945
	Iteration 33Q: 3 clusters Score -2953334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2953365.750000 Penalty: 11961.668945
	Iteration 34Q: 3 clusters Score -2953366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2953383.250000 Penalty: 11961.668945
	Iteration 35Q: 3 clusters Score -2953383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2953384.250000 Penalty: 11961.668945
	Iteration 36Q: 3 clusters Score -2953384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2953393.250000 Penalty: 11961.668945
	Iteration 37Q: 3 clusters Score -2953393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2953402.500000 Penalty: 11961.668945
	Iteration 38Q: 3 clusters Score -2953402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2953416.250000 Penalty: 11961.668945
	Iteration 39Q: 3 clusters Score -2953416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2953422.750000 Penalty: 11961.668945
	Iteration 40F: 3 clusters Score -2953423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2953420.750000 Penalty: 11961.668945
	Iteration 41Q: 3 clusters Score -2953421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2953430.750000 Penalty: 11961.668945
	Iteration 42Q: 3 clusters Score -2953431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2953433.250000 Penalty: 11961.668945
	Iteration 43Q: 3 clusters Score -2953433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2953442.250000 Penalty: 11961.668945
	Iteration 44Q: 3 clusters Score -2953442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2953452.000000 Penalty: 11961.668945
	Iteration 45Q: 3 clusters Score -2953452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2953456.500000 Penalty: 11961.668945
	Iteration 46Q: 3 clusters Score -2953456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2953462.750000 Penalty: 11961.668945
	Iteration 47Q: 3 clusters Score -2953463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2953464.750000 Penalty: 11961.668945
	Iteration 48Q: 3 clusters Score -2953465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2953466.000000 Penalty: 11961.668945
	Iteration 49Q: 3 clusters Score -2953466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2953467.750000 Penalty: 11961.668945
	Iteration 50Q: 3 clusters Score -2953468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2953469.750000 Penalty: 11961.668945
	Iteration 51Q: 3 clusters Score -2953470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2953468.000000 Penalty: 11961.668945
	Iteration 52Q: 3 clusters Score -2953468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2953467.000000 Penalty: 11961.668945
	Iteration 53Q: 3 clusters Score -2953467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2953467.000000 Penalty: 11961.668945
	Iteration 54F: 3 clusters Score -2953467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -193395.750000 Penalty: 4289.377441
	Iteration 0F: 2 clusters Score -193395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -189167.375000 Penalty: 8578.754883
	Iteration 0F: 3 clusters Score -189167.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -189502.140625 Penalty: 8578.754883
	Iteration 1F: 3 clusters Score -189502.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -189594.812500 Penalty: 8578.754883
	Iteration 2Q: 3 clusters Score -189594.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -189655.093750 Penalty: 8578.754883
	Iteration 3Q: 3 clusters Score -189655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -189683.296875 Penalty: 8578.754883
	Iteration 4Q: 3 clusters Score -189683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -189689.421875 Penalty: 8578.754883
	Iteration 5Q: 3 clusters Score -189689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -189689.421875 Penalty: 8578.754883
	Iteration 6F: 3 clusters Score -189689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -250828.062500 Penalty: 4437.963867
	Iteration 0F: 2 clusters Score -250828.1 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 695 members 
Entering Unmasked Estep 
Score: -246268.437500 Penalty: 8875.927734
	Iteration 0F: 3 clusters Score -246268.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -246701.000000 Penalty: 8875.927734
	Iteration 1F: 3 clusters Score -246701 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -246824.796875 Penalty: 8875.927734
	Iteration 2Q: 3 clusters Score -246824.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -246864.906250 Penalty: 8875.927734
	Iteration 3Q: 3 clusters Score -246864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -246888.343750 Penalty: 8875.927734
	Iteration 4Q: 3 clusters Score -246888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -246893.281250 Penalty: 8875.927734
	Iteration 5Q: 3 clusters Score -246893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -246897.843750 Penalty: 8875.927734
	Iteration 6Q: 3 clusters Score -246897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246901.687500 Penalty: 8875.927734
	Iteration 7Q: 3 clusters Score -246901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -246906.640625 Penalty: 8875.927734
	Iteration 8Q: 3 clusters Score -246906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -246911.937500 Penalty: 8875.927734
	Iteration 9Q: 3 clusters Score -246911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -246918.953125 Penalty: 8875.927734
	Iteration 10Q: 3 clusters Score -246919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -246922.843750 Penalty: 8875.927734
	Iteration 11Q: 3 clusters Score -246922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -246927.937500 Penalty: 8875.927734
	Iteration 12Q: 3 clusters Score -246927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -246933.515625 Penalty: 8875.927734
	Iteration 13Q: 3 clusters Score -246933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -246933.515625 Penalty: 8875.927734
	Iteration 14F: 3 clusters Score -246933.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -174227.796875 Penalty: 4328.733398
	Iteration 0F: 2 clusters Score -174227.8 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 607 members 
Entering Unmasked Estep 
Score: -170005.968750 Penalty: 8657.466797
	Iteration 0F: 3 clusters Score -170006 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -170606.484375 Penalty: 8657.466797
	Iteration 1F: 3 clusters Score -170606.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -170928.218750 Penalty: 8657.466797
	Iteration 2F: 3 clusters Score -170928.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171142.609375 Penalty: 8657.466797
	Iteration 3Q: 3 clusters Score -171142.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -171398.750000 Penalty: 8657.466797
	Iteration 4Q: 3 clusters Score -171398.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -171799.375000 Penalty: 8657.466797
	Iteration 5F: 3 clusters Score -171799.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -172278.265625 Penalty: 8657.466797
	Iteration 6Q: 3 clusters Score -172278.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -172673.578125 Penalty: 8657.466797
	Iteration 7Q: 3 clusters Score -172673.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -172858.953125 Penalty: 8657.466797
	Iteration 8Q: 3 clusters Score -172859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -173073.031250 Penalty: 8657.466797
	Iteration 9Q: 3 clusters Score -173073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -173244.968750 Penalty: 8657.466797
	Iteration 10Q: 3 clusters Score -173245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173386.562500 Penalty: 8657.466797
	Iteration 11Q: 3 clusters Score -173386.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173679.281250 Penalty: 8657.466797
	Iteration 12Q: 3 clusters Score -173679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -173931.187500 Penalty: 8657.466797
	Iteration 13Q: 3 clusters Score -173931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173959.390625 Penalty: 8657.466797
	Iteration 14Q: 3 clusters Score -173959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173991.125000 Penalty: 8657.466797
	Iteration 15Q: 3 clusters Score -173991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173995.546875 Penalty: 8657.466797
	Iteration 16Q: 3 clusters Score -173995.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173995.546875 Penalty: 8657.466797
	Iteration 17F: 3 clusters Score -173995.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Entering Unmasked Estep 
Score: -2184454.000000 Penalty: 5761.168457
	Iteration 0F: 2 clusters Score -2184454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2172869.000000 Penalty: 11522.336914
	Iteration 0F: 3 clusters Score -2172869 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2175502.000000 Penalty: 11522.336914
	Iteration 1F: 3 clusters Score -2175502 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2176045.000000 Penalty: 11522.336914
	Iteration 2F: 3 clusters Score -2176045 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2176440.250000 Penalty: 11522.336914
	Iteration 3F: 3 clusters Score -2176440 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2176790.000000 Penalty: 11522.336914
	Iteration 4Q: 3 clusters Score -2176790 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2177076.250000 Penalty: 11522.336914
	Iteration 5Q: 3 clusters Score -2177076 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2177368.500000 Penalty: 11522.336914
	Iteration 6Q: 3 clusters Score -2177368 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2177675.250000 Penalty: 11522.336914
	Iteration 7Q: 3 clusters Score -2177675 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2177986.250000 Penalty: 11522.336914
	Iteration 8Q: 3 clusters Score -2177986 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2178364.500000 Penalty: 11522.336914
	Iteration 9Q: 3 clusters Score -2178364 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2178860.250000 Penalty: 11522.336914
	Iteration 10Q: 3 clusters Score -2178860 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2179331.250000 Penalty: 11522.336914
	Iteration 11Q: 3 clusters Score -2179331 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2179730.500000 Penalty: 11522.336914
	Iteration 12Q: 3 clusters Score -2179730 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2180013.750000 Penalty: 11522.336914
	Iteration 13Q: 3 clusters Score -2180014 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2180215.750000 Penalty: 11522.336914
	Iteration 14Q: 3 clusters Score -2180216 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2180369.750000 Penalty: 11522.336914
	Iteration 15Q: 3 clusters Score -2180370 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2180480.250000 Penalty: 11522.336914
	Iteration 16Q: 3 clusters Score -2180480 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2180569.250000 Penalty: 11522.336914
	Iteration 17Q: 3 clusters Score -2180569 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2180632.000000 Penalty: 11522.336914
	Iteration 18Q: 3 clusters Score -2180632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2180676.250000 Penalty: 11522.336914
	Iteration 19Q: 3 clusters Score -2180676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2180708.000000 Penalty: 11522.336914
	Iteration 20F: 3 clusters Score -2180708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2180735.750000 Penalty: 11522.336914
	Iteration 21Q: 3 clusters Score -2180736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2180748.500000 Penalty: 11522.336914
	Iteration 22Q: 3 clusters Score -2180748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2180769.250000 Penalty: 11522.336914
	Iteration 23Q: 3 clusters Score -2180769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2180779.250000 Penalty: 11522.336914
	Iteration 24Q: 3 clusters Score -2180779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2180797.500000 Penalty: 11522.336914
	Iteration 25Q: 3 clusters Score -2180798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2180810.500000 Penalty: 11522.336914
	Iteration 26Q: 3 clusters Score -2180810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2180818.500000 Penalty: 11522.336914
	Iteration 27Q: 3 clusters Score -2180818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2180829.250000 Penalty: 11522.336914
	Iteration 28Q: 3 clusters Score -2180829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2180835.750000 Penalty: 11522.336914
	Iteration 29Q: 3 clusters Score -2180836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2180856.250000 Penalty: 11522.336914
	Iteration 30Q: 3 clusters Score -2180856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2180869.500000 Penalty: 11522.336914
	Iteration 31Q: 3 clusters Score -2180870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2180877.500000 Penalty: 11522.336914
	Iteration 32Q: 3 clusters Score -2180878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2180882.500000 Penalty: 11522.336914
	Iteration 33Q: 3 clusters Score -2180882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2180891.500000 Penalty: 11522.336914
	Iteration 34Q: 3 clusters Score -2180892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2180899.750000 Penalty: 11522.336914
	Iteration 35Q: 3 clusters Score -2180900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2180906.000000 Penalty: 11522.336914
	Iteration 36Q: 3 clusters Score -2180906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2180912.000000 Penalty: 11522.336914
	Iteration 37Q: 3 clusters Score -2180912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2180919.750000 Penalty: 11522.336914
	Iteration 38Q: 3 clusters Score -2180920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2180929.250000 Penalty: 11522.336914
	Iteration 39Q: 3 clusters Score -2180929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2180941.750000 Penalty: 11522.336914
	Iteration 40F: 3 clusters Score -2180942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2180957.500000 Penalty: 11522.336914
	Iteration 41Q: 3 clusters Score -2180958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2180964.000000 Penalty: 11522.336914
	Iteration 42Q: 3 clusters Score -2180964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2180987.500000 Penalty: 11522.336914
	Iteration 43Q: 3 clusters Score -2180988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2181007.750000 Penalty: 11522.336914
	Iteration 44Q: 3 clusters Score -2181008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2181029.500000 Penalty: 11522.336914
	Iteration 45Q: 3 clusters Score -2181030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2181049.750000 Penalty: 11522.336914
	Iteration 46Q: 3 clusters Score -2181050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2181077.250000 Penalty: 11522.336914
	Iteration 47Q: 3 clusters Score -2181077 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2181103.250000 Penalty: 11522.336914
	Iteration 48Q: 3 clusters Score -2181103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2181119.000000 Penalty: 11522.336914
	Iteration 49Q: 3 clusters Score -2181119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2181136.750000 Penalty: 11522.336914
	Iteration 50Q: 3 clusters Score -2181137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2181170.750000 Penalty: 11522.336914
	Iteration 51Q: 3 clusters Score -2181171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2181196.750000 Penalty: 11522.336914
	Iteration 52Q: 3 clusters Score -2181197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2181230.000000 Penalty: 11522.336914
	Iteration 53Q: 3 clusters Score -2181230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2181282.000000 Penalty: 11522.336914
	Iteration 54Q: 3 clusters Score -2181282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2181341.500000 Penalty: 11522.336914
	Iteration 55Q: 3 clusters Score -2181342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2181401.500000 Penalty: 11522.336914
	Iteration 56Q: 3 clusters Score -2181402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2181478.250000 Penalty: 11522.336914
	Iteration 57Q: 3 clusters Score -2181478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2181535.000000 Penalty: 11522.336914
	Iteration 58Q: 3 clusters Score -2181535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2181585.000000 Penalty: 11522.336914
	Iteration 59Q: 3 clusters Score -2181585 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2181616.000000 Penalty: 11522.336914
	Iteration 60F: 3 clusters Score -2181616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2181644.750000 Penalty: 11522.336914
	Iteration 61Q: 3 clusters Score -2181645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2181663.250000 Penalty: 11522.336914
	Iteration 62Q: 3 clusters Score -2181663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2181673.250000 Penalty: 11522.336914
	Iteration 63Q: 3 clusters Score -2181673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2181686.000000 Penalty: 11522.336914
	Iteration 64Q: 3 clusters Score -2181686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2181693.000000 Penalty: 11522.336914
	Iteration 65Q: 3 clusters Score -2181693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2181697.250000 Penalty: 11522.336914
	Iteration 66Q: 3 clusters Score -2181697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2181698.250000 Penalty: 11522.336914
	Iteration 67Q: 3 clusters Score -2181698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2181694.750000 Penalty: 11522.336914
	Iteration 68Q: 3 clusters Score -2181695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2181700.000000 Penalty: 11522.336914
	Iteration 69Q: 3 clusters Score -2181700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2181700.000000 Penalty: 11522.336914
	Iteration 70Q: 3 clusters Score -2181700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2181700.000000 Penalty: 11522.336914
	Iteration 71F: 3 clusters Score -2181700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -764406.625000 Penalty: 5160.494141
	Iteration 0F: 2 clusters Score -764406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -757611.250000 Penalty: 10320.988281
	Iteration 0F: 3 clusters Score -757611.2 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -758804.187500 Penalty: 10320.988281
	Iteration 1F: 3 clusters Score -758804.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -759305.562500 Penalty: 10320.988281
	Iteration 2F: 3 clusters Score -759305.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -759746.937500 Penalty: 10320.988281
	Iteration 3F: 3 clusters Score -759746.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -760168.812500 Penalty: 10320.988281
	Iteration 4F: 3 clusters Score -760168.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -760554.875000 Penalty: 10320.988281
	Iteration 5F: 3 clusters Score -760554.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -760869.187500 Penalty: 10320.988281
	Iteration 6Q: 3 clusters Score -760869.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -761089.250000 Penalty: 10320.988281
	Iteration 7Q: 3 clusters Score -761089.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -761266.937500 Penalty: 10320.988281
	Iteration 8Q: 3 clusters Score -761266.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -761412.500000 Penalty: 10320.988281
	Iteration 9Q: 3 clusters Score -761412.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -761531.000000 Penalty: 10320.988281
	Iteration 10Q: 3 clusters Score -761531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -761641.500000 Penalty: 10320.988281
	Iteration 11Q: 3 clusters Score -761641.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -761724.437500 Penalty: 10320.988281
	Iteration 12Q: 3 clusters Score -761724.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -761793.375000 Penalty: 10320.988281
	Iteration 13Q: 3 clusters Score -761793.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -761823.375000 Penalty: 10320.988281
	Iteration 14Q: 3 clusters Score -761823.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -761851.250000 Penalty: 10320.988281
	Iteration 15Q: 3 clusters Score -761851.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -761880.687500 Penalty: 10320.988281
	Iteration 16Q: 3 clusters Score -761880.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -761895.312500 Penalty: 10320.988281
	Iteration 17Q: 3 clusters Score -761895.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -761906.625000 Penalty: 10320.988281
	Iteration 18Q: 3 clusters Score -761906.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -761919.625000 Penalty: 10320.988281
	Iteration 19Q: 3 clusters Score -761919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -761926.187500 Penalty: 10320.988281
	Iteration 20F: 3 clusters Score -761926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -761931.500000 Penalty: 10320.988281
	Iteration 21Q: 3 clusters Score -761931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -761941.250000 Penalty: 10320.988281
	Iteration 22Q: 3 clusters Score -761941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -761942.562500 Penalty: 10320.988281
	Iteration 23Q: 3 clusters Score -761942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -761945.187500 Penalty: 10320.988281
	Iteration 24Q: 3 clusters Score -761945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -761945.187500 Penalty: 10320.988281
	Iteration 25F: 3 clusters Score -761945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1370814.125000 Penalty: 5497.728516
	Iteration 0F: 2 clusters Score -1370814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1361851.125000 Penalty: 10995.457031
	Iteration 0F: 3 clusters Score -1361851 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1363533.000000 Penalty: 10995.457031
	Iteration 1F: 3 clusters Score -1363533 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1363976.000000 Penalty: 10995.457031
	Iteration 2F: 3 clusters Score -1363976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1364277.250000 Penalty: 10995.457031
	Iteration 3Q: 3 clusters Score -1364277 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1364530.875000 Penalty: 10995.457031
	Iteration 4Q: 3 clusters Score -1364531 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1364735.250000 Penalty: 10995.457031
	Iteration 5Q: 3 clusters Score -1364735 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1364928.375000 Penalty: 10995.457031
	Iteration 6Q: 3 clusters Score -1364928 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1365126.125000 Penalty: 10995.457031
	Iteration 7Q: 3 clusters Score -1365126 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1365327.625000 Penalty: 10995.457031
	Iteration 8Q: 3 clusters Score -1365328 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1365517.375000 Penalty: 10995.457031
	Iteration 9Q: 3 clusters Score -1365517 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1365692.750000 Penalty: 10995.457031
	Iteration 10Q: 3 clusters Score -1365693 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1365874.500000 Penalty: 10995.457031
	Iteration 11Q: 3 clusters Score -1365874 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1366057.500000 Penalty: 10995.457031
	Iteration 12Q: 3 clusters Score -1366058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1366202.000000 Penalty: 10995.457031
	Iteration 13Q: 3 clusters Score -1366202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1366329.875000 Penalty: 10995.457031
	Iteration 14Q: 3 clusters Score -1366330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1366436.750000 Penalty: 10995.457031
	Iteration 15Q: 3 clusters Score -1366437 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1366522.250000 Penalty: 10995.457031
	Iteration 16Q: 3 clusters Score -1366522 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1366602.750000 Penalty: 10995.457031
	Iteration 17Q: 3 clusters Score -1366603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1366667.625000 Penalty: 10995.457031
	Iteration 18Q: 3 clusters Score -1366668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1366726.375000 Penalty: 10995.457031
	Iteration 19Q: 3 clusters Score -1366726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1366775.250000 Penalty: 10995.457031
	Iteration 20F: 3 clusters Score -1366775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1366815.500000 Penalty: 10995.457031
	Iteration 21Q: 3 clusters Score -1366816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1366841.000000 Penalty: 10995.457031
	Iteration 22Q: 3 clusters Score -1366841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1366865.250000 Penalty: 10995.457031
	Iteration 23Q: 3 clusters Score -1366865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1366881.375000 Penalty: 10995.457031
	Iteration 24Q: 3 clusters Score -1366881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1366892.375000 Penalty: 10995.457031
	Iteration 25Q: 3 clusters Score -1366892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1366903.375000 Penalty: 10995.457031
	Iteration 26Q: 3 clusters Score -1366903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1366910.500000 Penalty: 10995.457031
	Iteration 27Q: 3 clusters Score -1366910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1366919.250000 Penalty: 10995.457031
	Iteration 28Q: 3 clusters Score -1366919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1366926.750000 Penalty: 10995.457031
	Iteration 29Q: 3 clusters Score -1366927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1366931.500000 Penalty: 10995.457031
	Iteration 30Q: 3 clusters Score -1366932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1366938.625000 Penalty: 10995.457031
	Iteration 31Q: 3 clusters Score -1366939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1366948.750000 Penalty: 10995.457031
	Iteration 32Q: 3 clusters Score -1366949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1366956.750000 Penalty: 10995.457031
	Iteration 33Q: 3 clusters Score -1366957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1366970.125000 Penalty: 10995.457031
	Iteration 34Q: 3 clusters Score -1366970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1366981.750000 Penalty: 10995.457031
	Iteration 35Q: 3 clusters Score -1366982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1366990.250000 Penalty: 10995.457031
	Iteration 36Q: 3 clusters Score -1366990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1366995.250000 Penalty: 10995.457031
	Iteration 37Q: 3 clusters Score -1366995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1367000.750000 Penalty: 10995.457031
	Iteration 38Q: 3 clusters Score -1367001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1367001.250000 Penalty: 10995.457031
	Iteration 39Q: 3 clusters Score -1367001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1367002.875000 Penalty: 10995.457031
	Iteration 40F: 3 clusters Score -1367003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1367004.375000 Penalty: 10995.457031
	Iteration 41Q: 3 clusters Score -1367004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1367006.375000 Penalty: 10995.457031
	Iteration 42Q: 3 clusters Score -1367006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1367004.875000 Penalty: 10995.457031
	Iteration 43Q: 3 clusters Score -1367005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1367006.750000 Penalty: 10995.457031
	Iteration 44Q: 3 clusters Score -1367007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1367006.750000 Penalty: 10995.457031
	Iteration 45F: 3 clusters Score -1367007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Entering Unmasked Estep 
Score: -6770634.000000 Penalty: 6460.791992
	Iteration 0F: 2 clusters Score -6770634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -6742526.500000 Penalty: 12921.583984
	Iteration 0F: 3 clusters Score -6742526 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -6751330.500000 Penalty: 12921.583984
	Iteration 1F: 3 clusters Score -6751330 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -6752294.500000 Penalty: 12921.583984
	Iteration 2F: 3 clusters Score -6752294 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -6753200.500000 Penalty: 12921.583984
	Iteration 3F: 3 clusters Score -6753200 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -6754074.000000 Penalty: 12921.583984
	Iteration 4Q: 3 clusters Score -6754074 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6755046.500000 Penalty: 12921.583984
	Iteration 5Q: 3 clusters Score -6755046 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -6756137.500000 Penalty: 12921.583984
	Iteration 6Q: 3 clusters Score -6756138 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -6757148.500000 Penalty: 12921.583984
	Iteration 7Q: 3 clusters Score -6757148 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -6758241.500000 Penalty: 12921.583984
	Iteration 8F: 3 clusters Score -6758242 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -6759246.500000 Penalty: 12921.583984
	Iteration 9Q: 3 clusters Score -6759246 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6760115.000000 Penalty: 12921.583984
	Iteration 10Q: 3 clusters Score -6760115 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6760691.000000 Penalty: 12921.583984
	Iteration 11Q: 3 clusters Score -6760691 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -6761121.000000 Penalty: 12921.583984
	Iteration 12Q: 3 clusters Score -6761121 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -6761484.000000 Penalty: 12921.583984
	Iteration 13Q: 3 clusters Score -6761484 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -6761819.500000 Penalty: 12921.583984
	Iteration 14Q: 3 clusters Score -6761820 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6762056.000000 Penalty: 12921.583984
	Iteration 15Q: 3 clusters Score -6762056 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6762205.500000 Penalty: 12921.583984
	Iteration 16Q: 3 clusters Score -6762206 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -6762318.500000 Penalty: 12921.583984
	Iteration 17Q: 3 clusters Score -6762318 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -6762413.000000 Penalty: 12921.583984
	Iteration 18Q: 3 clusters Score -6762413 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -6762530.500000 Penalty: 12921.583984
	Iteration 19Q: 3 clusters Score -6762530 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -6762609.500000 Penalty: 12921.583984
	Iteration 20F: 3 clusters Score -6762610 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -6762651.500000 Penalty: 12921.583984
	Iteration 21Q: 3 clusters Score -6762652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -6762733.000000 Penalty: 12921.583984
	Iteration 22Q: 3 clusters Score -6762733 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -6762777.500000 Penalty: 12921.583984
	Iteration 23Q: 3 clusters Score -6762778 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -6762854.500000 Penalty: 12921.583984
	Iteration 24Q: 3 clusters Score -6762854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -6762906.500000 Penalty: 12921.583984
	Iteration 25Q: 3 clusters Score -6762906 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -6762957.500000 Penalty: 12921.583984
	Iteration 26Q: 3 clusters Score -6762958 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -6762998.000000 Penalty: 12921.583984
	Iteration 27Q: 3 clusters Score -6762998 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -6763031.500000 Penalty: 12921.583984
	Iteration 28Q: 3 clusters Score -6763032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -6763102.500000 Penalty: 12921.583984
	Iteration 29Q: 3 clusters Score -6763102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -6763171.500000 Penalty: 12921.583984
	Iteration 30Q: 3 clusters Score -6763172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6763246.500000 Penalty: 12921.583984
	Iteration 31Q: 3 clusters Score -6763246 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -6763272.500000 Penalty: 12921.583984
	Iteration 32Q: 3 clusters Score -6763272 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6763364.500000 Penalty: 12921.583984
	Iteration 33Q: 3 clusters Score -6763364 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -6763456.500000 Penalty: 12921.583984
	Iteration 34Q: 3 clusters Score -6763456 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6763551.500000 Penalty: 12921.583984
	Iteration 35Q: 3 clusters Score -6763552 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6763619.000000 Penalty: 12921.583984
	Iteration 36Q: 3 clusters Score -6763619 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -6763670.500000 Penalty: 12921.583984
	Iteration 37Q: 3 clusters Score -6763670 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -6763758.500000 Penalty: 12921.583984
	Iteration 38Q: 3 clusters Score -6763758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6763862.500000 Penalty: 12921.583984
	Iteration 39Q: 3 clusters Score -6763862 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -6763924.500000 Penalty: 12921.583984
	Iteration 40F: 3 clusters Score -6763924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6763975.000000 Penalty: 12921.583984
	Iteration 41Q: 3 clusters Score -6763975 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -6764026.000000 Penalty: 12921.583984
	Iteration 42Q: 3 clusters Score -6764026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6764111.500000 Penalty: 12921.583984
	Iteration 43Q: 3 clusters Score -6764112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -6764161.500000 Penalty: 12921.583984
	Iteration 44Q: 3 clusters Score -6764162 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -6764197.500000 Penalty: 12921.583984
	Iteration 45Q: 3 clusters Score -6764198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -6764248.000000 Penalty: 12921.583984
	Iteration 46Q: 3 clusters Score -6764248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -6764287.000000 Penalty: 12921.583984
	Iteration 47Q: 3 clusters Score -6764287 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -6764333.500000 Penalty: 12921.583984
	Iteration 48Q: 3 clusters Score -6764334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -6764358.000000 Penalty: 12921.583984
	Iteration 49Q: 3 clusters Score -6764358 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -6764411.500000 Penalty: 12921.583984
	Iteration 50Q: 3 clusters Score -6764412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6764455.500000 Penalty: 12921.583984
	Iteration 51Q: 3 clusters Score -6764456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6764488.000000 Penalty: 12921.583984
	Iteration 52Q: 3 clusters Score -6764488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -6764530.000000 Penalty: 12921.583984
	Iteration 53Q: 3 clusters Score -6764530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -6764541.000000 Penalty: 12921.583984
	Iteration 54Q: 3 clusters Score -6764541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6764597.000000 Penalty: 12921.583984
	Iteration 55Q: 3 clusters Score -6764597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -6764613.000000 Penalty: 12921.583984
	Iteration 56Q: 3 clusters Score -6764613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -6764647.500000 Penalty: 12921.583984
	Iteration 57Q: 3 clusters Score -6764648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -6764658.500000 Penalty: 12921.583984
	Iteration 58Q: 3 clusters Score -6764658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6764696.500000 Penalty: 12921.583984
	Iteration 59Q: 3 clusters Score -6764696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6764731.000000 Penalty: 12921.583984
	Iteration 60F: 3 clusters Score -6764731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6764751.500000 Penalty: 12921.583984
	Iteration 61Q: 3 clusters Score -6764752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -6764769.500000 Penalty: 12921.583984
	Iteration 62Q: 3 clusters Score -6764770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -6764789.000000 Penalty: 12921.583984
	Iteration 63Q: 3 clusters Score -6764789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -6764811.000000 Penalty: 12921.583984
	Iteration 64Q: 3 clusters Score -6764811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -6764824.500000 Penalty: 12921.583984
	Iteration 65Q: 3 clusters Score -6764824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -6764842.500000 Penalty: 12921.583984
	Iteration 66Q: 3 clusters Score -6764842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -6764849.000000 Penalty: 12921.583984
	Iteration 67Q: 3 clusters Score -6764849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -6764859.000000 Penalty: 12921.583984
	Iteration 68Q: 3 clusters Score -6764859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -6764878.000000 Penalty: 12921.583984
	Iteration 69Q: 3 clusters Score -6764878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -6764906.000000 Penalty: 12921.583984
	Iteration 70Q: 3 clusters Score -6764906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -6764903.000000 Penalty: 12921.583984
	Iteration 71Q: 3 clusters Score -6764903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -6764914.000000 Penalty: 12921.583984
	Iteration 72Q: 3 clusters Score -6764914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -6764907.500000 Penalty: 12921.583984
	Iteration 73Q: 3 clusters Score -6764908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -6764912.000000 Penalty: 12921.583984
	Iteration 74Q: 3 clusters Score -6764912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -6764913.000000 Penalty: 12921.583984
	Iteration 75Q: 3 clusters Score -6764913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -6764913.500000 Penalty: 12921.583984
	Iteration 76Q: 3 clusters Score -6764914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -6764915.500000 Penalty: 12921.583984
	Iteration 77Q: 3 clusters Score -6764916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -6764918.500000 Penalty: 12921.583984
	Iteration 78Q: 3 clusters Score -6764918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -6764912.500000 Penalty: 12921.583984
	Iteration 79Q: 3 clusters Score -6764912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -6764919.500000 Penalty: 12921.583984
	Iteration 80F: 3 clusters Score -6764920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -6764912.000000 Penalty: 12921.583984
	Iteration 81Q: 3 clusters Score -6764912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -6764912.500000 Penalty: 12921.583984
	Iteration 82Q: 3 clusters Score -6764912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -6764911.500000 Penalty: 12921.583984
	Iteration 83Q: 3 clusters Score -6764912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6764913.500000 Penalty: 12921.583984
	Iteration 84Q: 3 clusters Score -6764914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6764913.500000 Penalty: 12921.583984
	Iteration 85F: 3 clusters Score -6764914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Entering Unmasked Estep 
Score: -2809293.500000 Penalty: 5916.367676
	Iteration 0F: 2 clusters Score -2809294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2795561.250000 Penalty: 11832.735352
	Iteration 0F: 3 clusters Score -2795561 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2799269.000000 Penalty: 11832.735352
	Iteration 1F: 3 clusters Score -2799269 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2800153.500000 Penalty: 11832.735352
	Iteration 2F: 3 clusters Score -2800154 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2800794.250000 Penalty: 11832.735352
	Iteration 3F: 3 clusters Score -2800794 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2801271.000000 Penalty: 11832.735352
	Iteration 4F: 3 clusters Score -2801271 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2801642.250000 Penalty: 11832.735352
	Iteration 5Q: 3 clusters Score -2801642 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2801946.000000 Penalty: 11832.735352
	Iteration 6Q: 3 clusters Score -2801946 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2802204.000000 Penalty: 11832.735352
	Iteration 7Q: 3 clusters Score -2802204 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2802431.500000 Penalty: 11832.735352
	Iteration 8Q: 3 clusters Score -2802432 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2802637.000000 Penalty: 11832.735352
	Iteration 9Q: 3 clusters Score -2802637 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2802825.750000 Penalty: 11832.735352
	Iteration 10Q: 3 clusters Score -2802826 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2802996.750000 Penalty: 11832.735352
	Iteration 11Q: 3 clusters Score -2802997 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2803165.250000 Penalty: 11832.735352
	Iteration 12Q: 3 clusters Score -2803165 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2803336.000000 Penalty: 11832.735352
	Iteration 13Q: 3 clusters Score -2803336 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2803517.500000 Penalty: 11832.735352
	Iteration 14Q: 3 clusters Score -2803518 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2803710.750000 Penalty: 11832.735352
	Iteration 15Q: 3 clusters Score -2803711 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2803896.750000 Penalty: 11832.735352
	Iteration 16Q: 3 clusters Score -2803897 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2804099.750000 Penalty: 11832.735352
	Iteration 17Q: 3 clusters Score -2804100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2804290.500000 Penalty: 11832.735352
	Iteration 18Q: 3 clusters Score -2804290 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2804434.750000 Penalty: 11832.735352
	Iteration 19Q: 3 clusters Score -2804435 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2804538.750000 Penalty: 11832.735352
	Iteration 20F: 3 clusters Score -2804539 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2804638.500000 Penalty: 11832.735352
	Iteration 21Q: 3 clusters Score -2804638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2804733.250000 Penalty: 11832.735352
	Iteration 22Q: 3 clusters Score -2804733 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2804783.250000 Penalty: 11832.735352
	Iteration 23Q: 3 clusters Score -2804783 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2804831.500000 Penalty: 11832.735352
	Iteration 24Q: 3 clusters Score -2804832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2804859.250000 Penalty: 11832.735352
	Iteration 25Q: 3 clusters Score -2804859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2804879.750000 Penalty: 11832.735352
	Iteration 26Q: 3 clusters Score -2804880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2804889.750000 Penalty: 11832.735352
	Iteration 27Q: 3 clusters Score -2804890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2804899.500000 Penalty: 11832.735352
	Iteration 28Q: 3 clusters Score -2804900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2804896.750000 Penalty: 11832.735352
	Iteration 29Q: 3 clusters Score -2804897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2804911.250000 Penalty: 11832.735352
	Iteration 30Q: 3 clusters Score -2804911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2804917.250000 Penalty: 11832.735352
	Iteration 31Q: 3 clusters Score -2804917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2804927.750000 Penalty: 11832.735352
	Iteration 32Q: 3 clusters Score -2804928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2804930.000000 Penalty: 11832.735352
	Iteration 33Q: 3 clusters Score -2804930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2804932.000000 Penalty: 11832.735352
	Iteration 34Q: 3 clusters Score -2804932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2804938.250000 Penalty: 11832.735352
	Iteration 35Q: 3 clusters Score -2804938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2804947.250000 Penalty: 11832.735352
	Iteration 36Q: 3 clusters Score -2804947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2804949.750000 Penalty: 11832.735352
	Iteration 37Q: 3 clusters Score -2804950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2804949.000000 Penalty: 11832.735352
	Iteration 38Q: 3 clusters Score -2804949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2804948.000000 Penalty: 11832.735352
	Iteration 39Q: 3 clusters Score -2804948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2804949.000000 Penalty: 11832.735352
	Iteration 40F: 3 clusters Score -2804949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2804949.500000 Penalty: 11832.735352
	Iteration 41Q: 3 clusters Score -2804950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2804957.500000 Penalty: 11832.735352
	Iteration 42Q: 3 clusters Score -2804958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2804955.000000 Penalty: 11832.735352
	Iteration 43Q: 3 clusters Score -2804955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2804959.500000 Penalty: 11832.735352
	Iteration 44Q: 3 clusters Score -2804960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2804958.000000 Penalty: 11832.735352
	Iteration 45Q: 3 clusters Score -2804958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2804960.000000 Penalty: 11832.735352
	Iteration 46Q: 3 clusters Score -2804960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2804960.000000 Penalty: 11832.735352
	Iteration 47F: 3 clusters Score -2804960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Entering Unmasked Estep 
Score: -14978892.000000 Penalty: 6939.345215
	Iteration 0F: 2 clusters Score -1.497889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -14921878.000000 Penalty: 13878.690430
	Iteration 0F: 3 clusters Score -1.492188e+07 nChanged 37549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -14942164.000000 Penalty: 13878.690430
	Iteration 1F: 3 clusters Score -1.494216e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -14943185.000000 Penalty: 13878.690430
	Iteration 2Q: 3 clusters Score -1.494318e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -14944066.000000 Penalty: 13878.690430
	Iteration 3Q: 3 clusters Score -1.494407e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -14944978.000000 Penalty: 13878.690430
	Iteration 4Q: 3 clusters Score -1.494498e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -14946153.000000 Penalty: 13878.690430
	Iteration 5Q: 3 clusters Score -1.494615e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -14947719.000000 Penalty: 13878.690430
	Iteration 6Q: 3 clusters Score -1.494772e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -14949739.000000 Penalty: 13878.690430
	Iteration 7F: 3 clusters Score -1.494974e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -14952608.000000 Penalty: 13878.690430
	Iteration 8F: 3 clusters Score -1.495261e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -14956441.000000 Penalty: 13878.690430
	Iteration 9F: 3 clusters Score -1.495644e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -14960914.000000 Penalty: 13878.690430
	Iteration 10F: 3 clusters Score -1.496091e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -14965529.000000 Penalty: 13878.690430
	Iteration 11F: 3 clusters Score -1.496553e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -14969015.000000 Penalty: 13878.690430
	Iteration 12Q: 3 clusters Score -1.496902e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -14971209.000000 Penalty: 13878.690430
	Iteration 13Q: 3 clusters Score -1.497121e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -14972831.000000 Penalty: 13878.690430
	Iteration 14Q: 3 clusters Score -1.497283e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -14973979.000000 Penalty: 13878.690430
	Iteration 15Q: 3 clusters Score -1.497398e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -14974724.000000 Penalty: 13878.690430
	Iteration 16Q: 3 clusters Score -1.497472e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -14975006.000000 Penalty: 13878.690430
	Iteration 17Q: 3 clusters Score -1.497501e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -14975128.000000 Penalty: 13878.690430
	Iteration 18Q: 3 clusters Score -1.497513e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -14975181.000000 Penalty: 13878.690430
	Iteration 19Q: 3 clusters Score -1.497518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -14975183.000000 Penalty: 13878.690430
	Iteration 20F: 3 clusters Score -1.497518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -14975184.000000 Penalty: 13878.690430
	Iteration 21Q: 3 clusters Score -1.497518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -14975190.000000 Penalty: 13878.690430
	Iteration 22Q: 3 clusters Score -1.497519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -14975199.000000 Penalty: 13878.690430
	Iteration 23Q: 3 clusters Score -1.49752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -14975189.000000 Penalty: 13878.690430
	Iteration 24Q: 3 clusters Score -1.497519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -14975192.000000 Penalty: 13878.690430
	Iteration 25Q: 3 clusters Score -1.497519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -14975192.000000 Penalty: 13878.690430
	Iteration 26F: 3 clusters Score -1.497519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Entering Unmasked Estep 
Score: -13281555.000000 Penalty: 6871.011230
	Iteration 0F: 2 clusters Score -1.328156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -13229817.000000 Penalty: 13742.022461
	Iteration 0F: 3 clusters Score -1.322982e+07 nChanged 33619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -13247960.000000 Penalty: 13742.022461
	Iteration 1F: 3 clusters Score -1.324796e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -13248920.000000 Penalty: 13742.022461
	Iteration 2Q: 3 clusters Score -1.324892e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -13249727.000000 Penalty: 13742.022461
	Iteration 3Q: 3 clusters Score -1.324973e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -13250197.000000 Penalty: 13742.022461
	Iteration 4Q: 3 clusters Score -1.32502e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -13250790.000000 Penalty: 13742.022461
	Iteration 5Q: 3 clusters Score -1.325079e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -13251137.000000 Penalty: 13742.022461
	Iteration 6Q: 3 clusters Score -1.325114e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -13251571.000000 Penalty: 13742.022461
	Iteration 7Q: 3 clusters Score -1.325157e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -13252088.000000 Penalty: 13742.022461
	Iteration 8Q: 3 clusters Score -1.325209e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -13252634.000000 Penalty: 13742.022461
	Iteration 9Q: 3 clusters Score -1.325263e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -13253193.000000 Penalty: 13742.022461
	Iteration 10Q: 3 clusters Score -1.325319e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -13253950.000000 Penalty: 13742.022461
	Iteration 11Q: 3 clusters Score -1.325395e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -13255124.000000 Penalty: 13742.022461
	Iteration 12Q: 3 clusters Score -1.325512e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -13256916.000000 Penalty: 13742.022461
	Iteration 13Q: 3 clusters Score -1.325692e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -13259381.000000 Penalty: 13742.022461
	Iteration 14F: 3 clusters Score -1.325938e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -13262641.000000 Penalty: 13742.022461
	Iteration 15F: 3 clusters Score -1.326264e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -13266265.000000 Penalty: 13742.022461
	Iteration 16F: 3 clusters Score -1.326626e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -13269664.000000 Penalty: 13742.022461
	Iteration 17F: 3 clusters Score -1.326966e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -13272135.000000 Penalty: 13742.022461
	Iteration 18Q: 3 clusters Score -1.327214e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -13273632.000000 Penalty: 13742.022461
	Iteration 19Q: 3 clusters Score -1.327363e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -13274463.000000 Penalty: 13742.022461
	Iteration 20F: 3 clusters Score -1.327446e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -13274933.000000 Penalty: 13742.022461
	Iteration 21Q: 3 clusters Score -1.327493e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -13275147.000000 Penalty: 13742.022461
	Iteration 22Q: 3 clusters Score -1.327515e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -13275259.000000 Penalty: 13742.022461
	Iteration 23Q: 3 clusters Score -1.327526e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -13275334.000000 Penalty: 13742.022461
	Iteration 24Q: 3 clusters Score -1.327533e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -13275391.000000 Penalty: 13742.022461
	Iteration 25Q: 3 clusters Score -1.327539e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -13275430.000000 Penalty: 13742.022461
	Iteration 26Q: 3 clusters Score -1.327543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -13275469.000000 Penalty: 13742.022461
	Iteration 27Q: 3 clusters Score -1.327547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -13275479.000000 Penalty: 13742.022461
	Iteration 28Q: 3 clusters Score -1.327548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -13275502.000000 Penalty: 13742.022461
	Iteration 29Q: 3 clusters Score -1.32755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -13275499.000000 Penalty: 13742.022461
	Iteration 30Q: 3 clusters Score -1.32755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -13275508.000000 Penalty: 13742.022461
	Iteration 31Q: 3 clusters Score -1.327551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -13275537.000000 Penalty: 13742.022461
	Iteration 32Q: 3 clusters Score -1.327554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -13275533.000000 Penalty: 13742.022461
	Iteration 33Q: 3 clusters Score -1.327553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -13275542.000000 Penalty: 13742.022461
	Iteration 34Q: 3 clusters Score -1.327554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -13275548.000000 Penalty: 13742.022461
	Iteration 35Q: 3 clusters Score -1.327555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -13275553.000000 Penalty: 13742.022461
	Iteration 36Q: 3 clusters Score -1.327555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -13275553.000000 Penalty: 13742.022461
	Iteration 37F: 3 clusters Score -1.327555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Entering Unmasked Estep 
Score: -17753582.000000 Penalty: 7034.429688
	Iteration 0F: 2 clusters Score -1.775358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -17686996.000000 Penalty: 14068.859375
	Iteration 0F: 3 clusters Score -1.7687e+07 nChanged 44275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -17711188.000000 Penalty: 14068.859375
	Iteration 1F: 3 clusters Score -1.771119e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -17712302.000000 Penalty: 14068.859375
	Iteration 2Q: 3 clusters Score -1.77123e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -17713288.000000 Penalty: 14068.859375
	Iteration 3Q: 3 clusters Score -1.771329e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -17713994.000000 Penalty: 14068.859375
	Iteration 4Q: 3 clusters Score -1.771399e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -17714606.000000 Penalty: 14068.859375
	Iteration 5Q: 3 clusters Score -1.771461e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -17715254.000000 Penalty: 14068.859375
	Iteration 6Q: 3 clusters Score -1.771525e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -17716126.000000 Penalty: 14068.859375
	Iteration 7Q: 3 clusters Score -1.771613e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -17717320.000000 Penalty: 14068.859375
	Iteration 8Q: 3 clusters Score -1.771732e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -17719076.000000 Penalty: 14068.859375
	Iteration 9Q: 3 clusters Score -1.771908e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -17722338.000000 Penalty: 14068.859375
	Iteration 10F: 3 clusters Score -1.772234e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -17727162.000000 Penalty: 14068.859375
	Iteration 11F: 3 clusters Score -1.772716e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -17733294.000000 Penalty: 14068.859375
	Iteration 12F: 3 clusters Score -1.773329e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -17739264.000000 Penalty: 14068.859375
	Iteration 13F: 3 clusters Score -1.773926e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -17743426.000000 Penalty: 14068.859375
	Iteration 14Q: 3 clusters Score -1.774343e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -17745402.000000 Penalty: 14068.859375
	Iteration 15Q: 3 clusters Score -1.77454e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -17746282.000000 Penalty: 14068.859375
	Iteration 16Q: 3 clusters Score -1.774628e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -17746758.000000 Penalty: 14068.859375
	Iteration 17Q: 3 clusters Score -1.774676e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -17746920.000000 Penalty: 14068.859375
	Iteration 18Q: 3 clusters Score -1.774692e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -17746996.000000 Penalty: 14068.859375
	Iteration 19Q: 3 clusters Score -1.7747e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -17747076.000000 Penalty: 14068.859375
	Iteration 20F: 3 clusters Score -1.774708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -17747130.000000 Penalty: 14068.859375
	Iteration 21Q: 3 clusters Score -1.774713e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -17747176.000000 Penalty: 14068.859375
	Iteration 22Q: 3 clusters Score -1.774718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -17747188.000000 Penalty: 14068.859375
	Iteration 23Q: 3 clusters Score -1.774719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -17747224.000000 Penalty: 14068.859375
	Iteration 24Q: 3 clusters Score -1.774722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -17747224.000000 Penalty: 14068.859375
	Iteration 25Q: 3 clusters Score -1.774722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -17747260.000000 Penalty: 14068.859375
	Iteration 26Q: 3 clusters Score -1.774726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -17747282.000000 Penalty: 14068.859375
	Iteration 27Q: 3 clusters Score -1.774728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -17747306.000000 Penalty: 14068.859375
	Iteration 28Q: 3 clusters Score -1.774731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -17747316.000000 Penalty: 14068.859375
	Iteration 29Q: 3 clusters Score -1.774732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -17747310.000000 Penalty: 14068.859375
	Iteration 30Q: 3 clusters Score -1.774731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -17747306.000000 Penalty: 14068.859375
	Iteration 31Q: 3 clusters Score -1.774731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -17747314.000000 Penalty: 14068.859375
	Iteration 32Q: 3 clusters Score -1.774731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -17747314.000000 Penalty: 14068.859375
	Iteration 33Q: 3 clusters Score -1.774731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -17747324.000000 Penalty: 14068.859375
	Iteration 34Q: 3 clusters Score -1.774732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -17747324.000000 Penalty: 14068.859375
	Iteration 35F: 3 clusters Score -1.774732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -350587.187500 Penalty: 4685.436523
	Iteration 0F: 2 clusters Score -350587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -345644.093750 Penalty: 9370.873047
	Iteration 0F: 3 clusters Score -345644.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -346304.375000 Penalty: 9370.873047
	Iteration 1F: 3 clusters Score -346304.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -346639.218750 Penalty: 9370.873047
	Iteration 2F: 3 clusters Score -346639.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -346931.218750 Penalty: 9370.873047
	Iteration 3F: 3 clusters Score -346931.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -347152.062500 Penalty: 9370.873047
	Iteration 4F: 3 clusters Score -347152.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -347352.062500 Penalty: 9370.873047
	Iteration 5Q: 3 clusters Score -347352.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -347553.468750 Penalty: 9370.873047
	Iteration 6Q: 3 clusters Score -347553.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -347748.437500 Penalty: 9370.873047
	Iteration 7Q: 3 clusters Score -347748.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -347870.593750 Penalty: 9370.873047
	Iteration 8Q: 3 clusters Score -347870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -347962.906250 Penalty: 9370.873047
	Iteration 9Q: 3 clusters Score -347962.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -348063.406250 Penalty: 9370.873047
	Iteration 10Q: 3 clusters Score -348063.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -348123.218750 Penalty: 9370.873047
	Iteration 11Q: 3 clusters Score -348123.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -348165.562500 Penalty: 9370.873047
	Iteration 12Q: 3 clusters Score -348165.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -348193.593750 Penalty: 9370.873047
	Iteration 13Q: 3 clusters Score -348193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -348229.125000 Penalty: 9370.873047
	Iteration 14Q: 3 clusters Score -348229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -348268.843750 Penalty: 9370.873047
	Iteration 15Q: 3 clusters Score -348268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -348295.218750 Penalty: 9370.873047
	Iteration 16Q: 3 clusters Score -348295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -348350.281250 Penalty: 9370.873047
	Iteration 17Q: 3 clusters Score -348350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -348398.656250 Penalty: 9370.873047
	Iteration 18Q: 3 clusters Score -348398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -348411.500000 Penalty: 9370.873047
	Iteration 19Q: 3 clusters Score -348411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -348429.531250 Penalty: 9370.873047
	Iteration 20F: 3 clusters Score -348429.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -348447.312500 Penalty: 9370.873047
	Iteration 21Q: 3 clusters Score -348447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -348458.812500 Penalty: 9370.873047
	Iteration 22Q: 3 clusters Score -348458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -348470.406250 Penalty: 9370.873047
	Iteration 23Q: 3 clusters Score -348470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -348478.656250 Penalty: 9370.873047
	Iteration 24Q: 3 clusters Score -348478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -348488.156250 Penalty: 9370.873047
	Iteration 25Q: 3 clusters Score -348488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -348500.656250 Penalty: 9370.873047
	Iteration 26Q: 3 clusters Score -348500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -348510.500000 Penalty: 9370.873047
	Iteration 27Q: 3 clusters Score -348510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -348512.593750 Penalty: 9370.873047
	Iteration 28Q: 3 clusters Score -348512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -348512.593750 Penalty: 9370.873047
	Iteration 29F: 3 clusters Score -348512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Entering Unmasked Estep 
Score: -6297643.500000 Penalty: 6403.448730
	Iteration 0F: 2 clusters Score -6297644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -6271751.000000 Penalty: 12806.897461
	Iteration 0F: 3 clusters Score -6271751 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -6279628.000000 Penalty: 12806.897461
	Iteration 1F: 3 clusters Score -6279628 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -6280428.500000 Penalty: 12806.897461
	Iteration 2F: 3 clusters Score -6280428 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -6281054.500000 Penalty: 12806.897461
	Iteration 3Q: 3 clusters Score -6281054 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6281563.500000 Penalty: 12806.897461
	Iteration 4Q: 3 clusters Score -6281564 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6282114.000000 Penalty: 12806.897461
	Iteration 5Q: 3 clusters Score -6282114 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -6282729.000000 Penalty: 12806.897461
	Iteration 6Q: 3 clusters Score -6282729 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -6283442.500000 Penalty: 12806.897461
	Iteration 7Q: 3 clusters Score -6283442 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6284385.000000 Penalty: 12806.897461
	Iteration 8Q: 3 clusters Score -6284385 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -6285511.000000 Penalty: 12806.897461
	Iteration 9F: 3 clusters Score -6285511 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6286887.000000 Penalty: 12806.897461
	Iteration 10F: 3 clusters Score -6286887 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6288316.500000 Penalty: 12806.897461
	Iteration 11Q: 3 clusters Score -6288316 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6289443.500000 Penalty: 12806.897461
	Iteration 12Q: 3 clusters Score -6289444 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -6290314.500000 Penalty: 12806.897461
	Iteration 13Q: 3 clusters Score -6290314 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -6290923.000000 Penalty: 12806.897461
	Iteration 14Q: 3 clusters Score -6290923 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6291266.500000 Penalty: 12806.897461
	Iteration 15Q: 3 clusters Score -6291266 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -6291490.000000 Penalty: 12806.897461
	Iteration 16Q: 3 clusters Score -6291490 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -6291671.000000 Penalty: 12806.897461
	Iteration 17Q: 3 clusters Score -6291671 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -6291771.500000 Penalty: 12806.897461
	Iteration 18Q: 3 clusters Score -6291772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -6291837.500000 Penalty: 12806.897461
	Iteration 19Q: 3 clusters Score -6291838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -6291886.000000 Penalty: 12806.897461
	Iteration 20F: 3 clusters Score -6291886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -6291935.000000 Penalty: 12806.897461
	Iteration 21Q: 3 clusters Score -6291935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -6291943.500000 Penalty: 12806.897461
	Iteration 22Q: 3 clusters Score -6291944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -6291967.500000 Penalty: 12806.897461
	Iteration 23Q: 3 clusters Score -6291968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -6291986.500000 Penalty: 12806.897461
	Iteration 24Q: 3 clusters Score -6291986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -6292004.000000 Penalty: 12806.897461
	Iteration 25Q: 3 clusters Score -6292004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6292011.000000 Penalty: 12806.897461
	Iteration 26Q: 3 clusters Score -6292011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -6292027.000000 Penalty: 12806.897461
	Iteration 27Q: 3 clusters Score -6292027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -6292040.500000 Penalty: 12806.897461
	Iteration 28Q: 3 clusters Score -6292040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6292051.500000 Penalty: 12806.897461
	Iteration 29Q: 3 clusters Score -6292052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -6292054.500000 Penalty: 12806.897461
	Iteration 30Q: 3 clusters Score -6292054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -6292061.500000 Penalty: 12806.897461
	Iteration 31Q: 3 clusters Score -6292062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6292058.000000 Penalty: 12806.897461
	Iteration 32Q: 3 clusters Score -6292058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -6292055.500000 Penalty: 12806.897461
	Iteration 33Q: 3 clusters Score -6292056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -6292055.500000 Penalty: 12806.897461
	Iteration 34F: 3 clusters Score -6292056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178596 members 
Entering Unmasked Estep 
Score: -32206868.000000 Penalty: 7406.889648
	Iteration 0F: 2 clusters Score -3.220687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -32087056.000000 Penalty: 14813.779297
	Iteration 0F: 3 clusters Score -3.208706e+07 nChanged 83506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -32133954.000000 Penalty: 14813.779297
	Iteration 1F: 3 clusters Score -3.213395e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -32135610.000000 Penalty: 14813.779297
	Iteration 2Q: 3 clusters Score -3.213561e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -32137634.000000 Penalty: 14813.779297
	Iteration 3Q: 3 clusters Score -3.213763e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -32140642.000000 Penalty: 14813.779297
	Iteration 4Q: 3 clusters Score -3.214064e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -32146048.000000 Penalty: 14813.779297
	Iteration 5F: 3 clusters Score -3.214605e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -32154372.000000 Penalty: 14813.779297
	Iteration 6F: 3 clusters Score -3.215437e+07 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 141648 members 
Entering Unmasked Estep 
Score: -32167118.000000 Penalty: 14813.779297
	Iteration 7F: 3 clusters Score -3.216712e+07 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 155847 members 
Entering Unmasked Estep 
Score: -32180594.000000 Penalty: 14813.779297
	Iteration 8F: 3 clusters Score -3.218059e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -32190494.000000 Penalty: 14813.779297
	Iteration 9F: 3 clusters Score -3.219049e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 172264 members 
Entering Unmasked Estep 
Score: -32195442.000000 Penalty: 14813.779297
	Iteration 10Q: 3 clusters Score -3.219544e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -32197972.000000 Penalty: 14813.779297
	Iteration 11Q: 3 clusters Score -3.219797e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 176428 members 
Entering Unmasked Estep 
Score: -32198976.000000 Penalty: 14813.779297
	Iteration 12Q: 3 clusters Score -3.219898e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -32199578.000000 Penalty: 14813.779297
	Iteration 13Q: 3 clusters Score -3.219958e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 177272 members 
Entering Unmasked Estep 
Score: -32199876.000000 Penalty: 14813.779297
	Iteration 14Q: 3 clusters Score -3.219988e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -32200094.000000 Penalty: 14813.779297
	Iteration 15Q: 3 clusters Score -3.220009e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -32200188.000000 Penalty: 14813.779297
	Iteration 16Q: 3 clusters Score -3.220019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -32200228.000000 Penalty: 14813.779297
	Iteration 17Q: 3 clusters Score -3.220023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 177575 members 
Entering Unmasked Estep 
Score: -32200256.000000 Penalty: 14813.779297
	Iteration 18Q: 3 clusters Score -3.220026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -32200270.000000 Penalty: 14813.779297
	Iteration 19Q: 3 clusters Score -3.220027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -32200320.000000 Penalty: 14813.779297
	Iteration 20F: 3 clusters Score -3.220032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -32200366.000000 Penalty: 14813.779297
	Iteration 21Q: 3 clusters Score -3.220037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -32200356.000000 Penalty: 14813.779297
	Iteration 22Q: 3 clusters Score -3.220036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -32200400.000000 Penalty: 14813.779297
	Iteration 23Q: 3 clusters Score -3.22004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 177681 members 
Entering Unmasked Estep 
Score: -32200370.000000 Penalty: 14813.779297
	Iteration 24Q: 3 clusters Score -3.220037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -32200418.000000 Penalty: 14813.779297
	Iteration 25Q: 3 clusters Score -3.220042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -32200444.000000 Penalty: 14813.779297
	Iteration 26Q: 3 clusters Score -3.220044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 177709 members 
Entering Unmasked Estep 
Score: -32200466.000000 Penalty: 14813.779297
	Iteration 27Q: 3 clusters Score -3.220047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 177715 members 
Entering Unmasked Estep 
Score: -32200482.000000 Penalty: 14813.779297
	Iteration 28Q: 3 clusters Score -3.220048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 177719 members 
Entering Unmasked Estep 
Score: -32200494.000000 Penalty: 14813.779297
	Iteration 29Q: 3 clusters Score -3.220049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -32200482.000000 Penalty: 14813.779297
	Iteration 30Q: 3 clusters Score -3.220048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -32200498.000000 Penalty: 14813.779297
	Iteration 31Q: 3 clusters Score -3.22005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -32200504.000000 Penalty: 14813.779297
	Iteration 32Q: 3 clusters Score -3.22005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 177724 members 
Entering Unmasked Estep 
Score: -32200508.000000 Penalty: 14813.779297
	Iteration 33Q: 3 clusters Score -3.220051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -32200504.000000 Penalty: 14813.779297
	Iteration 34Q: 3 clusters Score -3.22005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -32200504.000000 Penalty: 14813.779297
	Iteration 35F: 3 clusters Score -3.22005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -229111.234375 Penalty: 4448.789551
	Iteration 0F: 2 clusters Score -229111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -224782.437500 Penalty: 8897.579102
	Iteration 0F: 3 clusters Score -224782.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -225605.078125 Penalty: 8897.579102
	Iteration 1F: 3 clusters Score -225605.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -225970.718750 Penalty: 8897.579102
	Iteration 2F: 3 clusters Score -225970.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -226193.796875 Penalty: 8897.579102
	Iteration 3F: 3 clusters Score -226193.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -226385.015625 Penalty: 8897.579102
	Iteration 4Q: 3 clusters Score -226385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -226543.640625 Penalty: 8897.579102
	Iteration 5Q: 3 clusters Score -226543.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -226708.750000 Penalty: 8897.579102
	Iteration 6Q: 3 clusters Score -226708.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -226918.093750 Penalty: 8897.579102
	Iteration 7Q: 3 clusters Score -226918.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -227149.562500 Penalty: 8897.579102
	Iteration 8Q: 3 clusters Score -227149.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -227445.703125 Penalty: 8897.579102
	Iteration 9Q: 3 clusters Score -227445.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -227764.109375 Penalty: 8897.579102
	Iteration 10Q: 3 clusters Score -227764.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228063.515625 Penalty: 8897.579102
	Iteration 11Q: 3 clusters Score -228063.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -228250.937500 Penalty: 8897.579102
	Iteration 12Q: 3 clusters Score -228250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -228335.656250 Penalty: 8897.579102
	Iteration 13Q: 3 clusters Score -228335.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -228422.578125 Penalty: 8897.579102
	Iteration 14Q: 3 clusters Score -228422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -228491.765625 Penalty: 8897.579102
	Iteration 15Q: 3 clusters Score -228491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -228520.578125 Penalty: 8897.579102
	Iteration 16Q: 3 clusters Score -228520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -228533.468750 Penalty: 8897.579102
	Iteration 17Q: 3 clusters Score -228533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -228558.062500 Penalty: 8897.579102
	Iteration 18Q: 3 clusters Score -228558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -228558.062500 Penalty: 8897.579102
	Iteration 19F: 3 clusters Score -228558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -96599.851562 Penalty: 3953.809326
	Iteration 0F: 2 clusters Score -96599.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93133.523438 Penalty: 7907.618652
	Iteration 0F: 3 clusters Score -93133.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93336.007812 Penalty: 7907.618652
	Iteration 1F: 3 clusters Score -93336.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93417.882812 Penalty: 7907.618652
	Iteration 2Q: 3 clusters Score -93417.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93453.460938 Penalty: 7907.618652
	Iteration 3Q: 3 clusters Score -93453.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93474.929688 Penalty: 7907.618652
	Iteration 4Q: 3 clusters Score -93474.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93483.132812 Penalty: 7907.618652
	Iteration 5Q: 3 clusters Score -93483.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93483.132812 Penalty: 7907.618652
	Iteration 6F: 3 clusters Score -93483.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -131420.578125 Penalty: 4175.250488
	Iteration 0F: 2 clusters Score -131420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127554.656250 Penalty: 8350.500977
	Iteration 0F: 3 clusters Score -127554.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128001.335938 Penalty: 8350.500977
	Iteration 1F: 3 clusters Score -128001.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128167.898438 Penalty: 8350.500977
	Iteration 2F: 3 clusters Score -128167.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -128286.210938 Penalty: 8350.500977
	Iteration 3Q: 3 clusters Score -128286.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -128392.164062 Penalty: 8350.500977
	Iteration 4Q: 3 clusters Score -128392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128470.539062 Penalty: 8350.500977
	Iteration 5Q: 3 clusters Score -128470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -128515.453125 Penalty: 8350.500977
	Iteration 6Q: 3 clusters Score -128515.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128606.179688 Penalty: 8350.500977
	Iteration 7Q: 3 clusters Score -128606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128646.046875 Penalty: 8350.500977
	Iteration 8Q: 3 clusters Score -128646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128680.742188 Penalty: 8350.500977
	Iteration 9Q: 3 clusters Score -128680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128689.726562 Penalty: 8350.500977
	Iteration 10Q: 3 clusters Score -128689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128694.687500 Penalty: 8350.500977
	Iteration 11Q: 3 clusters Score -128694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128697.414062 Penalty: 8350.500977
	Iteration 12Q: 3 clusters Score -128697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128697.414062 Penalty: 8350.500977
	Iteration 13F: 3 clusters Score -128697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Entering Unmasked Estep 
Score: -2929664.750000 Penalty: 5934.167480
	Iteration 0F: 2 clusters Score -2929665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2915632.500000 Penalty: 11868.334961
	Iteration 0F: 3 clusters Score -2915632 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2919008.750000 Penalty: 11868.334961
	Iteration 1F: 3 clusters Score -2919009 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2919533.000000 Penalty: 11868.334961
	Iteration 2F: 3 clusters Score -2919533 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2919887.000000 Penalty: 11868.334961
	Iteration 3Q: 3 clusters Score -2919887 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2920134.250000 Penalty: 11868.334961
	Iteration 4Q: 3 clusters Score -2920134 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2920320.500000 Penalty: 11868.334961
	Iteration 5Q: 3 clusters Score -2920320 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2920473.250000 Penalty: 11868.334961
	Iteration 6Q: 3 clusters Score -2920473 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2920604.750000 Penalty: 11868.334961
	Iteration 7Q: 3 clusters Score -2920605 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2920711.750000 Penalty: 11868.334961
	Iteration 8Q: 3 clusters Score -2920712 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2920784.750000 Penalty: 11868.334961
	Iteration 9Q: 3 clusters Score -2920785 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2920875.000000 Penalty: 11868.334961
	Iteration 10Q: 3 clusters Score -2920875 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2920925.500000 Penalty: 11868.334961
	Iteration 11Q: 3 clusters Score -2920926 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2920981.500000 Penalty: 11868.334961
	Iteration 12Q: 3 clusters Score -2920982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2921029.500000 Penalty: 11868.334961
	Iteration 13Q: 3 clusters Score -2921030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2921063.000000 Penalty: 11868.334961
	Iteration 14Q: 3 clusters Score -2921063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2921107.250000 Penalty: 11868.334961
	Iteration 15Q: 3 clusters Score -2921107 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2921137.750000 Penalty: 11868.334961
	Iteration 16Q: 3 clusters Score -2921138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2921180.500000 Penalty: 11868.334961
	Iteration 17Q: 3 clusters Score -2921180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2921213.750000 Penalty: 11868.334961
	Iteration 18Q: 3 clusters Score -2921214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2921237.750000 Penalty: 11868.334961
	Iteration 19Q: 3 clusters Score -2921238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2921260.500000 Penalty: 11868.334961
	Iteration 20F: 3 clusters Score -2921260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2921279.000000 Penalty: 11868.334961
	Iteration 21Q: 3 clusters Score -2921279 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2921305.000000 Penalty: 11868.334961
	Iteration 22Q: 3 clusters Score -2921305 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2921331.750000 Penalty: 11868.334961
	Iteration 23Q: 3 clusters Score -2921332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2921359.500000 Penalty: 11868.334961
	Iteration 24Q: 3 clusters Score -2921360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2921387.750000 Penalty: 11868.334961
	Iteration 25Q: 3 clusters Score -2921388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2921398.750000 Penalty: 11868.334961
	Iteration 26Q: 3 clusters Score -2921399 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2921444.750000 Penalty: 11868.334961
	Iteration 27Q: 3 clusters Score -2921445 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2921472.500000 Penalty: 11868.334961
	Iteration 28Q: 3 clusters Score -2921472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2921512.750000 Penalty: 11868.334961
	Iteration 29Q: 3 clusters Score -2921513 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2921540.500000 Penalty: 11868.334961
	Iteration 30Q: 3 clusters Score -2921540 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2921576.500000 Penalty: 11868.334961
	Iteration 31Q: 3 clusters Score -2921576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2921628.000000 Penalty: 11868.334961
	Iteration 32Q: 3 clusters Score -2921628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2921677.500000 Penalty: 11868.334961
	Iteration 33Q: 3 clusters Score -2921678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2921733.250000 Penalty: 11868.334961
	Iteration 34Q: 3 clusters Score -2921733 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2921789.750000 Penalty: 11868.334961
	Iteration 35Q: 3 clusters Score -2921790 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2921867.250000 Penalty: 11868.334961
	Iteration 36Q: 3 clusters Score -2921867 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2921950.750000 Penalty: 11868.334961
	Iteration 37Q: 3 clusters Score -2921951 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2922046.250000 Penalty: 11868.334961
	Iteration 38Q: 3 clusters Score -2922046 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2922145.000000 Penalty: 11868.334961
	Iteration 39Q: 3 clusters Score -2922145 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2922263.250000 Penalty: 11868.334961
	Iteration 40F: 3 clusters Score -2922263 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2922407.750000 Penalty: 11868.334961
	Iteration 41Q: 3 clusters Score -2922408 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2922542.250000 Penalty: 11868.334961
	Iteration 42Q: 3 clusters Score -2922542 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2922697.000000 Penalty: 11868.334961
	Iteration 43Q: 3 clusters Score -2922697 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2922836.250000 Penalty: 11868.334961
	Iteration 44Q: 3 clusters Score -2922836 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2922990.000000 Penalty: 11868.334961
	Iteration 45Q: 3 clusters Score -2922990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2923137.750000 Penalty: 11868.334961
	Iteration 46Q: 3 clusters Score -2923138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2923282.000000 Penalty: 11868.334961
	Iteration 47Q: 3 clusters Score -2923282 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2923403.000000 Penalty: 11868.334961
	Iteration 48Q: 3 clusters Score -2923403 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2923527.750000 Penalty: 11868.334961
	Iteration 49Q: 3 clusters Score -2923528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2923630.500000 Penalty: 11868.334961
	Iteration 50Q: 3 clusters Score -2923630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2923742.000000 Penalty: 11868.334961
	Iteration 51Q: 3 clusters Score -2923742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2923833.000000 Penalty: 11868.334961
	Iteration 52Q: 3 clusters Score -2923833 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2923938.750000 Penalty: 11868.334961
	Iteration 53Q: 3 clusters Score -2923939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2924024.250000 Penalty: 11868.334961
	Iteration 54Q: 3 clusters Score -2924024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2924083.750000 Penalty: 11868.334961
	Iteration 55Q: 3 clusters Score -2924084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2924129.750000 Penalty: 11868.334961
	Iteration 56Q: 3 clusters Score -2924130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2924168.250000 Penalty: 11868.334961
	Iteration 57Q: 3 clusters Score -2924168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2924208.000000 Penalty: 11868.334961
	Iteration 58Q: 3 clusters Score -2924208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2924232.250000 Penalty: 11868.334961
	Iteration 59Q: 3 clusters Score -2924232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2924253.000000 Penalty: 11868.334961
	Iteration 60F: 3 clusters Score -2924253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2924272.250000 Penalty: 11868.334961
	Iteration 61Q: 3 clusters Score -2924272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2924294.750000 Penalty: 11868.334961
	Iteration 62Q: 3 clusters Score -2924295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2924310.750000 Penalty: 11868.334961
	Iteration 63Q: 3 clusters Score -2924311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2924331.000000 Penalty: 11868.334961
	Iteration 64Q: 3 clusters Score -2924331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2924344.000000 Penalty: 11868.334961
	Iteration 65Q: 3 clusters Score -2924344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2924342.750000 Penalty: 11868.334961
	Iteration 66Q: 3 clusters Score -2924343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2924355.000000 Penalty: 11868.334961
	Iteration 67Q: 3 clusters Score -2924355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2924361.500000 Penalty: 11868.334961
	Iteration 68Q: 3 clusters Score -2924362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2924361.250000 Penalty: 11868.334961
	Iteration 69Q: 3 clusters Score -2924361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2924361.500000 Penalty: 11868.334961
	Iteration 70Q: 3 clusters Score -2924362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2924361.500000 Penalty: 11868.334961
	Iteration 71F: 3 clusters Score -2924362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Entering Unmasked Estep 
Score: -1777518.500000 Penalty: 5632.759766
	Iteration 0F: 2 clusters Score -1777518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1767387.000000 Penalty: 11265.519531
	Iteration 0F: 3 clusters Score -1767387 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1769539.375000 Penalty: 11265.519531
	Iteration 1F: 3 clusters Score -1769539 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1770119.500000 Penalty: 11265.519531
	Iteration 2F: 3 clusters Score -1770120 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1770517.375000 Penalty: 11265.519531
	Iteration 3F: 3 clusters Score -1770517 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1770870.375000 Penalty: 11265.519531
	Iteration 4Q: 3 clusters Score -1770870 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1771205.625000 Penalty: 11265.519531
	Iteration 5Q: 3 clusters Score -1771206 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1771561.875000 Penalty: 11265.519531
	Iteration 6Q: 3 clusters Score -1771562 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1771914.000000 Penalty: 11265.519531
	Iteration 7Q: 3 clusters Score -1771914 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1772221.125000 Penalty: 11265.519531
	Iteration 8Q: 3 clusters Score -1772221 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1772473.125000 Penalty: 11265.519531
	Iteration 9Q: 3 clusters Score -1772473 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1772693.375000 Penalty: 11265.519531
	Iteration 10Q: 3 clusters Score -1772693 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1772846.875000 Penalty: 11265.519531
	Iteration 11Q: 3 clusters Score -1772847 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1772963.000000 Penalty: 11265.519531
	Iteration 12Q: 3 clusters Score -1772963 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1773045.000000 Penalty: 11265.519531
	Iteration 13Q: 3 clusters Score -1773045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1773117.500000 Penalty: 11265.519531
	Iteration 14Q: 3 clusters Score -1773118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1773171.250000 Penalty: 11265.519531
	Iteration 15Q: 3 clusters Score -1773171 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1773208.875000 Penalty: 11265.519531
	Iteration 16Q: 3 clusters Score -1773209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1773244.375000 Penalty: 11265.519531
	Iteration 17Q: 3 clusters Score -1773244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1773271.500000 Penalty: 11265.519531
	Iteration 18Q: 3 clusters Score -1773272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1773289.625000 Penalty: 11265.519531
	Iteration 19Q: 3 clusters Score -1773290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1773305.375000 Penalty: 11265.519531
	Iteration 20F: 3 clusters Score -1773305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1773328.250000 Penalty: 11265.519531
	Iteration 21Q: 3 clusters Score -1773328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1773351.625000 Penalty: 11265.519531
	Iteration 22Q: 3 clusters Score -1773352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1773374.625000 Penalty: 11265.519531
	Iteration 23Q: 3 clusters Score -1773375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1773382.000000 Penalty: 11265.519531
	Iteration 24Q: 3 clusters Score -1773382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1773389.000000 Penalty: 11265.519531
	Iteration 25Q: 3 clusters Score -1773389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1773400.250000 Penalty: 11265.519531
	Iteration 26Q: 3 clusters Score -1773400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1773407.000000 Penalty: 11265.519531
	Iteration 27Q: 3 clusters Score -1773407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1773414.250000 Penalty: 11265.519531
	Iteration 28Q: 3 clusters Score -1773414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1773417.875000 Penalty: 11265.519531
	Iteration 29Q: 3 clusters Score -1773418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1773424.250000 Penalty: 11265.519531
	Iteration 30Q: 3 clusters Score -1773424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1773424.875000 Penalty: 11265.519531
	Iteration 31Q: 3 clusters Score -1773425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1773428.750000 Penalty: 11265.519531
	Iteration 32Q: 3 clusters Score -1773429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1773428.250000 Penalty: 11265.519531
	Iteration 33Q: 3 clusters Score -1773428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1773430.250000 Penalty: 11265.519531
	Iteration 34Q: 3 clusters Score -1773430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1773432.875000 Penalty: 11265.519531
	Iteration 35Q: 3 clusters Score -1773433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1773434.750000 Penalty: 11265.519531
	Iteration 36Q: 3 clusters Score -1773435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1773436.250000 Penalty: 11265.519531
	Iteration 37Q: 3 clusters Score -1773436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1773434.625000 Penalty: 11265.519531
	Iteration 38Q: 3 clusters Score -1773435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1773438.875000 Penalty: 11265.519531
	Iteration 39Q: 3 clusters Score -1773439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1773438.875000 Penalty: 11265.519531
	Iteration 40F: 3 clusters Score -1773439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1773441.875000 Penalty: 11265.519531
	Iteration 41Q: 3 clusters Score -1773442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1773441.875000 Penalty: 11265.519531
	Iteration 42F: 3 clusters Score -1773442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -109491.843750 Penalty: 4095.854004
	Iteration 0F: 2 clusters Score -109491.8 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 410 members 
Entering Unmasked Estep 
Score: -105867.476562 Penalty: 8191.708008
	Iteration 0F: 3 clusters Score -105867.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106453.710938 Penalty: 8191.708008
	Iteration 1F: 3 clusters Score -106453.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107071.890625 Penalty: 8191.708008
	Iteration 2F: 3 clusters Score -107071.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108036.414062 Penalty: 8191.708008
	Iteration 3F: 3 clusters Score -108036.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -108987.578125 Penalty: 8191.708008
	Iteration 4F: 3 clusters Score -108987.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109793.164062 Penalty: 8191.708008
	Iteration 5Q: 3 clusters Score -109793.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -110493.507812 Penalty: 8191.708008
	Iteration 6Q: 3 clusters Score -110493.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110831.750000 Penalty: 8191.708008
	Iteration 7Q: 3 clusters Score -110831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111053.906250 Penalty: 8191.708008
	Iteration 8Q: 3 clusters Score -111053.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111262.906250 Penalty: 8191.708008
	Iteration 9Q: 3 clusters Score -111262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112021.117188 Penalty: 8191.708008
	Iteration 10Q: 3 clusters Score -112021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112038.976562 Penalty: 8191.708008
	Iteration 11Q: 3 clusters Score -112039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112038.976562 Penalty: 8191.708008
	Iteration 12F: 3 clusters Score -112039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51790 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74457 members 
Mstep: Class 17 contains 97225 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 178596 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63747 members 
Mstep: Class 31 contains 366 members 
Entering Unmasked Estep 
Score: -226847920.000000 Penalty: 267010.843750
Splitting cluster 26 changes total score from -226849936.000000 to -226847920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -116421.093750 Penalty: 4078.817627
	Iteration 0F: 2 clusters Score -116421.1 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 372 members 
Entering Unmasked Estep 
Score: -112584.234375 Penalty: 8157.635254
	Iteration 0F: 3 clusters Score -112584.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112930.601562 Penalty: 8157.635254
	Iteration 1F: 3 clusters Score -112930.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113088.859375 Penalty: 8157.635254
	Iteration 2Q: 3 clusters Score -113088.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113321.007812 Penalty: 8157.635254
	Iteration 3Q: 3 clusters Score -113321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113796.085938 Penalty: 8157.635254
	Iteration 4Q: 3 clusters Score -113796.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113925.617188 Penalty: 8157.635254
	Iteration 5Q: 3 clusters Score -113925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114004.250000 Penalty: 8157.635254
	Iteration 6Q: 3 clusters Score -114004.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114166.031250 Penalty: 8157.635254
	Iteration 7Q: 3 clusters Score -114166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114371.468750 Penalty: 8157.635254
	Iteration 8Q: 3 clusters Score -114371.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114614.015625 Penalty: 8157.635254
	Iteration 9Q: 3 clusters Score -114614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -114728.304688 Penalty: 8157.635254
	Iteration 10Q: 3 clusters Score -114728.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114839.242188 Penalty: 8157.635254
	Iteration 11Q: 3 clusters Score -114839.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114927.929688 Penalty: 8157.635254
	Iteration 12Q: 3 clusters Score -114927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114995.546875 Penalty: 8157.635254
	Iteration 13Q: 3 clusters Score -114995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115065.476562 Penalty: 8157.635254
	Iteration 14Q: 3 clusters Score -115065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115099.984375 Penalty: 8157.635254
	Iteration 15Q: 3 clusters Score -115100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115121.929688 Penalty: 8157.635254
	Iteration 16Q: 3 clusters Score -115121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115137.937500 Penalty: 8157.635254
	Iteration 17Q: 3 clusters Score -115137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115142.898438 Penalty: 8157.635254
	Iteration 18Q: 3 clusters Score -115142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115152.632812 Penalty: 8157.635254
	Iteration 19Q: 3 clusters Score -115152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115153.039062 Penalty: 8157.635254
	Iteration 20F: 3 clusters Score -115153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115157.679688 Penalty: 8157.635254
	Iteration 21Q: 3 clusters Score -115157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115157.679688 Penalty: 8157.635254
	Iteration 22F: 3 clusters Score -115157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -795065.750000 Penalty: 5172.989258
	Iteration 0F: 2 clusters Score -795065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -788219.187500 Penalty: 10345.978516
	Iteration 0F: 3 clusters Score -788219.2 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -789376.937500 Penalty: 10345.978516
	Iteration 1F: 3 clusters Score -789376.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -789691.875000 Penalty: 10345.978516
	Iteration 2F: 3 clusters Score -789691.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -789907.437500 Penalty: 10345.978516
	Iteration 3Q: 3 clusters Score -789907.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -790094.250000 Penalty: 10345.978516
	Iteration 4Q: 3 clusters Score -790094.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -790285.937500 Penalty: 10345.978516
	Iteration 5Q: 3 clusters Score -790285.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -790516.125000 Penalty: 10345.978516
	Iteration 6Q: 3 clusters Score -790516.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -790796.625000 Penalty: 10345.978516
	Iteration 7Q: 3 clusters Score -790796.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -791093.937500 Penalty: 10345.978516
	Iteration 8Q: 3 clusters Score -791093.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -791448.625000 Penalty: 10345.978516
	Iteration 9Q: 3 clusters Score -791448.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -791689.187500 Penalty: 10345.978516
	Iteration 10Q: 3 clusters Score -791689.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -791864.312500 Penalty: 10345.978516
	Iteration 11Q: 3 clusters Score -791864.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -791967.187500 Penalty: 10345.978516
	Iteration 12Q: 3 clusters Score -791967.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -792046.187500 Penalty: 10345.978516
	Iteration 13Q: 3 clusters Score -792046.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -792101.500000 Penalty: 10345.978516
	Iteration 14Q: 3 clusters Score -792101.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -792134.750000 Penalty: 10345.978516
	Iteration 15Q: 3 clusters Score -792134.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -792152.250000 Penalty: 10345.978516
	Iteration 16Q: 3 clusters Score -792152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -792160.500000 Penalty: 10345.978516
	Iteration 17Q: 3 clusters Score -792160.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -792171.937500 Penalty: 10345.978516
	Iteration 18Q: 3 clusters Score -792171.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -792188.187500 Penalty: 10345.978516
	Iteration 19Q: 3 clusters Score -792188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -792189.312500 Penalty: 10345.978516
	Iteration 20F: 3 clusters Score -792189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -792192.875000 Penalty: 10345.978516
	Iteration 21Q: 3 clusters Score -792192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -792193.000000 Penalty: 10345.978516
	Iteration 22Q: 3 clusters Score -792193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -792194.562500 Penalty: 10345.978516
	Iteration 23Q: 3 clusters Score -792194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -792193.250000 Penalty: 10345.978516
	Iteration 24Q: 3 clusters Score -792193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -792193.875000 Penalty: 10345.978516
	Iteration 25Q: 3 clusters Score -792193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -792195.375000 Penalty: 10345.978516
	Iteration 26Q: 3 clusters Score -792195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -792195.375000 Penalty: 10345.978516
	Iteration 27F: 3 clusters Score -792195.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -320855.000000 Penalty: 4651.250000
	Iteration 0F: 2 clusters Score -320855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315820.218750 Penalty: 9302.500000
	Iteration 0F: 3 clusters Score -315820.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -316500.187500 Penalty: 9302.500000
	Iteration 1F: 3 clusters Score -316500.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -316932.687500 Penalty: 9302.500000
	Iteration 2F: 3 clusters Score -316932.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -317408.156250 Penalty: 9302.500000
	Iteration 3F: 3 clusters Score -317408.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -318167.906250 Penalty: 9302.500000
	Iteration 4F: 3 clusters Score -318167.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -319146.281250 Penalty: 9302.500000
	Iteration 5F: 3 clusters Score -319146.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -320151.812500 Penalty: 9302.500000
	Iteration 6F: 3 clusters Score -320151.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -320970.375000 Penalty: 9302.500000
	Iteration 7F: 3 clusters Score -320970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -321608.625000 Penalty: 9302.500000
	Iteration 8Q: 3 clusters Score -321608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -321677.500000 Penalty: 9302.500000
	Iteration 9Q: 3 clusters Score -321677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -321682.406250 Penalty: 9302.500000
	Iteration 10Q: 3 clusters Score -321682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -321682.406250 Penalty: 9302.500000
	Iteration 11F: 3 clusters Score -321682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51790 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74457 members 
Mstep: Class 17 contains 97225 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 178596 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 63747 members 
Mstep: Class 31 contains 838 members 
Entering Unmasked Estep 
Score: -226846288.000000 Penalty: 267010.843750
Splitting cluster 29 changes total score from -226849936.000000 to -226846288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (63747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Entering Unmasked Estep 
Score: -11550852.000000 Penalty: 6775.890137
	Iteration 0F: 2 clusters Score -1.155085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -11506352.000000 Penalty: 13551.780273
	Iteration 0F: 3 clusters Score -1.150635e+07 nChanged 28377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -11521632.000000 Penalty: 13551.780273
	Iteration 1F: 3 clusters Score -1.152163e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -11522453.000000 Penalty: 13551.780273
	Iteration 2Q: 3 clusters Score -1.152245e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -11523157.000000 Penalty: 13551.780273
	Iteration 3Q: 3 clusters Score -1.152316e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -11523685.000000 Penalty: 13551.780273
	Iteration 4Q: 3 clusters Score -1.152368e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -11524152.000000 Penalty: 13551.780273
	Iteration 5Q: 3 clusters Score -1.152415e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -11524624.000000 Penalty: 13551.780273
	Iteration 6Q: 3 clusters Score -1.152462e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -11525044.000000 Penalty: 13551.780273
	Iteration 7Q: 3 clusters Score -1.152504e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -11525442.000000 Penalty: 13551.780273
	Iteration 8Q: 3 clusters Score -1.152544e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -11525911.000000 Penalty: 13551.780273
	Iteration 9Q: 3 clusters Score -1.152591e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -11526475.000000 Penalty: 13551.780273
	Iteration 10Q: 3 clusters Score -1.152648e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -11527214.000000 Penalty: 13551.780273
	Iteration 11Q: 3 clusters Score -1.152721e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -11528040.000000 Penalty: 13551.780273
	Iteration 12Q: 3 clusters Score -1.152804e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -11529245.000000 Penalty: 13551.780273
	Iteration 13Q: 3 clusters Score -1.152924e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -11530937.000000 Penalty: 13551.780273
	Iteration 14Q: 3 clusters Score -1.153094e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -11533082.000000 Penalty: 13551.780273
	Iteration 15F: 3 clusters Score -1.153308e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -11535515.000000 Penalty: 13551.780273
	Iteration 16F: 3 clusters Score -1.153552e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -11537968.000000 Penalty: 13551.780273
	Iteration 17Q: 3 clusters Score -1.153797e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -11540147.000000 Penalty: 13551.780273
	Iteration 18Q: 3 clusters Score -1.154015e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -11541816.000000 Penalty: 13551.780273
	Iteration 19Q: 3 clusters Score -1.154182e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11542900.000000 Penalty: 13551.780273
	Iteration 20F: 3 clusters Score -1.15429e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -11543599.000000 Penalty: 13551.780273
	Iteration 21Q: 3 clusters Score -1.15436e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11544050.000000 Penalty: 13551.780273
	Iteration 22Q: 3 clusters Score -1.154405e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -11544356.000000 Penalty: 13551.780273
	Iteration 23Q: 3 clusters Score -1.154436e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11544571.000000 Penalty: 13551.780273
	Iteration 24Q: 3 clusters Score -1.154457e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11544692.000000 Penalty: 13551.780273
	Iteration 25Q: 3 clusters Score -1.154469e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11544786.000000 Penalty: 13551.780273
	Iteration 26Q: 3 clusters Score -1.154479e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -11544862.000000 Penalty: 13551.780273
	Iteration 27Q: 3 clusters Score -1.154486e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -11544915.000000 Penalty: 13551.780273
	Iteration 28Q: 3 clusters Score -1.154492e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11544950.000000 Penalty: 13551.780273
	Iteration 29Q: 3 clusters Score -1.154495e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11544964.000000 Penalty: 13551.780273
	Iteration 30Q: 3 clusters Score -1.154496e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11544996.000000 Penalty: 13551.780273
	Iteration 31Q: 3 clusters Score -1.1545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11545011.000000 Penalty: 13551.780273
	Iteration 32Q: 3 clusters Score -1.154501e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11545011.000000 Penalty: 13551.780273
	Iteration 33Q: 3 clusters Score -1.154501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11545048.000000 Penalty: 13551.780273
	Iteration 34Q: 3 clusters Score -1.154505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11545056.000000 Penalty: 13551.780273
	Iteration 35Q: 3 clusters Score -1.154506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11545059.000000 Penalty: 13551.780273
	Iteration 36Q: 3 clusters Score -1.154506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11545065.000000 Penalty: 13551.780273
	Iteration 37Q: 3 clusters Score -1.154506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11545069.000000 Penalty: 13551.780273
	Iteration 38Q: 3 clusters Score -1.154507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11545077.000000 Penalty: 13551.780273
	Iteration 39Q: 3 clusters Score -1.154508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11545083.000000 Penalty: 13551.780273
	Iteration 40F: 3 clusters Score -1.154508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11545090.000000 Penalty: 13551.780273
	Iteration 41Q: 3 clusters Score -1.154509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11545074.000000 Penalty: 13551.780273
	Iteration 42Q: 3 clusters Score -1.154507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11545091.000000 Penalty: 13551.780273
	Iteration 43Q: 3 clusters Score -1.154509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11545089.000000 Penalty: 13551.780273
	Iteration 44Q: 3 clusters Score -1.154509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11545096.000000 Penalty: 13551.780273
	Iteration 45Q: 3 clusters Score -1.15451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11545082.000000 Penalty: 13551.780273
	Iteration 46Q: 3 clusters Score -1.154508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11545085.000000 Penalty: 13551.780273
	Iteration 47Q: 3 clusters Score -1.154508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11545073.000000 Penalty: 13551.780273
	Iteration 48Q: 3 clusters Score -1.154507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11545077.000000 Penalty: 13551.780273
	Iteration 49Q: 3 clusters Score -1.154508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11545073.000000 Penalty: 13551.780273
	Iteration 50Q: 3 clusters Score -1.154507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11545073.000000 Penalty: 13551.780273
	Iteration 51F: 3 clusters Score -1.154507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51790 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74457 members 
Mstep: Class 17 contains 97225 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 178596 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849840.000000 Penalty: 258397.593750
Iteration 159Q: 31 clusters Score -2.268498e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476796 members 
Mstep: Class 5 contains 51784 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12174 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15672 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74456 members 
Mstep: Class 17 contains 97208 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 178600 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849808.000000 Penalty: 258397.593750
Iteration 160F: 31 clusters Score -2.268498e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476798 members 
Mstep: Class 5 contains 51778 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12189 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15681 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74455 members 
Mstep: Class 17 contains 97180 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34706 members 
Mstep: Class 20 contains 178603 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 779 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850112.000000 Penalty: 258397.593750
Iteration 161Q: 31 clusters Score -2.268501e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476801 members 
Mstep: Class 5 contains 51768 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12200 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15681 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74455 members 
Mstep: Class 17 contains 97167 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34709 members 
Mstep: Class 20 contains 178606 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 765 members 
Mstep: Class 27 contains 817 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850416.000000 Penalty: 258397.593750
Iteration 162Q: 31 clusters Score -2.268504e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476806 members 
Mstep: Class 5 contains 51757 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12218 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15681 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74454 members 
Mstep: Class 17 contains 97151 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34709 members 
Mstep: Class 20 contains 178608 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850608.000000 Penalty: 258397.593750
Iteration 163Q: 31 clusters Score -2.268506e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476812 members 
Mstep: Class 5 contains 51750 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12231 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15682 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74453 members 
Mstep: Class 17 contains 97143 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34708 members 
Mstep: Class 20 contains 178606 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 849 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850592.000000 Penalty: 258397.593750
Iteration 164Q: 31 clusters Score -2.268506e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476817 members 
Mstep: Class 5 contains 51743 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12246 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15684 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97126 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34708 members 
Mstep: Class 20 contains 178607 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 855 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850448.000000 Penalty: 258397.593750
Iteration 165Q: 31 clusters Score -2.268504e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476815 members 
Mstep: Class 5 contains 51733 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12261 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15686 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97118 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34708 members 
Mstep: Class 20 contains 178610 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850384.000000 Penalty: 258397.593750
Iteration 166Q: 31 clusters Score -2.268504e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476810 members 
Mstep: Class 5 contains 51729 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97115 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34710 members 
Mstep: Class 20 contains 178607 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9861 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850400.000000 Penalty: 258397.593750
Iteration 167Q: 31 clusters Score -2.268504e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 476810 members 
Mstep: Class 5 contains 51720 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12297 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15684 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97107 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178606 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850496.000000 Penalty: 258397.593750
Iteration 168Q: 31 clusters Score -2.268505e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476811 members 
Mstep: Class 5 contains 51713 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15683 members 
Mstep: Class 15 contains 83245 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97103 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178605 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 258397.593750
Iteration 169Q: 31 clusters Score -2.268505e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476807 members 
Mstep: Class 5 contains 51709 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 83246 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97098 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178606 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850528.000000 Penalty: 258397.593750
Iteration 170Q: 31 clusters Score -2.268505e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476808 members 
Mstep: Class 5 contains 51708 members 
Mstep: Class 6 contains 17405 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15686 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97088 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178608 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850672.000000 Penalty: 258397.593750
Iteration 171Q: 31 clusters Score -2.268507e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476811 members 
Mstep: Class 5 contains 51708 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12332 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97077 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34711 members 
Mstep: Class 20 contains 178610 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850528.000000 Penalty: 258397.593750
Iteration 172Q: 31 clusters Score -2.268505e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476811 members 
Mstep: Class 5 contains 51707 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97071 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178611 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850640.000000 Penalty: 258397.593750
Iteration 173Q: 31 clusters Score -2.268506e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476814 members 
Mstep: Class 5 contains 51706 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12338 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15688 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97065 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178611 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850688.000000 Penalty: 258397.593750
Iteration 174Q: 31 clusters Score -2.268507e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476815 members 
Mstep: Class 5 contains 51703 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12341 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15688 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97060 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 178614 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850656.000000 Penalty: 258397.593750
Iteration 175Q: 31 clusters Score -2.268507e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476815 members 
Mstep: Class 5 contains 51701 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12344 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15689 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97055 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34715 members 
Mstep: Class 20 contains 178616 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850704.000000 Penalty: 258397.593750
Iteration 176Q: 31 clusters Score -2.268507e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476814 members 
Mstep: Class 5 contains 51694 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12351 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15691 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97051 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34717 members 
Mstep: Class 20 contains 178618 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850640.000000 Penalty: 258397.593750
Iteration 177Q: 31 clusters Score -2.268506e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476816 members 
Mstep: Class 5 contains 51692 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12358 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15693 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97042 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34717 members 
Mstep: Class 20 contains 178619 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850624.000000 Penalty: 258397.593750
Iteration 178Q: 31 clusters Score -2.268506e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476814 members 
Mstep: Class 5 contains 51686 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12368 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15695 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97036 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34719 members 
Mstep: Class 20 contains 178621 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850592.000000 Penalty: 258397.593750
Iteration 179Q: 31 clusters Score -2.268506e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476813 members 
Mstep: Class 5 contains 51679 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12375 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15696 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97033 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34720 members 
Mstep: Class 20 contains 178623 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 856 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850704.000000 Penalty: 258397.593750
Iteration 180F: 31 clusters Score -2.268507e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476814 members 
Mstep: Class 5 contains 51679 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12379 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15697 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97024 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34721 members 
Mstep: Class 20 contains 178626 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850864.000000 Penalty: 258397.593750
Iteration 181Q: 31 clusters Score -2.268509e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476810 members 
Mstep: Class 5 contains 51680 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97019 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34724 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850944.000000 Penalty: 258397.593750
Iteration 182Q: 31 clusters Score -2.268509e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476805 members 
Mstep: Class 5 contains 51684 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97018 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34725 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16130 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850848.000000 Penalty: 258397.593750
Iteration 183Q: 31 clusters Score -2.268508e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476800 members 
Mstep: Class 5 contains 51688 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97018 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34724 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850832.000000 Penalty: 258397.593750
Iteration 184Q: 31 clusters Score -2.268508e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476800 members 
Mstep: Class 5 contains 51688 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97019 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34723 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850800.000000 Penalty: 258397.593750
Iteration 185Q: 31 clusters Score -2.268508e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476798 members 
Mstep: Class 5 contains 51689 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38110 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34723 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850816.000000 Penalty: 258397.593750
Iteration 186Q: 31 clusters Score -2.268508e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476796 members 
Mstep: Class 5 contains 51688 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34725 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850848.000000 Penalty: 258397.593750
Iteration 187Q: 31 clusters Score -2.268508e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850880.000000 Penalty: 258397.593750
Iteration 188Q: 31 clusters Score -2.268509e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850848.000000 Penalty: 258397.593750
Iteration 189Q: 31 clusters Score -2.268508e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476794 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850816.000000 Penalty: 258397.593750
Iteration 190Q: 31 clusters Score -2.268508e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850832.000000 Penalty: 258397.593750
Iteration 191Q: 31 clusters Score -2.268508e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850832.000000 Penalty: 258397.593750
Iteration 192F: 31 clusters Score -2.268508e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850768.000000 Penalty: 258397.593750
Iteration 193Q: 31 clusters Score -2.268508e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850768.000000 Penalty: 258397.593750
Iteration 194F: 31 clusters Score -2.268508e+08 nChanged 0
Entering ConstructFrom: 
Score: -226850768.000000 Penalty: 258397.593750
Entering ConstructFrom: 
Trying to split cluster 1 (26691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Entering Unmasked Estep 
Score: -4557296.500000 Penalty: 6242.649902
	Iteration 0F: 2 clusters Score -4557296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4536448.500000 Penalty: 12485.299805
	Iteration 0F: 3 clusters Score -4536448 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4542449.000000 Penalty: 12485.299805
	Iteration 1F: 3 clusters Score -4542449 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4543231.000000 Penalty: 12485.299805
	Iteration 2F: 3 clusters Score -4543231 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4543819.000000 Penalty: 12485.299805
	Iteration 3Q: 3 clusters Score -4543819 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4544337.500000 Penalty: 12485.299805
	Iteration 4Q: 3 clusters Score -4544338 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4544718.500000 Penalty: 12485.299805
	Iteration 5Q: 3 clusters Score -4544718 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4545031.500000 Penalty: 12485.299805
	Iteration 6Q: 3 clusters Score -4545032 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4545326.500000 Penalty: 12485.299805
	Iteration 7Q: 3 clusters Score -4545326 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4545607.500000 Penalty: 12485.299805
	Iteration 8Q: 3 clusters Score -4545608 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -4545930.000000 Penalty: 12485.299805
	Iteration 9Q: 3 clusters Score -4545930 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4546272.000000 Penalty: 12485.299805
	Iteration 10Q: 3 clusters Score -4546272 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4546657.000000 Penalty: 12485.299805
	Iteration 11Q: 3 clusters Score -4546657 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -4547055.000000 Penalty: 12485.299805
	Iteration 12Q: 3 clusters Score -4547055 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4547450.000000 Penalty: 12485.299805
	Iteration 13Q: 3 clusters Score -4547450 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -4547863.000000 Penalty: 12485.299805
	Iteration 14Q: 3 clusters Score -4547863 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4548287.000000 Penalty: 12485.299805
	Iteration 15Q: 3 clusters Score -4548287 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4548715.000000 Penalty: 12485.299805
	Iteration 16Q: 3 clusters Score -4548715 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4549167.500000 Penalty: 12485.299805
	Iteration 17Q: 3 clusters Score -4549168 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4549670.500000 Penalty: 12485.299805
	Iteration 18Q: 3 clusters Score -4549670 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4550155.000000 Penalty: 12485.299805
	Iteration 19Q: 3 clusters Score -4550155 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4550570.500000 Penalty: 12485.299805
	Iteration 20F: 3 clusters Score -4550570 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4550909.000000 Penalty: 12485.299805
	Iteration 21Q: 3 clusters Score -4550909 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4551215.000000 Penalty: 12485.299805
	Iteration 22Q: 3 clusters Score -4551215 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4551454.500000 Penalty: 12485.299805
	Iteration 23Q: 3 clusters Score -4551454 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4551615.000000 Penalty: 12485.299805
	Iteration 24Q: 3 clusters Score -4551615 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4551734.000000 Penalty: 12485.299805
	Iteration 25Q: 3 clusters Score -4551734 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4551840.000000 Penalty: 12485.299805
	Iteration 26Q: 3 clusters Score -4551840 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4551905.000000 Penalty: 12485.299805
	Iteration 27Q: 3 clusters Score -4551905 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4551976.500000 Penalty: 12485.299805
	Iteration 28Q: 3 clusters Score -4551976 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4552014.500000 Penalty: 12485.299805
	Iteration 29Q: 3 clusters Score -4552014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4552066.000000 Penalty: 12485.299805
	Iteration 30Q: 3 clusters Score -4552066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4552098.500000 Penalty: 12485.299805
	Iteration 31Q: 3 clusters Score -4552098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4552131.000000 Penalty: 12485.299805
	Iteration 32Q: 3 clusters Score -4552131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4552150.000000 Penalty: 12485.299805
	Iteration 33Q: 3 clusters Score -4552150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4552174.000000 Penalty: 12485.299805
	Iteration 34Q: 3 clusters Score -4552174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4552196.000000 Penalty: 12485.299805
	Iteration 35Q: 3 clusters Score -4552196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4552222.500000 Penalty: 12485.299805
	Iteration 36Q: 3 clusters Score -4552222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4552250.500000 Penalty: 12485.299805
	Iteration 37Q: 3 clusters Score -4552250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4552259.000000 Penalty: 12485.299805
	Iteration 38Q: 3 clusters Score -4552259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4552273.500000 Penalty: 12485.299805
	Iteration 39Q: 3 clusters Score -4552274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4552273.000000 Penalty: 12485.299805
	Iteration 40F: 3 clusters Score -4552273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4552270.000000 Penalty: 12485.299805
	Iteration 41Q: 3 clusters Score -4552270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4552269.000000 Penalty: 12485.299805
	Iteration 42Q: 3 clusters Score -4552269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4552277.000000 Penalty: 12485.299805
	Iteration 43Q: 3 clusters Score -4552277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4552285.000000 Penalty: 12485.299805
	Iteration 44Q: 3 clusters Score -4552285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4552284.500000 Penalty: 12485.299805
	Iteration 45Q: 3 clusters Score -4552284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4552311.500000 Penalty: 12485.299805
	Iteration 46Q: 3 clusters Score -4552312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4552315.000000 Penalty: 12485.299805
	Iteration 47Q: 3 clusters Score -4552315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4552316.000000 Penalty: 12485.299805
	Iteration 48Q: 3 clusters Score -4552316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4552316.500000 Penalty: 12485.299805
	Iteration 49Q: 3 clusters Score -4552316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4552322.500000 Penalty: 12485.299805
	Iteration 50Q: 3 clusters Score -4552322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4552326.500000 Penalty: 12485.299805
	Iteration 51Q: 3 clusters Score -4552326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4552337.500000 Penalty: 12485.299805
	Iteration 52Q: 3 clusters Score -4552338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4552346.000000 Penalty: 12485.299805
	Iteration 53Q: 3 clusters Score -4552346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4552347.500000 Penalty: 12485.299805
	Iteration 54Q: 3 clusters Score -4552348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4552348.500000 Penalty: 12485.299805
	Iteration 55Q: 3 clusters Score -4552348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4552366.500000 Penalty: 12485.299805
	Iteration 56Q: 3 clusters Score -4552366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4552383.000000 Penalty: 12485.299805
	Iteration 57Q: 3 clusters Score -4552383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4552378.000000 Penalty: 12485.299805
	Iteration 58Q: 3 clusters Score -4552378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4552374.500000 Penalty: 12485.299805
	Iteration 59Q: 3 clusters Score -4552374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4552374.000000 Penalty: 12485.299805
	Iteration 60F: 3 clusters Score -4552374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4552379.500000 Penalty: 12485.299805
	Iteration 61Q: 3 clusters Score -4552380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4552375.500000 Penalty: 12485.299805
	Iteration 62Q: 3 clusters Score -4552376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4552390.500000 Penalty: 12485.299805
	Iteration 63Q: 3 clusters Score -4552390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4552388.000000 Penalty: 12485.299805
	Iteration 64Q: 3 clusters Score -4552388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4552387.500000 Penalty: 12485.299805
	Iteration 65Q: 3 clusters Score -4552388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4552399.500000 Penalty: 12485.299805
	Iteration 66Q: 3 clusters Score -4552400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4552394.000000 Penalty: 12485.299805
	Iteration 67Q: 3 clusters Score -4552394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4552397.500000 Penalty: 12485.299805
	Iteration 68Q: 3 clusters Score -4552398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4552393.000000 Penalty: 12485.299805
	Iteration 69Q: 3 clusters Score -4552393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4552394.000000 Penalty: 12485.299805
	Iteration 70Q: 3 clusters Score -4552394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4552396.000000 Penalty: 12485.299805
	Iteration 71Q: 3 clusters Score -4552396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4552392.500000 Penalty: 12485.299805
	Iteration 72Q: 3 clusters Score -4552392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -4552393.500000 Penalty: 12485.299805
	Iteration 73Q: 3 clusters Score -4552394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4552396.000000 Penalty: 12485.299805
	Iteration 74Q: 3 clusters Score -4552396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4552396.000000 Penalty: 12485.299805
	Iteration 75Q: 3 clusters Score -4552396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4552396.000000 Penalty: 12485.299805
	Iteration 76F: 3 clusters Score -4552396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Entering Unmasked Estep 
Score: -3265915.750000 Penalty: 6031.949219
	Iteration 0F: 2 clusters Score -3265916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3250092.000000 Penalty: 12063.898438
	Iteration 0F: 3 clusters Score -3250092 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3254775.500000 Penalty: 12063.898438
	Iteration 1F: 3 clusters Score -3254776 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3256322.500000 Penalty: 12063.898438
	Iteration 2F: 3 clusters Score -3256322 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3257893.500000 Penalty: 12063.898438
	Iteration 3F: 3 clusters Score -3257894 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3259732.750000 Penalty: 12063.898438
	Iteration 4F: 3 clusters Score -3259733 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3261527.000000 Penalty: 12063.898438
	Iteration 5F: 3 clusters Score -3261527 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3262856.250000 Penalty: 12063.898438
	Iteration 6F: 3 clusters Score -3262856 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3263794.000000 Penalty: 12063.898438
	Iteration 7F: 3 clusters Score -3263794 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3264688.250000 Penalty: 12063.898438
	Iteration 8Q: 3 clusters Score -3264688 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3265580.500000 Penalty: 12063.898438
	Iteration 9Q: 3 clusters Score -3265580 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3266390.000000 Penalty: 12063.898438
	Iteration 10Q: 3 clusters Score -3266390 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3266804.750000 Penalty: 12063.898438
	Iteration 11Q: 3 clusters Score -3266805 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3267022.500000 Penalty: 12063.898438
	Iteration 12Q: 3 clusters Score -3267022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3267106.500000 Penalty: 12063.898438
	Iteration 13Q: 3 clusters Score -3267106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3267142.500000 Penalty: 12063.898438
	Iteration 14Q: 3 clusters Score -3267142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3267154.250000 Penalty: 12063.898438
	Iteration 15Q: 3 clusters Score -3267154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3267182.000000 Penalty: 12063.898438
	Iteration 16Q: 3 clusters Score -3267182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3267177.500000 Penalty: 12063.898438
	Iteration 17Q: 3 clusters Score -3267178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3267192.000000 Penalty: 12063.898438
	Iteration 18Q: 3 clusters Score -3267192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3267191.000000 Penalty: 12063.898438
	Iteration 19Q: 3 clusters Score -3267191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3267203.250000 Penalty: 12063.898438
	Iteration 20F: 3 clusters Score -3267203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3267212.750000 Penalty: 12063.898438
	Iteration 21Q: 3 clusters Score -3267213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3267215.500000 Penalty: 12063.898438
	Iteration 22Q: 3 clusters Score -3267216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3267221.750000 Penalty: 12063.898438
	Iteration 23Q: 3 clusters Score -3267222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3267235.500000 Penalty: 12063.898438
	Iteration 24Q: 3 clusters Score -3267236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3267239.750000 Penalty: 12063.898438
	Iteration 25Q: 3 clusters Score -3267240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3267247.250000 Penalty: 12063.898438
	Iteration 26Q: 3 clusters Score -3267247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3267250.250000 Penalty: 12063.898438
	Iteration 27Q: 3 clusters Score -3267250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3267249.750000 Penalty: 12063.898438
	Iteration 28Q: 3 clusters Score -3267250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3267256.000000 Penalty: 12063.898438
	Iteration 29Q: 3 clusters Score -3267256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3267258.250000 Penalty: 12063.898438
	Iteration 30Q: 3 clusters Score -3267258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3267249.750000 Penalty: 12063.898438
	Iteration 31Q: 3 clusters Score -3267250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3267248.500000 Penalty: 12063.898438
	Iteration 32Q: 3 clusters Score -3267248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3267249.750000 Penalty: 12063.898438
	Iteration 33Q: 3 clusters Score -3267250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3267254.250000 Penalty: 12063.898438
	Iteration 34Q: 3 clusters Score -3267254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3267263.000000 Penalty: 12063.898438
	Iteration 35Q: 3 clusters Score -3267263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3267271.250000 Penalty: 12063.898438
	Iteration 36Q: 3 clusters Score -3267271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3267278.000000 Penalty: 12063.898438
	Iteration 37Q: 3 clusters Score -3267278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3267282.500000 Penalty: 12063.898438
	Iteration 38Q: 3 clusters Score -3267282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3267286.750000 Penalty: 12063.898438
	Iteration 39Q: 3 clusters Score -3267287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3267289.250000 Penalty: 12063.898438
	Iteration 40F: 3 clusters Score -3267289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3267287.500000 Penalty: 12063.898438
	Iteration 41Q: 3 clusters Score -3267288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3267284.000000 Penalty: 12063.898438
	Iteration 42Q: 3 clusters Score -3267284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3267282.250000 Penalty: 12063.898438
	Iteration 43Q: 3 clusters Score -3267282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3267287.750000 Penalty: 12063.898438
	Iteration 44Q: 3 clusters Score -3267288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3267288.500000 Penalty: 12063.898438
	Iteration 45Q: 3 clusters Score -3267288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3267288.250000 Penalty: 12063.898438
	Iteration 46Q: 3 clusters Score -3267288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3267288.250000 Penalty: 12063.898438
	Iteration 47F: 3 clusters Score -3267288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Mstep: Class 31 contains 5043 members 
Entering Unmasked Estep 
Score: -226848816.000000 Penalty: 267010.843750
Splitting cluster 2 changes total score from -226850768.000000 to -226848816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (35113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Entering Unmasked Estep 
Score: -6331898.500000 Penalty: 6410.625000
	Iteration 0F: 2 clusters Score -6331898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6305789.000000 Penalty: 12821.250000
	Iteration 0F: 3 clusters Score -6305789 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -6313527.500000 Penalty: 12821.250000
	Iteration 1F: 3 clusters Score -6313528 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6314291.000000 Penalty: 12821.250000
	Iteration 2F: 3 clusters Score -6314291 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6314959.000000 Penalty: 12821.250000
	Iteration 3Q: 3 clusters Score -6314959 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6315534.000000 Penalty: 12821.250000
	Iteration 4Q: 3 clusters Score -6315534 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -6316030.000000 Penalty: 12821.250000
	Iteration 5Q: 3 clusters Score -6316030 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -6316593.500000 Penalty: 12821.250000
	Iteration 6Q: 3 clusters Score -6316594 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -6317339.000000 Penalty: 12821.250000
	Iteration 7Q: 3 clusters Score -6317339 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -6318121.500000 Penalty: 12821.250000
	Iteration 8Q: 3 clusters Score -6318122 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -6319045.000000 Penalty: 12821.250000
	Iteration 9Q: 3 clusters Score -6319045 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -6319969.000000 Penalty: 12821.250000
	Iteration 10Q: 3 clusters Score -6319969 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6320782.500000 Penalty: 12821.250000
	Iteration 11Q: 3 clusters Score -6320782 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -6321453.500000 Penalty: 12821.250000
	Iteration 12Q: 3 clusters Score -6321454 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6321975.000000 Penalty: 12821.250000
	Iteration 13Q: 3 clusters Score -6321975 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -6322364.000000 Penalty: 12821.250000
	Iteration 14Q: 3 clusters Score -6322364 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6322668.500000 Penalty: 12821.250000
	Iteration 15Q: 3 clusters Score -6322668 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6322961.000000 Penalty: 12821.250000
	Iteration 16Q: 3 clusters Score -6322961 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -6323155.000000 Penalty: 12821.250000
	Iteration 17Q: 3 clusters Score -6323155 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -6323346.500000 Penalty: 12821.250000
	Iteration 18Q: 3 clusters Score -6323346 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6323547.500000 Penalty: 12821.250000
	Iteration 19Q: 3 clusters Score -6323548 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -6323700.500000 Penalty: 12821.250000
	Iteration 20F: 3 clusters Score -6323700 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -6323823.000000 Penalty: 12821.250000
	Iteration 21Q: 3 clusters Score -6323823 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -6323929.500000 Penalty: 12821.250000
	Iteration 22Q: 3 clusters Score -6323930 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -6324025.000000 Penalty: 12821.250000
	Iteration 23Q: 3 clusters Score -6324025 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -6324148.000000 Penalty: 12821.250000
	Iteration 24Q: 3 clusters Score -6324148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -6324193.500000 Penalty: 12821.250000
	Iteration 25Q: 3 clusters Score -6324194 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -6324303.000000 Penalty: 12821.250000
	Iteration 26Q: 3 clusters Score -6324303 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6324399.000000 Penalty: 12821.250000
	Iteration 27Q: 3 clusters Score -6324399 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -6324471.000000 Penalty: 12821.250000
	Iteration 28Q: 3 clusters Score -6324471 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -6324578.500000 Penalty: 12821.250000
	Iteration 29Q: 3 clusters Score -6324578 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -6324678.000000 Penalty: 12821.250000
	Iteration 30Q: 3 clusters Score -6324678 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6324808.000000 Penalty: 12821.250000
	Iteration 31Q: 3 clusters Score -6324808 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -6324906.000000 Penalty: 12821.250000
	Iteration 32Q: 3 clusters Score -6324906 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -6324985.000000 Penalty: 12821.250000
	Iteration 33Q: 3 clusters Score -6324985 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6325091.500000 Penalty: 12821.250000
	Iteration 34Q: 3 clusters Score -6325092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -6325202.000000 Penalty: 12821.250000
	Iteration 35Q: 3 clusters Score -6325202 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -6325268.500000 Penalty: 12821.250000
	Iteration 36Q: 3 clusters Score -6325268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6325347.000000 Penalty: 12821.250000
	Iteration 37Q: 3 clusters Score -6325347 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -6325414.000000 Penalty: 12821.250000
	Iteration 38Q: 3 clusters Score -6325414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -6325481.500000 Penalty: 12821.250000
	Iteration 39Q: 3 clusters Score -6325482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -6325532.000000 Penalty: 12821.250000
	Iteration 40F: 3 clusters Score -6325532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -6325577.000000 Penalty: 12821.250000
	Iteration 41Q: 3 clusters Score -6325577 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -6325618.500000 Penalty: 12821.250000
	Iteration 42Q: 3 clusters Score -6325618 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -6325686.500000 Penalty: 12821.250000
	Iteration 43Q: 3 clusters Score -6325686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -6325719.000000 Penalty: 12821.250000
	Iteration 44Q: 3 clusters Score -6325719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -6325754.000000 Penalty: 12821.250000
	Iteration 45Q: 3 clusters Score -6325754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -6325791.500000 Penalty: 12821.250000
	Iteration 46Q: 3 clusters Score -6325792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -6325851.500000 Penalty: 12821.250000
	Iteration 47Q: 3 clusters Score -6325852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -6325875.500000 Penalty: 12821.250000
	Iteration 48Q: 3 clusters Score -6325876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -6325912.000000 Penalty: 12821.250000
	Iteration 49Q: 3 clusters Score -6325912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -6325952.000000 Penalty: 12821.250000
	Iteration 50Q: 3 clusters Score -6325952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -6325976.500000 Penalty: 12821.250000
	Iteration 51Q: 3 clusters Score -6325976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -6326000.500000 Penalty: 12821.250000
	Iteration 52Q: 3 clusters Score -6326000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6326027.500000 Penalty: 12821.250000
	Iteration 53Q: 3 clusters Score -6326028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -6326063.000000 Penalty: 12821.250000
	Iteration 54Q: 3 clusters Score -6326063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6326073.000000 Penalty: 12821.250000
	Iteration 55Q: 3 clusters Score -6326073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -6326113.500000 Penalty: 12821.250000
	Iteration 56Q: 3 clusters Score -6326114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6326122.500000 Penalty: 12821.250000
	Iteration 57Q: 3 clusters Score -6326122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6326162.500000 Penalty: 12821.250000
	Iteration 58Q: 3 clusters Score -6326162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6326177.000000 Penalty: 12821.250000
	Iteration 59Q: 3 clusters Score -6326177 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -6326207.500000 Penalty: 12821.250000
	Iteration 60F: 3 clusters Score -6326208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6326229.000000 Penalty: 12821.250000
	Iteration 61Q: 3 clusters Score -6326229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -6326247.000000 Penalty: 12821.250000
	Iteration 62Q: 3 clusters Score -6326247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -6326248.500000 Penalty: 12821.250000
	Iteration 63Q: 3 clusters Score -6326248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -6326266.500000 Penalty: 12821.250000
	Iteration 64Q: 3 clusters Score -6326266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -6326279.500000 Penalty: 12821.250000
	Iteration 65Q: 3 clusters Score -6326280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6326302.500000 Penalty: 12821.250000
	Iteration 66Q: 3 clusters Score -6326302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -6326322.000000 Penalty: 12821.250000
	Iteration 67Q: 3 clusters Score -6326322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -6326331.500000 Penalty: 12821.250000
	Iteration 68Q: 3 clusters Score -6326332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6326358.000000 Penalty: 12821.250000
	Iteration 69Q: 3 clusters Score -6326358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -6326376.000000 Penalty: 12821.250000
	Iteration 70Q: 3 clusters Score -6326376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6326393.000000 Penalty: 12821.250000
	Iteration 71Q: 3 clusters Score -6326393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -6326407.000000 Penalty: 12821.250000
	Iteration 72Q: 3 clusters Score -6326407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -6326408.000000 Penalty: 12821.250000
	Iteration 73Q: 3 clusters Score -6326408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -6326412.500000 Penalty: 12821.250000
	Iteration 74Q: 3 clusters Score -6326412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -6326427.000000 Penalty: 12821.250000
	Iteration 75Q: 3 clusters Score -6326427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -6326436.500000 Penalty: 12821.250000
	Iteration 76Q: 3 clusters Score -6326436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -6326450.000000 Penalty: 12821.250000
	Iteration 77Q: 3 clusters Score -6326450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -6326443.500000 Penalty: 12821.250000
	Iteration 78Q: 3 clusters Score -6326444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -6326454.500000 Penalty: 12821.250000
	Iteration 79Q: 3 clusters Score -6326454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -6326452.500000 Penalty: 12821.250000
	Iteration 80F: 3 clusters Score -6326452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6326452.000000 Penalty: 12821.250000
	Iteration 81Q: 3 clusters Score -6326452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6326451.000000 Penalty: 12821.250000
	Iteration 82Q: 3 clusters Score -6326451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6326453.500000 Penalty: 12821.250000
	Iteration 83Q: 3 clusters Score -6326454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6326455.500000 Penalty: 12821.250000
	Iteration 84Q: 3 clusters Score -6326456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -6326476.000000 Penalty: 12821.250000
	Iteration 85Q: 3 clusters Score -6326476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -6326472.500000 Penalty: 12821.250000
	Iteration 86Q: 3 clusters Score -6326472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6326476.000000 Penalty: 12821.250000
	Iteration 87Q: 3 clusters Score -6326476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6326477.000000 Penalty: 12821.250000
	Iteration 88Q: 3 clusters Score -6326477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6326477.000000 Penalty: 12821.250000
	Iteration 89Q: 3 clusters Score -6326477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6326477.500000 Penalty: 12821.250000
	Iteration 90Q: 3 clusters Score -6326478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6326479.000000 Penalty: 12821.250000
	Iteration 91Q: 3 clusters Score -6326479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -6326473.000000 Penalty: 12821.250000
	Iteration 92Q: 3 clusters Score -6326473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -6326465.000000 Penalty: 12821.250000
	Iteration 93Q: 3 clusters Score -6326465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -6326482.500000 Penalty: 12821.250000
	Iteration 94Q: 3 clusters Score -6326482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6326481.500000 Penalty: 12821.250000
	Iteration 95Q: 3 clusters Score -6326482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6326484.000000 Penalty: 12821.250000
	Iteration 96Q: 3 clusters Score -6326484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -6326490.000000 Penalty: 12821.250000
	Iteration 97Q: 3 clusters Score -6326490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6326496.000000 Penalty: 12821.250000
	Iteration 98Q: 3 clusters Score -6326496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -6326496.500000 Penalty: 12821.250000
	Iteration 99Q: 3 clusters Score -6326496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6326487.500000 Penalty: 12821.250000
	Iteration 100F: 3 clusters Score -6326488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6326489.000000 Penalty: 12821.250000
	Iteration 101Q: 3 clusters Score -6326489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6326484.000000 Penalty: 12821.250000
	Iteration 102Q: 3 clusters Score -6326484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -6326491.000000 Penalty: 12821.250000
	Iteration 103Q: 3 clusters Score -6326491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -6326491.500000 Penalty: 12821.250000
	Iteration 104Q: 3 clusters Score -6326492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -6326495.500000 Penalty: 12821.250000
	Iteration 105Q: 3 clusters Score -6326496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -6326501.500000 Penalty: 12821.250000
	Iteration 106Q: 3 clusters Score -6326502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -6326495.500000 Penalty: 12821.250000
	Iteration 107Q: 3 clusters Score -6326496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -6326495.500000 Penalty: 12821.250000
	Iteration 108F: 3 clusters Score -6326496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476793 members 
Entering Unmasked Estep 
Score: -86110680.000000 Penalty: 8008.337891
	Iteration 0F: 2 clusters Score -8.611068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238480 members 
Mstep: Class 2 contains 238313 members 
Entering Unmasked Estep 
Score: -85809928.000000 Penalty: 16016.675781
	Iteration 0F: 3 clusters Score -8.580993e+07 nChanged 229135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242851 members 
Mstep: Class 2 contains 233942 members 
Entering Unmasked Estep 
Score: -85944752.000000 Penalty: 16016.675781
	Iteration 1F: 3 clusters Score -8.594475e+07 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245538 members 
Mstep: Class 2 contains 231255 members 
Entering Unmasked Estep 
Score: -85946896.000000 Penalty: 16016.675781
	Iteration 2Q: 3 clusters Score -8.59469e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250018 members 
Mstep: Class 2 contains 226775 members 
Entering Unmasked Estep 
Score: -85948608.000000 Penalty: 16016.675781
	Iteration 3Q: 3 clusters Score -8.594861e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257022 members 
Mstep: Class 2 contains 219771 members 
Entering Unmasked Estep 
Score: -85951856.000000 Penalty: 16016.675781
	Iteration 4Q: 3 clusters Score -8.595186e+07 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267824 members 
Mstep: Class 2 contains 208969 members 
Entering Unmasked Estep 
Score: -85956456.000000 Penalty: 16016.675781
	Iteration 5Q: 3 clusters Score -8.595646e+07 nChanged 20386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283924 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -85964816.000000 Penalty: 16016.675781
	Iteration 6Q: 3 clusters Score -8.596482e+07 nChanged 26483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307163 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -85979104.000000 Penalty: 16016.675781
	Iteration 7F: 3 clusters Score -8.59791e+07 nChanged 33259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338010 members 
Mstep: Class 2 contains 138783 members 
Entering Unmasked Estep 
Score: -86002128.000000 Penalty: 16016.675781
	Iteration 8F: 3 clusters Score -8.600213e+07 nChanged 38223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374801 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -86032488.000000 Penalty: 16016.675781
	Iteration 9F: 3 clusters Score -8.603249e+07 nChanged 37515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411462 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -86066368.000000 Penalty: 16016.675781
	Iteration 10F: 3 clusters Score -8.606637e+07 nChanged 29405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440545 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -86091296.000000 Penalty: 16016.675781
	Iteration 11F: 3 clusters Score -8.60913e+07 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458378 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -86103048.000000 Penalty: 16016.675781
	Iteration 12Q: 3 clusters Score -8.610305e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467257 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -86105696.000000 Penalty: 16016.675781
	Iteration 13Q: 3 clusters Score -8.61057e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470867 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -86106664.000000 Penalty: 16016.675781
	Iteration 14Q: 3 clusters Score -8.610666e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472274 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -86107152.000000 Penalty: 16016.675781
	Iteration 15Q: 3 clusters Score -8.610715e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472882 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -86107376.000000 Penalty: 16016.675781
	Iteration 16Q: 3 clusters Score -8.610738e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473165 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -86107584.000000 Penalty: 16016.675781
	Iteration 17Q: 3 clusters Score -8.610758e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473311 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -86107848.000000 Penalty: 16016.675781
	Iteration 18Q: 3 clusters Score -8.610785e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473357 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -86108016.000000 Penalty: 16016.675781
	Iteration 19Q: 3 clusters Score -8.610802e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473361 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -86108088.000000 Penalty: 16016.675781
	Iteration 20F: 3 clusters Score -8.610809e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473371 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -86108256.000000 Penalty: 16016.675781
	Iteration 21Q: 3 clusters Score -8.610826e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473384 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -86108240.000000 Penalty: 16016.675781
	Iteration 22Q: 3 clusters Score -8.610824e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473391 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -86108272.000000 Penalty: 16016.675781
	Iteration 23Q: 3 clusters Score -8.610827e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473396 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -86108272.000000 Penalty: 16016.675781
	Iteration 24Q: 3 clusters Score -8.610827e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473396 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -86108400.000000 Penalty: 16016.675781
	Iteration 25Q: 3 clusters Score -8.61084e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473411 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -86108376.000000 Penalty: 16016.675781
	Iteration 26Q: 3 clusters Score -8.610838e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473429 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -86108464.000000 Penalty: 16016.675781
	Iteration 27Q: 3 clusters Score -8.610846e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473444 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -86108400.000000 Penalty: 16016.675781
	Iteration 28Q: 3 clusters Score -8.61084e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473454 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -86108440.000000 Penalty: 16016.675781
	Iteration 29Q: 3 clusters Score -8.610844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473453 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -86108496.000000 Penalty: 16016.675781
	Iteration 30Q: 3 clusters Score -8.61085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473454 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -86108464.000000 Penalty: 16016.675781
	Iteration 31Q: 3 clusters Score -8.610846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473448 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -86108464.000000 Penalty: 16016.675781
	Iteration 32Q: 3 clusters Score -8.610846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473446 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -86108448.000000 Penalty: 16016.675781
	Iteration 33Q: 3 clusters Score -8.610845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473443 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -86108560.000000 Penalty: 16016.675781
	Iteration 34Q: 3 clusters Score -8.610856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473440 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -86108512.000000 Penalty: 16016.675781
	Iteration 35Q: 3 clusters Score -8.610851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473442 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -86108488.000000 Penalty: 16016.675781
	Iteration 36Q: 3 clusters Score -8.610849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473442 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -86108480.000000 Penalty: 16016.675781
	Iteration 37Q: 3 clusters Score -8.610848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473440 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -86108488.000000 Penalty: 16016.675781
	Iteration 38Q: 3 clusters Score -8.610849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473443 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -86108440.000000 Penalty: 16016.675781
	Iteration 39Q: 3 clusters Score -8.610844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473439 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -86108488.000000 Penalty: 16016.675781
	Iteration 40F: 3 clusters Score -8.610849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473439 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -86108456.000000 Penalty: 16016.675781
	Iteration 41Q: 3 clusters Score -8.610846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473436 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -86108448.000000 Penalty: 16016.675781
	Iteration 42Q: 3 clusters Score -8.610845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473436 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -86108456.000000 Penalty: 16016.675781
	Iteration 43Q: 3 clusters Score -8.610846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473436 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -86108472.000000 Penalty: 16016.675781
	Iteration 44Q: 3 clusters Score -8.610847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473434 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -86108496.000000 Penalty: 16016.675781
	Iteration 45Q: 3 clusters Score -8.61085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473429 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -86108464.000000 Penalty: 16016.675781
	Iteration 46Q: 3 clusters Score -8.610846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473431 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -86108464.000000 Penalty: 16016.675781
	Iteration 47Q: 3 clusters Score -8.610846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473429 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -86108472.000000 Penalty: 16016.675781
	Iteration 48Q: 3 clusters Score -8.610847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473430 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -86108464.000000 Penalty: 16016.675781
	Iteration 49Q: 3 clusters Score -8.610846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473428 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -86108448.000000 Penalty: 16016.675781
	Iteration 50Q: 3 clusters Score -8.610845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473429 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -86108424.000000 Penalty: 16016.675781
	Iteration 51Q: 3 clusters Score -8.610842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473430 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -86108416.000000 Penalty: 16016.675781
	Iteration 52Q: 3 clusters Score -8.610842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473431 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -86108416.000000 Penalty: 16016.675781
	Iteration 53Q: 3 clusters Score -8.610842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473432 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -86108424.000000 Penalty: 16016.675781
	Iteration 54Q: 3 clusters Score -8.610842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473431 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -86108416.000000 Penalty: 16016.675781
	Iteration 55Q: 3 clusters Score -8.610842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473429 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -86108400.000000 Penalty: 16016.675781
	Iteration 56Q: 3 clusters Score -8.61084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473430 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -86108432.000000 Penalty: 16016.675781
	Iteration 57Q: 3 clusters Score -8.610843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473430 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -86108432.000000 Penalty: 16016.675781
	Iteration 58F: 3 clusters Score -8.610843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Entering Unmasked Estep 
Score: -9400183.000000 Penalty: 6647.486328
	Iteration 0F: 2 clusters Score -9400183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -9363385.000000 Penalty: 13294.972656
	Iteration 0F: 3 clusters Score -9363385 nChanged 22864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -9375482.000000 Penalty: 13294.972656
	Iteration 1F: 3 clusters Score -9375482 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -9376382.000000 Penalty: 13294.972656
	Iteration 2F: 3 clusters Score -9376382 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -9377081.000000 Penalty: 13294.972656
	Iteration 3Q: 3 clusters Score -9377081 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -9377574.000000 Penalty: 13294.972656
	Iteration 4Q: 3 clusters Score -9377574 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -9378012.000000 Penalty: 13294.972656
	Iteration 5Q: 3 clusters Score -9378012 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9378379.000000 Penalty: 13294.972656
	Iteration 6Q: 3 clusters Score -9378379 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -9378719.000000 Penalty: 13294.972656
	Iteration 7Q: 3 clusters Score -9378719 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -9379031.000000 Penalty: 13294.972656
	Iteration 8Q: 3 clusters Score -9379031 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -9379353.000000 Penalty: 13294.972656
	Iteration 9Q: 3 clusters Score -9379353 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -9379758.000000 Penalty: 13294.972656
	Iteration 10Q: 3 clusters Score -9379758 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -9380238.000000 Penalty: 13294.972656
	Iteration 11Q: 3 clusters Score -9380238 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -9380837.000000 Penalty: 13294.972656
	Iteration 12Q: 3 clusters Score -9380837 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -9381468.000000 Penalty: 13294.972656
	Iteration 13Q: 3 clusters Score -9381468 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -9382354.000000 Penalty: 13294.972656
	Iteration 14Q: 3 clusters Score -9382354 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -9383315.000000 Penalty: 13294.972656
	Iteration 15Q: 3 clusters Score -9383315 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -9384446.000000 Penalty: 13294.972656
	Iteration 16Q: 3 clusters Score -9384446 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -9385621.000000 Penalty: 13294.972656
	Iteration 17Q: 3 clusters Score -9385621 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -9386942.000000 Penalty: 13294.972656
	Iteration 18Q: 3 clusters Score -9386942 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -9388146.000000 Penalty: 13294.972656
	Iteration 19Q: 3 clusters Score -9388146 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -9389420.000000 Penalty: 13294.972656
	Iteration 20F: 3 clusters Score -9389420 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -9390582.000000 Penalty: 13294.972656
	Iteration 21Q: 3 clusters Score -9390582 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -9391474.000000 Penalty: 13294.972656
	Iteration 22Q: 3 clusters Score -9391474 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -9392004.000000 Penalty: 13294.972656
	Iteration 23Q: 3 clusters Score -9392004 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -9392365.000000 Penalty: 13294.972656
	Iteration 24Q: 3 clusters Score -9392365 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -9392639.000000 Penalty: 13294.972656
	Iteration 25Q: 3 clusters Score -9392639 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9392885.000000 Penalty: 13294.972656
	Iteration 26Q: 3 clusters Score -9392885 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -9393070.000000 Penalty: 13294.972656
	Iteration 27Q: 3 clusters Score -9393070 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -9393162.000000 Penalty: 13294.972656
	Iteration 28Q: 3 clusters Score -9393162 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -9393304.000000 Penalty: 13294.972656
	Iteration 29Q: 3 clusters Score -9393304 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -9393421.000000 Penalty: 13294.972656
	Iteration 30Q: 3 clusters Score -9393421 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -9393495.000000 Penalty: 13294.972656
	Iteration 31Q: 3 clusters Score -9393495 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -9393552.000000 Penalty: 13294.972656
	Iteration 32Q: 3 clusters Score -9393552 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -9393684.000000 Penalty: 13294.972656
	Iteration 33Q: 3 clusters Score -9393684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -9393770.000000 Penalty: 13294.972656
	Iteration 34Q: 3 clusters Score -9393770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -9393833.000000 Penalty: 13294.972656
	Iteration 35Q: 3 clusters Score -9393833 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -9393914.000000 Penalty: 13294.972656
	Iteration 36Q: 3 clusters Score -9393914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -9393976.000000 Penalty: 13294.972656
	Iteration 37Q: 3 clusters Score -9393976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -9393994.000000 Penalty: 13294.972656
	Iteration 38Q: 3 clusters Score -9393994 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -9394036.000000 Penalty: 13294.972656
	Iteration 39Q: 3 clusters Score -9394036 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -9394057.000000 Penalty: 13294.972656
	Iteration 40F: 3 clusters Score -9394057 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -9394097.000000 Penalty: 13294.972656
	Iteration 41Q: 3 clusters Score -9394097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -9394122.000000 Penalty: 13294.972656
	Iteration 42Q: 3 clusters Score -9394122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -9394125.000000 Penalty: 13294.972656
	Iteration 43Q: 3 clusters Score -9394125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -9394162.000000 Penalty: 13294.972656
	Iteration 44Q: 3 clusters Score -9394162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -9394181.000000 Penalty: 13294.972656
	Iteration 45Q: 3 clusters Score -9394181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -9394183.000000 Penalty: 13294.972656
	Iteration 46Q: 3 clusters Score -9394183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -9394149.000000 Penalty: 13294.972656
	Iteration 47Q: 3 clusters Score -9394149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -9394147.000000 Penalty: 13294.972656
	Iteration 48Q: 3 clusters Score -9394147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -9394178.000000 Penalty: 13294.972656
	Iteration 49Q: 3 clusters Score -9394178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -9394199.000000 Penalty: 13294.972656
	Iteration 50Q: 3 clusters Score -9394199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -9394227.000000 Penalty: 13294.972656
	Iteration 51Q: 3 clusters Score -9394227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9394250.000000 Penalty: 13294.972656
	Iteration 52Q: 3 clusters Score -9394250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -9394287.000000 Penalty: 13294.972656
	Iteration 53Q: 3 clusters Score -9394287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -9394294.000000 Penalty: 13294.972656
	Iteration 54Q: 3 clusters Score -9394294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -9394279.000000 Penalty: 13294.972656
	Iteration 55Q: 3 clusters Score -9394279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -9394287.000000 Penalty: 13294.972656
	Iteration 56Q: 3 clusters Score -9394287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -9394304.000000 Penalty: 13294.972656
	Iteration 57Q: 3 clusters Score -9394304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -9394305.000000 Penalty: 13294.972656
	Iteration 58Q: 3 clusters Score -9394305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -9394294.000000 Penalty: 13294.972656
	Iteration 59Q: 3 clusters Score -9394294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9394298.000000 Penalty: 13294.972656
	Iteration 60F: 3 clusters Score -9394298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -9394311.000000 Penalty: 13294.972656
	Iteration 61Q: 3 clusters Score -9394311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -9394298.000000 Penalty: 13294.972656
	Iteration 62Q: 3 clusters Score -9394298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -9394316.000000 Penalty: 13294.972656
	Iteration 63Q: 3 clusters Score -9394316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -9394326.000000 Penalty: 13294.972656
	Iteration 64Q: 3 clusters Score -9394326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -9394337.000000 Penalty: 13294.972656
	Iteration 65Q: 3 clusters Score -9394337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -9394342.000000 Penalty: 13294.972656
	Iteration 66Q: 3 clusters Score -9394342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -9394350.000000 Penalty: 13294.972656
	Iteration 67Q: 3 clusters Score -9394350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -9394366.000000 Penalty: 13294.972656
	Iteration 68Q: 3 clusters Score -9394366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -9394370.000000 Penalty: 13294.972656
	Iteration 69Q: 3 clusters Score -9394370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -9394377.000000 Penalty: 13294.972656
	Iteration 70Q: 3 clusters Score -9394377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -9394377.000000 Penalty: 13294.972656
	Iteration 71Q: 3 clusters Score -9394377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -9394372.000000 Penalty: 13294.972656
	Iteration 72Q: 3 clusters Score -9394372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -9394359.000000 Penalty: 13294.972656
	Iteration 73Q: 3 clusters Score -9394359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -9394354.000000 Penalty: 13294.972656
	Iteration 74Q: 3 clusters Score -9394354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -9394348.000000 Penalty: 13294.972656
	Iteration 75Q: 3 clusters Score -9394348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -9394347.000000 Penalty: 13294.972656
	Iteration 76Q: 3 clusters Score -9394347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -9394357.000000 Penalty: 13294.972656
	Iteration 77Q: 3 clusters Score -9394357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -9394383.000000 Penalty: 13294.972656
	Iteration 78Q: 3 clusters Score -9394383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -9394379.000000 Penalty: 13294.972656
	Iteration 79Q: 3 clusters Score -9394379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -9394381.000000 Penalty: 13294.972656
	Iteration 80F: 3 clusters Score -9394381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -9394371.000000 Penalty: 13294.972656
	Iteration 81Q: 3 clusters Score -9394371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -9394379.000000 Penalty: 13294.972656
	Iteration 82Q: 3 clusters Score -9394379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -9394385.000000 Penalty: 13294.972656
	Iteration 83Q: 3 clusters Score -9394385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -9394376.000000 Penalty: 13294.972656
	Iteration 84Q: 3 clusters Score -9394376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -9394369.000000 Penalty: 13294.972656
	Iteration 85Q: 3 clusters Score -9394369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -9394355.000000 Penalty: 13294.972656
	Iteration 86Q: 3 clusters Score -9394355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -9394355.000000 Penalty: 13294.972656
	Iteration 87Q: 3 clusters Score -9394355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -9394346.000000 Penalty: 13294.972656
	Iteration 88Q: 3 clusters Score -9394346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -9394345.000000 Penalty: 13294.972656
	Iteration 89Q: 3 clusters Score -9394345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -9394360.000000 Penalty: 13294.972656
	Iteration 90Q: 3 clusters Score -9394360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -9394366.000000 Penalty: 13294.972656
	Iteration 91Q: 3 clusters Score -9394366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -9394373.000000 Penalty: 13294.972656
	Iteration 92Q: 3 clusters Score -9394373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -9394363.000000 Penalty: 13294.972656
	Iteration 93Q: 3 clusters Score -9394363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -9394365.000000 Penalty: 13294.972656
	Iteration 94Q: 3 clusters Score -9394365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -9394357.000000 Penalty: 13294.972656
	Iteration 95Q: 3 clusters Score -9394357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -9394361.000000 Penalty: 13294.972656
	Iteration 96Q: 3 clusters Score -9394361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -9394357.000000 Penalty: 13294.972656
	Iteration 97Q: 3 clusters Score -9394357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -9394365.000000 Penalty: 13294.972656
	Iteration 98Q: 3 clusters Score -9394365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -9394368.000000 Penalty: 13294.972656
	Iteration 99Q: 3 clusters Score -9394368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -9394372.000000 Penalty: 13294.972656
	Iteration 100F: 3 clusters Score -9394372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -9394371.000000 Penalty: 13294.972656
	Iteration 101Q: 3 clusters Score -9394371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -9394373.000000 Penalty: 13294.972656
	Iteration 102Q: 3 clusters Score -9394373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -9394377.000000 Penalty: 13294.972656
	Iteration 103Q: 3 clusters Score -9394377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -9394367.000000 Penalty: 13294.972656
	Iteration 104Q: 3 clusters Score -9394367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -9394368.000000 Penalty: 13294.972656
	Iteration 105Q: 3 clusters Score -9394368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -9394371.000000 Penalty: 13294.972656
	Iteration 106Q: 3 clusters Score -9394371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -9394376.000000 Penalty: 13294.972656
	Iteration 107Q: 3 clusters Score -9394376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -9394390.000000 Penalty: 13294.972656
	Iteration 108Q: 3 clusters Score -9394390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -9394379.000000 Penalty: 13294.972656
	Iteration 109Q: 3 clusters Score -9394379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -9394370.000000 Penalty: 13294.972656
	Iteration 110Q: 3 clusters Score -9394370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -9394376.000000 Penalty: 13294.972656
	Iteration 111Q: 3 clusters Score -9394376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -9394376.000000 Penalty: 13294.972656
	Iteration 112Q: 3 clusters Score -9394376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -9394381.000000 Penalty: 13294.972656
	Iteration 113Q: 3 clusters Score -9394381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -9394386.000000 Penalty: 13294.972656
	Iteration 114Q: 3 clusters Score -9394386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -9394366.000000 Penalty: 13294.972656
	Iteration 115Q: 3 clusters Score -9394366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -9394382.000000 Penalty: 13294.972656
	Iteration 116Q: 3 clusters Score -9394382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -9394382.000000 Penalty: 13294.972656
	Iteration 117Q: 3 clusters Score -9394382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -9394369.000000 Penalty: 13294.972656
	Iteration 118Q: 3 clusters Score -9394369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -9394369.000000 Penalty: 13294.972656
	Iteration 119Q: 3 clusters Score -9394369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -9394359.000000 Penalty: 13294.972656
	Iteration 120F: 3 clusters Score -9394359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -9394362.000000 Penalty: 13294.972656
	Iteration 121Q: 3 clusters Score -9394362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9394362.000000 Penalty: 13294.972656
	Iteration 122Q: 3 clusters Score -9394362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9394365.000000 Penalty: 13294.972656
	Iteration 123Q: 3 clusters Score -9394365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9394366.000000 Penalty: 13294.972656
	Iteration 124Q: 3 clusters Score -9394366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9394366.000000 Penalty: 13294.972656
	Iteration 125F: 3 clusters Score -9394366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Entering Unmasked Estep 
Score: -2957214.250000 Penalty: 5980.729004
	Iteration 0F: 2 clusters Score -2957214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2942313.250000 Penalty: 11961.458008
	Iteration 0F: 3 clusters Score -2942313 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2946010.750000 Penalty: 11961.458008
	Iteration 1F: 3 clusters Score -2946011 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2946720.750000 Penalty: 11961.458008
	Iteration 2F: 3 clusters Score -2946721 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2947202.750000 Penalty: 11961.458008
	Iteration 3F: 3 clusters Score -2947203 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2947580.500000 Penalty: 11961.458008
	Iteration 4Q: 3 clusters Score -2947580 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2947861.750000 Penalty: 11961.458008
	Iteration 5Q: 3 clusters Score -2947862 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2948147.750000 Penalty: 11961.458008
	Iteration 6Q: 3 clusters Score -2948148 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2948395.750000 Penalty: 11961.458008
	Iteration 7Q: 3 clusters Score -2948396 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2948638.750000 Penalty: 11961.458008
	Iteration 8Q: 3 clusters Score -2948639 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2948906.250000 Penalty: 11961.458008
	Iteration 9Q: 3 clusters Score -2948906 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2949150.250000 Penalty: 11961.458008
	Iteration 10Q: 3 clusters Score -2949150 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2949395.000000 Penalty: 11961.458008
	Iteration 11Q: 3 clusters Score -2949395 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2949624.500000 Penalty: 11961.458008
	Iteration 12Q: 3 clusters Score -2949624 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2949864.250000 Penalty: 11961.458008
	Iteration 13Q: 3 clusters Score -2949864 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2950085.000000 Penalty: 11961.458008
	Iteration 14Q: 3 clusters Score -2950085 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2950270.750000 Penalty: 11961.458008
	Iteration 15Q: 3 clusters Score -2950271 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2950429.750000 Penalty: 11961.458008
	Iteration 16Q: 3 clusters Score -2950430 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2950547.500000 Penalty: 11961.458008
	Iteration 17Q: 3 clusters Score -2950548 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2950659.250000 Penalty: 11961.458008
	Iteration 18Q: 3 clusters Score -2950659 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2950727.250000 Penalty: 11961.458008
	Iteration 19Q: 3 clusters Score -2950727 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2950841.250000 Penalty: 11961.458008
	Iteration 20F: 3 clusters Score -2950841 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2950931.750000 Penalty: 11961.458008
	Iteration 21Q: 3 clusters Score -2950932 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2951001.000000 Penalty: 11961.458008
	Iteration 22Q: 3 clusters Score -2951001 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2951108.750000 Penalty: 11961.458008
	Iteration 23Q: 3 clusters Score -2951109 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2951200.500000 Penalty: 11961.458008
	Iteration 24Q: 3 clusters Score -2951200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2951281.000000 Penalty: 11961.458008
	Iteration 25Q: 3 clusters Score -2951281 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2951355.250000 Penalty: 11961.458008
	Iteration 26Q: 3 clusters Score -2951355 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2951417.750000 Penalty: 11961.458008
	Iteration 27Q: 3 clusters Score -2951418 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2951484.000000 Penalty: 11961.458008
	Iteration 28Q: 3 clusters Score -2951484 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2951525.500000 Penalty: 11961.458008
	Iteration 29Q: 3 clusters Score -2951526 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2951569.000000 Penalty: 11961.458008
	Iteration 30Q: 3 clusters Score -2951569 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2951600.500000 Penalty: 11961.458008
	Iteration 31Q: 3 clusters Score -2951600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2951637.500000 Penalty: 11961.458008
	Iteration 32Q: 3 clusters Score -2951638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2951670.750000 Penalty: 11961.458008
	Iteration 33Q: 3 clusters Score -2951671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2951707.000000 Penalty: 11961.458008
	Iteration 34Q: 3 clusters Score -2951707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2951746.500000 Penalty: 11961.458008
	Iteration 35Q: 3 clusters Score -2951746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2951782.250000 Penalty: 11961.458008
	Iteration 36Q: 3 clusters Score -2951782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2951810.750000 Penalty: 11961.458008
	Iteration 37Q: 3 clusters Score -2951811 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2951847.750000 Penalty: 11961.458008
	Iteration 38Q: 3 clusters Score -2951848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2951889.250000 Penalty: 11961.458008
	Iteration 39Q: 3 clusters Score -2951889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2951914.000000 Penalty: 11961.458008
	Iteration 40F: 3 clusters Score -2951914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2951944.250000 Penalty: 11961.458008
	Iteration 41Q: 3 clusters Score -2951944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2951978.000000 Penalty: 11961.458008
	Iteration 42Q: 3 clusters Score -2951978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2952001.250000 Penalty: 11961.458008
	Iteration 43Q: 3 clusters Score -2952001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2952024.000000 Penalty: 11961.458008
	Iteration 44Q: 3 clusters Score -2952024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2952044.500000 Penalty: 11961.458008
	Iteration 45Q: 3 clusters Score -2952044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2952076.500000 Penalty: 11961.458008
	Iteration 46Q: 3 clusters Score -2952076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2952100.000000 Penalty: 11961.458008
	Iteration 47Q: 3 clusters Score -2952100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2952116.250000 Penalty: 11961.458008
	Iteration 48Q: 3 clusters Score -2952116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2952127.000000 Penalty: 11961.458008
	Iteration 49Q: 3 clusters Score -2952127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2952161.500000 Penalty: 11961.458008
	Iteration 50Q: 3 clusters Score -2952162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2952166.250000 Penalty: 11961.458008
	Iteration 51Q: 3 clusters Score -2952166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2952188.500000 Penalty: 11961.458008
	Iteration 52Q: 3 clusters Score -2952188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2952201.750000 Penalty: 11961.458008
	Iteration 53Q: 3 clusters Score -2952202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2952214.000000 Penalty: 11961.458008
	Iteration 54Q: 3 clusters Score -2952214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2952228.750000 Penalty: 11961.458008
	Iteration 55Q: 3 clusters Score -2952229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2952245.000000 Penalty: 11961.458008
	Iteration 56Q: 3 clusters Score -2952245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2952259.750000 Penalty: 11961.458008
	Iteration 57Q: 3 clusters Score -2952260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2952271.250000 Penalty: 11961.458008
	Iteration 58Q: 3 clusters Score -2952271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2952268.500000 Penalty: 11961.458008
	Iteration 59Q: 3 clusters Score -2952268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2952286.750000 Penalty: 11961.458008
	Iteration 60F: 3 clusters Score -2952287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2952288.250000 Penalty: 11961.458008
	Iteration 61Q: 3 clusters Score -2952288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2952312.000000 Penalty: 11961.458008
	Iteration 62Q: 3 clusters Score -2952312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2952312.750000 Penalty: 11961.458008
	Iteration 63Q: 3 clusters Score -2952313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2952311.500000 Penalty: 11961.458008
	Iteration 64Q: 3 clusters Score -2952312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2952330.000000 Penalty: 11961.458008
	Iteration 65Q: 3 clusters Score -2952330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2952333.750000 Penalty: 11961.458008
	Iteration 66Q: 3 clusters Score -2952334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2952351.750000 Penalty: 11961.458008
	Iteration 67Q: 3 clusters Score -2952352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2952370.750000 Penalty: 11961.458008
	Iteration 68Q: 3 clusters Score -2952371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2952377.250000 Penalty: 11961.458008
	Iteration 69Q: 3 clusters Score -2952377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2952385.750000 Penalty: 11961.458008
	Iteration 70Q: 3 clusters Score -2952386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2952402.500000 Penalty: 11961.458008
	Iteration 71Q: 3 clusters Score -2952402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2952415.250000 Penalty: 11961.458008
	Iteration 72Q: 3 clusters Score -2952415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2952426.000000 Penalty: 11961.458008
	Iteration 73Q: 3 clusters Score -2952426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2952440.750000 Penalty: 11961.458008
	Iteration 74Q: 3 clusters Score -2952441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2952456.500000 Penalty: 11961.458008
	Iteration 75Q: 3 clusters Score -2952456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2952465.500000 Penalty: 11961.458008
	Iteration 76Q: 3 clusters Score -2952466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2952469.000000 Penalty: 11961.458008
	Iteration 77Q: 3 clusters Score -2952469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2952478.250000 Penalty: 11961.458008
	Iteration 78Q: 3 clusters Score -2952478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2952490.500000 Penalty: 11961.458008
	Iteration 79Q: 3 clusters Score -2952490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2952493.000000 Penalty: 11961.458008
	Iteration 80F: 3 clusters Score -2952493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2952507.500000 Penalty: 11961.458008
	Iteration 81Q: 3 clusters Score -2952508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2952521.250000 Penalty: 11961.458008
	Iteration 82Q: 3 clusters Score -2952521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2952536.000000 Penalty: 11961.458008
	Iteration 83Q: 3 clusters Score -2952536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2952552.750000 Penalty: 11961.458008
	Iteration 84Q: 3 clusters Score -2952553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2952561.750000 Penalty: 11961.458008
	Iteration 85Q: 3 clusters Score -2952562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2952566.250000 Penalty: 11961.458008
	Iteration 86Q: 3 clusters Score -2952566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2952577.750000 Penalty: 11961.458008
	Iteration 87Q: 3 clusters Score -2952578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2952582.500000 Penalty: 11961.458008
	Iteration 88Q: 3 clusters Score -2952582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2952595.750000 Penalty: 11961.458008
	Iteration 89Q: 3 clusters Score -2952596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2952606.250000 Penalty: 11961.458008
	Iteration 90Q: 3 clusters Score -2952606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2952613.250000 Penalty: 11961.458008
	Iteration 91Q: 3 clusters Score -2952613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2952618.000000 Penalty: 11961.458008
	Iteration 92Q: 3 clusters Score -2952618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2952615.000000 Penalty: 11961.458008
	Iteration 93Q: 3 clusters Score -2952615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2952622.750000 Penalty: 11961.458008
	Iteration 94Q: 3 clusters Score -2952623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2952627.750000 Penalty: 11961.458008
	Iteration 95Q: 3 clusters Score -2952628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2952628.250000 Penalty: 11961.458008
	Iteration 96Q: 3 clusters Score -2952628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2952632.000000 Penalty: 11961.458008
	Iteration 97Q: 3 clusters Score -2952632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2952636.750000 Penalty: 11961.458008
	Iteration 98Q: 3 clusters Score -2952637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2952640.750000 Penalty: 11961.458008
	Iteration 99Q: 3 clusters Score -2952641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2952651.000000 Penalty: 11961.458008
	Iteration 100F: 3 clusters Score -2952651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2952654.000000 Penalty: 11961.458008
	Iteration 101Q: 3 clusters Score -2952654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2952659.250000 Penalty: 11961.458008
	Iteration 102Q: 3 clusters Score -2952659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2952660.750000 Penalty: 11961.458008
	Iteration 103Q: 3 clusters Score -2952661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2952660.000000 Penalty: 11961.458008
	Iteration 104Q: 3 clusters Score -2952660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2952665.750000 Penalty: 11961.458008
	Iteration 105Q: 3 clusters Score -2952666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2952667.000000 Penalty: 11961.458008
	Iteration 106Q: 3 clusters Score -2952667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2952669.500000 Penalty: 11961.458008
	Iteration 107Q: 3 clusters Score -2952670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2952671.500000 Penalty: 11961.458008
	Iteration 108Q: 3 clusters Score -2952672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2952672.000000 Penalty: 11961.458008
	Iteration 109Q: 3 clusters Score -2952672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2952673.250000 Penalty: 11961.458008
	Iteration 110Q: 3 clusters Score -2952673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2952677.500000 Penalty: 11961.458008
	Iteration 111Q: 3 clusters Score -2952678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2952682.750000 Penalty: 11961.458008
	Iteration 112Q: 3 clusters Score -2952683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2952682.000000 Penalty: 11961.458008
	Iteration 113Q: 3 clusters Score -2952682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2952676.750000 Penalty: 11961.458008
	Iteration 114Q: 3 clusters Score -2952677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2952675.250000 Penalty: 11961.458008
	Iteration 115Q: 3 clusters Score -2952675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2952673.750000 Penalty: 11961.458008
	Iteration 116Q: 3 clusters Score -2952674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2952673.750000 Penalty: 11961.458008
	Iteration 117F: 3 clusters Score -2952674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -193395.750000 Penalty: 4289.377441
	Iteration 0F: 2 clusters Score -193395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -189212.843750 Penalty: 8578.754883
	Iteration 0F: 3 clusters Score -189212.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -189604.125000 Penalty: 8578.754883
	Iteration 1F: 3 clusters Score -189604.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -189721.609375 Penalty: 8578.754883
	Iteration 2Q: 3 clusters Score -189721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -189750.609375 Penalty: 8578.754883
	Iteration 3Q: 3 clusters Score -189750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189772.406250 Penalty: 8578.754883
	Iteration 4Q: 3 clusters Score -189772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -189797.156250 Penalty: 8578.754883
	Iteration 5Q: 3 clusters Score -189797.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -189822.015625 Penalty: 8578.754883
	Iteration 6Q: 3 clusters Score -189822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -189839.859375 Penalty: 8578.754883
	Iteration 7Q: 3 clusters Score -189839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -189842.484375 Penalty: 8578.754883
	Iteration 8Q: 3 clusters Score -189842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -189843.765625 Penalty: 8578.754883
	Iteration 9Q: 3 clusters Score -189843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -189851.515625 Penalty: 8578.754883
	Iteration 10Q: 3 clusters Score -189851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189853.343750 Penalty: 8578.754883
	Iteration 11Q: 3 clusters Score -189853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189856.875000 Penalty: 8578.754883
	Iteration 12Q: 3 clusters Score -189856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -189856.875000 Penalty: 8578.754883
	Iteration 13F: 3 clusters Score -189856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -250828.062500 Penalty: 4437.963867
	Iteration 0F: 2 clusters Score -250828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246312.734375 Penalty: 8875.927734
	Iteration 0F: 3 clusters Score -246312.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -246722.875000 Penalty: 8875.927734
	Iteration 1F: 3 clusters Score -246722.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -246833.515625 Penalty: 8875.927734
	Iteration 2Q: 3 clusters Score -246833.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -246883.562500 Penalty: 8875.927734
	Iteration 3Q: 3 clusters Score -246883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -246905.109375 Penalty: 8875.927734
	Iteration 4Q: 3 clusters Score -246905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -246912.187500 Penalty: 8875.927734
	Iteration 5Q: 3 clusters Score -246912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -246915.078125 Penalty: 8875.927734
	Iteration 6Q: 3 clusters Score -246915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -246915.078125 Penalty: 8875.927734
	Iteration 7F: 3 clusters Score -246915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -174227.796875 Penalty: 4328.733398
	Iteration 0F: 2 clusters Score -174227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -170130.546875 Penalty: 8657.466797
	Iteration 0F: 3 clusters Score -170130.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170842.218750 Penalty: 8657.466797
	Iteration 1F: 3 clusters Score -170842.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171310.343750 Penalty: 8657.466797
	Iteration 2F: 3 clusters Score -171310.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171606.843750 Penalty: 8657.466797
	Iteration 3Q: 3 clusters Score -171606.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -171889.859375 Penalty: 8657.466797
	Iteration 4Q: 3 clusters Score -171889.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -171992.765625 Penalty: 8657.466797
	Iteration 5Q: 3 clusters Score -171992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172066.828125 Penalty: 8657.466797
	Iteration 6Q: 3 clusters Score -172066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -172117.328125 Penalty: 8657.466797
	Iteration 7Q: 3 clusters Score -172117.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -172178.296875 Penalty: 8657.466797
	Iteration 8Q: 3 clusters Score -172178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -172251.203125 Penalty: 8657.466797
	Iteration 9Q: 3 clusters Score -172251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -172328.593750 Penalty: 8657.466797
	Iteration 10Q: 3 clusters Score -172328.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -172400.578125 Penalty: 8657.466797
	Iteration 11Q: 3 clusters Score -172400.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -172459.921875 Penalty: 8657.466797
	Iteration 12Q: 3 clusters Score -172459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -172491.546875 Penalty: 8657.466797
	Iteration 13Q: 3 clusters Score -172491.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -172539.375000 Penalty: 8657.466797
	Iteration 14Q: 3 clusters Score -172539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -172595.687500 Penalty: 8657.466797
	Iteration 15Q: 3 clusters Score -172595.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -172682.125000 Penalty: 8657.466797
	Iteration 16Q: 3 clusters Score -172682.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -172783.687500 Penalty: 8657.466797
	Iteration 17Q: 3 clusters Score -172783.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -173012.593750 Penalty: 8657.466797
	Iteration 18Q: 3 clusters Score -173012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -173181.734375 Penalty: 8657.466797
	Iteration 19Q: 3 clusters Score -173181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -173418.203125 Penalty: 8657.466797
	Iteration 20F: 3 clusters Score -173418.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -173544.906250 Penalty: 8657.466797
	Iteration 21Q: 3 clusters Score -173544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -173584.937500 Penalty: 8657.466797
	Iteration 22Q: 3 clusters Score -173584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -173606.859375 Penalty: 8657.466797
	Iteration 23Q: 3 clusters Score -173606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -173641.265625 Penalty: 8657.466797
	Iteration 24Q: 3 clusters Score -173641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -173670.500000 Penalty: 8657.466797
	Iteration 25Q: 3 clusters Score -173670.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -173702.531250 Penalty: 8657.466797
	Iteration 26Q: 3 clusters Score -173702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -173733.906250 Penalty: 8657.466797
	Iteration 27Q: 3 clusters Score -173733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -173762.796875 Penalty: 8657.466797
	Iteration 28Q: 3 clusters Score -173762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173776.234375 Penalty: 8657.466797
	Iteration 29Q: 3 clusters Score -173776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -173800.343750 Penalty: 8657.466797
	Iteration 30Q: 3 clusters Score -173800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -173838.656250 Penalty: 8657.466797
	Iteration 31Q: 3 clusters Score -173838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173884.953125 Penalty: 8657.466797
	Iteration 32Q: 3 clusters Score -173885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -173921.937500 Penalty: 8657.466797
	Iteration 33Q: 3 clusters Score -173921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -173939.578125 Penalty: 8657.466797
	Iteration 34Q: 3 clusters Score -173939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -173950.750000 Penalty: 8657.466797
	Iteration 35Q: 3 clusters Score -173950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -173960.343750 Penalty: 8657.466797
	Iteration 36Q: 3 clusters Score -173960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -173963.546875 Penalty: 8657.466797
	Iteration 37F: 3 clusters Score -173963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -173983.984375 Penalty: 8657.466797
	Iteration 38Q: 3 clusters Score -173984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -173998.312500 Penalty: 8657.466797
	Iteration 39Q: 3 clusters Score -173998.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -173998.312500 Penalty: 8657.466797
	Iteration 40F: 3 clusters Score -173998.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Entering Unmasked Estep 
Score: -2224107.500000 Penalty: 5772.199219
	Iteration 0F: 2 clusters Score -2224108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2212435.000000 Penalty: 11544.398438
	Iteration 0F: 3 clusters Score -2212435 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2215106.500000 Penalty: 11544.398438
	Iteration 1F: 3 clusters Score -2215106 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2215692.500000 Penalty: 11544.398438
	Iteration 2F: 3 clusters Score -2215692 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2216133.000000 Penalty: 11544.398438
	Iteration 3F: 3 clusters Score -2216133 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2216588.750000 Penalty: 11544.398438
	Iteration 4Q: 3 clusters Score -2216589 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2217143.750000 Penalty: 11544.398438
	Iteration 5F: 3 clusters Score -2217144 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2217755.000000 Penalty: 11544.398438
	Iteration 6F: 3 clusters Score -2217755 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2218395.750000 Penalty: 11544.398438
	Iteration 7F: 3 clusters Score -2218396 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2218944.750000 Penalty: 11544.398438
	Iteration 8F: 3 clusters Score -2218945 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2219385.250000 Penalty: 11544.398438
	Iteration 9Q: 3 clusters Score -2219385 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2219687.250000 Penalty: 11544.398438
	Iteration 10Q: 3 clusters Score -2219687 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2219879.500000 Penalty: 11544.398438
	Iteration 11Q: 3 clusters Score -2219880 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2220003.250000 Penalty: 11544.398438
	Iteration 12Q: 3 clusters Score -2220003 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2220095.250000 Penalty: 11544.398438
	Iteration 13Q: 3 clusters Score -2220095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2220146.750000 Penalty: 11544.398438
	Iteration 14Q: 3 clusters Score -2220147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2220186.500000 Penalty: 11544.398438
	Iteration 15Q: 3 clusters Score -2220186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2220214.000000 Penalty: 11544.398438
	Iteration 16Q: 3 clusters Score -2220214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2220229.250000 Penalty: 11544.398438
	Iteration 17Q: 3 clusters Score -2220229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2220235.250000 Penalty: 11544.398438
	Iteration 18Q: 3 clusters Score -2220235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2220241.500000 Penalty: 11544.398438
	Iteration 19Q: 3 clusters Score -2220242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2220245.000000 Penalty: 11544.398438
	Iteration 20F: 3 clusters Score -2220245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2220244.250000 Penalty: 11544.398438
	Iteration 21Q: 3 clusters Score -2220244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2220243.750000 Penalty: 11544.398438
	Iteration 22Q: 3 clusters Score -2220244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2220247.250000 Penalty: 11544.398438
	Iteration 23Q: 3 clusters Score -2220247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2220256.750000 Penalty: 11544.398438
	Iteration 24Q: 3 clusters Score -2220257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2220255.000000 Penalty: 11544.398438
	Iteration 25Q: 3 clusters Score -2220255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2220255.750000 Penalty: 11544.398438
	Iteration 26Q: 3 clusters Score -2220256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2220256.250000 Penalty: 11544.398438
	Iteration 27Q: 3 clusters Score -2220256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2220259.000000 Penalty: 11544.398438
	Iteration 28Q: 3 clusters Score -2220259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2220259.500000 Penalty: 11544.398438
	Iteration 29Q: 3 clusters Score -2220260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2220260.000000 Penalty: 11544.398438
	Iteration 30Q: 3 clusters Score -2220260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2220260.250000 Penalty: 11544.398438
	Iteration 31Q: 3 clusters Score -2220260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2220260.250000 Penalty: 11544.398438
	Iteration 32F: 3 clusters Score -2220260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -764406.625000 Penalty: 5160.494141
	Iteration 0F: 2 clusters Score -764406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -757561.187500 Penalty: 10320.988281
	Iteration 0F: 3 clusters Score -757561.2 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -758682.875000 Penalty: 10320.988281
	Iteration 1F: 3 clusters Score -758682.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -759162.500000 Penalty: 10320.988281
	Iteration 2F: 3 clusters Score -759162.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -759511.625000 Penalty: 10320.988281
	Iteration 3F: 3 clusters Score -759511.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -759845.812500 Penalty: 10320.988281
	Iteration 4F: 3 clusters Score -759845.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -760196.937500 Penalty: 10320.988281
	Iteration 5Q: 3 clusters Score -760196.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -760559.875000 Penalty: 10320.988281
	Iteration 6Q: 3 clusters Score -760559.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -760902.187500 Penalty: 10320.988281
	Iteration 7Q: 3 clusters Score -760902.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -761160.937500 Penalty: 10320.988281
	Iteration 8Q: 3 clusters Score -761160.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -761373.937500 Penalty: 10320.988281
	Iteration 9Q: 3 clusters Score -761373.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -761528.875000 Penalty: 10320.988281
	Iteration 10Q: 3 clusters Score -761528.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -761652.875000 Penalty: 10320.988281
	Iteration 11Q: 3 clusters Score -761652.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -761750.562500 Penalty: 10320.988281
	Iteration 12Q: 3 clusters Score -761750.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -761812.437500 Penalty: 10320.988281
	Iteration 13Q: 3 clusters Score -761812.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -761860.312500 Penalty: 10320.988281
	Iteration 14Q: 3 clusters Score -761860.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -761896.750000 Penalty: 10320.988281
	Iteration 15Q: 3 clusters Score -761896.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -761928.437500 Penalty: 10320.988281
	Iteration 16Q: 3 clusters Score -761928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -761939.875000 Penalty: 10320.988281
	Iteration 17Q: 3 clusters Score -761939.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -761946.562500 Penalty: 10320.988281
	Iteration 18Q: 3 clusters Score -761946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -761957.250000 Penalty: 10320.988281
	Iteration 19Q: 3 clusters Score -761957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -761964.125000 Penalty: 10320.988281
	Iteration 20F: 3 clusters Score -761964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -761972.500000 Penalty: 10320.988281
	Iteration 21Q: 3 clusters Score -761972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -761973.812500 Penalty: 10320.988281
	Iteration 22Q: 3 clusters Score -761973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -761977.750000 Penalty: 10320.988281
	Iteration 23Q: 3 clusters Score -761977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -761978.562500 Penalty: 10320.988281
	Iteration 24Q: 3 clusters Score -761978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -761982.000000 Penalty: 10320.988281
	Iteration 25Q: 3 clusters Score -761982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -761983.375000 Penalty: 10320.988281
	Iteration 26Q: 3 clusters Score -761983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -761988.062500 Penalty: 10320.988281
	Iteration 27Q: 3 clusters Score -761988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -761990.812500 Penalty: 10320.988281
	Iteration 28Q: 3 clusters Score -761990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -761992.500000 Penalty: 10320.988281
	Iteration 29Q: 3 clusters Score -761992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -761995.625000 Penalty: 10320.988281
	Iteration 30Q: 3 clusters Score -761995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -761995.625000 Penalty: 10320.988281
	Iteration 31F: 3 clusters Score -761995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1370814.125000 Penalty: 5497.728516
	Iteration 0F: 2 clusters Score -1370814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1361926.750000 Penalty: 10995.457031
	Iteration 0F: 3 clusters Score -1361927 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1363673.125000 Penalty: 10995.457031
	Iteration 1F: 3 clusters Score -1363673 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1364090.375000 Penalty: 10995.457031
	Iteration 2F: 3 clusters Score -1364090 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1364304.375000 Penalty: 10995.457031
	Iteration 3Q: 3 clusters Score -1364304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1364440.750000 Penalty: 10995.457031
	Iteration 4Q: 3 clusters Score -1364441 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1364517.625000 Penalty: 10995.457031
	Iteration 5Q: 3 clusters Score -1364518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1364566.750000 Penalty: 10995.457031
	Iteration 6Q: 3 clusters Score -1364567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1364612.625000 Penalty: 10995.457031
	Iteration 7Q: 3 clusters Score -1364613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1364656.250000 Penalty: 10995.457031
	Iteration 8Q: 3 clusters Score -1364656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1364697.625000 Penalty: 10995.457031
	Iteration 9Q: 3 clusters Score -1364698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1364729.625000 Penalty: 10995.457031
	Iteration 10Q: 3 clusters Score -1364730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1364760.250000 Penalty: 10995.457031
	Iteration 11Q: 3 clusters Score -1364760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1364781.625000 Penalty: 10995.457031
	Iteration 12Q: 3 clusters Score -1364782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1364799.750000 Penalty: 10995.457031
	Iteration 13Q: 3 clusters Score -1364800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1364819.625000 Penalty: 10995.457031
	Iteration 14Q: 3 clusters Score -1364820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1364838.750000 Penalty: 10995.457031
	Iteration 15Q: 3 clusters Score -1364839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1364854.375000 Penalty: 10995.457031
	Iteration 16Q: 3 clusters Score -1364854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1364866.875000 Penalty: 10995.457031
	Iteration 17Q: 3 clusters Score -1364867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1364877.500000 Penalty: 10995.457031
	Iteration 18Q: 3 clusters Score -1364878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1364878.375000 Penalty: 10995.457031
	Iteration 19Q: 3 clusters Score -1364878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1364881.250000 Penalty: 10995.457031
	Iteration 20F: 3 clusters Score -1364881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1364889.750000 Penalty: 10995.457031
	Iteration 21Q: 3 clusters Score -1364890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1364898.375000 Penalty: 10995.457031
	Iteration 22Q: 3 clusters Score -1364898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1364903.750000 Penalty: 10995.457031
	Iteration 23Q: 3 clusters Score -1364904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1364906.750000 Penalty: 10995.457031
	Iteration 24Q: 3 clusters Score -1364907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1364916.250000 Penalty: 10995.457031
	Iteration 25Q: 3 clusters Score -1364916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1364922.375000 Penalty: 10995.457031
	Iteration 26Q: 3 clusters Score -1364922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1364926.125000 Penalty: 10995.457031
	Iteration 27Q: 3 clusters Score -1364926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1364928.000000 Penalty: 10995.457031
	Iteration 28Q: 3 clusters Score -1364928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1364931.750000 Penalty: 10995.457031
	Iteration 29Q: 3 clusters Score -1364932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1364933.625000 Penalty: 10995.457031
	Iteration 30Q: 3 clusters Score -1364934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1364938.500000 Penalty: 10995.457031
	Iteration 31Q: 3 clusters Score -1364938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1364941.375000 Penalty: 10995.457031
	Iteration 32Q: 3 clusters Score -1364941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1364945.375000 Penalty: 10995.457031
	Iteration 33Q: 3 clusters Score -1364945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1364952.875000 Penalty: 10995.457031
	Iteration 34Q: 3 clusters Score -1364953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1364958.375000 Penalty: 10995.457031
	Iteration 35Q: 3 clusters Score -1364958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1364970.000000 Penalty: 10995.457031
	Iteration 36Q: 3 clusters Score -1364970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1364982.500000 Penalty: 10995.457031
	Iteration 37Q: 3 clusters Score -1364982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1365003.125000 Penalty: 10995.457031
	Iteration 38Q: 3 clusters Score -1365003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1365021.125000 Penalty: 10995.457031
	Iteration 39Q: 3 clusters Score -1365021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1365035.750000 Penalty: 10995.457031
	Iteration 40F: 3 clusters Score -1365036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1365066.750000 Penalty: 10995.457031
	Iteration 41Q: 3 clusters Score -1365067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1365082.625000 Penalty: 10995.457031
	Iteration 42Q: 3 clusters Score -1365083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1365111.125000 Penalty: 10995.457031
	Iteration 43Q: 3 clusters Score -1365111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1365142.750000 Penalty: 10995.457031
	Iteration 44Q: 3 clusters Score -1365143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1365168.125000 Penalty: 10995.457031
	Iteration 45Q: 3 clusters Score -1365168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1365193.625000 Penalty: 10995.457031
	Iteration 46Q: 3 clusters Score -1365194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1365215.750000 Penalty: 10995.457031
	Iteration 47Q: 3 clusters Score -1365216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1365242.000000 Penalty: 10995.457031
	Iteration 48Q: 3 clusters Score -1365242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1365274.500000 Penalty: 10995.457031
	Iteration 49Q: 3 clusters Score -1365274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1365305.125000 Penalty: 10995.457031
	Iteration 50Q: 3 clusters Score -1365305 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1365349.125000 Penalty: 10995.457031
	Iteration 51Q: 3 clusters Score -1365349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1365383.000000 Penalty: 10995.457031
	Iteration 52Q: 3 clusters Score -1365383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1365408.750000 Penalty: 10995.457031
	Iteration 53Q: 3 clusters Score -1365409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1365435.375000 Penalty: 10995.457031
	Iteration 54Q: 3 clusters Score -1365435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1365472.750000 Penalty: 10995.457031
	Iteration 55Q: 3 clusters Score -1365473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1365513.750000 Penalty: 10995.457031
	Iteration 56Q: 3 clusters Score -1365514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1365543.625000 Penalty: 10995.457031
	Iteration 57Q: 3 clusters Score -1365544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1365576.375000 Penalty: 10995.457031
	Iteration 58Q: 3 clusters Score -1365576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1365603.750000 Penalty: 10995.457031
	Iteration 59Q: 3 clusters Score -1365604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1365639.625000 Penalty: 10995.457031
	Iteration 60F: 3 clusters Score -1365640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1365694.125000 Penalty: 10995.457031
	Iteration 61Q: 3 clusters Score -1365694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1365757.625000 Penalty: 10995.457031
	Iteration 62Q: 3 clusters Score -1365758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1365808.250000 Penalty: 10995.457031
	Iteration 63Q: 3 clusters Score -1365808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1365857.000000 Penalty: 10995.457031
	Iteration 64Q: 3 clusters Score -1365857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1365909.750000 Penalty: 10995.457031
	Iteration 65Q: 3 clusters Score -1365910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1365962.625000 Penalty: 10995.457031
	Iteration 66Q: 3 clusters Score -1365963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1366011.625000 Penalty: 10995.457031
	Iteration 67Q: 3 clusters Score -1366012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1366065.125000 Penalty: 10995.457031
	Iteration 68Q: 3 clusters Score -1366065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1366124.500000 Penalty: 10995.457031
	Iteration 69Q: 3 clusters Score -1366124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1366178.875000 Penalty: 10995.457031
	Iteration 70Q: 3 clusters Score -1366179 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1366232.000000 Penalty: 10995.457031
	Iteration 71Q: 3 clusters Score -1366232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1366278.875000 Penalty: 10995.457031
	Iteration 72Q: 3 clusters Score -1366279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1366315.000000 Penalty: 10995.457031
	Iteration 73Q: 3 clusters Score -1366315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1366351.750000 Penalty: 10995.457031
	Iteration 74Q: 3 clusters Score -1366352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1366384.500000 Penalty: 10995.457031
	Iteration 75Q: 3 clusters Score -1366384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1366407.125000 Penalty: 10995.457031
	Iteration 76Q: 3 clusters Score -1366407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1366430.750000 Penalty: 10995.457031
	Iteration 77Q: 3 clusters Score -1366431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1366445.000000 Penalty: 10995.457031
	Iteration 78Q: 3 clusters Score -1366445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1366462.375000 Penalty: 10995.457031
	Iteration 79Q: 3 clusters Score -1366462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1366475.375000 Penalty: 10995.457031
	Iteration 80F: 3 clusters Score -1366475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1366496.000000 Penalty: 10995.457031
	Iteration 81Q: 3 clusters Score -1366496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1366509.375000 Penalty: 10995.457031
	Iteration 82Q: 3 clusters Score -1366509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1366520.875000 Penalty: 10995.457031
	Iteration 83Q: 3 clusters Score -1366521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1366531.750000 Penalty: 10995.457031
	Iteration 84Q: 3 clusters Score -1366532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1366540.875000 Penalty: 10995.457031
	Iteration 85Q: 3 clusters Score -1366541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1366556.125000 Penalty: 10995.457031
	Iteration 86Q: 3 clusters Score -1366556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1366567.250000 Penalty: 10995.457031
	Iteration 87Q: 3 clusters Score -1366567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1366584.500000 Penalty: 10995.457031
	Iteration 88Q: 3 clusters Score -1366584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1366600.250000 Penalty: 10995.457031
	Iteration 89Q: 3 clusters Score -1366600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1366609.625000 Penalty: 10995.457031
	Iteration 90Q: 3 clusters Score -1366610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1366623.750000 Penalty: 10995.457031
	Iteration 91Q: 3 clusters Score -1366624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1366626.625000 Penalty: 10995.457031
	Iteration 92Q: 3 clusters Score -1366627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1366637.375000 Penalty: 10995.457031
	Iteration 93Q: 3 clusters Score -1366637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1366649.375000 Penalty: 10995.457031
	Iteration 94Q: 3 clusters Score -1366649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1366654.625000 Penalty: 10995.457031
	Iteration 95Q: 3 clusters Score -1366655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1366662.250000 Penalty: 10995.457031
	Iteration 96Q: 3 clusters Score -1366662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1366665.375000 Penalty: 10995.457031
	Iteration 97Q: 3 clusters Score -1366665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1366666.125000 Penalty: 10995.457031
	Iteration 98Q: 3 clusters Score -1366666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1366673.125000 Penalty: 10995.457031
	Iteration 99Q: 3 clusters Score -1366673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1366680.750000 Penalty: 10995.457031
	Iteration 100F: 3 clusters Score -1366681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1366685.000000 Penalty: 10995.457031
	Iteration 101Q: 3 clusters Score -1366685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1366686.250000 Penalty: 10995.457031
	Iteration 102Q: 3 clusters Score -1366686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1366684.625000 Penalty: 10995.457031
	Iteration 103Q: 3 clusters Score -1366685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1366687.750000 Penalty: 10995.457031
	Iteration 104Q: 3 clusters Score -1366688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1366688.000000 Penalty: 10995.457031
	Iteration 105Q: 3 clusters Score -1366688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1366692.500000 Penalty: 10995.457031
	Iteration 106Q: 3 clusters Score -1366692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1366694.625000 Penalty: 10995.457031
	Iteration 107Q: 3 clusters Score -1366695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1366694.875000 Penalty: 10995.457031
	Iteration 108Q: 3 clusters Score -1366695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1366697.750000 Penalty: 10995.457031
	Iteration 109Q: 3 clusters Score -1366698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1366700.750000 Penalty: 10995.457031
	Iteration 110Q: 3 clusters Score -1366701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1366702.875000 Penalty: 10995.457031
	Iteration 111Q: 3 clusters Score -1366703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1366702.875000 Penalty: 10995.457031
	Iteration 112F: 3 clusters Score -1366703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Entering Unmasked Estep 
Score: -6770799.500000 Penalty: 6460.808105
	Iteration 0F: 2 clusters Score -6770800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -6742775.500000 Penalty: 12921.616211
	Iteration 0F: 3 clusters Score -6742776 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6751526.000000 Penalty: 12921.616211
	Iteration 1F: 3 clusters Score -6751526 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -6752741.500000 Penalty: 12921.616211
	Iteration 2F: 3 clusters Score -6752742 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6754145.500000 Penalty: 12921.616211
	Iteration 3F: 3 clusters Score -6754146 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -6755827.500000 Penalty: 12921.616211
	Iteration 4F: 3 clusters Score -6755828 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -6757624.000000 Penalty: 12921.616211
	Iteration 5F: 3 clusters Score -6757624 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -6759301.500000 Penalty: 12921.616211
	Iteration 6F: 3 clusters Score -6759302 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -6760612.000000 Penalty: 12921.616211
	Iteration 7F: 3 clusters Score -6760612 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -6761450.000000 Penalty: 12921.616211
	Iteration 8Q: 3 clusters Score -6761450 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -6761931.500000 Penalty: 12921.616211
	Iteration 9Q: 3 clusters Score -6761932 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -6762297.500000 Penalty: 12921.616211
	Iteration 10Q: 3 clusters Score -6762298 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -6762550.500000 Penalty: 12921.616211
	Iteration 11Q: 3 clusters Score -6762550 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -6762745.000000 Penalty: 12921.616211
	Iteration 12Q: 3 clusters Score -6762745 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -6762925.500000 Penalty: 12921.616211
	Iteration 13Q: 3 clusters Score -6762926 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -6763179.000000 Penalty: 12921.616211
	Iteration 14Q: 3 clusters Score -6763179 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -6763352.500000 Penalty: 12921.616211
	Iteration 15Q: 3 clusters Score -6763352 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -6763487.500000 Penalty: 12921.616211
	Iteration 16Q: 3 clusters Score -6763488 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -6763627.000000 Penalty: 12921.616211
	Iteration 17Q: 3 clusters Score -6763627 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -6763723.000000 Penalty: 12921.616211
	Iteration 18Q: 3 clusters Score -6763723 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -6763784.500000 Penalty: 12921.616211
	Iteration 19Q: 3 clusters Score -6763784 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -6763846.000000 Penalty: 12921.616211
	Iteration 20F: 3 clusters Score -6763846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -6763915.000000 Penalty: 12921.616211
	Iteration 21Q: 3 clusters Score -6763915 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -6763945.000000 Penalty: 12921.616211
	Iteration 22Q: 3 clusters Score -6763945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -6763975.000000 Penalty: 12921.616211
	Iteration 23Q: 3 clusters Score -6763975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -6764007.500000 Penalty: 12921.616211
	Iteration 24Q: 3 clusters Score -6764008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -6764017.000000 Penalty: 12921.616211
	Iteration 25Q: 3 clusters Score -6764017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -6764038.500000 Penalty: 12921.616211
	Iteration 26Q: 3 clusters Score -6764038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -6764063.500000 Penalty: 12921.616211
	Iteration 27Q: 3 clusters Score -6764064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -6764060.000000 Penalty: 12921.616211
	Iteration 28Q: 3 clusters Score -6764060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -6764065.000000 Penalty: 12921.616211
	Iteration 29Q: 3 clusters Score -6764065 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6764103.000000 Penalty: 12921.616211
	Iteration 30Q: 3 clusters Score -6764103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -6764129.500000 Penalty: 12921.616211
	Iteration 31Q: 3 clusters Score -6764130 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -6764157.000000 Penalty: 12921.616211
	Iteration 32Q: 3 clusters Score -6764157 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -6764143.000000 Penalty: 12921.616211
	Iteration 33Q: 3 clusters Score -6764143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -6764170.000000 Penalty: 12921.616211
	Iteration 34Q: 3 clusters Score -6764170 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -6764182.500000 Penalty: 12921.616211
	Iteration 35Q: 3 clusters Score -6764182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -6764197.500000 Penalty: 12921.616211
	Iteration 36Q: 3 clusters Score -6764198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -6764223.000000 Penalty: 12921.616211
	Iteration 37Q: 3 clusters Score -6764223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -6764224.000000 Penalty: 12921.616211
	Iteration 38Q: 3 clusters Score -6764224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -6764225.500000 Penalty: 12921.616211
	Iteration 39Q: 3 clusters Score -6764226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6764239.000000 Penalty: 12921.616211
	Iteration 40F: 3 clusters Score -6764239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -6764250.500000 Penalty: 12921.616211
	Iteration 41Q: 3 clusters Score -6764250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -6764267.000000 Penalty: 12921.616211
	Iteration 42Q: 3 clusters Score -6764267 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -6764289.500000 Penalty: 12921.616211
	Iteration 43Q: 3 clusters Score -6764290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -6764311.500000 Penalty: 12921.616211
	Iteration 44Q: 3 clusters Score -6764312 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -6764348.500000 Penalty: 12921.616211
	Iteration 45Q: 3 clusters Score -6764348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -6764350.500000 Penalty: 12921.616211
	Iteration 46Q: 3 clusters Score -6764350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -6764354.500000 Penalty: 12921.616211
	Iteration 47Q: 3 clusters Score -6764354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -6764367.500000 Penalty: 12921.616211
	Iteration 48Q: 3 clusters Score -6764368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -6764381.500000 Penalty: 12921.616211
	Iteration 49Q: 3 clusters Score -6764382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -6764404.000000 Penalty: 12921.616211
	Iteration 50Q: 3 clusters Score -6764404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -6764398.500000 Penalty: 12921.616211
	Iteration 51Q: 3 clusters Score -6764398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -6764394.500000 Penalty: 12921.616211
	Iteration 52Q: 3 clusters Score -6764394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -6764421.500000 Penalty: 12921.616211
	Iteration 53Q: 3 clusters Score -6764422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -6764418.000000 Penalty: 12921.616211
	Iteration 54Q: 3 clusters Score -6764418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -6764448.000000 Penalty: 12921.616211
	Iteration 55Q: 3 clusters Score -6764448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -6764456.500000 Penalty: 12921.616211
	Iteration 56Q: 3 clusters Score -6764456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -6764471.500000 Penalty: 12921.616211
	Iteration 57Q: 3 clusters Score -6764472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -6764463.000000 Penalty: 12921.616211
	Iteration 58Q: 3 clusters Score -6764463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -6764476.500000 Penalty: 12921.616211
	Iteration 59Q: 3 clusters Score -6764476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -6764466.000000 Penalty: 12921.616211
	Iteration 60F: 3 clusters Score -6764466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -6764478.000000 Penalty: 12921.616211
	Iteration 61Q: 3 clusters Score -6764478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -6764473.500000 Penalty: 12921.616211
	Iteration 62Q: 3 clusters Score -6764474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6764488 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6764493 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6764495 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6764501 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6764493 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6764494 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6764500 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6764501 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6764492 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6764505 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6764504 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6764504 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6764494 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6764499 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6764507 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6764505 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6764506 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6764498 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6764516 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6764513 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6764515 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6764510 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6764512 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6764508 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6764520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6764514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6764518 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6764525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -6764522.500000 Penalty: 12921.616211
	Iteration 91Q: 3 clusters Score -6764522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6764524 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6764518 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6764520 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6764538 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6764546 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6764562 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6764556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6764544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -6764548.500000 Penalty: 12921.616211
	Iteration 100F: 3 clusters Score -6764548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -6764550.500000 Penalty: 12921.616211
	Iteration 101Q: 3 clusters Score -6764550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -6764540.500000 Penalty: 12921.616211
	Iteration 102Q: 3 clusters Score -6764540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6764538.500000 Penalty: 12921.616211
	Iteration 103Q: 3 clusters Score -6764538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -6764541.000000 Penalty: 12921.616211
	Iteration 104Q: 3 clusters Score -6764541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -6764535.000000 Penalty: 12921.616211
	Iteration 105Q: 3 clusters Score -6764535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -6764532.500000 Penalty: 12921.616211
	Iteration 106Q: 3 clusters Score -6764532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6764538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -6764529.000000 Penalty: 12921.616211
	Iteration 108Q: 3 clusters Score -6764529 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -6764534.500000 Penalty: 12921.616211
	Iteration 109Q: 3 clusters Score -6764534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6764536 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6764536 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -6764537.500000 Penalty: 12921.616211
	Iteration 112Q: 3 clusters Score -6764538 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -6764544.000000 Penalty: 12921.616211
	Iteration 113Q: 3 clusters Score -6764544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6764544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -6764554.000000 Penalty: 12921.616211
	Iteration 115Q: 3 clusters Score -6764554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -6764550.000000 Penalty: 12921.616211
	Iteration 116Q: 3 clusters Score -6764550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -6764560.000000 Penalty: 12921.616211
	Iteration 117Q: 3 clusters Score -6764560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -6764559.500000 Penalty: 12921.616211
	Iteration 118Q: 3 clusters Score -6764560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -6764557.000000 Penalty: 12921.616211
	Iteration 119Q: 3 clusters Score -6764557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6764563.000000 Penalty: 12921.616211
	Iteration 120F: 3 clusters Score -6764563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6764563 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -6764574.500000 Penalty: 12921.616211
	Iteration 122Q: 3 clusters Score -6764574 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6764574 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6764560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6764559 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6764560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6764562.000000 Penalty: 12921.616211
	Iteration 127Q: 3 clusters Score -6764562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -6764548.500000 Penalty: 12921.616211
	Iteration 128Q: 3 clusters Score -6764548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6764558.000000 Penalty: 12921.616211
	Iteration 129Q: 3 clusters Score -6764558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6764555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -6764556.500000 Penalty: 12921.616211
	Iteration 131Q: 3 clusters Score -6764556 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6764558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -6764557.500000 Penalty: 12921.616211
	Iteration 133Q: 3 clusters Score -6764558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -6764545.000000 Penalty: 12921.616211
	Iteration 134Q: 3 clusters Score -6764545 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6764549.000000 Penalty: 12921.616211
	Iteration 135Q: 3 clusters Score -6764549 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6764557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6764558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6764550.000000 Penalty: 12921.616211
	Iteration 138Q: 3 clusters Score -6764550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -6764552.000000 Penalty: 12921.616211
	Iteration 139Q: 3 clusters Score -6764552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6764550 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6764553 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 8665 members 
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	Iteration 142Q: 3 clusters Score -6764555 nChanged 1
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Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 8664 members 
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	Iteration 143Q: 3 clusters Score -6764553 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 8660 members 
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	Iteration 144Q: 3 clusters Score -6764554 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6764562 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6764557 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 8654 members 
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	Iteration 147Q: 3 clusters Score -6764555 nChanged 1
Entering Unmasked Mstep 
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	Iteration 148Q: 3 clusters Score -6764556 nChanged 0
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	Iteration 149F: 3 clusters Score -6764556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15700 members 
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	Iteration 0F: 2 clusters Score -2814987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2801238 nChanged 6137
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Mstep: Class 1 contains 7745 members 
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	Iteration 1F: 3 clusters Score -2804648 nChanged 1162
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Mstep: Class 1 contains 7717 members 
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	Iteration 2F: 3 clusters Score -2805410 nChanged 866
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2806020 nChanged 781
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Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2806593 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2807038 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2807374.000000 Penalty: 11835.234375
	Iteration 6Q: 3 clusters Score -2807374 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2807651.750000 Penalty: 11835.234375
	Iteration 7Q: 3 clusters Score -2807652 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2807868.750000 Penalty: 11835.234375
	Iteration 8Q: 3 clusters Score -2807869 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2808046.750000 Penalty: 11835.234375
	Iteration 9Q: 3 clusters Score -2808047 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2808206.750000 Penalty: 11835.234375
	Iteration 10Q: 3 clusters Score -2808207 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2808369.750000 Penalty: 11835.234375
	Iteration 11Q: 3 clusters Score -2808370 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2808505.000000 Penalty: 11835.234375
	Iteration 12Q: 3 clusters Score -2808505 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2808645.750000 Penalty: 11835.234375
	Iteration 13Q: 3 clusters Score -2808646 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2808763.750000 Penalty: 11835.234375
	Iteration 14Q: 3 clusters Score -2808764 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2808878.250000 Penalty: 11835.234375
	Iteration 15Q: 3 clusters Score -2808878 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2808971.250000 Penalty: 11835.234375
	Iteration 16Q: 3 clusters Score -2808971 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2809079.750000 Penalty: 11835.234375
	Iteration 17Q: 3 clusters Score -2809080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2809178.000000 Penalty: 11835.234375
	Iteration 18Q: 3 clusters Score -2809178 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2809290.250000 Penalty: 11835.234375
	Iteration 19Q: 3 clusters Score -2809290 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2809406.500000 Penalty: 11835.234375
	Iteration 20F: 3 clusters Score -2809406 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2809516.000000 Penalty: 11835.234375
	Iteration 21Q: 3 clusters Score -2809516 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2809602.250000 Penalty: 11835.234375
	Iteration 22Q: 3 clusters Score -2809602 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2809687.250000 Penalty: 11835.234375
	Iteration 23Q: 3 clusters Score -2809687 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2809775.000000 Penalty: 11835.234375
	Iteration 24Q: 3 clusters Score -2809775 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2809872.750000 Penalty: 11835.234375
	Iteration 25Q: 3 clusters Score -2809873 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2809944.000000 Penalty: 11835.234375
	Iteration 26Q: 3 clusters Score -2809944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2810017.750000 Penalty: 11835.234375
	Iteration 27Q: 3 clusters Score -2810018 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2810067.500000 Penalty: 11835.234375
	Iteration 28Q: 3 clusters Score -2810068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2810109.750000 Penalty: 11835.234375
	Iteration 29Q: 3 clusters Score -2810110 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2810153.250000 Penalty: 11835.234375
	Iteration 30Q: 3 clusters Score -2810153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2810202.000000 Penalty: 11835.234375
	Iteration 31Q: 3 clusters Score -2810202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2810228.250000 Penalty: 11835.234375
	Iteration 32Q: 3 clusters Score -2810228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2810267.250000 Penalty: 11835.234375
	Iteration 33Q: 3 clusters Score -2810267 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2810305.250000 Penalty: 11835.234375
	Iteration 34Q: 3 clusters Score -2810305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2810333.000000 Penalty: 11835.234375
	Iteration 35Q: 3 clusters Score -2810333 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2810365.250000 Penalty: 11835.234375
	Iteration 36Q: 3 clusters Score -2810365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2810388.500000 Penalty: 11835.234375
	Iteration 37Q: 3 clusters Score -2810388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2810417.000000 Penalty: 11835.234375
	Iteration 38Q: 3 clusters Score -2810417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2810432.500000 Penalty: 11835.234375
	Iteration 39Q: 3 clusters Score -2810432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2810458.000000 Penalty: 11835.234375
	Iteration 40F: 3 clusters Score -2810458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2810477.750000 Penalty: 11835.234375
	Iteration 41Q: 3 clusters Score -2810478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2810497.750000 Penalty: 11835.234375
	Iteration 42Q: 3 clusters Score -2810498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2810509.500000 Penalty: 11835.234375
	Iteration 43Q: 3 clusters Score -2810510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2810523.000000 Penalty: 11835.234375
	Iteration 44Q: 3 clusters Score -2810523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2810533.500000 Penalty: 11835.234375
	Iteration 45Q: 3 clusters Score -2810534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2810541.000000 Penalty: 11835.234375
	Iteration 46Q: 3 clusters Score -2810541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2810552.500000 Penalty: 11835.234375
	Iteration 47Q: 3 clusters Score -2810552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2810557.750000 Penalty: 11835.234375
	Iteration 48Q: 3 clusters Score -2810558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2810569.250000 Penalty: 11835.234375
	Iteration 49Q: 3 clusters Score -2810569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2810566.500000 Penalty: 11835.234375
	Iteration 50Q: 3 clusters Score -2810566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2810572.250000 Penalty: 11835.234375
	Iteration 51Q: 3 clusters Score -2810572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2810574.500000 Penalty: 11835.234375
	Iteration 52Q: 3 clusters Score -2810574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2810583.750000 Penalty: 11835.234375
	Iteration 53Q: 3 clusters Score -2810584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2810583.750000 Penalty: 11835.234375
	Iteration 54Q: 3 clusters Score -2810584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2810586.750000 Penalty: 11835.234375
	Iteration 55Q: 3 clusters Score -2810587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2810589.250000 Penalty: 11835.234375
	Iteration 56Q: 3 clusters Score -2810589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2810593.750000 Penalty: 11835.234375
	Iteration 57Q: 3 clusters Score -2810594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2810590.250000 Penalty: 11835.234375
	Iteration 58Q: 3 clusters Score -2810590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2810594.250000 Penalty: 11835.234375
	Iteration 59Q: 3 clusters Score -2810594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2810593.000000 Penalty: 11835.234375
	Iteration 60F: 3 clusters Score -2810593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2810589.250000 Penalty: 11835.234375
	Iteration 61Q: 3 clusters Score -2810589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2810589.250000 Penalty: 11835.234375
	Iteration 62F: 3 clusters Score -2810589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Entering Unmasked Estep 
Score: -14978567.000000 Penalty: 6939.330566
	Iteration 0F: 2 clusters Score -1.497857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -14921243.000000 Penalty: 13878.661133
	Iteration 0F: 3 clusters Score -1.492124e+07 nChanged 37702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -14942052.000000 Penalty: 13878.661133
	Iteration 1F: 3 clusters Score -1.494205e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -14942903.000000 Penalty: 13878.661133
	Iteration 2Q: 3 clusters Score -1.49429e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -14943633.000000 Penalty: 13878.661133
	Iteration 3Q: 3 clusters Score -1.494363e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -14944319.000000 Penalty: 13878.661133
	Iteration 4Q: 3 clusters Score -1.494432e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -14945105.000000 Penalty: 13878.661133
	Iteration 5Q: 3 clusters Score -1.49451e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -14946011.000000 Penalty: 13878.661133
	Iteration 6Q: 3 clusters Score -1.494601e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -14947304.000000 Penalty: 13878.661133
	Iteration 7Q: 3 clusters Score -1.49473e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -14949038.000000 Penalty: 13878.661133
	Iteration 8Q: 3 clusters Score -1.494904e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -14951908.000000 Penalty: 13878.661133
	Iteration 9F: 3 clusters Score -1.495191e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -14955952.000000 Penalty: 13878.661133
	Iteration 10F: 3 clusters Score -1.495595e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -14961027.000000 Penalty: 13878.661133
	Iteration 11F: 3 clusters Score -1.496103e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -14965693.000000 Penalty: 13878.661133
	Iteration 12F: 3 clusters Score -1.496569e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -14969211.000000 Penalty: 13878.661133
	Iteration 13Q: 3 clusters Score -1.496921e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14971523.000000 Penalty: 13878.661133
	Iteration 14Q: 3 clusters Score -1.497152e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14972806.000000 Penalty: 13878.661133
	Iteration 15Q: 3 clusters Score -1.497281e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14973514.000000 Penalty: 13878.661133
	Iteration 16Q: 3 clusters Score -1.497351e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -14973842.000000 Penalty: 13878.661133
	Iteration 17Q: 3 clusters Score -1.497384e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14974007.000000 Penalty: 13878.661133
	Iteration 18Q: 3 clusters Score -1.497401e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -14974084.000000 Penalty: 13878.661133
	Iteration 19Q: 3 clusters Score -1.497408e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -14974153.000000 Penalty: 13878.661133
	Iteration 20F: 3 clusters Score -1.497415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -14974165.000000 Penalty: 13878.661133
	Iteration 21Q: 3 clusters Score -1.497416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14974191.000000 Penalty: 13878.661133
	Iteration 22Q: 3 clusters Score -1.497419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -14974185.000000 Penalty: 13878.661133
	Iteration 23Q: 3 clusters Score -1.497418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -14974191.000000 Penalty: 13878.661133
	Iteration 24Q: 3 clusters Score -1.497419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14974188.000000 Penalty: 13878.661133
	Iteration 25Q: 3 clusters Score -1.497419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14974187.000000 Penalty: 13878.661133
	Iteration 26Q: 3 clusters Score -1.497419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14974189.000000 Penalty: 13878.661133
	Iteration 27Q: 3 clusters Score -1.497419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14974196.000000 Penalty: 13878.661133
	Iteration 28Q: 3 clusters Score -1.49742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -14974205.000000 Penalty: 13878.661133
	Iteration 29Q: 3 clusters Score -1.49742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14974194.000000 Penalty: 13878.661133
	Iteration 30Q: 3 clusters Score -1.497419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14974193.000000 Penalty: 13878.661133
	Iteration 31Q: 3 clusters Score -1.497419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -14974199.000000 Penalty: 13878.661133
	Iteration 32Q: 3 clusters Score -1.49742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14974204.000000 Penalty: 13878.661133
	Iteration 33Q: 3 clusters Score -1.49742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14974202.000000 Penalty: 13878.661133
	Iteration 34Q: 3 clusters Score -1.49742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14974195.000000 Penalty: 13878.661133
	Iteration 35Q: 3 clusters Score -1.49742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14974202.000000 Penalty: 13878.661133
	Iteration 36Q: 3 clusters Score -1.49742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -14974207.000000 Penalty: 13878.661133
	Iteration 37Q: 3 clusters Score -1.497421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -14974210.000000 Penalty: 13878.661133
	Iteration 38Q: 3 clusters Score -1.497421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -14974210.000000 Penalty: 13878.661133
	Iteration 39F: 3 clusters Score -1.497421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Entering Unmasked Estep 
Score: -13280612.000000 Penalty: 6870.969727
	Iteration 0F: 2 clusters Score -1.328061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -13228991.000000 Penalty: 13741.939453
	Iteration 0F: 3 clusters Score -1.322899e+07 nChanged 33367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -13247173.000000 Penalty: 13741.939453
	Iteration 1F: 3 clusters Score -1.324717e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -13248198.000000 Penalty: 13741.939453
	Iteration 2Q: 3 clusters Score -1.32482e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -13249088.000000 Penalty: 13741.939453
	Iteration 3Q: 3 clusters Score -1.324909e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -13250078.000000 Penalty: 13741.939453
	Iteration 4Q: 3 clusters Score -1.325008e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -13251405.000000 Penalty: 13741.939453
	Iteration 5Q: 3 clusters Score -1.32514e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -13253058.000000 Penalty: 13741.939453
	Iteration 6Q: 3 clusters Score -1.325306e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -13255728.000000 Penalty: 13741.939453
	Iteration 7F: 3 clusters Score -1.325573e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -13259338.000000 Penalty: 13741.939453
	Iteration 8F: 3 clusters Score -1.325934e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -13264071.000000 Penalty: 13741.939453
	Iteration 9F: 3 clusters Score -1.326407e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -13268456.000000 Penalty: 13741.939453
	Iteration 10F: 3 clusters Score -1.326846e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13271580.000000 Penalty: 13741.939453
	Iteration 11Q: 3 clusters Score -1.327158e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13273095.000000 Penalty: 13741.939453
	Iteration 12Q: 3 clusters Score -1.32731e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13273794.000000 Penalty: 13741.939453
	Iteration 13Q: 3 clusters Score -1.327379e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13274089.000000 Penalty: 13741.939453
	Iteration 14Q: 3 clusters Score -1.327409e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13274242.000000 Penalty: 13741.939453
	Iteration 15Q: 3 clusters Score -1.327424e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13274355.000000 Penalty: 13741.939453
	Iteration 16Q: 3 clusters Score -1.327436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13274411.000000 Penalty: 13741.939453
	Iteration 17Q: 3 clusters Score -1.327441e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13274426.000000 Penalty: 13741.939453
	Iteration 18Q: 3 clusters Score -1.327443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13274460.000000 Penalty: 13741.939453
	Iteration 19Q: 3 clusters Score -1.327446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13274474.000000 Penalty: 13741.939453
	Iteration 20F: 3 clusters Score -1.327447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13274476.000000 Penalty: 13741.939453
	Iteration 21Q: 3 clusters Score -1.327448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -13274466.000000 Penalty: 13741.939453
	Iteration 22Q: 3 clusters Score -1.327447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13274470.000000 Penalty: 13741.939453
	Iteration 23Q: 3 clusters Score -1.327447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13274474.000000 Penalty: 13741.939453
	Iteration 24Q: 3 clusters Score -1.327447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13274474.000000 Penalty: 13741.939453
	Iteration 25F: 3 clusters Score -1.327447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Entering Unmasked Estep 
Score: -17717140.000000 Penalty: 7033.137207
	Iteration 0F: 2 clusters Score -1.771714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -17650726.000000 Penalty: 14066.274414
	Iteration 0F: 3 clusters Score -1.765073e+07 nChanged 44026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -17675154.000000 Penalty: 14066.274414
	Iteration 1F: 3 clusters Score -1.767515e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -17676218.000000 Penalty: 14066.274414
	Iteration 2Q: 3 clusters Score -1.767622e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -17677310.000000 Penalty: 14066.274414
	Iteration 3Q: 3 clusters Score -1.767731e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -17678438.000000 Penalty: 14066.274414
	Iteration 4Q: 3 clusters Score -1.767844e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -17679884.000000 Penalty: 14066.274414
	Iteration 5Q: 3 clusters Score -1.767988e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -17681846.000000 Penalty: 14066.274414
	Iteration 6Q: 3 clusters Score -1.768185e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -17684596.000000 Penalty: 14066.274414
	Iteration 7F: 3 clusters Score -1.76846e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -17688238.000000 Penalty: 14066.274414
	Iteration 8F: 3 clusters Score -1.768824e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -17692642.000000 Penalty: 14066.274414
	Iteration 9F: 3 clusters Score -1.769264e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -17696916.000000 Penalty: 14066.274414
	Iteration 10F: 3 clusters Score -1.769692e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -17701078.000000 Penalty: 14066.274414
	Iteration 11F: 3 clusters Score -1.770108e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -17704232.000000 Penalty: 14066.274414
	Iteration 12Q: 3 clusters Score -1.770423e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -17706712.000000 Penalty: 14066.274414
	Iteration 13Q: 3 clusters Score -1.770671e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -17708382.000000 Penalty: 14066.274414
	Iteration 14Q: 3 clusters Score -1.770838e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 93986 members 
Entering Unmasked Estep 
Score: -17709458.000000 Penalty: 14066.274414
	Iteration 15Q: 3 clusters Score -1.770946e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -17710096.000000 Penalty: 14066.274414
	Iteration 16Q: 3 clusters Score -1.77101e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -17710380.000000 Penalty: 14066.274414
	Iteration 17Q: 3 clusters Score -1.771038e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -17710576.000000 Penalty: 14066.274414
	Iteration 18Q: 3 clusters Score -1.771058e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -17710714.000000 Penalty: 14066.274414
	Iteration 19Q: 3 clusters Score -1.771071e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -17710788.000000 Penalty: 14066.274414
	Iteration 20F: 3 clusters Score -1.771079e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -17710822.000000 Penalty: 14066.274414
	Iteration 21Q: 3 clusters Score -1.771082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -17710874.000000 Penalty: 14066.274414
	Iteration 22Q: 3 clusters Score -1.771087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -17710920.000000 Penalty: 14066.274414
	Iteration 23Q: 3 clusters Score -1.771092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -17710924.000000 Penalty: 14066.274414
	Iteration 24Q: 3 clusters Score -1.771092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -17710944.000000 Penalty: 14066.274414
	Iteration 25Q: 3 clusters Score -1.771094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -17710948.000000 Penalty: 14066.274414
	Iteration 26Q: 3 clusters Score -1.771095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -17710954.000000 Penalty: 14066.274414
	Iteration 27Q: 3 clusters Score -1.771095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -17710964.000000 Penalty: 14066.274414
	Iteration 28Q: 3 clusters Score -1.771096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -17710980.000000 Penalty: 14066.274414
	Iteration 29Q: 3 clusters Score -1.771098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -17710988.000000 Penalty: 14066.274414
	Iteration 30Q: 3 clusters Score -1.771099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -17710984.000000 Penalty: 14066.274414
	Iteration 31Q: 3 clusters Score -1.771098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -17710996.000000 Penalty: 14066.274414
	Iteration 32Q: 3 clusters Score -1.7711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -17711008.000000 Penalty: 14066.274414
	Iteration 33Q: 3 clusters Score -1.771101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -17711024.000000 Penalty: 14066.274414
	Iteration 34Q: 3 clusters Score -1.771102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -17711054.000000 Penalty: 14066.274414
	Iteration 35Q: 3 clusters Score -1.771105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -17711054.000000 Penalty: 14066.274414
	Iteration 36Q: 3 clusters Score -1.771105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -17711062.000000 Penalty: 14066.274414
	Iteration 37Q: 3 clusters Score -1.771106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -17711060.000000 Penalty: 14066.274414
	Iteration 38Q: 3 clusters Score -1.771106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -17711060.000000 Penalty: 14066.274414
	Iteration 39Q: 3 clusters Score -1.771106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -17711060.000000 Penalty: 14066.274414
	Iteration 40F: 3 clusters Score -1.771106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -350587.187500 Penalty: 4685.436523
	Iteration 0F: 2 clusters Score -350587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -345591.843750 Penalty: 9370.873047
	Iteration 0F: 3 clusters Score -345591.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -346233.437500 Penalty: 9370.873047
	Iteration 1F: 3 clusters Score -346233.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -346449.000000 Penalty: 9370.873047
	Iteration 2F: 3 clusters Score -346449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -346519.343750 Penalty: 9370.873047
	Iteration 3Q: 3 clusters Score -346519.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -346564.000000 Penalty: 9370.873047
	Iteration 4Q: 3 clusters Score -346564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -346640.875000 Penalty: 9370.873047
	Iteration 5Q: 3 clusters Score -346640.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -346706.937500 Penalty: 9370.873047
	Iteration 6Q: 3 clusters Score -346706.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -346773.343750 Penalty: 9370.873047
	Iteration 7Q: 3 clusters Score -346773.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -346835.812500 Penalty: 9370.873047
	Iteration 8Q: 3 clusters Score -346835.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -346899.781250 Penalty: 9370.873047
	Iteration 9Q: 3 clusters Score -346899.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -346977.781250 Penalty: 9370.873047
	Iteration 10Q: 3 clusters Score -346977.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -347101.000000 Penalty: 9370.873047
	Iteration 11Q: 3 clusters Score -347101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -347229.625000 Penalty: 9370.873047
	Iteration 12Q: 3 clusters Score -347229.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -347361.531250 Penalty: 9370.873047
	Iteration 13Q: 3 clusters Score -347361.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -347488.687500 Penalty: 9370.873047
	Iteration 14Q: 3 clusters Score -347488.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -347634.062500 Penalty: 9370.873047
	Iteration 15Q: 3 clusters Score -347634.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -347785.750000 Penalty: 9370.873047
	Iteration 16Q: 3 clusters Score -347785.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -347891.625000 Penalty: 9370.873047
	Iteration 17Q: 3 clusters Score -347891.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -347964.437500 Penalty: 9370.873047
	Iteration 18Q: 3 clusters Score -347964.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -347999.781250 Penalty: 9370.873047
	Iteration 19Q: 3 clusters Score -347999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -348039.062500 Penalty: 9370.873047
	Iteration 20F: 3 clusters Score -348039.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -348124.156250 Penalty: 9370.873047
	Iteration 21Q: 3 clusters Score -348124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -348204.906250 Penalty: 9370.873047
	Iteration 22Q: 3 clusters Score -348204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -348275.812500 Penalty: 9370.873047
	Iteration 23Q: 3 clusters Score -348275.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -348334.062500 Penalty: 9370.873047
	Iteration 24Q: 3 clusters Score -348334.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -348374.312500 Penalty: 9370.873047
	Iteration 25Q: 3 clusters Score -348374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -348393.093750 Penalty: 9370.873047
	Iteration 26Q: 3 clusters Score -348393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -348399.843750 Penalty: 9370.873047
	Iteration 27Q: 3 clusters Score -348399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -348406.625000 Penalty: 9370.873047
	Iteration 28Q: 3 clusters Score -348406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -348408.468750 Penalty: 9370.873047
	Iteration 29Q: 3 clusters Score -348408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -348408.468750 Penalty: 9370.873047
	Iteration 30F: 3 clusters Score -348408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Entering Unmasked Estep 
Score: -6301704.500000 Penalty: 6403.836914
	Iteration 0F: 2 clusters Score -6301704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -6275979.000000 Penalty: 12807.673828
	Iteration 0F: 3 clusters Score -6275979 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -6283850.500000 Penalty: 12807.673828
	Iteration 1F: 3 clusters Score -6283850 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -6284570.000000 Penalty: 12807.673828
	Iteration 2F: 3 clusters Score -6284570 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -6285134.000000 Penalty: 12807.673828
	Iteration 3Q: 3 clusters Score -6285134 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -6285578.500000 Penalty: 12807.673828
	Iteration 4Q: 3 clusters Score -6285578 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -6285944.500000 Penalty: 12807.673828
	Iteration 5Q: 3 clusters Score -6285944 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -6286411.500000 Penalty: 12807.673828
	Iteration 6Q: 3 clusters Score -6286412 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -6286817.000000 Penalty: 12807.673828
	Iteration 7Q: 3 clusters Score -6286817 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6287330.500000 Penalty: 12807.673828
	Iteration 8Q: 3 clusters Score -6287330 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -6287926.500000 Penalty: 12807.673828
	Iteration 9Q: 3 clusters Score -6287926 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -6288678.000000 Penalty: 12807.673828
	Iteration 10Q: 3 clusters Score -6288678 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -6289634.000000 Penalty: 12807.673828
	Iteration 11Q: 3 clusters Score -6289634 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6290661.000000 Penalty: 12807.673828
	Iteration 12Q: 3 clusters Score -6290661 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -6291796.000000 Penalty: 12807.673828
	Iteration 13Q: 3 clusters Score -6291796 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -6292868.500000 Penalty: 12807.673828
	Iteration 14Q: 3 clusters Score -6292868 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6293848.500000 Penalty: 12807.673828
	Iteration 15Q: 3 clusters Score -6293848 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6294572.500000 Penalty: 12807.673828
	Iteration 16Q: 3 clusters Score -6294572 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6295056.000000 Penalty: 12807.673828
	Iteration 17Q: 3 clusters Score -6295056 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6295378.000000 Penalty: 12807.673828
	Iteration 18Q: 3 clusters Score -6295378 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6295557.500000 Penalty: 12807.673828
	Iteration 19Q: 3 clusters Score -6295558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6295687.000000 Penalty: 12807.673828
	Iteration 20F: 3 clusters Score -6295687 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6295804.500000 Penalty: 12807.673828
	Iteration 21Q: 3 clusters Score -6295804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6295907.000000 Penalty: 12807.673828
	Iteration 22Q: 3 clusters Score -6295907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6295967.000000 Penalty: 12807.673828
	Iteration 23Q: 3 clusters Score -6295967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6296020.500000 Penalty: 12807.673828
	Iteration 24Q: 3 clusters Score -6296020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6296060.500000 Penalty: 12807.673828
	Iteration 25Q: 3 clusters Score -6296060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6296098.000000 Penalty: 12807.673828
	Iteration 26Q: 3 clusters Score -6296098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6296134.000000 Penalty: 12807.673828
	Iteration 27Q: 3 clusters Score -6296134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6296161.500000 Penalty: 12807.673828
	Iteration 28Q: 3 clusters Score -6296162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6296176.500000 Penalty: 12807.673828
	Iteration 29Q: 3 clusters Score -6296176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6296198.000000 Penalty: 12807.673828
	Iteration 30Q: 3 clusters Score -6296198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6296227.500000 Penalty: 12807.673828
	Iteration 31Q: 3 clusters Score -6296228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6296239.000000 Penalty: 12807.673828
	Iteration 32Q: 3 clusters Score -6296239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6296246.000000 Penalty: 12807.673828
	Iteration 33Q: 3 clusters Score -6296246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6296256.000000 Penalty: 12807.673828
	Iteration 34Q: 3 clusters Score -6296256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6296282.500000 Penalty: 12807.673828
	Iteration 35Q: 3 clusters Score -6296282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6296285.000000 Penalty: 12807.673828
	Iteration 36Q: 3 clusters Score -6296285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6296306.000000 Penalty: 12807.673828
	Iteration 37Q: 3 clusters Score -6296306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6296320.000000 Penalty: 12807.673828
	Iteration 38Q: 3 clusters Score -6296320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6296325.000000 Penalty: 12807.673828
	Iteration 39Q: 3 clusters Score -6296325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6296342.000000 Penalty: 12807.673828
	Iteration 40F: 3 clusters Score -6296342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6296351.500000 Penalty: 12807.673828
	Iteration 41Q: 3 clusters Score -6296352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6296358.000000 Penalty: 12807.673828
	Iteration 42Q: 3 clusters Score -6296358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6296364.000000 Penalty: 12807.673828
	Iteration 43Q: 3 clusters Score -6296364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6296358.000000 Penalty: 12807.673828
	Iteration 44Q: 3 clusters Score -6296358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6296358.500000 Penalty: 12807.673828
	Iteration 45Q: 3 clusters Score -6296358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6296362.500000 Penalty: 12807.673828
	Iteration 46Q: 3 clusters Score -6296362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6296366.000000 Penalty: 12807.673828
	Iteration 47Q: 3 clusters Score -6296366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6296385.500000 Penalty: 12807.673828
	Iteration 48Q: 3 clusters Score -6296386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6296384.500000 Penalty: 12807.673828
	Iteration 49Q: 3 clusters Score -6296384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6296395.000000 Penalty: 12807.673828
	Iteration 50Q: 3 clusters Score -6296395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6296391.000000 Penalty: 12807.673828
	Iteration 51Q: 3 clusters Score -6296391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6296404.000000 Penalty: 12807.673828
	Iteration 52Q: 3 clusters Score -6296404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6296411.500000 Penalty: 12807.673828
	Iteration 53Q: 3 clusters Score -6296412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6296400.500000 Penalty: 12807.673828
	Iteration 54Q: 3 clusters Score -6296400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6296407.000000 Penalty: 12807.673828
	Iteration 55Q: 3 clusters Score -6296407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6296415.500000 Penalty: 12807.673828
	Iteration 56Q: 3 clusters Score -6296416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6296415.000000 Penalty: 12807.673828
	Iteration 57Q: 3 clusters Score -6296415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6296417.000000 Penalty: 12807.673828
	Iteration 58Q: 3 clusters Score -6296417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6296423.500000 Penalty: 12807.673828
	Iteration 59Q: 3 clusters Score -6296424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6296423.500000 Penalty: 12807.673828
	Iteration 60F: 3 clusters Score -6296424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Entering Unmasked Estep 
Score: -32212382.000000 Penalty: 7406.996094
	Iteration 0F: 2 clusters Score -3.221238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -32092718.000000 Penalty: 14813.992188
	Iteration 0F: 3 clusters Score -3.209272e+07 nChanged 83398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -32138974.000000 Penalty: 14813.992188
	Iteration 1F: 3 clusters Score -3.213897e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -32140390.000000 Penalty: 14813.992188
	Iteration 2Q: 3 clusters Score -3.214039e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -32141586.000000 Penalty: 14813.992188
	Iteration 3Q: 3 clusters Score -3.214159e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -32142692.000000 Penalty: 14813.992188
	Iteration 4Q: 3 clusters Score -3.214269e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -32143960.000000 Penalty: 14813.992188
	Iteration 5Q: 3 clusters Score -3.214396e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -32145706.000000 Penalty: 14813.992188
	Iteration 6Q: 3 clusters Score -3.214571e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -32148172.000000 Penalty: 14813.992188
	Iteration 7Q: 3 clusters Score -3.214817e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -32152166.000000 Penalty: 14813.992188
	Iteration 8Q: 3 clusters Score -3.215217e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -32158322.000000 Penalty: 14813.992188
	Iteration 9F: 3 clusters Score -3.215832e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -32166958.000000 Penalty: 14813.992188
	Iteration 10F: 3 clusters Score -3.216696e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -32176232.000000 Penalty: 14813.992188
	Iteration 11F: 3 clusters Score -3.217623e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -32184166.000000 Penalty: 14813.992188
	Iteration 12F: 3 clusters Score -3.218417e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -32190136.000000 Penalty: 14813.992188
	Iteration 13Q: 3 clusters Score -3.219014e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -32194170.000000 Penalty: 14813.992188
	Iteration 14Q: 3 clusters Score -3.219417e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -32197370.000000 Penalty: 14813.992188
	Iteration 15Q: 3 clusters Score -3.219737e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168519 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -32199774.000000 Penalty: 14813.992188
	Iteration 16Q: 3 clusters Score -3.219977e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -32201720.000000 Penalty: 14813.992188
	Iteration 17Q: 3 clusters Score -3.220172e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173294 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -32203198.000000 Penalty: 14813.992188
	Iteration 18Q: 3 clusters Score -3.22032e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -32204238.000000 Penalty: 14813.992188
	Iteration 19Q: 3 clusters Score -3.220424e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -32204692.000000 Penalty: 14813.992188
	Iteration 20F: 3 clusters Score -3.220469e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -32205114.000000 Penalty: 14813.992188
	Iteration 21Q: 3 clusters Score -3.220511e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -32205372.000000 Penalty: 14813.992188
	Iteration 22Q: 3 clusters Score -3.220537e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -32205504.000000 Penalty: 14813.992188
	Iteration 23Q: 3 clusters Score -3.22055e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176930 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -32205600.000000 Penalty: 14813.992188
	Iteration 24Q: 3 clusters Score -3.22056e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -32205738.000000 Penalty: 14813.992188
	Iteration 25Q: 3 clusters Score -3.220574e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177100 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -32205792.000000 Penalty: 14813.992188
	Iteration 26Q: 3 clusters Score -3.220579e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177154 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -32205824.000000 Penalty: 14813.992188
	Iteration 27Q: 3 clusters Score -3.220582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177191 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -32205864.000000 Penalty: 14813.992188
	Iteration 28Q: 3 clusters Score -3.220586e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177228 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -32205882.000000 Penalty: 14813.992188
	Iteration 29Q: 3 clusters Score -3.220588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -32205946.000000 Penalty: 14813.992188
	Iteration 30Q: 3 clusters Score -3.220595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177304 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -32205952.000000 Penalty: 14813.992188
	Iteration 31Q: 3 clusters Score -3.220595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -32205978.000000 Penalty: 14813.992188
	Iteration 32Q: 3 clusters Score -3.220598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -32206004.000000 Penalty: 14813.992188
	Iteration 33Q: 3 clusters Score -3.2206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -32206006.000000 Penalty: 14813.992188
	Iteration 34Q: 3 clusters Score -3.220601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177370 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -32206012.000000 Penalty: 14813.992188
	Iteration 35Q: 3 clusters Score -3.220601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -32206020.000000 Penalty: 14813.992188
	Iteration 36Q: 3 clusters Score -3.220602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177386 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -32206028.000000 Penalty: 14813.992188
	Iteration 37Q: 3 clusters Score -3.220603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177395 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -32206010.000000 Penalty: 14813.992188
	Iteration 38Q: 3 clusters Score -3.220601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -32205996.000000 Penalty: 14813.992188
	Iteration 39Q: 3 clusters Score -3.2206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177406 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -32205990.000000 Penalty: 14813.992188
	Iteration 40F: 3 clusters Score -3.220599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -32206014.000000 Penalty: 14813.992188
	Iteration 41Q: 3 clusters Score -3.220601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -32206034.000000 Penalty: 14813.992188
	Iteration 42Q: 3 clusters Score -3.220603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177431 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -32206060.000000 Penalty: 14813.992188
	Iteration 43Q: 3 clusters Score -3.220606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177436 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -32206054.000000 Penalty: 14813.992188
	Iteration 44Q: 3 clusters Score -3.220605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177439 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -32206064.000000 Penalty: 14813.992188
	Iteration 45Q: 3 clusters Score -3.220606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -32206086.000000 Penalty: 14813.992188
	Iteration 46Q: 3 clusters Score -3.220609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -32206088.000000 Penalty: 14813.992188
	Iteration 47Q: 3 clusters Score -3.220609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177446 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -32206084.000000 Penalty: 14813.992188
	Iteration 48Q: 3 clusters Score -3.220608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177446 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -32206082.000000 Penalty: 14813.992188
	Iteration 49Q: 3 clusters Score -3.220608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177445 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -32206092.000000 Penalty: 14813.992188
	Iteration 50Q: 3 clusters Score -3.220609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177449 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -32206098.000000 Penalty: 14813.992188
	Iteration 51Q: 3 clusters Score -3.22061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177457 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -32206096.000000 Penalty: 14813.992188
	Iteration 52Q: 3 clusters Score -3.22061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -32206096.000000 Penalty: 14813.992188
	Iteration 53Q: 3 clusters Score -3.22061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177460 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -32206080.000000 Penalty: 14813.992188
	Iteration 54Q: 3 clusters Score -3.220608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177463 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -32206090.000000 Penalty: 14813.992188
	Iteration 55Q: 3 clusters Score -3.220609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177464 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -32206078.000000 Penalty: 14813.992188
	Iteration 56Q: 3 clusters Score -3.220608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -32206084.000000 Penalty: 14813.992188
	Iteration 57Q: 3 clusters Score -3.220608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177468 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -32206094.000000 Penalty: 14813.992188
	Iteration 58Q: 3 clusters Score -3.220609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177469 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -32206094.000000 Penalty: 14813.992188
	Iteration 59Q: 3 clusters Score -3.220609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177469 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -32206094.000000 Penalty: 14813.992188
	Iteration 60F: 3 clusters Score -3.220609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -229452.343750 Penalty: 4449.646973
	Iteration 0F: 2 clusters Score -229452.3 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 703 members 
Entering Unmasked Estep 
Score: -225012.578125 Penalty: 8899.293945
	Iteration 0F: 3 clusters Score -225012.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -225573.453125 Penalty: 8899.293945
	Iteration 1F: 3 clusters Score -225573.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225865.562500 Penalty: 8899.293945
	Iteration 2F: 3 clusters Score -225865.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -226258.937500 Penalty: 8899.293945
	Iteration 3Q: 3 clusters Score -226258.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -226569.953125 Penalty: 8899.293945
	Iteration 4Q: 3 clusters Score -226570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -226794.453125 Penalty: 8899.293945
	Iteration 5Q: 3 clusters Score -226794.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -226954.312500 Penalty: 8899.293945
	Iteration 6Q: 3 clusters Score -226954.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227139.421875 Penalty: 8899.293945
	Iteration 7Q: 3 clusters Score -227139.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227328.296875 Penalty: 8899.293945
	Iteration 8Q: 3 clusters Score -227328.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -227611.656250 Penalty: 8899.293945
	Iteration 9Q: 3 clusters Score -227611.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -227876.187500 Penalty: 8899.293945
	Iteration 10Q: 3 clusters Score -227876.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -228110.250000 Penalty: 8899.293945
	Iteration 11Q: 3 clusters Score -228110.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -228270.828125 Penalty: 8899.293945
	Iteration 12Q: 3 clusters Score -228270.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -228377.640625 Penalty: 8899.293945
	Iteration 13Q: 3 clusters Score -228377.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -228456.265625 Penalty: 8899.293945
	Iteration 14Q: 3 clusters Score -228456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -228547.062500 Penalty: 8899.293945
	Iteration 15Q: 3 clusters Score -228547.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -228644.125000 Penalty: 8899.293945
	Iteration 16Q: 3 clusters Score -228644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228756.062500 Penalty: 8899.293945
	Iteration 17Q: 3 clusters Score -228756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -228805.937500 Penalty: 8899.293945
	Iteration 18Q: 3 clusters Score -228805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -228836.328125 Penalty: 8899.293945
	Iteration 19Q: 3 clusters Score -228836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -228840.671875 Penalty: 8899.293945
	Iteration 20F: 3 clusters Score -228840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228846.437500 Penalty: 8899.293945
	Iteration 21Q: 3 clusters Score -228846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228846.437500 Penalty: 8899.293945
	Iteration 22F: 3 clusters Score -228846.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -96599.851562 Penalty: 3953.809326
	Iteration 0F: 2 clusters Score -96599.85 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 311 members 
Entering Unmasked Estep 
Score: -93024.718750 Penalty: 7907.618652
	Iteration 0F: 3 clusters Score -93024.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93264.617188 Penalty: 7907.618652
	Iteration 1F: 3 clusters Score -93264.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93338.484375 Penalty: 7907.618652
	Iteration 2Q: 3 clusters Score -93338.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93391.062500 Penalty: 7907.618652
	Iteration 3Q: 3 clusters Score -93391.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93410.617188 Penalty: 7907.618652
	Iteration 4Q: 3 clusters Score -93410.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93424.218750 Penalty: 7907.618652
	Iteration 5Q: 3 clusters Score -93424.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93456.500000 Penalty: 7907.618652
	Iteration 6Q: 3 clusters Score -93456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93539.968750 Penalty: 7907.618652
	Iteration 7Q: 3 clusters Score -93539.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93614.062500 Penalty: 7907.618652
	Iteration 8Q: 3 clusters Score -93614.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93658.820312 Penalty: 7907.618652
	Iteration 9Q: 3 clusters Score -93658.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93721.843750 Penalty: 7907.618652
	Iteration 10Q: 3 clusters Score -93721.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93753.757812 Penalty: 7907.618652
	Iteration 11Q: 3 clusters Score -93753.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93787.078125 Penalty: 7907.618652
	Iteration 12Q: 3 clusters Score -93787.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93806.375000 Penalty: 7907.618652
	Iteration 13Q: 3 clusters Score -93806.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93815.054688 Penalty: 7907.618652
	Iteration 14Q: 3 clusters Score -93815.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93821.257812 Penalty: 7907.618652
	Iteration 15Q: 3 clusters Score -93821.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93842.554688 Penalty: 7907.618652
	Iteration 16Q: 3 clusters Score -93842.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93878.734375 Penalty: 7907.618652
	Iteration 17Q: 3 clusters Score -93878.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93917.468750 Penalty: 7907.618652
	Iteration 18Q: 3 clusters Score -93917.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93955.257812 Penalty: 7907.618652
	Iteration 19Q: 3 clusters Score -93955.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94019.367188 Penalty: 7907.618652
	Iteration 20F: 3 clusters Score -94019.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94076.679688 Penalty: 7907.618652
	Iteration 21Q: 3 clusters Score -94076.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -94119.515625 Penalty: 7907.618652
	Iteration 22Q: 3 clusters Score -94119.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -94185.398438 Penalty: 7907.618652
	Iteration 23Q: 3 clusters Score -94185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94294.664062 Penalty: 7907.618652
	Iteration 24Q: 3 clusters Score -94294.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94459.132812 Penalty: 7907.618652
	Iteration 25Q: 3 clusters Score -94459.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94569.007812 Penalty: 7907.618652
	Iteration 26Q: 3 clusters Score -94569.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94707.273438 Penalty: 7907.618652
	Iteration 27Q: 3 clusters Score -94707.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94745.804688 Penalty: 7907.618652
	Iteration 28Q: 3 clusters Score -94745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -94788.828125 Penalty: 7907.618652
	Iteration 29Q: 3 clusters Score -94788.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -94822.640625 Penalty: 7907.618652
	Iteration 30Q: 3 clusters Score -94822.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94870.960938 Penalty: 7907.618652
	Iteration 31Q: 3 clusters Score -94870.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -94951.250000 Penalty: 7907.618652
	Iteration 32Q: 3 clusters Score -94951.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94993.875000 Penalty: 7907.618652
	Iteration 33Q: 3 clusters Score -94993.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -95031.390625 Penalty: 7907.618652
	Iteration 34Q: 3 clusters Score -95031.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95058.867188 Penalty: 7907.618652
	Iteration 35Q: 3 clusters Score -95058.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95103.531250 Penalty: 7907.618652
	Iteration 36Q: 3 clusters Score -95103.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95156.320312 Penalty: 7907.618652
	Iteration 37Q: 3 clusters Score -95156.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95192.976562 Penalty: 7907.618652
	Iteration 38Q: 3 clusters Score -95192.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95245.421875 Penalty: 7907.618652
	Iteration 39Q: 3 clusters Score -95245.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95293.312500 Penalty: 7907.618652
	Iteration 40F: 3 clusters Score -95293.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95338.304688 Penalty: 7907.618652
	Iteration 41Q: 3 clusters Score -95338.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95377.960938 Penalty: 7907.618652
	Iteration 42Q: 3 clusters Score -95377.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95425.695312 Penalty: 7907.618652
	Iteration 43Q: 3 clusters Score -95425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95448.234375 Penalty: 7907.618652
	Iteration 44Q: 3 clusters Score -95448.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95468.328125 Penalty: 7907.618652
	Iteration 45Q: 3 clusters Score -95468.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95468.328125 Penalty: 7907.618652
	Iteration 46F: 3 clusters Score -95468.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -131420.578125 Penalty: 4175.250488
	Iteration 0F: 2 clusters Score -131420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -127702.515625 Penalty: 8350.500977
	Iteration 0F: 3 clusters Score -127702.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128147.617188 Penalty: 8350.500977
	Iteration 1F: 3 clusters Score -128147.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128381.398438 Penalty: 8350.500977
	Iteration 2F: 3 clusters Score -128381.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128525.796875 Penalty: 8350.500977
	Iteration 3Q: 3 clusters Score -128525.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128630.867188 Penalty: 8350.500977
	Iteration 4Q: 3 clusters Score -128630.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128732.757812 Penalty: 8350.500977
	Iteration 5Q: 3 clusters Score -128732.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128787.234375 Penalty: 8350.500977
	Iteration 6Q: 3 clusters Score -128787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128815.679688 Penalty: 8350.500977
	Iteration 7Q: 3 clusters Score -128815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128830.757812 Penalty: 8350.500977
	Iteration 8Q: 3 clusters Score -128830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128847.507812 Penalty: 8350.500977
	Iteration 9Q: 3 clusters Score -128847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128861.453125 Penalty: 8350.500977
	Iteration 10Q: 3 clusters Score -128861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128875.789062 Penalty: 8350.500977
	Iteration 11Q: 3 clusters Score -128875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128885.234375 Penalty: 8350.500977
	Iteration 12Q: 3 clusters Score -128885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128892.750000 Penalty: 8350.500977
	Iteration 13Q: 3 clusters Score -128892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128893.601562 Penalty: 8350.500977
	Iteration 14Q: 3 clusters Score -128893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128893.914062 Penalty: 8350.500977
	Iteration 15F: 3 clusters Score -128893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128934.046875 Penalty: 8350.500977
	Iteration 16Q: 3 clusters Score -128934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128942.343750 Penalty: 8350.500977
	Iteration 17Q: 3 clusters Score -128942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128946.851562 Penalty: 8350.500977
	Iteration 18Q: 3 clusters Score -128946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128949.171875 Penalty: 8350.500977
	Iteration 19Q: 3 clusters Score -128949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128949.171875 Penalty: 8350.500977
	Iteration 20F: 3 clusters Score -128949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Entering Unmasked Estep 
Score: -2929840.500000 Penalty: 5934.205566
	Iteration 0F: 2 clusters Score -2929840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2915803.500000 Penalty: 11868.411133
	Iteration 0F: 3 clusters Score -2915804 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2919246.250000 Penalty: 11868.411133
	Iteration 1F: 3 clusters Score -2919246 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2919800.750000 Penalty: 11868.411133
	Iteration 2F: 3 clusters Score -2919801 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2920221.000000 Penalty: 11868.411133
	Iteration 3Q: 3 clusters Score -2920221 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2920531.500000 Penalty: 11868.411133
	Iteration 4Q: 3 clusters Score -2920532 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2920771.000000 Penalty: 11868.411133
	Iteration 5Q: 3 clusters Score -2920771 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2920983.250000 Penalty: 11868.411133
	Iteration 6Q: 3 clusters Score -2920983 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2921152.250000 Penalty: 11868.411133
	Iteration 7Q: 3 clusters Score -2921152 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2921331.750000 Penalty: 11868.411133
	Iteration 8Q: 3 clusters Score -2921332 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2921498.000000 Penalty: 11868.411133
	Iteration 9Q: 3 clusters Score -2921498 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2921637.250000 Penalty: 11868.411133
	Iteration 10Q: 3 clusters Score -2921637 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2921770.500000 Penalty: 11868.411133
	Iteration 11Q: 3 clusters Score -2921770 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2921908.750000 Penalty: 11868.411133
	Iteration 12Q: 3 clusters Score -2921909 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2922058.750000 Penalty: 11868.411133
	Iteration 13Q: 3 clusters Score -2922059 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2922219.750000 Penalty: 11868.411133
	Iteration 14Q: 3 clusters Score -2922220 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2922381.750000 Penalty: 11868.411133
	Iteration 15Q: 3 clusters Score -2922382 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2922578.000000 Penalty: 11868.411133
	Iteration 16Q: 3 clusters Score -2922578 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2922780.250000 Penalty: 11868.411133
	Iteration 17Q: 3 clusters Score -2922780 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2922971.000000 Penalty: 11868.411133
	Iteration 18Q: 3 clusters Score -2922971 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2923225.250000 Penalty: 11868.411133
	Iteration 19Q: 3 clusters Score -2923225 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2923448.000000 Penalty: 11868.411133
	Iteration 20F: 3 clusters Score -2923448 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2923664.250000 Penalty: 11868.411133
	Iteration 21Q: 3 clusters Score -2923664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2923894.500000 Penalty: 11868.411133
	Iteration 22Q: 3 clusters Score -2923894 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2924091.750000 Penalty: 11868.411133
	Iteration 23Q: 3 clusters Score -2924092 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2924277.500000 Penalty: 11868.411133
	Iteration 24Q: 3 clusters Score -2924278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2924430.750000 Penalty: 11868.411133
	Iteration 25Q: 3 clusters Score -2924431 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2924574.000000 Penalty: 11868.411133
	Iteration 26Q: 3 clusters Score -2924574 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2924705.250000 Penalty: 11868.411133
	Iteration 27Q: 3 clusters Score -2924705 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2924813.250000 Penalty: 11868.411133
	Iteration 28Q: 3 clusters Score -2924813 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2924882.500000 Penalty: 11868.411133
	Iteration 29Q: 3 clusters Score -2924882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2924936.500000 Penalty: 11868.411133
	Iteration 30Q: 3 clusters Score -2924936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2924983.000000 Penalty: 11868.411133
	Iteration 31Q: 3 clusters Score -2924983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2925037.250000 Penalty: 11868.411133
	Iteration 32Q: 3 clusters Score -2925037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2925056.250000 Penalty: 11868.411133
	Iteration 33Q: 3 clusters Score -2925056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2925069.000000 Penalty: 11868.411133
	Iteration 34Q: 3 clusters Score -2925069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2925092.250000 Penalty: 11868.411133
	Iteration 35Q: 3 clusters Score -2925092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2925094.500000 Penalty: 11868.411133
	Iteration 36Q: 3 clusters Score -2925094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2925111.250000 Penalty: 11868.411133
	Iteration 37Q: 3 clusters Score -2925111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2925123.750000 Penalty: 11868.411133
	Iteration 38Q: 3 clusters Score -2925124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2925136.750000 Penalty: 11868.411133
	Iteration 39Q: 3 clusters Score -2925137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2925151.250000 Penalty: 11868.411133
	Iteration 40F: 3 clusters Score -2925151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2925169.250000 Penalty: 11868.411133
	Iteration 41Q: 3 clusters Score -2925169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2925174.000000 Penalty: 11868.411133
	Iteration 42Q: 3 clusters Score -2925174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2925172.500000 Penalty: 11868.411133
	Iteration 43Q: 3 clusters Score -2925172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2925177.250000 Penalty: 11868.411133
	Iteration 44Q: 3 clusters Score -2925177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2925176.250000 Penalty: 11868.411133
	Iteration 45Q: 3 clusters Score -2925176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2925180.000000 Penalty: 11868.411133
	Iteration 46Q: 3 clusters Score -2925180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2925182.500000 Penalty: 11868.411133
	Iteration 47Q: 3 clusters Score -2925182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2925182.500000 Penalty: 11868.411133
	Iteration 48Q: 3 clusters Score -2925182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2925180.750000 Penalty: 11868.411133
	Iteration 49Q: 3 clusters Score -2925181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2925180.750000 Penalty: 11868.411133
	Iteration 50F: 3 clusters Score -2925181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Entering Unmasked Estep 
Score: -1777346.500000 Penalty: 5632.697754
	Iteration 0F: 2 clusters Score -1777346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1767174.250000 Penalty: 11265.395508
	Iteration 0F: 3 clusters Score -1767174 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1769304.125000 Penalty: 11265.395508
	Iteration 1F: 3 clusters Score -1769304 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1769882.250000 Penalty: 11265.395508
	Iteration 2F: 3 clusters Score -1769882 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1770309.625000 Penalty: 11265.395508
	Iteration 3F: 3 clusters Score -1770310 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1770702.000000 Penalty: 11265.395508
	Iteration 4Q: 3 clusters Score -1770702 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1771102.500000 Penalty: 11265.395508
	Iteration 5Q: 3 clusters Score -1771102 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1771472.125000 Penalty: 11265.395508
	Iteration 6Q: 3 clusters Score -1771472 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1771783.250000 Penalty: 11265.395508
	Iteration 7Q: 3 clusters Score -1771783 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1772044.250000 Penalty: 11265.395508
	Iteration 8Q: 3 clusters Score -1772044 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1772269.000000 Penalty: 11265.395508
	Iteration 9Q: 3 clusters Score -1772269 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1772464.000000 Penalty: 11265.395508
	Iteration 10Q: 3 clusters Score -1772464 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1772617.000000 Penalty: 11265.395508
	Iteration 11Q: 3 clusters Score -1772617 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1772746.125000 Penalty: 11265.395508
	Iteration 12Q: 3 clusters Score -1772746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1772849.625000 Penalty: 11265.395508
	Iteration 13Q: 3 clusters Score -1772850 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1772922.000000 Penalty: 11265.395508
	Iteration 14Q: 3 clusters Score -1772922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1772975.875000 Penalty: 11265.395508
	Iteration 15Q: 3 clusters Score -1772976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1773031.250000 Penalty: 11265.395508
	Iteration 16Q: 3 clusters Score -1773031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1773060.750000 Penalty: 11265.395508
	Iteration 17Q: 3 clusters Score -1773061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1773087.500000 Penalty: 11265.395508
	Iteration 18Q: 3 clusters Score -1773088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1773124.750000 Penalty: 11265.395508
	Iteration 19Q: 3 clusters Score -1773125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1773139.375000 Penalty: 11265.395508
	Iteration 20F: 3 clusters Score -1773139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1773152.250000 Penalty: 11265.395508
	Iteration 21Q: 3 clusters Score -1773152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1773166.250000 Penalty: 11265.395508
	Iteration 22Q: 3 clusters Score -1773166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1773180.875000 Penalty: 11265.395508
	Iteration 23Q: 3 clusters Score -1773181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1773191.250000 Penalty: 11265.395508
	Iteration 24Q: 3 clusters Score -1773191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1773200.250000 Penalty: 11265.395508
	Iteration 25Q: 3 clusters Score -1773200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1773205.250000 Penalty: 11265.395508
	Iteration 26Q: 3 clusters Score -1773205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1773215.500000 Penalty: 11265.395508
	Iteration 27Q: 3 clusters Score -1773216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1773226.750000 Penalty: 11265.395508
	Iteration 28Q: 3 clusters Score -1773227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1773234.875000 Penalty: 11265.395508
	Iteration 29Q: 3 clusters Score -1773235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1773247.000000 Penalty: 11265.395508
	Iteration 30Q: 3 clusters Score -1773247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1773255.500000 Penalty: 11265.395508
	Iteration 31Q: 3 clusters Score -1773256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1773257.500000 Penalty: 11265.395508
	Iteration 32Q: 3 clusters Score -1773258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1773262.125000 Penalty: 11265.395508
	Iteration 33Q: 3 clusters Score -1773262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1773272.250000 Penalty: 11265.395508
	Iteration 34Q: 3 clusters Score -1773272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1773276.750000 Penalty: 11265.395508
	Iteration 35Q: 3 clusters Score -1773277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1773281.250000 Penalty: 11265.395508
	Iteration 36Q: 3 clusters Score -1773281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1773291.875000 Penalty: 11265.395508
	Iteration 37Q: 3 clusters Score -1773292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1773286.375000 Penalty: 11265.395508
	Iteration 38Q: 3 clusters Score -1773286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1773290.500000 Penalty: 11265.395508
	Iteration 39Q: 3 clusters Score -1773290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1773289.500000 Penalty: 11265.395508
	Iteration 40F: 3 clusters Score -1773290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1773297.375000 Penalty: 11265.395508
	Iteration 41Q: 3 clusters Score -1773297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1773295.625000 Penalty: 11265.395508
	Iteration 42Q: 3 clusters Score -1773296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1773297.625000 Penalty: 11265.395508
	Iteration 43Q: 3 clusters Score -1773298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1773296.250000 Penalty: 11265.395508
	Iteration 44Q: 3 clusters Score -1773296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1773300.125000 Penalty: 11265.395508
	Iteration 45Q: 3 clusters Score -1773300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1773298.750000 Penalty: 11265.395508
	Iteration 46Q: 3 clusters Score -1773299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1773296.250000 Penalty: 11265.395508
	Iteration 47Q: 3 clusters Score -1773296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1773298.875000 Penalty: 11265.395508
	Iteration 48Q: 3 clusters Score -1773299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1773300.875000 Penalty: 11265.395508
	Iteration 49Q: 3 clusters Score -1773301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1773300.875000 Penalty: 11265.395508
	Iteration 50F: 3 clusters Score -1773301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -92842.437500 Penalty: 3997.478271
	Iteration 0F: 2 clusters Score -92842.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89463.687500 Penalty: 7994.956543
	Iteration 0F: 3 clusters Score -89463.69 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90285.468750 Penalty: 7994.956543
	Iteration 1F: 3 clusters Score -90285.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90863.054688 Penalty: 7994.956543
	Iteration 2F: 3 clusters Score -90863.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91721.156250 Penalty: 7994.956543
	Iteration 3F: 3 clusters Score -91721.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -92535.625000 Penalty: 7994.956543
	Iteration 4F: 3 clusters Score -92535.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93067.882812 Penalty: 7994.956543
	Iteration 5Q: 3 clusters Score -93067.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93522.882812 Penalty: 7994.956543
	Iteration 6Q: 3 clusters Score -93522.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93988.820312 Penalty: 7994.956543
	Iteration 7Q: 3 clusters Score -93988.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -94344.687500 Penalty: 7994.956543
	Iteration 8Q: 3 clusters Score -94344.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94367.515625 Penalty: 7994.956543
	Iteration 9Q: 3 clusters Score -94367.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94390.773438 Penalty: 7994.956543
	Iteration 10Q: 3 clusters Score -94390.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -94406.867188 Penalty: 7994.956543
	Iteration 11Q: 3 clusters Score -94406.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94422.875000 Penalty: 7994.956543
	Iteration 12Q: 3 clusters Score -94422.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -94442.117188 Penalty: 7994.956543
	Iteration 13Q: 3 clusters Score -94442.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -94461.304688 Penalty: 7994.956543
	Iteration 14Q: 3 clusters Score -94461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94486.734375 Penalty: 7994.956543
	Iteration 15Q: 3 clusters Score -94486.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94486.734375 Penalty: 7994.956543
	Iteration 16F: 3 clusters Score -94486.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1986 members 
Mstep: Class 30 contains 63753 members 
Mstep: Class 31 contains 229 members 
Entering Unmasked Estep 
Score: -226847968.000000 Penalty: 267010.843750
Splitting cluster 26 changes total score from -226850768.000000 to -226847968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -133849.703125 Penalty: 4165.785645
	Iteration 0F: 2 clusters Score -133849.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130075.820312 Penalty: 8331.571289
	Iteration 0F: 3 clusters Score -130075.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -130733.515625 Penalty: 8331.571289
	Iteration 1F: 3 clusters Score -130733.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131262.375000 Penalty: 8331.571289
	Iteration 2F: 3 clusters Score -131262.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131928.312500 Penalty: 8331.571289
	Iteration 3Q: 3 clusters Score -131928.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132100.437500 Penalty: 8331.571289
	Iteration 4Q: 3 clusters Score -132100.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132180.109375 Penalty: 8331.571289
	Iteration 5Q: 3 clusters Score -132180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132279.921875 Penalty: 8331.571289
	Iteration 6Q: 3 clusters Score -132279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132401.906250 Penalty: 8331.571289
	Iteration 7Q: 3 clusters Score -132401.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132526.937500 Penalty: 8331.571289
	Iteration 8Q: 3 clusters Score -132526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132552.375000 Penalty: 8331.571289
	Iteration 9Q: 3 clusters Score -132552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132563.703125 Penalty: 8331.571289
	Iteration 10Q: 3 clusters Score -132563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132566.656250 Penalty: 8331.571289
	Iteration 11Q: 3 clusters Score -132566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132569.718750 Penalty: 8331.571289
	Iteration 12Q: 3 clusters Score -132569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132569.718750 Penalty: 8331.571289
	Iteration 13F: 3 clusters Score -132569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -795065.750000 Penalty: 5172.989258
	Iteration 0F: 2 clusters Score -795065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -788246.187500 Penalty: 10345.978516
	Iteration 0F: 3 clusters Score -788246.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -789315.250000 Penalty: 10345.978516
	Iteration 1F: 3 clusters Score -789315.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -789687.875000 Penalty: 10345.978516
	Iteration 2F: 3 clusters Score -789687.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -789968.437500 Penalty: 10345.978516
	Iteration 3F: 3 clusters Score -789968.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -790243.125000 Penalty: 10345.978516
	Iteration 4Q: 3 clusters Score -790243.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -790517.437500 Penalty: 10345.978516
	Iteration 5Q: 3 clusters Score -790517.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -790818.937500 Penalty: 10345.978516
	Iteration 6Q: 3 clusters Score -790818.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -791153.187500 Penalty: 10345.978516
	Iteration 7F: 3 clusters Score -791153.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -791457.312500 Penalty: 10345.978516
	Iteration 8F: 3 clusters Score -791457.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -791719.812500 Penalty: 10345.978516
	Iteration 9Q: 3 clusters Score -791719.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -791871.937500 Penalty: 10345.978516
	Iteration 10Q: 3 clusters Score -791871.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -791970.375000 Penalty: 10345.978516
	Iteration 11Q: 3 clusters Score -791970.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -792048.187500 Penalty: 10345.978516
	Iteration 12Q: 3 clusters Score -792048.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -792094.687500 Penalty: 10345.978516
	Iteration 13Q: 3 clusters Score -792094.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -792128.187500 Penalty: 10345.978516
	Iteration 14Q: 3 clusters Score -792128.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -792147.500000 Penalty: 10345.978516
	Iteration 15Q: 3 clusters Score -792147.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -792156.500000 Penalty: 10345.978516
	Iteration 16Q: 3 clusters Score -792156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -792163.687500 Penalty: 10345.978516
	Iteration 17Q: 3 clusters Score -792163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -792168.687500 Penalty: 10345.978516
	Iteration 18Q: 3 clusters Score -792168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -792170.312500 Penalty: 10345.978516
	Iteration 19Q: 3 clusters Score -792170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -792170.312500 Penalty: 10345.978516
	Iteration 20F: 3 clusters Score -792170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -320855.000000 Penalty: 4651.250000
	Iteration 0F: 2 clusters Score -320855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -315919.250000 Penalty: 9302.500000
	Iteration 0F: 3 clusters Score -315919.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -316520.843750 Penalty: 9302.500000
	Iteration 1F: 3 clusters Score -316520.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -316738.000000 Penalty: 9302.500000
	Iteration 2F: 3 clusters Score -316738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -316924.125000 Penalty: 9302.500000
	Iteration 3Q: 3 clusters Score -316924.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -317173.250000 Penalty: 9302.500000
	Iteration 4Q: 3 clusters Score -317173.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -317523.093750 Penalty: 9302.500000
	Iteration 5Q: 3 clusters Score -317523.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -317901.906250 Penalty: 9302.500000
	Iteration 6F: 3 clusters Score -317901.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -318362.937500 Penalty: 9302.500000
	Iteration 7F: 3 clusters Score -318362.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -318789.625000 Penalty: 9302.500000
	Iteration 8F: 3 clusters Score -318789.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -319270.906250 Penalty: 9302.500000
	Iteration 9F: 3 clusters Score -319270.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -319755.531250 Penalty: 9302.500000
	Iteration 10Q: 3 clusters Score -319755.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -319921.187500 Penalty: 9302.500000
	Iteration 11Q: 3 clusters Score -319921.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -320048.312500 Penalty: 9302.500000
	Iteration 12Q: 3 clusters Score -320048.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -320252.750000 Penalty: 9302.500000
	Iteration 13Q: 3 clusters Score -320252.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -320388.125000 Penalty: 9302.500000
	Iteration 14Q: 3 clusters Score -320388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -320521.000000 Penalty: 9302.500000
	Iteration 15Q: 3 clusters Score -320521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -320724.187500 Penalty: 9302.500000
	Iteration 16Q: 3 clusters Score -320724.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321010.687500 Penalty: 9302.500000
	Iteration 17Q: 3 clusters Score -321010.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321443.281250 Penalty: 9302.500000
	Iteration 18Q: 3 clusters Score -321443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321529.937500 Penalty: 9302.500000
	Iteration 19Q: 3 clusters Score -321529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -321550.281250 Penalty: 9302.500000
	Iteration 20F: 3 clusters Score -321550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18922 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 476793 members 
Mstep: Class 5 contains 51691 members 
Mstep: Class 6 contains 17404 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 1402 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 38111 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 97020 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 34726 members 
Mstep: Class 20 contains 178627 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 9860 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 777 members 
Mstep: Class 30 contains 63753 members 
Mstep: Class 31 contains 1209 members 
Entering Unmasked Estep 
Score: -226847152.000000 Penalty: 267010.843750
Splitting cluster 29 changes total score from -226850768.000000 to -226847152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (63753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Entering Unmasked Estep 
Score: -11551862.000000 Penalty: 6775.947754
	Iteration 0F: 2 clusters Score -1.155186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -11507150.000000 Penalty: 13551.895508
	Iteration 0F: 3 clusters Score -1.150715e+07 nChanged 28688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -11522365.000000 Penalty: 13551.895508
	Iteration 1F: 3 clusters Score -1.152236e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -11523237.000000 Penalty: 13551.895508
	Iteration 2Q: 3 clusters Score -1.152324e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -11523950.000000 Penalty: 13551.895508
	Iteration 3Q: 3 clusters Score -1.152395e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -11524650.000000 Penalty: 13551.895508
	Iteration 4Q: 3 clusters Score -1.152465e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -11525256.000000 Penalty: 13551.895508
	Iteration 5Q: 3 clusters Score -1.152526e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -11525737.000000 Penalty: 13551.895508
	Iteration 6Q: 3 clusters Score -1.152574e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -11526210.000000 Penalty: 13551.895508
	Iteration 7Q: 3 clusters Score -1.152621e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -11526739.000000 Penalty: 13551.895508
	Iteration 8Q: 3 clusters Score -1.152674e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -11527281.000000 Penalty: 13551.895508
	Iteration 9Q: 3 clusters Score -1.152728e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -11527786.000000 Penalty: 13551.895508
	Iteration 10Q: 3 clusters Score -1.152779e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -11528489.000000 Penalty: 13551.895508
	Iteration 11Q: 3 clusters Score -1.152849e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -11529077.000000 Penalty: 13551.895508
	Iteration 12Q: 3 clusters Score -1.152908e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -11529778.000000 Penalty: 13551.895508
	Iteration 13Q: 3 clusters Score -1.152978e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -11530538.000000 Penalty: 13551.895508
	Iteration 14Q: 3 clusters Score -1.153054e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -11531440.000000 Penalty: 13551.895508
	Iteration 15Q: 3 clusters Score -1.153144e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -11532527.000000 Penalty: 13551.895508
	Iteration 16Q: 3 clusters Score -1.153253e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -11533640.000000 Penalty: 13551.895508
	Iteration 17Q: 3 clusters Score -1.153364e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -11534807.000000 Penalty: 13551.895508
	Iteration 18Q: 3 clusters Score -1.153481e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -11536216.000000 Penalty: 13551.895508
	Iteration 19Q: 3 clusters Score -1.153622e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -11537591.000000 Penalty: 13551.895508
	Iteration 20F: 3 clusters Score -1.153759e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -11538956.000000 Penalty: 13551.895508
	Iteration 21Q: 3 clusters Score -1.153896e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -11540259.000000 Penalty: 13551.895508
	Iteration 22Q: 3 clusters Score -1.154026e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -11541459.000000 Penalty: 13551.895508
	Iteration 23Q: 3 clusters Score -1.154146e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -11542558.000000 Penalty: 13551.895508
	Iteration 24Q: 3 clusters Score -1.154256e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -11543476.000000 Penalty: 13551.895508
	Iteration 25Q: 3 clusters Score -1.154348e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -11544140.000000 Penalty: 13551.895508
	Iteration 26Q: 3 clusters Score -1.154414e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11544604.000000 Penalty: 13551.895508
	Iteration 27Q: 3 clusters Score -1.15446e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11545014.000000 Penalty: 13551.895508
	Iteration 28Q: 3 clusters Score -1.154501e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -11545266.000000 Penalty: 13551.895508
	Iteration 29Q: 3 clusters Score -1.154527e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11545475.000000 Penalty: 13551.895508
	Iteration 30Q: 3 clusters Score -1.154548e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11545623.000000 Penalty: 13551.895508
	Iteration 31Q: 3 clusters Score -1.154562e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11545752.000000 Penalty: 13551.895508
	Iteration 32Q: 3 clusters Score -1.154575e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -11545841.000000 Penalty: 13551.895508
	Iteration 33Q: 3 clusters Score -1.154584e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11545916.000000 Penalty: 13551.895508
	Iteration 34Q: 3 clusters Score -1.154592e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -11545956.000000 Penalty: 13551.895508
	Iteration 35Q: 3 clusters Score -1.154596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11545993.000000 Penalty: 13551.895508
	Iteration 36Q: 3 clusters Score -1.154599e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11546004.000000 Penalty: 13551.895508
	Iteration 37Q: 3 clusters Score -1.1546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11546029.000000 Penalty: 13551.895508
	Iteration 38Q: 3 clusters Score -1.154603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11546044.000000 Penalty: 13551.895508
	Iteration 39Q: 3 clusters Score -1.154604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11546091.000000 Penalty: 13551.895508
	Iteration 40F: 3 clusters Score -1.154609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11546107.000000 Penalty: 13551.895508
	Iteration 41Q: 3 clusters Score -1.154611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11546112.000000 Penalty: 13551.895508
	Iteration 42Q: 3 clusters Score -1.154611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11546131.000000 Penalty: 13551.895508
	Iteration 43Q: 3 clusters Score -1.154613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11546137.000000 Penalty: 13551.895508
	Iteration 44Q: 3 clusters Score -1.154614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11546134.000000 Penalty: 13551.895508
	Iteration 45Q: 3 clusters Score -1.154613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11546136.000000 Penalty: 13551.895508
	Iteration 46Q: 3 clusters Score -1.154614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11546139.000000 Penalty: 13551.895508
	Iteration 47Q: 3 clusters Score -1.154614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11546150.000000 Penalty: 13551.895508
	Iteration 48Q: 3 clusters Score -1.154615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11546155.000000 Penalty: 13551.895508
	Iteration 49Q: 3 clusters Score -1.154616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11546150.000000 Penalty: 13551.895508
	Iteration 50Q: 3 clusters Score -1.154615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11546150.000000 Penalty: 13551.895508
	Iteration 51Q: 3 clusters Score -1.154615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11546165.000000 Penalty: 13551.895508
	Iteration 52Q: 3 clusters Score -1.154616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11546171.000000 Penalty: 13551.895508
	Iteration 53Q: 3 clusters Score -1.154617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11546166.000000 Penalty: 13551.895508
	Iteration 54Q: 3 clusters Score -1.154617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11546171.000000 Penalty: 13551.895508
	Iteration 55Q: 3 clusters Score -1.154617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11546171.000000 Penalty: 13551.895508
	Iteration 56Q: 3 clusters Score -1.154617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11546171.000000 Penalty: 13551.895508
	Iteration 57F: 3 clusters Score -1.154617e+07 nChanged 0
--- Evaluating fit on full set of 3840322 points ---
Entering Unmasked Estep 
Score: -694511360.000000 Penalty: 278584.593750
21->31 Clusters: Score -694511360.000000, best is -694492800.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1280107 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 60847 members 
Mstep: Class 3 contains 61257 members 
Mstep: Class 4 contains 61046 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 61123 members 
Mstep: Class 7 contains 60804 members 
Mstep: Class 8 contains 60935 members 
Mstep: Class 9 contains 60665 members 
Mstep: Class 10 contains 61111 members 
Mstep: Class 11 contains 60966 members 
Mstep: Class 12 contains 61035 members 
Mstep: Class 13 contains 60584 members 
Mstep: Class 14 contains 61223 members 
Mstep: Class 15 contains 60737 members 
Mstep: Class 16 contains 60920 members 
Mstep: Class 17 contains 61100 members 
Mstep: Class 18 contains 60839 members 
Mstep: Class 19 contains 60928 members 
Mstep: Class 20 contains 60791 members 
Mstep: Class 21 contains 61183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 867.378601 but Gain 8613.250000
Score: -216123760.000000 Penalty: 172265.062500
Iteration 0F: 21 clusters Score -2.161238e+08 nChanged 1211910
Entering Unmasked Mstep 
Mstep: Class 0 contains 5396 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 128736 members 
Mstep: Class 3 contains 51372 members 
Mstep: Class 4 contains 91502 members 
Mstep: Class 5 contains 24468 members 
Mstep: Class 6 contains 37891 members 
Mstep: Class 7 contains 10544 members 
Mstep: Class 8 contains 43454 members 
Mstep: Class 9 contains 29453 members 
Mstep: Class 10 contains 29098 members 
Mstep: Class 11 contains 7806 members 
Mstep: Class 12 contains 35957 members 
Mstep: Class 13 contains 90919 members 
Mstep: Class 14 contains 198792 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 17 contains 41177 members 
Mstep: Class 18 contains 73604 members 
Mstep: Class 19 contains 27275 members 
Mstep: Class 20 contains 280291 members 
Mstep: Class 21 contains 16142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223143872.000000 Penalty: 172265.062500
Iteration 1F: 21 clusters Score -2.231439e+08 nChanged 493281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4458 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 169296 members 
Mstep: Class 3 contains 28596 members 
Mstep: Class 4 contains 66364 members 
Mstep: Class 5 contains 17732 members 
Mstep: Class 6 contains 16351 members 
Mstep: Class 7 contains 14119 members 
Mstep: Class 8 contains 43020 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 10 contains 20815 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 81302 members 
Mstep: Class 14 contains 277870 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 17 contains 27678 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 19 contains 39308 members 
Mstep: Class 20 contains 322548 members 
Mstep: Class 21 contains 7569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224601328.000000 Penalty: 172265.062500
Iteration 2F: 21 clusters Score -2.246013e+08 nChanged 347635
Entering Unmasked Mstep 
Mstep: Class 0 contains 2726 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 242541 members 
Mstep: Class 3 contains 17506 members 
Mstep: Class 4 contains 38611 members 
Mstep: Class 5 contains 20597 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 12738 members 
Mstep: Class 8 contains 54636 members 
Mstep: Class 9 contains 22802 members 
Mstep: Class 10 contains 16558 members 
Mstep: Class 11 contains 1819 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 13 contains 64920 members 
Mstep: Class 14 contains 311686 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 17 contains 14028 members 
Mstep: Class 18 contains 38133 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 293642 members 
Mstep: Class 21 contains 6718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 7758.101074 but Gain 8613.250000
Score: -225375104.000000 Penalty: 163651.812500
Iteration 3F: 20 clusters Score -2.253751e+08 nChanged 257866
Entering Unmasked Mstep 
Mstep: Class 0 contains 1307 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 325295 members 
Mstep: Class 3 contains 15147 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 23900 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 7 contains 9142 members 
Mstep: Class 8 contains 65823 members 
Mstep: Class 9 contains 17779 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 10741 members 
Mstep: Class 13 contains 56716 members 
Mstep: Class 14 contains 321837 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 18 contains 29098 members 
Mstep: Class 19 contains 43248 members 
Mstep: Class 20 contains 241149 members 
Mstep: Class 21 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225917472.000000 Penalty: 163651.812500
Iteration 4F: 20 clusters Score -2.259175e+08 nChanged 181253
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 386292 members 
Mstep: Class 3 contains 13812 members 
Mstep: Class 4 contains 15935 members 
Mstep: Class 5 contains 23055 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 71910 members 
Mstep: Class 9 contains 13594 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 52248 members 
Mstep: Class 14 contains 321849 members 
Mstep: Class 15 contains 4140 members 
Mstep: Class 18 contains 26797 members 
Mstep: Class 19 contains 39540 members 
Mstep: Class 20 contains 190721 members 
Mstep: Class 21 contains 5620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226120560.000000 Penalty: 163651.812500
Iteration 5F: 20 clusters Score -2.261206e+08 nChanged 142763
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 430835 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 13039 members 
Mstep: Class 5 contains 20139 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 4184 members 
Mstep: Class 8 contains 74494 members 
Mstep: Class 9 contains 13509 members 
Mstep: Class 10 contains 23808 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 48222 members 
Mstep: Class 14 contains 319198 members 
Mstep: Class 15 contains 4161 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 34763 members 
Mstep: Class 20 contains 150241 members 
Mstep: Class 21 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226244880.000000 Penalty: 163651.812500
Iteration 6F: 20 clusters Score -2.262449e+08 nChanged 115903
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 463734 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 16262 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 75387 members 
Mstep: Class 9 contains 15333 members 
Mstep: Class 10 contains 28208 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 7547 members 
Mstep: Class 13 contains 44238 members 
Mstep: Class 14 contains 315850 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 18 contains 31500 members 
Mstep: Class 19 contains 30971 members 
Mstep: Class 20 contains 117627 members 
Mstep: Class 21 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226329456.000000 Penalty: 163651.812500
Iteration 7F: 20 clusters Score -2.263295e+08 nChanged 93478
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 487556 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 12743 members 
Mstep: Class 6 contains 25402 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 17422 members 
Mstep: Class 10 contains 31621 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 6814 members 
Mstep: Class 13 contains 40789 members 
Mstep: Class 14 contains 313725 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 18 contains 34188 members 
Mstep: Class 19 contains 28397 members 
Mstep: Class 20 contains 91958 members 
Mstep: Class 21 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226379840.000000 Penalty: 163651.812500
Iteration 8F: 20 clusters Score -2.263798e+08 nChanged 74737
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 502642 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 9934 members 
Mstep: Class 6 contains 32038 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 75225 members 
Mstep: Class 9 contains 19486 members 
Mstep: Class 10 contains 34382 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 39209 members 
Mstep: Class 14 contains 312565 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 18 contains 36311 members 
Mstep: Class 19 contains 26735 members 
Mstep: Class 20 contains 73003 members 
Mstep: Class 21 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226421088.000000 Penalty: 163651.812500
Iteration 9F: 20 clusters Score -2.264211e+08 nChanged 59267
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 512651 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 74965 members 
Mstep: Class 9 contains 21473 members 
Mstep: Class 10 contains 36603 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 39212 members 
Mstep: Class 14 contains 310680 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 18 contains 37912 members 
Mstep: Class 19 contains 25713 members 
Mstep: Class 20 contains 60317 members 
Mstep: Class 21 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226444704.000000 Penalty: 163651.812500
Iteration 10Q: 20 clusters Score -2.264447e+08 nChanged 46842
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 518519 members 
Mstep: Class 3 contains 10779 members 
Mstep: Class 4 contains 11610 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 40692 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 74906 members 
Mstep: Class 9 contains 23293 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 307976 members 
Mstep: Class 15 contains 4087 members 
Mstep: Class 18 contains 39246 members 
Mstep: Class 19 contains 25047 members 
Mstep: Class 20 contains 52782 members 
Mstep: Class 21 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226461168.000000 Penalty: 163651.812500
Iteration 11Q: 20 clusters Score -2.264612e+08 nChanged 38746
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 522685 members 
Mstep: Class 3 contains 10630 members 
Mstep: Class 4 contains 11595 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 42822 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 75004 members 
Mstep: Class 9 contains 24995 members 
Mstep: Class 10 contains 39645 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 7251 members 
Mstep: Class 13 contains 43100 members 
Mstep: Class 14 contains 304153 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 18 contains 40331 members 
Mstep: Class 19 contains 24621 members 
Mstep: Class 20 contains 48357 members 
Mstep: Class 21 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226473040.000000 Penalty: 163651.812500
Iteration 12Q: 20 clusters Score -2.26473e+08 nChanged 32818
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 525318 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 44088 members 
Mstep: Class 7 contains 3019 members 
Mstep: Class 8 contains 75311 members 
Mstep: Class 9 contains 26572 members 
Mstep: Class 10 contains 40671 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 46327 members 
Mstep: Class 14 contains 299966 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 18 contains 41367 members 
Mstep: Class 19 contains 24375 members 
Mstep: Class 20 contains 45695 members 
Mstep: Class 21 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226485760.000000 Penalty: 163651.812500
Iteration 13Q: 20 clusters Score -2.264858e+08 nChanged 29420
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 526752 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 11325 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 44806 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 75692 members 
Mstep: Class 9 contains 28069 members 
Mstep: Class 10 contains 41457 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 8446 members 
Mstep: Class 13 contains 50409 members 
Mstep: Class 14 contains 295665 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 18 contains 42258 members 
Mstep: Class 19 contains 24176 members 
Mstep: Class 20 contains 43892 members 
Mstep: Class 21 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226496096.000000 Penalty: 163651.812500
Iteration 14Q: 20 clusters Score -2.264961e+08 nChanged 26757
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 527241 members 
Mstep: Class 3 contains 10393 members 
Mstep: Class 4 contains 11031 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 45199 members 
Mstep: Class 7 contains 3236 members 
Mstep: Class 8 contains 76189 members 
Mstep: Class 9 contains 29554 members 
Mstep: Class 10 contains 42020 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 9099 members 
Mstep: Class 13 contains 54927 members 
Mstep: Class 14 contains 291485 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 18 contains 42992 members 
Mstep: Class 19 contains 24016 members 
Mstep: Class 20 contains 42580 members 
Mstep: Class 21 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226506224.000000 Penalty: 163651.812500
Iteration 15Q: 20 clusters Score -2.265062e+08 nChanged 24320
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 527006 members 
Mstep: Class 3 contains 10378 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 76791 members 
Mstep: Class 9 contains 30935 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 9726 members 
Mstep: Class 13 contains 59647 members 
Mstep: Class 14 contains 287721 members 
Mstep: Class 15 contains 4073 members 
Mstep: Class 18 contains 43588 members 
Mstep: Class 19 contains 23885 members 
Mstep: Class 20 contains 41484 members 
Mstep: Class 21 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226515232.000000 Penalty: 163651.812500
Iteration 16Q: 20 clusters Score -2.265152e+08 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 526354 members 
Mstep: Class 3 contains 10404 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 45489 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 77400 members 
Mstep: Class 9 contains 32198 members 
Mstep: Class 10 contains 42735 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 10431 members 
Mstep: Class 13 contains 64207 members 
Mstep: Class 14 contains 284388 members 
Mstep: Class 15 contains 4070 members 
Mstep: Class 18 contains 44103 members 
Mstep: Class 19 contains 23838 members 
Mstep: Class 20 contains 40563 members 
Mstep: Class 21 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226522224.000000 Penalty: 163651.812500
Iteration 17Q: 20 clusters Score -2.265222e+08 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 525230 members 
Mstep: Class 3 contains 10418 members 
Mstep: Class 4 contains 9930 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 45562 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 77952 members 
Mstep: Class 9 contains 33450 members 
Mstep: Class 10 contains 42851 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 11145 members 
Mstep: Class 13 contains 68658 members 
Mstep: Class 14 contains 281518 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 44504 members 
Mstep: Class 19 contains 23827 members 
Mstep: Class 20 contains 39833 members 
Mstep: Class 21 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226528160.000000 Penalty: 163651.812500
Iteration 18Q: 20 clusters Score -2.265282e+08 nChanged 17734
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 523647 members 
Mstep: Class 3 contains 10438 members 
Mstep: Class 4 contains 9619 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 45508 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 78384 members 
Mstep: Class 9 contains 34769 members 
Mstep: Class 10 contains 42863 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 13 contains 72895 members 
Mstep: Class 14 contains 279122 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 18 contains 44876 members 
Mstep: Class 19 contains 23802 members 
Mstep: Class 20 contains 39205 members 
Mstep: Class 21 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226534224.000000 Penalty: 163651.812500
Iteration 19Q: 20 clusters Score -2.265342e+08 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 521960 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 9327 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 78640 members 
Mstep: Class 9 contains 36022 members 
Mstep: Class 10 contains 42739 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 12670 members 
Mstep: Class 13 contains 76864 members 
Mstep: Class 14 contains 277200 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 18 contains 45214 members 
Mstep: Class 19 contains 23808 members 
Mstep: Class 20 contains 38676 members 
Mstep: Class 21 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226541360.000000 Penalty: 163651.812500
Iteration 20F: 20 clusters Score -2.265414e+08 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 520202 members 
Mstep: Class 3 contains 10520 members 
Mstep: Class 4 contains 9090 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 45242 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 78656 members 
Mstep: Class 9 contains 37255 members 
Mstep: Class 10 contains 42474 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 12 contains 14189 members 
Mstep: Class 13 contains 80830 members 
Mstep: Class 14 contains 275121 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 18 contains 45508 members 
Mstep: Class 19 contains 23725 members 
Mstep: Class 20 contains 38221 members 
Mstep: Class 21 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226547664.000000 Penalty: 163651.812500
Iteration 21Q: 20 clusters Score -2.265477e+08 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 518519 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 45142 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 78560 members 
Mstep: Class 9 contains 38462 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 15371 members 
Mstep: Class 13 contains 84593 members 
Mstep: Class 14 contains 273252 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 18 contains 45807 members 
Mstep: Class 19 contains 23624 members 
Mstep: Class 20 contains 37799 members 
Mstep: Class 21 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226553344.000000 Penalty: 163651.812500
Iteration 22Q: 20 clusters Score -2.265533e+08 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 516710 members 
Mstep: Class 3 contains 10623 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 44966 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 78327 members 
Mstep: Class 9 contains 39762 members 
Mstep: Class 10 contains 41761 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 16551 members 
Mstep: Class 13 contains 88138 members 
Mstep: Class 14 contains 271518 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 18 contains 46114 members 
Mstep: Class 19 contains 23542 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226557696.000000 Penalty: 163651.812500
Iteration 23Q: 20 clusters Score -2.265577e+08 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 514626 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 44762 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 77839 members 
Mstep: Class 9 contains 41120 members 
Mstep: Class 10 contains 41253 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 91601 members 
Mstep: Class 14 contains 270097 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 18 contains 46404 members 
Mstep: Class 19 contains 23469 members 
Mstep: Class 20 contains 37158 members 
Mstep: Class 21 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226563584.000000 Penalty: 163651.812500
Iteration 24Q: 20 clusters Score -2.265636e+08 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 512483 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 8474 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 44597 members 
Mstep: Class 7 contains 5701 members 
Mstep: Class 8 contains 77205 members 
Mstep: Class 9 contains 42530 members 
Mstep: Class 10 contains 40607 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 19032 members 
Mstep: Class 13 contains 94856 members 
Mstep: Class 14 contains 268950 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 23384 members 
Mstep: Class 20 contains 36857 members 
Mstep: Class 21 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226568896.000000 Penalty: 163651.812500
Iteration 25Q: 20 clusters Score -2.265689e+08 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 510306 members 
Mstep: Class 3 contains 10818 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 44424 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 76447 members 
Mstep: Class 9 contains 44069 members 
Mstep: Class 10 contains 39813 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 20228 members 
Mstep: Class 13 contains 97969 members 
Mstep: Class 14 contains 268084 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 18 contains 46918 members 
Mstep: Class 19 contains 23299 members 
Mstep: Class 20 contains 36580 members 
Mstep: Class 21 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226572416.000000 Penalty: 163651.812500
Iteration 26Q: 20 clusters Score -2.265724e+08 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 508399 members 
Mstep: Class 3 contains 10866 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 44254 members 
Mstep: Class 7 contains 5882 members 
Mstep: Class 8 contains 75567 members 
Mstep: Class 9 contains 45735 members 
Mstep: Class 10 contains 38812 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 21440 members 
Mstep: Class 13 contains 100835 members 
Mstep: Class 14 contains 267285 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 18 contains 47130 members 
Mstep: Class 19 contains 23228 members 
Mstep: Class 20 contains 36294 members 
Mstep: Class 21 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226576224.000000 Penalty: 163651.812500
Iteration 27Q: 20 clusters Score -2.265762e+08 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 506675 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 74564 members 
Mstep: Class 9 contains 47648 members 
Mstep: Class 10 contains 37607 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 22548 members 
Mstep: Class 13 contains 103489 members 
Mstep: Class 14 contains 266614 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 18 contains 47335 members 
Mstep: Class 19 contains 23127 members 
Mstep: Class 20 contains 36007 members 
Mstep: Class 21 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226578624.000000 Penalty: 163651.812500
Iteration 28Q: 20 clusters Score -2.265786e+08 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 504991 members 
Mstep: Class 3 contains 10918 members 
Mstep: Class 4 contains 8156 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 43939 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 73386 members 
Mstep: Class 9 contains 49799 members 
Mstep: Class 10 contains 36256 members 
Mstep: Class 11 contains 1837 members 
Mstep: Class 12 contains 23584 members 
Mstep: Class 13 contains 106038 members 
Mstep: Class 14 contains 265988 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 18 contains 47546 members 
Mstep: Class 19 contains 23045 members 
Mstep: Class 20 contains 35713 members 
Mstep: Class 21 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226582464.000000 Penalty: 163651.812500
Iteration 29Q: 20 clusters Score -2.265825e+08 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 503374 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 4 contains 8108 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 43792 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 72152 members 
Mstep: Class 9 contains 52086 members 
Mstep: Class 10 contains 34871 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 24523 members 
Mstep: Class 13 contains 108377 members 
Mstep: Class 14 contains 265438 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 22961 members 
Mstep: Class 20 contains 35406 members 
Mstep: Class 21 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226585968.000000 Penalty: 163651.812500
Iteration 30Q: 20 clusters Score -2.26586e+08 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 501846 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 43672 members 
Mstep: Class 7 contains 6023 members 
Mstep: Class 8 contains 70823 members 
Mstep: Class 9 contains 54304 members 
Mstep: Class 10 contains 33585 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 25480 members 
Mstep: Class 13 contains 110502 members 
Mstep: Class 14 contains 264924 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 48090 members 
Mstep: Class 19 contains 22881 members 
Mstep: Class 20 contains 35103 members 
Mstep: Class 21 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226588464.000000 Penalty: 163651.812500
Iteration 31Q: 20 clusters Score -2.265885e+08 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 500502 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 43518 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 69425 members 
Mstep: Class 9 contains 56250 members 
Mstep: Class 10 contains 32480 members 
Mstep: Class 11 contains 1869 members 
Mstep: Class 12 contains 26320 members 
Mstep: Class 13 contains 112541 members 
Mstep: Class 14 contains 264434 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 48440 members 
Mstep: Class 19 contains 22798 members 
Mstep: Class 20 contains 34772 members 
Mstep: Class 21 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226590976.000000 Penalty: 163651.812500
Iteration 32Q: 20 clusters Score -2.26591e+08 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 499379 members 
Mstep: Class 3 contains 11168 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 67888 members 
Mstep: Class 9 contains 57982 members 
Mstep: Class 10 contains 31523 members 
Mstep: Class 11 contains 1881 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 114416 members 
Mstep: Class 14 contains 264012 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 18 contains 48879 members 
Mstep: Class 19 contains 22736 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226592864.000000 Penalty: 163651.812500
Iteration 33Q: 20 clusters Score -2.265929e+08 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 498504 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 43277 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 66230 members 
Mstep: Class 9 contains 59432 members 
Mstep: Class 10 contains 30721 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 27794 members 
Mstep: Class 13 contains 116187 members 
Mstep: Class 14 contains 263554 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 49477 members 
Mstep: Class 19 contains 22725 members 
Mstep: Class 20 contains 33999 members 
Mstep: Class 21 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226595376.000000 Penalty: 163651.812500
Iteration 34Q: 20 clusters Score -2.265954e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 497879 members 
Mstep: Class 3 contains 11363 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 64538 members 
Mstep: Class 9 contains 60596 members 
Mstep: Class 10 contains 30025 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 28464 members 
Mstep: Class 13 contains 117822 members 
Mstep: Class 14 contains 263103 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 50260 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 33477 members 
Mstep: Class 21 contains 1835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226597280.000000 Penalty: 163651.812500
Iteration 35Q: 20 clusters Score -2.265973e+08 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 497342 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 43027 members 
Mstep: Class 7 contains 6077 members 
Mstep: Class 8 contains 62848 members 
Mstep: Class 9 contains 61591 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 29068 members 
Mstep: Class 13 contains 119377 members 
Mstep: Class 14 contains 262651 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 51340 members 
Mstep: Class 19 contains 22795 members 
Mstep: Class 20 contains 32808 members 
Mstep: Class 21 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226600016.000000 Penalty: 163651.812500
Iteration 36Q: 20 clusters Score -2.266e+08 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 496944 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 42899 members 
Mstep: Class 7 contains 6081 members 
Mstep: Class 8 contains 61047 members 
Mstep: Class 9 contains 62391 members 
Mstep: Class 10 contains 28813 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 29679 members 
Mstep: Class 13 contains 120846 members 
Mstep: Class 14 contains 262194 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 18 contains 52758 members 
Mstep: Class 19 contains 22843 members 
Mstep: Class 20 contains 31888 members 
Mstep: Class 21 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226602912.000000 Penalty: 163651.812500
Iteration 37Q: 20 clusters Score -2.266029e+08 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 496508 members 
Mstep: Class 3 contains 11564 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42791 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 59091 members 
Mstep: Class 9 contains 63078 members 
Mstep: Class 10 contains 28308 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 30218 members 
Mstep: Class 13 contains 122300 members 
Mstep: Class 14 contains 261766 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 18 contains 54609 members 
Mstep: Class 19 contains 22960 members 
Mstep: Class 20 contains 30730 members 
Mstep: Class 21 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226605504.000000 Penalty: 163651.812500
Iteration 38Q: 20 clusters Score -2.266055e+08 nChanged 8991
Entering ConstructFrom: 
Score: -226605504.000000 Penalty: 163651.812500
Entering ConstructFrom: 
Trying to split cluster 1 (30421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Entering Unmasked Estep 
Score: -5238048.000000 Penalty: 6322.769043
	Iteration 0F: 2 clusters Score -5238048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5214996.000000 Penalty: 12645.538086
	Iteration 0F: 3 clusters Score -5214996 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5221874.500000 Penalty: 12645.538086
	Iteration 1F: 3 clusters Score -5221874 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5222704.000000 Penalty: 12645.538086
	Iteration 2F: 3 clusters Score -5222704 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -5223343.500000 Penalty: 12645.538086
	Iteration 3Q: 3 clusters Score -5223344 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5223906.000000 Penalty: 12645.538086
	Iteration 4Q: 3 clusters Score -5223906 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5224460.500000 Penalty: 12645.538086
	Iteration 5Q: 3 clusters Score -5224460 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -5225110.500000 Penalty: 12645.538086
	Iteration 6Q: 3 clusters Score -5225110 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5225913.500000 Penalty: 12645.538086
	Iteration 7Q: 3 clusters Score -5225914 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5226761.000000 Penalty: 12645.538086
	Iteration 8Q: 3 clusters Score -5226761 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -5227693.500000 Penalty: 12645.538086
	Iteration 9Q: 3 clusters Score -5227694 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5228691.000000 Penalty: 12645.538086
	Iteration 10Q: 3 clusters Score -5228691 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5229776.000000 Penalty: 12645.538086
	Iteration 11Q: 3 clusters Score -5229776 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -5230926.500000 Penalty: 12645.538086
	Iteration 12Q: 3 clusters Score -5230926 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -5232056.500000 Penalty: 12645.538086
	Iteration 13Q: 3 clusters Score -5232056 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -5233131.500000 Penalty: 12645.538086
	Iteration 14Q: 3 clusters Score -5233132 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5234094.500000 Penalty: 12645.538086
	Iteration 15Q: 3 clusters Score -5234094 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5234748.000000 Penalty: 12645.538086
	Iteration 16Q: 3 clusters Score -5234748 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5235104.500000 Penalty: 12645.538086
	Iteration 17Q: 3 clusters Score -5235104 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -5235264.500000 Penalty: 12645.538086
	Iteration 18Q: 3 clusters Score -5235264 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5235382.500000 Penalty: 12645.538086
	Iteration 19Q: 3 clusters Score -5235382 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -5235469.000000 Penalty: 12645.538086
	Iteration 20F: 3 clusters Score -5235469 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5235549.000000 Penalty: 12645.538086
	Iteration 21Q: 3 clusters Score -5235549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5235621.500000 Penalty: 12645.538086
	Iteration 22Q: 3 clusters Score -5235622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5235640.500000 Penalty: 12645.538086
	Iteration 23Q: 3 clusters Score -5235640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5235658.000000 Penalty: 12645.538086
	Iteration 24Q: 3 clusters Score -5235658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -5235695.500000 Penalty: 12645.538086
	Iteration 25Q: 3 clusters Score -5235696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5235745.000000 Penalty: 12645.538086
	Iteration 26Q: 3 clusters Score -5235745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -5235759.500000 Penalty: 12645.538086
	Iteration 27Q: 3 clusters Score -5235760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5235774.000000 Penalty: 12645.538086
	Iteration 28Q: 3 clusters Score -5235774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5235789.000000 Penalty: 12645.538086
	Iteration 29Q: 3 clusters Score -5235789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5235814.500000 Penalty: 12645.538086
	Iteration 30Q: 3 clusters Score -5235814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -5235834.500000 Penalty: 12645.538086
	Iteration 31Q: 3 clusters Score -5235834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -5235853.000000 Penalty: 12645.538086
	Iteration 32Q: 3 clusters Score -5235853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -5235869.500000 Penalty: 12645.538086
	Iteration 33Q: 3 clusters Score -5235870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5235895.500000 Penalty: 12645.538086
	Iteration 34Q: 3 clusters Score -5235896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5235912.500000 Penalty: 12645.538086
	Iteration 35Q: 3 clusters Score -5235912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -5235956.500000 Penalty: 12645.538086
	Iteration 36Q: 3 clusters Score -5235956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5236017.000000 Penalty: 12645.538086
	Iteration 37Q: 3 clusters Score -5236017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5236077.500000 Penalty: 12645.538086
	Iteration 38Q: 3 clusters Score -5236078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5236163.000000 Penalty: 12645.538086
	Iteration 39Q: 3 clusters Score -5236163 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5236208.500000 Penalty: 12645.538086
	Iteration 40F: 3 clusters Score -5236208 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5236268.000000 Penalty: 12645.538086
	Iteration 41Q: 3 clusters Score -5236268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5236312.000000 Penalty: 12645.538086
	Iteration 42Q: 3 clusters Score -5236312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5236328.000000 Penalty: 12645.538086
	Iteration 43Q: 3 clusters Score -5236328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5236358.000000 Penalty: 12645.538086
	Iteration 44Q: 3 clusters Score -5236358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5236385.500000 Penalty: 12645.538086
	Iteration 45Q: 3 clusters Score -5236386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5236392.000000 Penalty: 12645.538086
	Iteration 46Q: 3 clusters Score -5236392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5236383.500000 Penalty: 12645.538086
	Iteration 47Q: 3 clusters Score -5236384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5236390.000000 Penalty: 12645.538086
	Iteration 48Q: 3 clusters Score -5236390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -5236394.500000 Penalty: 12645.538086
	Iteration 49Q: 3 clusters Score -5236394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5236400.500000 Penalty: 12645.538086
	Iteration 50Q: 3 clusters Score -5236400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5236407.000000 Penalty: 12645.538086
	Iteration 51Q: 3 clusters Score -5236407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5236406.500000 Penalty: 12645.538086
	Iteration 52Q: 3 clusters Score -5236406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5236407.500000 Penalty: 12645.538086
	Iteration 53Q: 3 clusters Score -5236408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5236409.500000 Penalty: 12645.538086
	Iteration 54Q: 3 clusters Score -5236410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5236401.500000 Penalty: 12645.538086
	Iteration 55Q: 3 clusters Score -5236402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5236401.500000 Penalty: 12645.538086
	Iteration 56F: 3 clusters Score -5236402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (495862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495862 members 
Entering Unmasked Estep 
Score: -89528080.000000 Penalty: 8032.357422
	Iteration 0F: 2 clusters Score -8.952808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248139 members 
Mstep: Class 2 contains 247723 members 
Entering Unmasked Estep 
Score: -89232360.000000 Penalty: 16064.714844
	Iteration 0F: 3 clusters Score -8.923236e+07 nChanged 238946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252875 members 
Mstep: Class 2 contains 242987 members 
Entering Unmasked Estep 
Score: -89374856.000000 Penalty: 16064.714844
	Iteration 1F: 3 clusters Score -8.937486e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256165 members 
Mstep: Class 2 contains 239697 members 
Entering Unmasked Estep 
Score: -89378792.000000 Penalty: 16064.714844
	Iteration 2Q: 3 clusters Score -8.937879e+07 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261174 members 
Mstep: Class 2 contains 234688 members 
Entering Unmasked Estep 
Score: -89383848.000000 Penalty: 16064.714844
	Iteration 3Q: 3 clusters Score -8.938385e+07 nChanged 19723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268695 members 
Mstep: Class 2 contains 227167 members 
Entering Unmasked Estep 
Score: -89391008.000000 Penalty: 16064.714844
	Iteration 4Q: 3 clusters Score -8.939101e+07 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279377 members 
Mstep: Class 2 contains 216485 members 
Entering Unmasked Estep 
Score: -89401640.000000 Penalty: 16064.714844
	Iteration 5Q: 3 clusters Score -8.940164e+07 nChanged 25879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293566 members 
Mstep: Class 2 contains 202296 members 
Entering Unmasked Estep 
Score: -89413680.000000 Penalty: 16064.714844
	Iteration 6F: 3 clusters Score -8.941368e+07 nChanged 27604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311018 members 
Mstep: Class 2 contains 184844 members 
Entering Unmasked Estep 
Score: -89426792.000000 Penalty: 16064.714844
	Iteration 7F: 3 clusters Score -8.942679e+07 nChanged 28203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331297 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -89441216.000000 Penalty: 16064.714844
	Iteration 8F: 3 clusters Score -8.944122e+07 nChanged 27314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353529 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -89456416.000000 Penalty: 16064.714844
	Iteration 9F: 3 clusters Score -8.945642e+07 nChanged 26027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376584 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -89471480.000000 Penalty: 16064.714844
	Iteration 10F: 3 clusters Score -8.947148e+07 nChanged 23690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398812 members 
Mstep: Class 2 contains 97050 members 
Entering Unmasked Estep 
Score: -89487312.000000 Penalty: 16064.714844
	Iteration 11Q: 3 clusters Score -8.948731e+07 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418989 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -89502800.000000 Penalty: 16064.714844
	Iteration 12Q: 3 clusters Score -8.95028e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436031 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -89514568.000000 Penalty: 16064.714844
	Iteration 13Q: 3 clusters Score -8.951457e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449339 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -89521664.000000 Penalty: 16064.714844
	Iteration 14Q: 3 clusters Score -8.952166e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459804 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -89524648.000000 Penalty: 16064.714844
	Iteration 15Q: 3 clusters Score -8.952465e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467933 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -89525840.000000 Penalty: 16064.714844
	Iteration 16Q: 3 clusters Score -8.952584e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474038 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -89525360.000000 Penalty: 16064.714844
	Iteration 17Q: 3 clusters Score -8.952536e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478696 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -89524152.000000 Penalty: 16064.714844
	Iteration 18Q: 3 clusters Score -8.952415e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482092 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -89522896.000000 Penalty: 16064.714844
	Iteration 19Q: 3 clusters Score -8.95229e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484593 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -89522184.000000 Penalty: 16064.714844
	Iteration 20F: 3 clusters Score -8.952218e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486476 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -89522008.000000 Penalty: 16064.714844
	Iteration 21Q: 3 clusters Score -8.952201e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487897 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -89521768.000000 Penalty: 16064.714844
	Iteration 22Q: 3 clusters Score -8.952177e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488996 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -89521736.000000 Penalty: 16064.714844
	Iteration 23Q: 3 clusters Score -8.952174e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489808 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -89521664.000000 Penalty: 16064.714844
	Iteration 24Q: 3 clusters Score -8.952166e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490435 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -89521872.000000 Penalty: 16064.714844
	Iteration 25Q: 3 clusters Score -8.952187e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490944 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -89522096.000000 Penalty: 16064.714844
	Iteration 26Q: 3 clusters Score -8.95221e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491362 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -89522048.000000 Penalty: 16064.714844
	Iteration 27Q: 3 clusters Score -8.952205e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491691 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -89522192.000000 Penalty: 16064.714844
	Iteration 28Q: 3 clusters Score -8.952219e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491930 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -89522240.000000 Penalty: 16064.714844
	Iteration 29Q: 3 clusters Score -8.952224e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492146 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -89522320.000000 Penalty: 16064.714844
	Iteration 30Q: 3 clusters Score -8.952232e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492310 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -89522392.000000 Penalty: 16064.714844
	Iteration 31Q: 3 clusters Score -8.952239e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492443 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -89522416.000000 Penalty: 16064.714844
	Iteration 32Q: 3 clusters Score -8.952242e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492557 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -89522408.000000 Penalty: 16064.714844
	Iteration 33Q: 3 clusters Score -8.952241e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492669 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -89522472.000000 Penalty: 16064.714844
	Iteration 34Q: 3 clusters Score -8.952247e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492750 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -89522552.000000 Penalty: 16064.714844
	Iteration 35Q: 3 clusters Score -8.952255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492822 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -89522488.000000 Penalty: 16064.714844
	Iteration 36Q: 3 clusters Score -8.952249e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492879 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -89522432.000000 Penalty: 16064.714844
	Iteration 37Q: 3 clusters Score -8.952243e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492945 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -89522384.000000 Penalty: 16064.714844
	Iteration 38Q: 3 clusters Score -8.952238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493012 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -89522384.000000 Penalty: 16064.714844
	Iteration 39Q: 3 clusters Score -8.952238e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493067 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -89522400.000000 Penalty: 16064.714844
	Iteration 40F: 3 clusters Score -8.95224e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493106 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -89522400.000000 Penalty: 16064.714844
	Iteration 41Q: 3 clusters Score -8.95224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493132 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -89522416.000000 Penalty: 16064.714844
	Iteration 42Q: 3 clusters Score -8.952242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493165 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -89522456.000000 Penalty: 16064.714844
	Iteration 43Q: 3 clusters Score -8.952246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493188 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -89522456.000000 Penalty: 16064.714844
	Iteration 44Q: 3 clusters Score -8.952246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493203 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -89522440.000000 Penalty: 16064.714844
	Iteration 45Q: 3 clusters Score -8.952244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493218 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -89522472.000000 Penalty: 16064.714844
	Iteration 46Q: 3 clusters Score -8.952247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493236 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -89522480.000000 Penalty: 16064.714844
	Iteration 47Q: 3 clusters Score -8.952248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493252 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -89522480.000000 Penalty: 16064.714844
	Iteration 48Q: 3 clusters Score -8.952248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493276 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -89522512.000000 Penalty: 16064.714844
	Iteration 49Q: 3 clusters Score -8.952251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493292 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -89522552.000000 Penalty: 16064.714844
	Iteration 50Q: 3 clusters Score -8.952255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493299 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -89522568.000000 Penalty: 16064.714844
	Iteration 51Q: 3 clusters Score -8.952257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493303 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -89522528.000000 Penalty: 16064.714844
	Iteration 52Q: 3 clusters Score -8.952253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493304 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -89522512.000000 Penalty: 16064.714844
	Iteration 53Q: 3 clusters Score -8.952251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493306 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -89522560.000000 Penalty: 16064.714844
	Iteration 54Q: 3 clusters Score -8.952256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493311 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -89522568.000000 Penalty: 16064.714844
	Iteration 55Q: 3 clusters Score -8.952257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493318 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -89522520.000000 Penalty: 16064.714844
	Iteration 56Q: 3 clusters Score -8.952252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493323 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -89522488.000000 Penalty: 16064.714844
	Iteration 57Q: 3 clusters Score -8.952249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493331 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -89522448.000000 Penalty: 16064.714844
	Iteration 58Q: 3 clusters Score -8.952245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493339 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -89522496.000000 Penalty: 16064.714844
	Iteration 59Q: 3 clusters Score -8.95225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493348 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -89522472.000000 Penalty: 16064.714844
	Iteration 60F: 3 clusters Score -8.952247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493358 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -89522512.000000 Penalty: 16064.714844
	Iteration 61Q: 3 clusters Score -8.952251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493368 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -89522536.000000 Penalty: 16064.714844
	Iteration 62Q: 3 clusters Score -8.952254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493385 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -89522456.000000 Penalty: 16064.714844
	Iteration 63Q: 3 clusters Score -8.952246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493400 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -89522488.000000 Penalty: 16064.714844
	Iteration 64Q: 3 clusters Score -8.952249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493411 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -89522504.000000 Penalty: 16064.714844
	Iteration 65Q: 3 clusters Score -8.95225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493425 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -89522480.000000 Penalty: 16064.714844
	Iteration 66Q: 3 clusters Score -8.952248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493443 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -89522400.000000 Penalty: 16064.714844
	Iteration 67Q: 3 clusters Score -8.95224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493455 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -89522400.000000 Penalty: 16064.714844
	Iteration 68Q: 3 clusters Score -8.95224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493470 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -89522384.000000 Penalty: 16064.714844
	Iteration 69Q: 3 clusters Score -8.952238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493486 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -89522392.000000 Penalty: 16064.714844
	Iteration 70Q: 3 clusters Score -8.952239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493496 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -89522368.000000 Penalty: 16064.714844
	Iteration 71Q: 3 clusters Score -8.952237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493506 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -89522384.000000 Penalty: 16064.714844
	Iteration 72Q: 3 clusters Score -8.952238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493514 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -89522456.000000 Penalty: 16064.714844
	Iteration 73Q: 3 clusters Score -8.952246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493520 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -89522416.000000 Penalty: 16064.714844
	Iteration 74Q: 3 clusters Score -8.952242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493526 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -89522424.000000 Penalty: 16064.714844
	Iteration 75Q: 3 clusters Score -8.952242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493533 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -89522448.000000 Penalty: 16064.714844
	Iteration 76Q: 3 clusters Score -8.952245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493541 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -89522464.000000 Penalty: 16064.714844
	Iteration 77Q: 3 clusters Score -8.952246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493549 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -89522488.000000 Penalty: 16064.714844
	Iteration 78Q: 3 clusters Score -8.952249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493551 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -89522432.000000 Penalty: 16064.714844
	Iteration 79Q: 3 clusters Score -8.952243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493553 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -89522400.000000 Penalty: 16064.714844
	Iteration 80F: 3 clusters Score -8.95224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493555 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -89522416.000000 Penalty: 16064.714844
	Iteration 81Q: 3 clusters Score -8.952242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493556 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -89522392.000000 Penalty: 16064.714844
	Iteration 82Q: 3 clusters Score -8.952239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493557 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -89522440.000000 Penalty: 16064.714844
	Iteration 83Q: 3 clusters Score -8.952244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493557 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -89522440.000000 Penalty: 16064.714844
	Iteration 84F: 3 clusters Score -8.952244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Entering Unmasked Estep 
Score: -1961983.375000 Penalty: 5733.875488
	Iteration 0F: 2 clusters Score -1961983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1950726.500000 Penalty: 11467.750977
	Iteration 0F: 3 clusters Score -1950726 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1953585.500000 Penalty: 11467.750977
	Iteration 1F: 3 clusters Score -1953586 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1954648.750000 Penalty: 11467.750977
	Iteration 2F: 3 clusters Score -1954649 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1955781.875000 Penalty: 11467.750977
	Iteration 3F: 3 clusters Score -1955782 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1956938.375000 Penalty: 11467.750977
	Iteration 4F: 3 clusters Score -1956938 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1957808.375000 Penalty: 11467.750977
	Iteration 5F: 3 clusters Score -1957808 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1958344.125000 Penalty: 11467.750977
	Iteration 6F: 3 clusters Score -1958344 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1958651.125000 Penalty: 11467.750977
	Iteration 7Q: 3 clusters Score -1958651 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1958859.250000 Penalty: 11467.750977
	Iteration 8Q: 3 clusters Score -1958859 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1959017.625000 Penalty: 11467.750977
	Iteration 9Q: 3 clusters Score -1959018 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1959123.750000 Penalty: 11467.750977
	Iteration 10Q: 3 clusters Score -1959124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1959190.125000 Penalty: 11467.750977
	Iteration 11Q: 3 clusters Score -1959190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1959231.875000 Penalty: 11467.750977
	Iteration 12Q: 3 clusters Score -1959232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1959268.000000 Penalty: 11467.750977
	Iteration 13Q: 3 clusters Score -1959268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1959294.625000 Penalty: 11467.750977
	Iteration 14Q: 3 clusters Score -1959295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1959312.125000 Penalty: 11467.750977
	Iteration 15Q: 3 clusters Score -1959312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1959325.625000 Penalty: 11467.750977
	Iteration 16Q: 3 clusters Score -1959326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1959336.125000 Penalty: 11467.750977
	Iteration 17Q: 3 clusters Score -1959336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1959347.625000 Penalty: 11467.750977
	Iteration 18Q: 3 clusters Score -1959348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1959361.000000 Penalty: 11467.750977
	Iteration 19Q: 3 clusters Score -1959361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1959364.875000 Penalty: 11467.750977
	Iteration 20F: 3 clusters Score -1959365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1959371.000000 Penalty: 11467.750977
	Iteration 21Q: 3 clusters Score -1959371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1959373.500000 Penalty: 11467.750977
	Iteration 22Q: 3 clusters Score -1959374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1959378.250000 Penalty: 11467.750977
	Iteration 23Q: 3 clusters Score -1959378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1959378.375000 Penalty: 11467.750977
	Iteration 24Q: 3 clusters Score -1959378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1959378.750000 Penalty: 11467.750977
	Iteration 25Q: 3 clusters Score -1959379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1959380.500000 Penalty: 11467.750977
	Iteration 26Q: 3 clusters Score -1959380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1959382.000000 Penalty: 11467.750977
	Iteration 27Q: 3 clusters Score -1959382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1959381.000000 Penalty: 11467.750977
	Iteration 28Q: 3 clusters Score -1959381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1959381.000000 Penalty: 11467.750977
	Iteration 29F: 3 clusters Score -1959381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -1368516.375000 Penalty: 5501.510742
	Iteration 0F: 2 clusters Score -1368516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1359690.875000 Penalty: 11003.021484
	Iteration 0F: 3 clusters Score -1359691 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1362623.875000 Penalty: 11003.021484
	Iteration 1F: 3 clusters Score -1362624 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1364573.375000 Penalty: 11003.021484
	Iteration 2F: 3 clusters Score -1364573 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1365942.875000 Penalty: 11003.021484
	Iteration 3F: 3 clusters Score -1365943 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1367140.500000 Penalty: 11003.021484
	Iteration 4F: 3 clusters Score -1367140 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1368065.125000 Penalty: 11003.021484
	Iteration 5F: 3 clusters Score -1368065 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1368772.625000 Penalty: 11003.021484
	Iteration 6Q: 3 clusters Score -1368773 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1369264.375000 Penalty: 11003.021484
	Iteration 7Q: 3 clusters Score -1369264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1369633.000000 Penalty: 11003.021484
	Iteration 8Q: 3 clusters Score -1369633 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1369893.500000 Penalty: 11003.021484
	Iteration 9Q: 3 clusters Score -1369894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1370140.000000 Penalty: 11003.021484
	Iteration 10Q: 3 clusters Score -1370140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1370332.500000 Penalty: 11003.021484
	Iteration 11Q: 3 clusters Score -1370332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1370519.250000 Penalty: 11003.021484
	Iteration 12Q: 3 clusters Score -1370519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1370656.250000 Penalty: 11003.021484
	Iteration 13Q: 3 clusters Score -1370656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1370730.875000 Penalty: 11003.021484
	Iteration 14Q: 3 clusters Score -1370731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1370770.500000 Penalty: 11003.021484
	Iteration 15Q: 3 clusters Score -1370770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1370778.500000 Penalty: 11003.021484
	Iteration 16Q: 3 clusters Score -1370778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1370787.000000 Penalty: 11003.021484
	Iteration 17Q: 3 clusters Score -1370787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1370787.000000 Penalty: 11003.021484
	Iteration 18F: 3 clusters Score -1370787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 56995 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 123695 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Entering Unmasked Estep 
Score: -226607632.000000 Penalty: 172265.062500
Splitting cluster 4 changes total score from -226605504.000000 to -226607632.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -584857.625000 Penalty: 5033.016113
	Iteration 0F: 2 clusters Score -584857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -578898.625000 Penalty: 10066.032227
	Iteration 0F: 3 clusters Score -578898.6 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -580514.937500 Penalty: 10066.032227
	Iteration 1F: 3 clusters Score -580514.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -581848.812500 Penalty: 10066.032227
	Iteration 2F: 3 clusters Score -581848.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -583539.562500 Penalty: 10066.032227
	Iteration 3F: 3 clusters Score -583539.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -585098.062500 Penalty: 10066.032227
	Iteration 4F: 3 clusters Score -585098.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -586066.562500 Penalty: 10066.032227
	Iteration 5F: 3 clusters Score -586066.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -586423.750000 Penalty: 10066.032227
	Iteration 6Q: 3 clusters Score -586423.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -586686.687500 Penalty: 10066.032227
	Iteration 7Q: 3 clusters Score -586686.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -586885.250000 Penalty: 10066.032227
	Iteration 8Q: 3 clusters Score -586885.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -586949.125000 Penalty: 10066.032227
	Iteration 9Q: 3 clusters Score -586949.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -586994.562500 Penalty: 10066.032227
	Iteration 10Q: 3 clusters Score -586994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -587017.187500 Penalty: 10066.032227
	Iteration 11Q: 3 clusters Score -587017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -587035.937500 Penalty: 10066.032227
	Iteration 12Q: 3 clusters Score -587035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -587075.562500 Penalty: 10066.032227
	Iteration 13Q: 3 clusters Score -587075.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -587102.375000 Penalty: 10066.032227
	Iteration 14Q: 3 clusters Score -587102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -587109.562500 Penalty: 10066.032227
	Iteration 15Q: 3 clusters Score -587109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -587111.250000 Penalty: 10066.032227
	Iteration 16Q: 3 clusters Score -587111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -587112.625000 Penalty: 10066.032227
	Iteration 17Q: 3 clusters Score -587112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -587120.562500 Penalty: 10066.032227
	Iteration 18F: 3 clusters Score -587120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -587130.812500 Penalty: 10066.032227
	Iteration 19Q: 3 clusters Score -587130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -587136.625000 Penalty: 10066.032227
	Iteration 20F: 3 clusters Score -587136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -587137.750000 Penalty: 10066.032227
	Iteration 21Q: 3 clusters Score -587137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -587139.062500 Penalty: 10066.032227
	Iteration 22Q: 3 clusters Score -587139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -587139.062500 Penalty: 10066.032227
	Iteration 23F: 3 clusters Score -587139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 56995 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 123695 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Entering Unmasked Estep 
Score: -226605424.000000 Penalty: 180878.312500
Splitting cluster 5 changes total score from -226605504.000000 to -226605424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (42679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Entering Unmasked Estep 
Score: -7565218.500000 Penalty: 6530.145508
	Iteration 0F: 2 clusters Score -7565218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -7534219.000000 Penalty: 13060.291016
	Iteration 0F: 3 clusters Score -7534219 nChanged 18556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -7544213.500000 Penalty: 13060.291016
	Iteration 1F: 3 clusters Score -7544214 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -7545290.000000 Penalty: 13060.291016
	Iteration 2F: 3 clusters Score -7545290 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -7546311.500000 Penalty: 13060.291016
	Iteration 3F: 3 clusters Score -7546312 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -7547276.500000 Penalty: 13060.291016
	Iteration 4Q: 3 clusters Score -7547276 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -7548412.000000 Penalty: 13060.291016
	Iteration 5Q: 3 clusters Score -7548412 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -7549866.500000 Penalty: 13060.291016
	Iteration 6F: 3 clusters Score -7549866 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -7551841.500000 Penalty: 13060.291016
	Iteration 7F: 3 clusters Score -7551842 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -7554137.500000 Penalty: 13060.291016
	Iteration 8F: 3 clusters Score -7554138 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -7556509.500000 Penalty: 13060.291016
	Iteration 9F: 3 clusters Score -7556510 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -7558424.500000 Penalty: 13060.291016
	Iteration 10F: 3 clusters Score -7558424 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -7559661.000000 Penalty: 13060.291016
	Iteration 11Q: 3 clusters Score -7559661 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -7560280.500000 Penalty: 13060.291016
	Iteration 12Q: 3 clusters Score -7560280 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -7560571.500000 Penalty: 13060.291016
	Iteration 13Q: 3 clusters Score -7560572 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -7560754.000000 Penalty: 13060.291016
	Iteration 14Q: 3 clusters Score -7560754 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -7560936.000000 Penalty: 13060.291016
	Iteration 15Q: 3 clusters Score -7560936 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -7561073.500000 Penalty: 13060.291016
	Iteration 16Q: 3 clusters Score -7561074 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -7561186.000000 Penalty: 13060.291016
	Iteration 17Q: 3 clusters Score -7561186 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -7561247.500000 Penalty: 13060.291016
	Iteration 18Q: 3 clusters Score -7561248 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -7561342.500000 Penalty: 13060.291016
	Iteration 19Q: 3 clusters Score -7561342 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -7561420.500000 Penalty: 13060.291016
	Iteration 20F: 3 clusters Score -7561420 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -7561528.500000 Penalty: 13060.291016
	Iteration 21Q: 3 clusters Score -7561528 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -7561567.500000 Penalty: 13060.291016
	Iteration 22Q: 3 clusters Score -7561568 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -7561684.000000 Penalty: 13060.291016
	Iteration 23Q: 3 clusters Score -7561684 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -7561785.000000 Penalty: 13060.291016
	Iteration 24Q: 3 clusters Score -7561785 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -7561843.000000 Penalty: 13060.291016
	Iteration 25Q: 3 clusters Score -7561843 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -7561878.500000 Penalty: 13060.291016
	Iteration 26Q: 3 clusters Score -7561878 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7561907.500000 Penalty: 13060.291016
	Iteration 27Q: 3 clusters Score -7561908 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -7561949.000000 Penalty: 13060.291016
	Iteration 28Q: 3 clusters Score -7561949 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -7562001.500000 Penalty: 13060.291016
	Iteration 29Q: 3 clusters Score -7562002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7562041.000000 Penalty: 13060.291016
	Iteration 30Q: 3 clusters Score -7562041 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7562081.000000 Penalty: 13060.291016
	Iteration 31Q: 3 clusters Score -7562081 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -7562119.500000 Penalty: 13060.291016
	Iteration 32Q: 3 clusters Score -7562120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -7562144.500000 Penalty: 13060.291016
	Iteration 33Q: 3 clusters Score -7562144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -7562162.000000 Penalty: 13060.291016
	Iteration 34Q: 3 clusters Score -7562162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -7562203.500000 Penalty: 13060.291016
	Iteration 35Q: 3 clusters Score -7562204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -7562235.000000 Penalty: 13060.291016
	Iteration 36Q: 3 clusters Score -7562235 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -7562226.000000 Penalty: 13060.291016
	Iteration 37Q: 3 clusters Score -7562226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7562232.500000 Penalty: 13060.291016
	Iteration 38Q: 3 clusters Score -7562232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7562255.000000 Penalty: 13060.291016
	Iteration 39Q: 3 clusters Score -7562255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -7562281.000000 Penalty: 13060.291016
	Iteration 40F: 3 clusters Score -7562281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7562321.500000 Penalty: 13060.291016
	Iteration 41Q: 3 clusters Score -7562322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -7562337.500000 Penalty: 13060.291016
	Iteration 42Q: 3 clusters Score -7562338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -7562371.000000 Penalty: 13060.291016
	Iteration 43Q: 3 clusters Score -7562371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -7562369.500000 Penalty: 13060.291016
	Iteration 44Q: 3 clusters Score -7562370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7562377.000000 Penalty: 13060.291016
	Iteration 45Q: 3 clusters Score -7562377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -7562388.000000 Penalty: 13060.291016
	Iteration 46Q: 3 clusters Score -7562388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -7562373.000000 Penalty: 13060.291016
	Iteration 47Q: 3 clusters Score -7562373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7562388.500000 Penalty: 13060.291016
	Iteration 48Q: 3 clusters Score -7562388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7562393.000000 Penalty: 13060.291016
	Iteration 49Q: 3 clusters Score -7562393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7562402.000000 Penalty: 13060.291016
	Iteration 50Q: 3 clusters Score -7562402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -7562431.500000 Penalty: 13060.291016
	Iteration 51Q: 3 clusters Score -7562432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -7562440.000000 Penalty: 13060.291016
	Iteration 52Q: 3 clusters Score -7562440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7562442.500000 Penalty: 13060.291016
	Iteration 53Q: 3 clusters Score -7562442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7562459.500000 Penalty: 13060.291016
	Iteration 54Q: 3 clusters Score -7562460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7562476.500000 Penalty: 13060.291016
	Iteration 55Q: 3 clusters Score -7562476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7562484.500000 Penalty: 13060.291016
	Iteration 56Q: 3 clusters Score -7562484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -7562492.500000 Penalty: 13060.291016
	Iteration 57Q: 3 clusters Score -7562492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7562488.500000 Penalty: 13060.291016
	Iteration 58Q: 3 clusters Score -7562488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7562519.000000 Penalty: 13060.291016
	Iteration 59Q: 3 clusters Score -7562519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7562530.000000 Penalty: 13060.291016
	Iteration 60F: 3 clusters Score -7562530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7562529.500000 Penalty: 13060.291016
	Iteration 61Q: 3 clusters Score -7562530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7562522.000000 Penalty: 13060.291016
	Iteration 62Q: 3 clusters Score -7562522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -7562533.000000 Penalty: 13060.291016
	Iteration 63Q: 3 clusters Score -7562533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7562544.500000 Penalty: 13060.291016
	Iteration 64Q: 3 clusters Score -7562544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7562535.000000 Penalty: 13060.291016
	Iteration 65Q: 3 clusters Score -7562535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -7562540.500000 Penalty: 13060.291016
	Iteration 66Q: 3 clusters Score -7562540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7562542.000000 Penalty: 13060.291016
	Iteration 67Q: 3 clusters Score -7562542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7562533.000000 Penalty: 13060.291016
	Iteration 68Q: 3 clusters Score -7562533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7562532.000000 Penalty: 13060.291016
	Iteration 69Q: 3 clusters Score -7562532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7562532.000000 Penalty: 13060.291016
	Iteration 70Q: 3 clusters Score -7562532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7562534.500000 Penalty: 13060.291016
	Iteration 71Q: 3 clusters Score -7562534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7562540.000000 Penalty: 13060.291016
	Iteration 72Q: 3 clusters Score -7562540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7562540.000000 Penalty: 13060.291016
	Iteration 73F: 3 clusters Score -7562540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -1042337.312500 Penalty: 5337.068848
	Iteration 0F: 2 clusters Score -1042337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1034624.687500 Penalty: 10674.137695
	Iteration 0F: 3 clusters Score -1034625 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1036092.437500 Penalty: 10674.137695
	Iteration 1F: 3 clusters Score -1036092 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1036609.500000 Penalty: 10674.137695
	Iteration 2F: 3 clusters Score -1036610 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1037138.437500 Penalty: 10674.137695
	Iteration 3F: 3 clusters Score -1037138 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1037898.812500 Penalty: 10674.137695
	Iteration 4F: 3 clusters Score -1037899 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1038944.562500 Penalty: 10674.137695
	Iteration 5F: 3 clusters Score -1038945 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1039987.812500 Penalty: 10674.137695
	Iteration 6F: 3 clusters Score -1039988 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1040796.187500 Penalty: 10674.137695
	Iteration 7F: 3 clusters Score -1040796 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1041229.625000 Penalty: 10674.137695
	Iteration 8Q: 3 clusters Score -1041230 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1041407.187500 Penalty: 10674.137695
	Iteration 9Q: 3 clusters Score -1041407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1041462.750000 Penalty: 10674.137695
	Iteration 10Q: 3 clusters Score -1041463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1041474.125000 Penalty: 10674.137695
	Iteration 11Q: 3 clusters Score -1041474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1041480.875000 Penalty: 10674.137695
	Iteration 12Q: 3 clusters Score -1041481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1041490.375000 Penalty: 10674.137695
	Iteration 13Q: 3 clusters Score -1041490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1041491.187500 Penalty: 10674.137695
	Iteration 14Q: 3 clusters Score -1041491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1041492.562500 Penalty: 10674.137695
	Iteration 15Q: 3 clusters Score -1041493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1041492.562500 Penalty: 10674.137695
	Iteration 16F: 3 clusters Score -1041493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Entering Unmasked Estep 
Score: -10211672.000000 Penalty: 6707.315430
	Iteration 0F: 2 clusters Score -1.021167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -10171546.000000 Penalty: 13414.630859
	Iteration 0F: 3 clusters Score -1.017155e+07 nChanged 25227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -10185268.000000 Penalty: 13414.630859
	Iteration 1F: 3 clusters Score -1.018527e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -10186690.000000 Penalty: 13414.630859
	Iteration 2F: 3 clusters Score -1.018669e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -10188113.000000 Penalty: 13414.630859
	Iteration 3F: 3 clusters Score -1.018811e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -10189947.000000 Penalty: 13414.630859
	Iteration 4F: 3 clusters Score -1.018995e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -10192366.000000 Penalty: 13414.630859
	Iteration 5F: 3 clusters Score -1.019237e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -10195466.000000 Penalty: 13414.630859
	Iteration 6F: 3 clusters Score -1.019547e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -10201252.000000 Penalty: 13414.630859
	Iteration 7F: 3 clusters Score -1.020125e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -10210457.000000 Penalty: 13414.630859
	Iteration 8F: 3 clusters Score -1.021046e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -10216771.000000 Penalty: 13414.630859
	Iteration 9F: 3 clusters Score -1.021677e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -10221387.000000 Penalty: 13414.630859
	Iteration 10F: 3 clusters Score -1.022139e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -10224446.000000 Penalty: 13414.630859
	Iteration 11F: 3 clusters Score -1.022445e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -10226732.000000 Penalty: 13414.630859
	Iteration 12Q: 3 clusters Score -1.022673e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -10229075.000000 Penalty: 13414.630859
	Iteration 13Q: 3 clusters Score -1.022908e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -10231735.000000 Penalty: 13414.630859
	Iteration 14Q: 3 clusters Score -1.023174e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -10234968.000000 Penalty: 13414.630859
	Iteration 15Q: 3 clusters Score -1.023497e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -10237968.000000 Penalty: 13414.630859
	Iteration 16Q: 3 clusters Score -1.023797e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -10239460.000000 Penalty: 13414.630859
	Iteration 17Q: 3 clusters Score -1.023946e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -10239777.000000 Penalty: 13414.630859
	Iteration 18Q: 3 clusters Score -1.023978e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -10239874.000000 Penalty: 13414.630859
	Iteration 19Q: 3 clusters Score -1.023987e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -10239900.000000 Penalty: 13414.630859
	Iteration 20F: 3 clusters Score -1.02399e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -10239930.000000 Penalty: 13414.630859
	Iteration 21Q: 3 clusters Score -1.023993e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -10239941.000000 Penalty: 13414.630859
	Iteration 22Q: 3 clusters Score -1.023994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -10239955.000000 Penalty: 13414.630859
	Iteration 23Q: 3 clusters Score -1.023996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -10239945.000000 Penalty: 13414.630859
	Iteration 24Q: 3 clusters Score -1.023994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -10239942.000000 Penalty: 13414.630859
	Iteration 25Q: 3 clusters Score -1.023994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -10239945.000000 Penalty: 13414.630859
	Iteration 26Q: 3 clusters Score -1.023994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -10239945.000000 Penalty: 13414.630859
	Iteration 27F: 3 clusters Score -1.023994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 123695 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Entering Unmasked Estep 
Score: -226632528.000000 Penalty: 180878.312500
Splitting cluster 8 changes total score from -226605504.000000 to -226632528.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (63673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Entering Unmasked Estep 
Score: -11451207.000000 Penalty: 6775.178223
	Iteration 0F: 2 clusters Score -1.145121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -11406880.000000 Penalty: 13550.356445
	Iteration 0F: 3 clusters Score -1.140688e+07 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -11421947.000000 Penalty: 13550.356445
	Iteration 1F: 3 clusters Score -1.142195e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -11422752.000000 Penalty: 13550.356445
	Iteration 2Q: 3 clusters Score -1.142275e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -11423393.000000 Penalty: 13550.356445
	Iteration 3Q: 3 clusters Score -1.142339e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -11423923.000000 Penalty: 13550.356445
	Iteration 4Q: 3 clusters Score -1.142392e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -11424384.000000 Penalty: 13550.356445
	Iteration 5Q: 3 clusters Score -1.142438e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -11424682.000000 Penalty: 13550.356445
	Iteration 6Q: 3 clusters Score -1.142468e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -11424988.000000 Penalty: 13550.356445
	Iteration 7Q: 3 clusters Score -1.142499e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -11425231.000000 Penalty: 13550.356445
	Iteration 8Q: 3 clusters Score -1.142523e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -11425457.000000 Penalty: 13550.356445
	Iteration 9Q: 3 clusters Score -1.142546e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -11425778.000000 Penalty: 13550.356445
	Iteration 10Q: 3 clusters Score -1.142578e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -11426136.000000 Penalty: 13550.356445
	Iteration 11Q: 3 clusters Score -1.142614e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -11426482.000000 Penalty: 13550.356445
	Iteration 12Q: 3 clusters Score -1.142648e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -11427053.000000 Penalty: 13550.356445
	Iteration 13Q: 3 clusters Score -1.142705e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -11427817.000000 Penalty: 13550.356445
	Iteration 14Q: 3 clusters Score -1.142782e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -11429108.000000 Penalty: 13550.356445
	Iteration 15Q: 3 clusters Score -1.142911e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -11430831.000000 Penalty: 13550.356445
	Iteration 16Q: 3 clusters Score -1.143083e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -11433308.000000 Penalty: 13550.356445
	Iteration 17F: 3 clusters Score -1.143331e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -11436494.000000 Penalty: 13550.356445
	Iteration 18F: 3 clusters Score -1.143649e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -11439592.000000 Penalty: 13550.356445
	Iteration 19F: 3 clusters Score -1.143959e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -11442150.000000 Penalty: 13550.356445
	Iteration 20F: 3 clusters Score -1.144215e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -11443557.000000 Penalty: 13550.356445
	Iteration 21Q: 3 clusters Score -1.144356e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11444309.000000 Penalty: 13550.356445
	Iteration 22Q: 3 clusters Score -1.144431e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11444674.000000 Penalty: 13550.356445
	Iteration 23Q: 3 clusters Score -1.144467e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11444938.000000 Penalty: 13550.356445
	Iteration 24Q: 3 clusters Score -1.144494e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11445066.000000 Penalty: 13550.356445
	Iteration 25Q: 3 clusters Score -1.144507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11445153.000000 Penalty: 13550.356445
	Iteration 26Q: 3 clusters Score -1.144515e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11445196.000000 Penalty: 13550.356445
	Iteration 27Q: 3 clusters Score -1.14452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11445233.000000 Penalty: 13550.356445
	Iteration 28Q: 3 clusters Score -1.144523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11445241.000000 Penalty: 13550.356445
	Iteration 29Q: 3 clusters Score -1.144524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11445250.000000 Penalty: 13550.356445
	Iteration 30Q: 3 clusters Score -1.144525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11445262.000000 Penalty: 13550.356445
	Iteration 31Q: 3 clusters Score -1.144526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11445260.000000 Penalty: 13550.356445
	Iteration 32Q: 3 clusters Score -1.144526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11445252.000000 Penalty: 13550.356445
	Iteration 33Q: 3 clusters Score -1.144525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11445255.000000 Penalty: 13550.356445
	Iteration 34Q: 3 clusters Score -1.144526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11445255.000000 Penalty: 13550.356445
	Iteration 35F: 3 clusters Score -1.144526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Entering Unmasked Estep 
Score: -4864843.500000 Penalty: 6268.179199
	Iteration 0F: 2 clusters Score -4864844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4843382.500000 Penalty: 12536.358398
	Iteration 0F: 3 clusters Score -4843382 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4849642.000000 Penalty: 12536.358398
	Iteration 1F: 3 clusters Score -4849642 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4850559.000000 Penalty: 12536.358398
	Iteration 2F: 3 clusters Score -4850559 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4851303.500000 Penalty: 12536.358398
	Iteration 3F: 3 clusters Score -4851304 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4851866.500000 Penalty: 12536.358398
	Iteration 4Q: 3 clusters Score -4851866 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4852403.000000 Penalty: 12536.358398
	Iteration 5Q: 3 clusters Score -4852403 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4852912.500000 Penalty: 12536.358398
	Iteration 6Q: 3 clusters Score -4852912 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4853382.000000 Penalty: 12536.358398
	Iteration 7Q: 3 clusters Score -4853382 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4853955.500000 Penalty: 12536.358398
	Iteration 8Q: 3 clusters Score -4853956 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -4854603.000000 Penalty: 12536.358398
	Iteration 9Q: 3 clusters Score -4854603 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4855333.500000 Penalty: 12536.358398
	Iteration 10Q: 3 clusters Score -4855334 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4855996.500000 Penalty: 12536.358398
	Iteration 11Q: 3 clusters Score -4855996 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4856629.500000 Penalty: 12536.358398
	Iteration 12Q: 3 clusters Score -4856630 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4857165.500000 Penalty: 12536.358398
	Iteration 13Q: 3 clusters Score -4857166 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4857603.000000 Penalty: 12536.358398
	Iteration 14Q: 3 clusters Score -4857603 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4858064.500000 Penalty: 12536.358398
	Iteration 15Q: 3 clusters Score -4858064 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4858559.500000 Penalty: 12536.358398
	Iteration 16Q: 3 clusters Score -4858560 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4859134.000000 Penalty: 12536.358398
	Iteration 17Q: 3 clusters Score -4859134 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4859712.000000 Penalty: 12536.358398
	Iteration 18Q: 3 clusters Score -4859712 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4860165.500000 Penalty: 12536.358398
	Iteration 19Q: 3 clusters Score -4860166 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4860506.000000 Penalty: 12536.358398
	Iteration 20F: 3 clusters Score -4860506 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4860716.000000 Penalty: 12536.358398
	Iteration 21Q: 3 clusters Score -4860716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4860819.500000 Penalty: 12536.358398
	Iteration 22Q: 3 clusters Score -4860820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4860888.000000 Penalty: 12536.358398
	Iteration 23Q: 3 clusters Score -4860888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4860931.000000 Penalty: 12536.358398
	Iteration 24Q: 3 clusters Score -4860931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4860960.500000 Penalty: 12536.358398
	Iteration 25Q: 3 clusters Score -4860960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4860980.000000 Penalty: 12536.358398
	Iteration 26Q: 3 clusters Score -4860980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4860992.000000 Penalty: 12536.358398
	Iteration 27Q: 3 clusters Score -4860992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4860994.000000 Penalty: 12536.358398
	Iteration 28Q: 3 clusters Score -4860994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4860997.500000 Penalty: 12536.358398
	Iteration 29Q: 3 clusters Score -4860998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4861004.500000 Penalty: 12536.358398
	Iteration 30Q: 3 clusters Score -4861004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4861012.000000 Penalty: 12536.358398
	Iteration 31Q: 3 clusters Score -4861012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4861011.000000 Penalty: 12536.358398
	Iteration 32Q: 3 clusters Score -4861011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4861023.000000 Penalty: 12536.358398
	Iteration 33Q: 3 clusters Score -4861023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4861012.000000 Penalty: 12536.358398
	Iteration 34Q: 3 clusters Score -4861012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4861015.500000 Penalty: 12536.358398
	Iteration 35Q: 3 clusters Score -4861016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4861016.000000 Penalty: 12536.358398
	Iteration 36Q: 3 clusters Score -4861016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4861024.000000 Penalty: 12536.358398
	Iteration 37Q: 3 clusters Score -4861024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4861024.500000 Penalty: 12536.358398
	Iteration 38Q: 3 clusters Score -4861024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4861028.000000 Penalty: 12536.358398
	Iteration 39Q: 3 clusters Score -4861028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4861027.000000 Penalty: 12536.358398
	Iteration 40F: 3 clusters Score -4861027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4861022.500000 Penalty: 12536.358398
	Iteration 41Q: 3 clusters Score -4861022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4861022.500000 Penalty: 12536.358398
	Iteration 42F: 3 clusters Score -4861022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -282061.125000 Penalty: 4640.359863
	Iteration 0F: 2 clusters Score -282061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277420.750000 Penalty: 9280.719727
	Iteration 0F: 3 clusters Score -277420.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -278760.531250 Penalty: 9280.719727
	Iteration 1F: 3 clusters Score -278760.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279466.406250 Penalty: 9280.719727
	Iteration 2F: 3 clusters Score -279466.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -280122.406250 Penalty: 9280.719727
	Iteration 3F: 3 clusters Score -280122.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -281251.093750 Penalty: 9280.719727
	Iteration 4F: 3 clusters Score -281251.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283055.375000 Penalty: 9280.719727
	Iteration 5F: 3 clusters Score -283055.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285096.000000 Penalty: 9280.719727
	Iteration 6F: 3 clusters Score -285096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -285934.906250 Penalty: 9280.719727
	Iteration 7Q: 3 clusters Score -285934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -286449.187500 Penalty: 9280.719727
	Iteration 8Q: 3 clusters Score -286449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -286520.500000 Penalty: 9280.719727
	Iteration 9Q: 3 clusters Score -286520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286539.875000 Penalty: 9280.719727
	Iteration 10Q: 3 clusters Score -286539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286542.343750 Penalty: 9280.719727
	Iteration 11Q: 3 clusters Score -286542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -286546.781250 Penalty: 9280.719727
	Iteration 12Q: 3 clusters Score -286546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286552.593750 Penalty: 9280.719727
	Iteration 13Q: 3 clusters Score -286552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286564.468750 Penalty: 9280.719727
	Iteration 14Q: 3 clusters Score -286564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -286575.937500 Penalty: 9280.719727
	Iteration 15Q: 3 clusters Score -286575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286592.406250 Penalty: 9280.719727
	Iteration 16Q: 3 clusters Score -286592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -286596.375000 Penalty: 9280.719727
	Iteration 17Q: 3 clusters Score -286596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286599.687500 Penalty: 9280.719727
	Iteration 18Q: 3 clusters Score -286599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -286600.812500 Penalty: 9280.719727
	Iteration 19Q: 3 clusters Score -286600.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -286607.781250 Penalty: 9280.719727
	Iteration 20F: 3 clusters Score -286607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -286627.156250 Penalty: 9280.719727
	Iteration 21Q: 3 clusters Score -286627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -286668.875000 Penalty: 9280.719727
	Iteration 22Q: 3 clusters Score -286668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286719.906250 Penalty: 9280.719727
	Iteration 23Q: 3 clusters Score -286719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -286794.562500 Penalty: 9280.719727
	Iteration 24Q: 3 clusters Score -286794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -286853.281250 Penalty: 9280.719727
	Iteration 25Q: 3 clusters Score -286853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -286904.000000 Penalty: 9280.719727
	Iteration 26Q: 3 clusters Score -286904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -286976.625000 Penalty: 9280.719727
	Iteration 27Q: 3 clusters Score -286976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -287070.437500 Penalty: 9280.719727
	Iteration 28Q: 3 clusters Score -287070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -287172.031250 Penalty: 9280.719727
	Iteration 29Q: 3 clusters Score -287172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -287328.250000 Penalty: 9280.719727
	Iteration 30Q: 3 clusters Score -287328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -287558.875000 Penalty: 9280.719727
	Iteration 31Q: 3 clusters Score -287558.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -287762.125000 Penalty: 9280.719727
	Iteration 32Q: 3 clusters Score -287762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -287792.593750 Penalty: 9280.719727
	Iteration 33Q: 3 clusters Score -287792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -287838.625000 Penalty: 9280.719727
	Iteration 34Q: 3 clusters Score -287838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -287908.593750 Penalty: 9280.719727
	Iteration 35Q: 3 clusters Score -287908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -287992.406250 Penalty: 9280.719727
	Iteration 36Q: 3 clusters Score -287992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -288061.406250 Penalty: 9280.719727
	Iteration 37Q: 3 clusters Score -288061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -288123.156250 Penalty: 9280.719727
	Iteration 38Q: 3 clusters Score -288123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288167.875000 Penalty: 9280.719727
	Iteration 39Q: 3 clusters Score -288167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288206.843750 Penalty: 9280.719727
	Iteration 40F: 3 clusters Score -288206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288389.750000 Penalty: 9280.719727
	Iteration 41Q: 3 clusters Score -288389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288712.531250 Penalty: 9280.719727
	Iteration 42Q: 3 clusters Score -288712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288716.531250 Penalty: 9280.719727
	Iteration 43Q: 3 clusters Score -288716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288716.531250 Penalty: 9280.719727
	Iteration 44F: 3 clusters Score -288716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 123695 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 1322 members 
Entering Unmasked Estep 
Score: -226635456.000000 Penalty: 189491.578125
Splitting cluster 11 changes total score from -226605504.000000 to -226635456.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (30704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Entering Unmasked Estep 
Score: -5424974.000000 Penalty: 6328.440918
	Iteration 0F: 2 clusters Score -5424974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5401770.500000 Penalty: 12656.881836
	Iteration 0F: 3 clusters Score -5401770 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -5409184.000000 Penalty: 12656.881836
	Iteration 1F: 3 clusters Score -5409184 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -5410482.500000 Penalty: 12656.881836
	Iteration 2F: 3 clusters Score -5410482 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5411678.500000 Penalty: 12656.881836
	Iteration 3F: 3 clusters Score -5411678 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5412768.500000 Penalty: 12656.881836
	Iteration 4F: 3 clusters Score -5412768 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5413880.500000 Penalty: 12656.881836
	Iteration 5F: 3 clusters Score -5413880 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5414994.500000 Penalty: 12656.881836
	Iteration 6F: 3 clusters Score -5414994 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -5416320.000000 Penalty: 12656.881836
	Iteration 7F: 3 clusters Score -5416320 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5417842.500000 Penalty: 12656.881836
	Iteration 8F: 3 clusters Score -5417842 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5419488.500000 Penalty: 12656.881836
	Iteration 9F: 3 clusters Score -5419488 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5421083.000000 Penalty: 12656.881836
	Iteration 10F: 3 clusters Score -5421083 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5422411.500000 Penalty: 12656.881836
	Iteration 11Q: 3 clusters Score -5422412 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5423345.000000 Penalty: 12656.881836
	Iteration 12Q: 3 clusters Score -5423345 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -5423957.500000 Penalty: 12656.881836
	Iteration 13Q: 3 clusters Score -5423958 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -5424341.500000 Penalty: 12656.881836
	Iteration 14Q: 3 clusters Score -5424342 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -5424580.000000 Penalty: 12656.881836
	Iteration 15Q: 3 clusters Score -5424580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -5424707.500000 Penalty: 12656.881836
	Iteration 16Q: 3 clusters Score -5424708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5424778.500000 Penalty: 12656.881836
	Iteration 17Q: 3 clusters Score -5424778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -5424823.500000 Penalty: 12656.881836
	Iteration 18Q: 3 clusters Score -5424824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5424843.500000 Penalty: 12656.881836
	Iteration 19Q: 3 clusters Score -5424844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -5424855.500000 Penalty: 12656.881836
	Iteration 20F: 3 clusters Score -5424856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5424861.000000 Penalty: 12656.881836
	Iteration 21Q: 3 clusters Score -5424861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5424863.500000 Penalty: 12656.881836
	Iteration 22Q: 3 clusters Score -5424864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5424866.000000 Penalty: 12656.881836
	Iteration 23Q: 3 clusters Score -5424866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5424867.500000 Penalty: 12656.881836
	Iteration 24Q: 3 clusters Score -5424868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5424866.000000 Penalty: 12656.881836
	Iteration 25Q: 3 clusters Score -5424866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5424869.000000 Penalty: 12656.881836
	Iteration 26Q: 3 clusters Score -5424869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5424869.000000 Penalty: 12656.881836
	Iteration 27F: 3 clusters Score -5424869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (123695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123695 members 
Entering Unmasked Estep 
Score: -22457532.000000 Penalty: 7181.914551
	Iteration 0F: 2 clusters Score -2.245753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -22373668.000000 Penalty: 14363.829102
	Iteration 0F: 3 clusters Score -2.237367e+07 nChanged 57296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -22405468.000000 Penalty: 14363.829102
	Iteration 1F: 3 clusters Score -2.240547e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -22406628.000000 Penalty: 14363.829102
	Iteration 2Q: 3 clusters Score -2.240663e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -22407932.000000 Penalty: 14363.829102
	Iteration 3Q: 3 clusters Score -2.240793e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -22408984.000000 Penalty: 14363.829102
	Iteration 4Q: 3 clusters Score -2.240898e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -22410566.000000 Penalty: 14363.829102
	Iteration 5Q: 3 clusters Score -2.241057e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -22412734.000000 Penalty: 14363.829102
	Iteration 6Q: 3 clusters Score -2.241273e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -22416002.000000 Penalty: 14363.829102
	Iteration 7Q: 3 clusters Score -2.2416e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -22420480.000000 Penalty: 14363.829102
	Iteration 8F: 3 clusters Score -2.242048e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -22426350.000000 Penalty: 14363.829102
	Iteration 9F: 3 clusters Score -2.242635e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -22433308.000000 Penalty: 14363.829102
	Iteration 10F: 3 clusters Score -2.243331e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -22441750.000000 Penalty: 14363.829102
	Iteration 11F: 3 clusters Score -2.244175e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -22449976.000000 Penalty: 14363.829102
	Iteration 12F: 3 clusters Score -2.244998e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -22455078.000000 Penalty: 14363.829102
	Iteration 13Q: 3 clusters Score -2.245508e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -22457328.000000 Penalty: 14363.829102
	Iteration 14Q: 3 clusters Score -2.245733e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -22458552.000000 Penalty: 14363.829102
	Iteration 15Q: 3 clusters Score -2.245855e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -22459234.000000 Penalty: 14363.829102
	Iteration 16Q: 3 clusters Score -2.245923e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -22459646.000000 Penalty: 14363.829102
	Iteration 17Q: 3 clusters Score -2.245965e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -22459794.000000 Penalty: 14363.829102
	Iteration 18Q: 3 clusters Score -2.245979e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -22459908.000000 Penalty: 14363.829102
	Iteration 19Q: 3 clusters Score -2.245991e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -22459998.000000 Penalty: 14363.829102
	Iteration 20F: 3 clusters Score -2.246e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -22460088.000000 Penalty: 14363.829102
	Iteration 21Q: 3 clusters Score -2.246009e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -22460194.000000 Penalty: 14363.829102
	Iteration 22Q: 3 clusters Score -2.246019e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -22460276.000000 Penalty: 14363.829102
	Iteration 23Q: 3 clusters Score -2.246028e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -22460334.000000 Penalty: 14363.829102
	Iteration 24Q: 3 clusters Score -2.246033e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -22460356.000000 Penalty: 14363.829102
	Iteration 25Q: 3 clusters Score -2.246036e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -22460376.000000 Penalty: 14363.829102
	Iteration 26Q: 3 clusters Score -2.246038e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -22460420.000000 Penalty: 14363.829102
	Iteration 27Q: 3 clusters Score -2.246042e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -22460454.000000 Penalty: 14363.829102
	Iteration 28Q: 3 clusters Score -2.246045e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -22460460.000000 Penalty: 14363.829102
	Iteration 29Q: 3 clusters Score -2.246046e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -22460460.000000 Penalty: 14363.829102
	Iteration 30Q: 3 clusters Score -2.246046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -22460458.000000 Penalty: 14363.829102
	Iteration 31Q: 3 clusters Score -2.246046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -22460464.000000 Penalty: 14363.829102
	Iteration 32Q: 3 clusters Score -2.246046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -22460456.000000 Penalty: 14363.829102
	Iteration 33Q: 3 clusters Score -2.246046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -22460470.000000 Penalty: 14363.829102
	Iteration 34Q: 3 clusters Score -2.246047e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -22460472.000000 Penalty: 14363.829102
	Iteration 35Q: 3 clusters Score -2.246047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -22460490.000000 Penalty: 14363.829102
	Iteration 36Q: 3 clusters Score -2.246049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -22460448.000000 Penalty: 14363.829102
	Iteration 37Q: 3 clusters Score -2.246045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -22460466.000000 Penalty: 14363.829102
	Iteration 38Q: 3 clusters Score -2.246047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -22460476.000000 Penalty: 14363.829102
	Iteration 39Q: 3 clusters Score -2.246048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -22460480.000000 Penalty: 14363.829102
	Iteration 40F: 3 clusters Score -2.246048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -22460496.000000 Penalty: 14363.829102
	Iteration 41Q: 3 clusters Score -2.24605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -22460482.000000 Penalty: 14363.829102
	Iteration 42Q: 3 clusters Score -2.246048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -22460476.000000 Penalty: 14363.829102
	Iteration 43Q: 3 clusters Score -2.246048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -22460458.000000 Penalty: 14363.829102
	Iteration 44Q: 3 clusters Score -2.246046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -22460462.000000 Penalty: 14363.829102
	Iteration 45Q: 3 clusters Score -2.246046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -22460472.000000 Penalty: 14363.829102
	Iteration 46Q: 3 clusters Score -2.246047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -22460482.000000 Penalty: 14363.829102
	Iteration 47Q: 3 clusters Score -2.246048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -22460480.000000 Penalty: 14363.829102
	Iteration 48Q: 3 clusters Score -2.246048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -22460474.000000 Penalty: 14363.829102
	Iteration 49Q: 3 clusters Score -2.246047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -22460466.000000 Penalty: 14363.829102
	Iteration 50Q: 3 clusters Score -2.246047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -22460466.000000 Penalty: 14363.829102
	Iteration 51F: 3 clusters Score -2.246047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 78720 members 
Entering Unmasked Estep 
Score: -226638688.000000 Penalty: 198104.828125
Splitting cluster 13 changes total score from -226605504.000000 to -226638688.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (261302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261302 members 
Entering Unmasked Estep 
Score: -46929520.000000 Penalty: 7639.977539
	Iteration 0F: 2 clusters Score -4.692952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130698 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -46763276.000000 Penalty: 15279.955078
	Iteration 0F: 3 clusters Score -4.676328e+07 nChanged 123549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128593 members 
Mstep: Class 2 contains 132709 members 
Entering Unmasked Estep 
Score: -46834452.000000 Penalty: 15279.955078
	Iteration 1F: 3 clusters Score -4.683445e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -46836368.000000 Penalty: 15279.955078
	Iteration 2Q: 3 clusters Score -4.683637e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124663 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -46838792.000000 Penalty: 15279.955078
	Iteration 3Q: 3 clusters Score -4.683879e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 140359 members 
Entering Unmasked Estep 
Score: -46841544.000000 Penalty: 15279.955078
	Iteration 4Q: 3 clusters Score -4.684154e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 145661 members 
Entering Unmasked Estep 
Score: -46845324.000000 Penalty: 15279.955078
	Iteration 5Q: 3 clusters Score -4.684532e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -46850392.000000 Penalty: 15279.955078
	Iteration 6Q: 3 clusters Score -4.685039e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -46857348.000000 Penalty: 15279.955078
	Iteration 7F: 3 clusters Score -4.685735e+07 nChanged 15528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 174080 members 
Entering Unmasked Estep 
Score: -46865956.000000 Penalty: 15279.955078
	Iteration 8F: 3 clusters Score -4.686596e+07 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -46876256.000000 Penalty: 15279.955078
	Iteration 9F: 3 clusters Score -4.687626e+07 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 201939 members 
Entering Unmasked Estep 
Score: -46887216.000000 Penalty: 15279.955078
	Iteration 10F: 3 clusters Score -4.688722e+07 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 215950 members 
Entering Unmasked Estep 
Score: -46896800.000000 Penalty: 15279.955078
	Iteration 11F: 3 clusters Score -4.68968e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 228138 members 
Entering Unmasked Estep 
Score: -46905560.000000 Penalty: 15279.955078
	Iteration 12Q: 3 clusters Score -4.690556e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 237152 members 
Entering Unmasked Estep 
Score: -46911848.000000 Penalty: 15279.955078
	Iteration 13Q: 3 clusters Score -4.691185e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 243069 members 
Entering Unmasked Estep 
Score: -46916560.000000 Penalty: 15279.955078
	Iteration 14Q: 3 clusters Score -4.691656e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 246467 members 
Entering Unmasked Estep 
Score: -46919672.000000 Penalty: 15279.955078
	Iteration 15Q: 3 clusters Score -4.691967e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 248212 members 
Entering Unmasked Estep 
Score: -46922028.000000 Penalty: 15279.955078
	Iteration 16Q: 3 clusters Score -4.692203e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 248787 members 
Entering Unmasked Estep 
Score: -46923884.000000 Penalty: 15279.955078
	Iteration 17Q: 3 clusters Score -4.692388e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 248546 members 
Entering Unmasked Estep 
Score: -46925572.000000 Penalty: 15279.955078
	Iteration 18Q: 3 clusters Score -4.692557e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 248073 members 
Entering Unmasked Estep 
Score: -46926340.000000 Penalty: 15279.955078
	Iteration 19Q: 3 clusters Score -4.692634e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 247522 members 
Entering Unmasked Estep 
Score: -46926764.000000 Penalty: 15279.955078
	Iteration 20F: 3 clusters Score -4.692676e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 246897 members 
Entering Unmasked Estep 
Score: -46927300.000000 Penalty: 15279.955078
	Iteration 21Q: 3 clusters Score -4.69273e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 246352 members 
Entering Unmasked Estep 
Score: -46927620.000000 Penalty: 15279.955078
	Iteration 22Q: 3 clusters Score -4.692762e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 245801 members 
Entering Unmasked Estep 
Score: -46927940.000000 Penalty: 15279.955078
	Iteration 23Q: 3 clusters Score -4.692794e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 245310 members 
Entering Unmasked Estep 
Score: -46928092.000000 Penalty: 15279.955078
	Iteration 24Q: 3 clusters Score -4.692809e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 244865 members 
Entering Unmasked Estep 
Score: -46928272.000000 Penalty: 15279.955078
	Iteration 25Q: 3 clusters Score -4.692827e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 244473 members 
Entering Unmasked Estep 
Score: -46928420.000000 Penalty: 15279.955078
	Iteration 26Q: 3 clusters Score -4.692842e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 244119 members 
Entering Unmasked Estep 
Score: -46928584.000000 Penalty: 15279.955078
	Iteration 27Q: 3 clusters Score -4.692858e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 243794 members 
Entering Unmasked Estep 
Score: -46928740.000000 Penalty: 15279.955078
	Iteration 28Q: 3 clusters Score -4.692874e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 243477 members 
Entering Unmasked Estep 
Score: -46928740.000000 Penalty: 15279.955078
	Iteration 29Q: 3 clusters Score -4.692874e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 243201 members 
Entering Unmasked Estep 
Score: -46928992.000000 Penalty: 15279.955078
	Iteration 30Q: 3 clusters Score -4.692899e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 242916 members 
Entering Unmasked Estep 
Score: -46929012.000000 Penalty: 15279.955078
	Iteration 31Q: 3 clusters Score -4.692901e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 242663 members 
Entering Unmasked Estep 
Score: -46929192.000000 Penalty: 15279.955078
	Iteration 32Q: 3 clusters Score -4.692919e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 242425 members 
Entering Unmasked Estep 
Score: -46929216.000000 Penalty: 15279.955078
	Iteration 33Q: 3 clusters Score -4.692922e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 242175 members 
Entering Unmasked Estep 
Score: -46929228.000000 Penalty: 15279.955078
	Iteration 34Q: 3 clusters Score -4.692923e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 241936 members 
Entering Unmasked Estep 
Score: -46929348.000000 Penalty: 15279.955078
	Iteration 35Q: 3 clusters Score -4.692935e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 241743 members 
Entering Unmasked Estep 
Score: -46929392.000000 Penalty: 15279.955078
	Iteration 36Q: 3 clusters Score -4.692939e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 241598 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 37Q: 3 clusters Score -4.692946e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 241480 members 
Entering Unmasked Estep 
Score: -46929540.000000 Penalty: 15279.955078
	Iteration 38Q: 3 clusters Score -4.692954e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 241357 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 39Q: 3 clusters Score -4.692946e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 241250 members 
Entering Unmasked Estep 
Score: -46929548.000000 Penalty: 15279.955078
	Iteration 40F: 3 clusters Score -4.692955e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 241162 members 
Entering Unmasked Estep 
Score: -46929548.000000 Penalty: 15279.955078
	Iteration 41Q: 3 clusters Score -4.692955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 241085 members 
Entering Unmasked Estep 
Score: -46929532.000000 Penalty: 15279.955078
	Iteration 42Q: 3 clusters Score -4.692953e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 241014 members 
Entering Unmasked Estep 
Score: -46929524.000000 Penalty: 15279.955078
	Iteration 43Q: 3 clusters Score -4.692952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 240953 members 
Entering Unmasked Estep 
Score: -46929536.000000 Penalty: 15279.955078
	Iteration 44Q: 3 clusters Score -4.692954e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 240898 members 
Entering Unmasked Estep 
Score: -46929548.000000 Penalty: 15279.955078
	Iteration 45Q: 3 clusters Score -4.692955e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 240832 members 
Entering Unmasked Estep 
Score: -46929496.000000 Penalty: 15279.955078
	Iteration 46Q: 3 clusters Score -4.69295e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 240773 members 
Entering Unmasked Estep 
Score: -46929516.000000 Penalty: 15279.955078
	Iteration 47Q: 3 clusters Score -4.692952e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 240722 members 
Entering Unmasked Estep 
Score: -46929548.000000 Penalty: 15279.955078
	Iteration 48Q: 3 clusters Score -4.692955e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 240677 members 
Entering Unmasked Estep 
Score: -46929540.000000 Penalty: 15279.955078
	Iteration 49Q: 3 clusters Score -4.692954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 240641 members 
Entering Unmasked Estep 
Score: -46929548.000000 Penalty: 15279.955078
	Iteration 50Q: 3 clusters Score -4.692955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 240596 members 
Entering Unmasked Estep 
Score: -46929524.000000 Penalty: 15279.955078
	Iteration 51Q: 3 clusters Score -4.692952e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 240554 members 
Entering Unmasked Estep 
Score: -46929568.000000 Penalty: 15279.955078
	Iteration 52Q: 3 clusters Score -4.692957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 240513 members 
Entering Unmasked Estep 
Score: -46929588.000000 Penalty: 15279.955078
	Iteration 53Q: 3 clusters Score -4.692959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 240469 members 
Entering Unmasked Estep 
Score: -46929592.000000 Penalty: 15279.955078
	Iteration 54Q: 3 clusters Score -4.692959e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 240430 members 
Entering Unmasked Estep 
Score: -46929548.000000 Penalty: 15279.955078
	Iteration 55Q: 3 clusters Score -4.692955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 240396 members 
Entering Unmasked Estep 
Score: -46929520.000000 Penalty: 15279.955078
	Iteration 56Q: 3 clusters Score -4.692952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 240357 members 
Entering Unmasked Estep 
Score: -46929540.000000 Penalty: 15279.955078
	Iteration 57Q: 3 clusters Score -4.692954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 240315 members 
Entering Unmasked Estep 
Score: -46929540.000000 Penalty: 15279.955078
	Iteration 58Q: 3 clusters Score -4.692954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 240273 members 
Entering Unmasked Estep 
Score: -46929492.000000 Penalty: 15279.955078
	Iteration 59Q: 3 clusters Score -4.692949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 240236 members 
Entering Unmasked Estep 
Score: -46929496.000000 Penalty: 15279.955078
	Iteration 60F: 3 clusters Score -4.69295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 240207 members 
Entering Unmasked Estep 
Score: -46929492.000000 Penalty: 15279.955078
	Iteration 61Q: 3 clusters Score -4.692949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 240190 members 
Entering Unmasked Estep 
Score: -46929504.000000 Penalty: 15279.955078
	Iteration 62Q: 3 clusters Score -4.69295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 240174 members 
Entering Unmasked Estep 
Score: -46929460.000000 Penalty: 15279.955078
	Iteration 63Q: 3 clusters Score -4.692946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 240166 members 
Entering Unmasked Estep 
Score: -46929476.000000 Penalty: 15279.955078
	Iteration 64Q: 3 clusters Score -4.692948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 240158 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 65Q: 3 clusters Score -4.692946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 240144 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 66Q: 3 clusters Score -4.692946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 240136 members 
Entering Unmasked Estep 
Score: -46929468.000000 Penalty: 15279.955078
	Iteration 67Q: 3 clusters Score -4.692947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 240130 members 
Entering Unmasked Estep 
Score: -46929472.000000 Penalty: 15279.955078
	Iteration 68Q: 3 clusters Score -4.692947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 240120 members 
Entering Unmasked Estep 
Score: -46929476.000000 Penalty: 15279.955078
	Iteration 69Q: 3 clusters Score -4.692948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 240110 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 70Q: 3 clusters Score -4.692946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 240104 members 
Entering Unmasked Estep 
Score: -46929492.000000 Penalty: 15279.955078
	Iteration 71Q: 3 clusters Score -4.692949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 240099 members 
Entering Unmasked Estep 
Score: -46929476.000000 Penalty: 15279.955078
	Iteration 72Q: 3 clusters Score -4.692948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 240095 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 73Q: 3 clusters Score -4.692946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 240088 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 74Q: 3 clusters Score -4.692946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 240084 members 
Entering Unmasked Estep 
Score: -46929460.000000 Penalty: 15279.955078
	Iteration 75Q: 3 clusters Score -4.692946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 240079 members 
Entering Unmasked Estep 
Score: -46929464.000000 Penalty: 15279.955078
	Iteration 76Q: 3 clusters Score -4.692946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 240076 members 
Entering Unmasked Estep 
Score: -46929448.000000 Penalty: 15279.955078
	Iteration 77Q: 3 clusters Score -4.692945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 240074 members 
Entering Unmasked Estep 
Score: -46929456.000000 Penalty: 15279.955078
	Iteration 78Q: 3 clusters Score -4.692946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 240074 members 
Entering Unmasked Estep 
Score: -46929456.000000 Penalty: 15279.955078
	Iteration 79F: 3 clusters Score -4.692946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -596205.250000 Penalty: 5090.430176
	Iteration 0F: 2 clusters Score -596205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -590202.625000 Penalty: 10180.860352
	Iteration 0F: 3 clusters Score -590202.6 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -593097.500000 Penalty: 10180.860352
	Iteration 1F: 3 clusters Score -593097.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -595499.437500 Penalty: 10180.860352
	Iteration 2F: 3 clusters Score -595499.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -598703.125000 Penalty: 10180.860352
	Iteration 3F: 3 clusters Score -598703.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -601348.125000 Penalty: 10180.860352
	Iteration 4F: 3 clusters Score -601348.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -602240.375000 Penalty: 10180.860352
	Iteration 5Q: 3 clusters Score -602240.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -603734.187500 Penalty: 10180.860352
	Iteration 6Q: 3 clusters Score -603734.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -604366.250000 Penalty: 10180.860352
	Iteration 7Q: 3 clusters Score -604366.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -604734.375000 Penalty: 10180.860352
	Iteration 8Q: 3 clusters Score -604734.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -605311.750000 Penalty: 10180.860352
	Iteration 9Q: 3 clusters Score -605311.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -605545.250000 Penalty: 10180.860352
	Iteration 10Q: 3 clusters Score -605545.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -605606.875000 Penalty: 10180.860352
	Iteration 11Q: 3 clusters Score -605606.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -605670.625000 Penalty: 10180.860352
	Iteration 12Q: 3 clusters Score -605670.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -605712.187500 Penalty: 10180.860352
	Iteration 13Q: 3 clusters Score -605712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -605744.000000 Penalty: 10180.860352
	Iteration 14Q: 3 clusters Score -605744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -605801.750000 Penalty: 10180.860352
	Iteration 15Q: 3 clusters Score -605801.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -605875.250000 Penalty: 10180.860352
	Iteration 16Q: 3 clusters Score -605875.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -605950.062500 Penalty: 10180.860352
	Iteration 17Q: 3 clusters Score -605950.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -606027.750000 Penalty: 10180.860352
	Iteration 18Q: 3 clusters Score -606027.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -606085.562500 Penalty: 10180.860352
	Iteration 19Q: 3 clusters Score -606085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -606344.937500 Penalty: 10180.860352
	Iteration 20F: 3 clusters Score -606344.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -606957.562500 Penalty: 10180.860352
	Iteration 21Q: 3 clusters Score -606957.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -608608.625000 Penalty: 10180.860352
	Iteration 22Q: 3 clusters Score -608608.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -610226.125000 Penalty: 10180.860352
	Iteration 23Q: 3 clusters Score -610226.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -611248.062500 Penalty: 10180.860352
	Iteration 24Q: 3 clusters Score -611248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -611433.750000 Penalty: 10180.860352
	Iteration 25Q: 3 clusters Score -611433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -611450.500000 Penalty: 10180.860352
	Iteration 26Q: 3 clusters Score -611450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -611468.375000 Penalty: 10180.860352
	Iteration 27Q: 3 clusters Score -611468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -611471.312500 Penalty: 10180.860352
	Iteration 28Q: 3 clusters Score -611471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -611683.562500 Penalty: 10180.860352
	Iteration 29F: 3 clusters Score -611683.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -612613.125000 Penalty: 10180.860352
	Iteration 30Q: 3 clusters Score -612613.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -614702.000000 Penalty: 10180.860352
	Iteration 31Q: 3 clusters Score -614702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -614704.500000 Penalty: 10180.860352
	Iteration 32Q: 3 clusters Score -614704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -614704.500000 Penalty: 10180.860352
	Iteration 33F: 3 clusters Score -614704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 23156 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 78720 members 
Mstep: Class 24 contains 1591 members 
Entering Unmasked Estep 
Score: -226657312.000000 Penalty: 206718.078125
Splitting cluster 15 changes total score from -226605504.000000 to -226657312.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (57179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Entering Unmasked Estep 
Score: -10383743.000000 Penalty: 6709.289551
	Iteration 0F: 2 clusters Score -1.038374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -10343534.000000 Penalty: 13418.579102
	Iteration 0F: 3 clusters Score -1.034353e+07 nChanged 25436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -10356814.000000 Penalty: 13418.579102
	Iteration 1F: 3 clusters Score -1.035681e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -10357776.000000 Penalty: 13418.579102
	Iteration 2Q: 3 clusters Score -1.035778e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -10358581.000000 Penalty: 13418.579102
	Iteration 3Q: 3 clusters Score -1.035858e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -10359415.000000 Penalty: 13418.579102
	Iteration 4Q: 3 clusters Score -1.035942e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -10360767.000000 Penalty: 13418.579102
	Iteration 5Q: 3 clusters Score -1.036077e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -10362721.000000 Penalty: 13418.579102
	Iteration 6F: 3 clusters Score -1.036272e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -10365253.000000 Penalty: 13418.579102
	Iteration 7F: 3 clusters Score -1.036525e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -10368095.000000 Penalty: 13418.579102
	Iteration 8F: 3 clusters Score -1.03681e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -10370824.000000 Penalty: 13418.579102
	Iteration 9F: 3 clusters Score -1.037082e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -10372928.000000 Penalty: 13418.579102
	Iteration 10F: 3 clusters Score -1.037293e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -10374473.000000 Penalty: 13418.579102
	Iteration 11Q: 3 clusters Score -1.037447e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -10375657.000000 Penalty: 13418.579102
	Iteration 12Q: 3 clusters Score -1.037566e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -10376624.000000 Penalty: 13418.579102
	Iteration 13Q: 3 clusters Score -1.037662e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -10377445.000000 Penalty: 13418.579102
	Iteration 14Q: 3 clusters Score -1.037744e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -10378147.000000 Penalty: 13418.579102
	Iteration 15Q: 3 clusters Score -1.037815e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -10378706.000000 Penalty: 13418.579102
	Iteration 16Q: 3 clusters Score -1.037871e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -10379160.000000 Penalty: 13418.579102
	Iteration 17Q: 3 clusters Score -1.037916e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -10379536.000000 Penalty: 13418.579102
	Iteration 18Q: 3 clusters Score -1.037954e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -10379785.000000 Penalty: 13418.579102
	Iteration 19Q: 3 clusters Score -1.037978e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -10380041.000000 Penalty: 13418.579102
	Iteration 20F: 3 clusters Score -1.038004e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -10380174.000000 Penalty: 13418.579102
	Iteration 21Q: 3 clusters Score -1.038017e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -10380336.000000 Penalty: 13418.579102
	Iteration 22Q: 3 clusters Score -1.038034e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -10380415.000000 Penalty: 13418.579102
	Iteration 23Q: 3 clusters Score -1.038042e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -10380482.000000 Penalty: 13418.579102
	Iteration 24Q: 3 clusters Score -1.038048e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10380547.000000 Penalty: 13418.579102
	Iteration 25Q: 3 clusters Score -1.038055e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -10380600.000000 Penalty: 13418.579102
	Iteration 26Q: 3 clusters Score -1.03806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -10380645.000000 Penalty: 13418.579102
	Iteration 27Q: 3 clusters Score -1.038064e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -10380673.000000 Penalty: 13418.579102
	Iteration 28Q: 3 clusters Score -1.038067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10380720.000000 Penalty: 13418.579102
	Iteration 29Q: 3 clusters Score -1.038072e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -10380769.000000 Penalty: 13418.579102
	Iteration 30Q: 3 clusters Score -1.038077e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -10380798.000000 Penalty: 13418.579102
	Iteration 31Q: 3 clusters Score -1.03808e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -10380831.000000 Penalty: 13418.579102
	Iteration 32Q: 3 clusters Score -1.038083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -10380830.000000 Penalty: 13418.579102
	Iteration 33Q: 3 clusters Score -1.038083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -10380834.000000 Penalty: 13418.579102
	Iteration 34Q: 3 clusters Score -1.038083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -10380812.000000 Penalty: 13418.579102
	Iteration 35Q: 3 clusters Score -1.038081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -10380825.000000 Penalty: 13418.579102
	Iteration 36Q: 3 clusters Score -1.038082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -10380823.000000 Penalty: 13418.579102
	Iteration 37Q: 3 clusters Score -1.038082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -10380820.000000 Penalty: 13418.579102
	Iteration 38Q: 3 clusters Score -1.038082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -10380823.000000 Penalty: 13418.579102
	Iteration 39Q: 3 clusters Score -1.038082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -10380843.000000 Penalty: 13418.579102
	Iteration 40F: 3 clusters Score -1.038084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -10380824.000000 Penalty: 13418.579102
	Iteration 41Q: 3 clusters Score -1.038082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -10380827.000000 Penalty: 13418.579102
	Iteration 42Q: 3 clusters Score -1.038083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -10380837.000000 Penalty: 13418.579102
	Iteration 43Q: 3 clusters Score -1.038084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -10380827.000000 Penalty: 13418.579102
	Iteration 44Q: 3 clusters Score -1.038083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -10380844.000000 Penalty: 13418.579102
	Iteration 45Q: 3 clusters Score -1.038084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -10380843.000000 Penalty: 13418.579102
	Iteration 46Q: 3 clusters Score -1.038084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -10380834.000000 Penalty: 13418.579102
	Iteration 47Q: 3 clusters Score -1.038083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -10380835.000000 Penalty: 13418.579102
	Iteration 48Q: 3 clusters Score -1.038084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -10380825.000000 Penalty: 13418.579102
	Iteration 49Q: 3 clusters Score -1.038082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -10380827.000000 Penalty: 13418.579102
	Iteration 50Q: 3 clusters Score -1.038083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -10380825.000000 Penalty: 13418.579102
	Iteration 51Q: 3 clusters Score -1.038082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -10380825.000000 Penalty: 13418.579102
	Iteration 52F: 3 clusters Score -1.038082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Entering Unmasked Estep 
Score: -4000070.750000 Penalty: 6155.630371
	Iteration 0F: 2 clusters Score -4000071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3981581.250000 Penalty: 12311.260742
	Iteration 0F: 3 clusters Score -3981581 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3986909.250000 Penalty: 12311.260742
	Iteration 1F: 3 clusters Score -3986909 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3988395.500000 Penalty: 12311.260742
	Iteration 2F: 3 clusters Score -3988396 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3990552.000000 Penalty: 12311.260742
	Iteration 3F: 3 clusters Score -3990552 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3992981.250000 Penalty: 12311.260742
	Iteration 4F: 3 clusters Score -3992981 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3995434.500000 Penalty: 12311.260742
	Iteration 5F: 3 clusters Score -3995434 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3997890.500000 Penalty: 12311.260742
	Iteration 6F: 3 clusters Score -3997890 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3999919.250000 Penalty: 12311.260742
	Iteration 7F: 3 clusters Score -3999919 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4001189.250000 Penalty: 12311.260742
	Iteration 8F: 3 clusters Score -4001189 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4001905.750000 Penalty: 12311.260742
	Iteration 9Q: 3 clusters Score -4001906 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4002323.750000 Penalty: 12311.260742
	Iteration 10Q: 3 clusters Score -4002324 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4002695.250000 Penalty: 12311.260742
	Iteration 11Q: 3 clusters Score -4002695 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4003105.750000 Penalty: 12311.260742
	Iteration 12Q: 3 clusters Score -4003106 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4003611.250000 Penalty: 12311.260742
	Iteration 13Q: 3 clusters Score -4003611 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4004004.000000 Penalty: 12311.260742
	Iteration 14Q: 3 clusters Score -4004004 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4004344.750000 Penalty: 12311.260742
	Iteration 15Q: 3 clusters Score -4004345 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -4004722.250000 Penalty: 12311.260742
	Iteration 16Q: 3 clusters Score -4004722 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4004863.000000 Penalty: 12311.260742
	Iteration 17Q: 3 clusters Score -4004863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4004916.000000 Penalty: 12311.260742
	Iteration 18Q: 3 clusters Score -4004916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4004914.500000 Penalty: 12311.260742
	Iteration 19Q: 3 clusters Score -4004914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4004920.500000 Penalty: 12311.260742
	Iteration 20F: 3 clusters Score -4004920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4004928.250000 Penalty: 12311.260742
	Iteration 21Q: 3 clusters Score -4004928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4004929.000000 Penalty: 12311.260742
	Iteration 22Q: 3 clusters Score -4004929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4004931.000000 Penalty: 12311.260742
	Iteration 23Q: 3 clusters Score -4004931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4004931.250000 Penalty: 12311.260742
	Iteration 24Q: 3 clusters Score -4004931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4004928.500000 Penalty: 12311.260742
	Iteration 25Q: 3 clusters Score -4004928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4004928.500000 Penalty: 12311.260742
	Iteration 26F: 3 clusters Score -4004928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 17786 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 78720 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 5370 members 
Entering Unmasked Estep 
Score: -226658976.000000 Penalty: 215331.328125
Splitting cluster 19 changes total score from -226605504.000000 to -226658976.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (29300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Entering Unmasked Estep 
Score: -5267206.500000 Penalty: 6299.772461
	Iteration 0F: 2 clusters Score -5267206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5244814.500000 Penalty: 12599.544922
	Iteration 0F: 3 clusters Score -5244814 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -5251458.500000 Penalty: 12599.544922
	Iteration 1F: 3 clusters Score -5251458 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5252265.500000 Penalty: 12599.544922
	Iteration 2F: 3 clusters Score -5252266 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5252949.500000 Penalty: 12599.544922
	Iteration 3Q: 3 clusters Score -5252950 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -5253799.000000 Penalty: 12599.544922
	Iteration 4Q: 3 clusters Score -5253799 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -5255163.000000 Penalty: 12599.544922
	Iteration 5F: 3 clusters Score -5255163 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5257337.500000 Penalty: 12599.544922
	Iteration 6F: 3 clusters Score -5257338 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -5260074.500000 Penalty: 12599.544922
	Iteration 7F: 3 clusters Score -5260074 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -5262711.000000 Penalty: 12599.544922
	Iteration 8F: 3 clusters Score -5262711 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5264986.000000 Penalty: 12599.544922
	Iteration 9F: 3 clusters Score -5264986 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -5267656.000000 Penalty: 12599.544922
	Iteration 10F: 3 clusters Score -5267656 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -5274152.500000 Penalty: 12599.544922
	Iteration 11F: 3 clusters Score -5274152 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -5283342.500000 Penalty: 12599.544922
	Iteration 12F: 3 clusters Score -5283342 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5283942.000000 Penalty: 12599.544922
	Iteration 13Q: 3 clusters Score -5283942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -5283975.500000 Penalty: 12599.544922
	Iteration 14Q: 3 clusters Score -5283976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5283991.500000 Penalty: 12599.544922
	Iteration 15Q: 3 clusters Score -5283992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5283985.500000 Penalty: 12599.544922
	Iteration 16Q: 3 clusters Score -5283986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5283985.500000 Penalty: 12599.544922
	Iteration 17F: 3 clusters Score -5283986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 17786 members 
Mstep: Class 20 contains 19085 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 78720 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 10215 members 
Entering Unmasked Estep 
Score: -226672912.000000 Penalty: 223944.578125
Splitting cluster 20 changes total score from -226605504.000000 to -226672912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -318267.281250 Penalty: 4603.815430
	Iteration 0F: 2 clusters Score -318267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -313486.687500 Penalty: 9207.630859
	Iteration 0F: 3 clusters Score -313486.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -314029.468750 Penalty: 9207.630859
	Iteration 1F: 3 clusters Score -314029.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -314366.343750 Penalty: 9207.630859
	Iteration 2F: 3 clusters Score -314366.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -314648.250000 Penalty: 9207.630859
	Iteration 3F: 3 clusters Score -314648.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -315064.875000 Penalty: 9207.630859
	Iteration 4F: 3 clusters Score -315064.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -315789.875000 Penalty: 9207.630859
	Iteration 5F: 3 clusters Score -315789.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -316593.812500 Penalty: 9207.630859
	Iteration 6F: 3 clusters Score -316593.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -317274.000000 Penalty: 9207.630859
	Iteration 7F: 3 clusters Score -317274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -317681.250000 Penalty: 9207.630859
	Iteration 8F: 3 clusters Score -317681.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -317869.687500 Penalty: 9207.630859
	Iteration 9Q: 3 clusters Score -317869.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -318024.687500 Penalty: 9207.630859
	Iteration 10Q: 3 clusters Score -318024.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -318119.156250 Penalty: 9207.630859
	Iteration 11Q: 3 clusters Score -318119.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -318201.843750 Penalty: 9207.630859
	Iteration 12Q: 3 clusters Score -318201.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -318297.062500 Penalty: 9207.630859
	Iteration 13Q: 3 clusters Score -318297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -318366.312500 Penalty: 9207.630859
	Iteration 14Q: 3 clusters Score -318366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -318425.812500 Penalty: 9207.630859
	Iteration 15Q: 3 clusters Score -318425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -318469.531250 Penalty: 9207.630859
	Iteration 16Q: 3 clusters Score -318469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -318496.093750 Penalty: 9207.630859
	Iteration 17Q: 3 clusters Score -318496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -318507.437500 Penalty: 9207.630859
	Iteration 18Q: 3 clusters Score -318507.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -318507.437500 Penalty: 9207.630859
	Iteration 19F: 3 clusters Score -318507.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 17786 members 
Mstep: Class 20 contains 19085 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 78720 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 10215 members 
Mstep: Class 27 contains 479 members 
Entering Unmasked Estep 
Score: -226667776.000000 Penalty: 232557.843750
Splitting cluster 21 changes total score from -226605504.000000 to -226667776.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 495862 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42679 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 63673 members 
Mstep: Class 10 contains 27827 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 44975 members 
Mstep: Class 14 contains 261302 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 18 contains 57179 members 
Mstep: Class 19 contains 17786 members 
Mstep: Class 20 contains 19085 members 
Mstep: Class 21 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226685552.000000 Penalty: 232557.843750
Iteration 39Q: 28 clusters Score -2.266856e+08 nChanged 30115
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 497212 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 7688 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 41829 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 13489 members 
Mstep: Class 9 contains 64122 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 841 members 
Mstep: Class 12 contains 31438 members 
Mstep: Class 13 contains 48891 members 
Mstep: Class 14 contains 262048 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 821 members 
Mstep: Class 17 contains 39609 members 
Mstep: Class 18 contains 58273 members 
Mstep: Class 19 contains 18019 members 
Mstep: Class 20 contains 21346 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 73043 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 10164 members 
Mstep: Class 27 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226702944.000000 Penalty: 232557.843750
Iteration 40F: 28 clusters Score -2.267029e+08 nChanged 24784
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 495489 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 40561 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 12720 members 
Mstep: Class 9 contains 65967 members 
Mstep: Class 10 contains 25801 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 31979 members 
Mstep: Class 13 contains 51919 members 
Mstep: Class 14 contains 261366 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 38934 members 
Mstep: Class 18 contains 58908 members 
Mstep: Class 19 contains 17303 members 
Mstep: Class 20 contains 23102 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 72186 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 26 contains 10205 members 
Mstep: Class 27 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226714048.000000 Penalty: 232557.843750
Iteration 41Q: 28 clusters Score -2.26714e+08 nChanged 17131
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 493961 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 8235 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 39880 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 12112 members 
Mstep: Class 9 contains 67750 members 
Mstep: Class 10 contains 24574 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 32615 members 
Mstep: Class 13 contains 54676 members 
Mstep: Class 14 contains 260831 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 17 contains 37542 members 
Mstep: Class 18 contains 59252 members 
Mstep: Class 19 contains 16962 members 
Mstep: Class 20 contains 24704 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 1326 members 
Mstep: Class 23 contains 71224 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 10215 members 
Mstep: Class 27 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226722176.000000 Penalty: 232557.843750
Iteration 42Q: 28 clusters Score -2.267222e+08 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 493087 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 8368 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 39509 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 69324 members 
Mstep: Class 10 contains 23511 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 33184 members 
Mstep: Class 13 contains 56833 members 
Mstep: Class 14 contains 260275 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 36269 members 
Mstep: Class 18 contains 59152 members 
Mstep: Class 19 contains 16746 members 
Mstep: Class 20 contains 26179 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1330 members 
Mstep: Class 23 contains 70278 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5581 members 
Mstep: Class 26 contains 10218 members 
Mstep: Class 27 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226728384.000000 Penalty: 232557.843750
Iteration 43Q: 28 clusters Score -2.267284e+08 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 492582 members 
Mstep: Class 3 contains 11483 members 
Mstep: Class 4 contains 8475 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 39299 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 11514 members 
Mstep: Class 9 contains 70676 members 
Mstep: Class 10 contains 22511 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 33696 members 
Mstep: Class 13 contains 58603 members 
Mstep: Class 14 contains 259723 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 35174 members 
Mstep: Class 18 contains 58703 members 
Mstep: Class 19 contains 16578 members 
Mstep: Class 20 contains 27671 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1332 members 
Mstep: Class 23 contains 69399 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5654 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226731312.000000 Penalty: 232557.843750
Iteration 44Q: 28 clusters Score -2.267313e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 492372 members 
Mstep: Class 3 contains 11537 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 3242 members 
Mstep: Class 6 contains 39145 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 11415 members 
Mstep: Class 9 contains 71892 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 34158 members 
Mstep: Class 13 contains 59880 members 
Mstep: Class 14 contains 259263 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 975 members 
Mstep: Class 17 contains 34305 members 
Mstep: Class 18 contains 58025 members 
Mstep: Class 19 contains 16451 members 
Mstep: Class 20 contains 29065 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1337 members 
Mstep: Class 23 contains 68610 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5718 members 
Mstep: Class 26 contains 10221 members 
Mstep: Class 27 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226734560.000000 Penalty: 232557.843750
Iteration 45Q: 28 clusters Score -2.267346e+08 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 492222 members 
Mstep: Class 3 contains 11589 members 
Mstep: Class 4 contains 8600 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 6 contains 39003 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 11404 members 
Mstep: Class 9 contains 73032 members 
Mstep: Class 10 contains 20690 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 34556 members 
Mstep: Class 13 contains 60800 members 
Mstep: Class 14 contains 258885 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 994 members 
Mstep: Class 17 contains 33736 members 
Mstep: Class 18 contains 57234 members 
Mstep: Class 19 contains 16394 members 
Mstep: Class 20 contains 30368 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 67874 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5775 members 
Mstep: Class 26 contains 10221 members 
Mstep: Class 27 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226735808.000000 Penalty: 232557.843750
Iteration 46Q: 28 clusters Score -2.267358e+08 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 492230 members 
Mstep: Class 3 contains 11633 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 3197 members 
Mstep: Class 6 contains 38917 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 11455 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 19841 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 34914 members 
Mstep: Class 13 contains 61447 members 
Mstep: Class 14 contains 258558 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 33335 members 
Mstep: Class 18 contains 56327 members 
Mstep: Class 19 contains 16363 members 
Mstep: Class 20 contains 31585 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1345 members 
Mstep: Class 23 contains 67179 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 10221 members 
Mstep: Class 27 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226737584.000000 Penalty: 232557.843750
Iteration 47Q: 28 clusters Score -2.267376e+08 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 492274 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 8631 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 38842 members 
Mstep: Class 7 contains 6081 members 
Mstep: Class 8 contains 11520 members 
Mstep: Class 9 contains 74990 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 35231 members 
Mstep: Class 13 contains 61907 members 
Mstep: Class 14 contains 258291 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 33086 members 
Mstep: Class 18 contains 55315 members 
Mstep: Class 19 contains 16332 members 
Mstep: Class 20 contains 32800 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1351 members 
Mstep: Class 23 contains 66564 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 10221 members 
Mstep: Class 27 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226738912.000000 Penalty: 232557.843750
Iteration 48Q: 28 clusters Score -2.267389e+08 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 492345 members 
Mstep: Class 3 contains 11758 members 
Mstep: Class 4 contains 8654 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 38813 members 
Mstep: Class 7 contains 6060 members 
Mstep: Class 8 contains 11595 members 
Mstep: Class 9 contains 75860 members 
Mstep: Class 10 contains 18247 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 35458 members 
Mstep: Class 13 contains 62259 members 
Mstep: Class 14 contains 258068 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1018 members 
Mstep: Class 17 contains 32906 members 
Mstep: Class 18 contains 54155 members 
Mstep: Class 19 contains 16299 members 
Mstep: Class 20 contains 34084 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 66019 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5882 members 
Mstep: Class 26 contains 10221 members 
Mstep: Class 27 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226742400.000000 Penalty: 232557.843750
Iteration 49Q: 28 clusters Score -2.267424e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 492415 members 
Mstep: Class 3 contains 11811 members 
Mstep: Class 4 contains 8680 members 
Mstep: Class 5 contains 3140 members 
Mstep: Class 6 contains 38798 members 
Mstep: Class 7 contains 6041 members 
Mstep: Class 8 contains 11677 members 
Mstep: Class 9 contains 76669 members 
Mstep: Class 10 contains 17509 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 35601 members 
Mstep: Class 13 contains 62495 members 
Mstep: Class 14 contains 257887 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1021 members 
Mstep: Class 17 contains 32780 members 
Mstep: Class 18 contains 52826 members 
Mstep: Class 19 contains 16259 members 
Mstep: Class 20 contains 35455 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 65543 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5920 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226743120.000000 Penalty: 232557.843750
Iteration 50Q: 28 clusters Score -2.267431e+08 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 492547 members 
Mstep: Class 3 contains 11850 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 38794 members 
Mstep: Class 7 contains 6028 members 
Mstep: Class 8 contains 11751 members 
Mstep: Class 9 contains 77392 members 
Mstep: Class 10 contains 16780 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 35802 members 
Mstep: Class 13 contains 62682 members 
Mstep: Class 14 contains 257727 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1024 members 
Mstep: Class 17 contains 32674 members 
Mstep: Class 18 contains 51326 members 
Mstep: Class 19 contains 16242 members 
Mstep: Class 20 contains 36992 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 65164 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226743792.000000 Penalty: 232557.843750
Iteration 51Q: 28 clusters Score -2.267438e+08 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 492648 members 
Mstep: Class 3 contains 11876 members 
Mstep: Class 4 contains 8710 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 38759 members 
Mstep: Class 7 contains 6021 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 78077 members 
Mstep: Class 10 contains 16100 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 12 contains 35962 members 
Mstep: Class 13 contains 62846 members 
Mstep: Class 14 contains 257631 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 32597 members 
Mstep: Class 18 contains 49663 members 
Mstep: Class 19 contains 16238 members 
Mstep: Class 20 contains 38640 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 64901 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5958 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226745376.000000 Penalty: 232557.843750
Iteration 52Q: 28 clusters Score -2.267454e+08 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 492812 members 
Mstep: Class 3 contains 11902 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 38734 members 
Mstep: Class 7 contains 6021 members 
Mstep: Class 8 contains 11872 members 
Mstep: Class 9 contains 78663 members 
Mstep: Class 10 contains 15448 members 
Mstep: Class 11 contains 1824 members 
Mstep: Class 12 contains 36107 members 
Mstep: Class 13 contains 62974 members 
Mstep: Class 14 contains 257558 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 32542 members 
Mstep: Class 18 contains 47959 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 40332 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 64658 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5969 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226746608.000000 Penalty: 232557.843750
Iteration 53Q: 28 clusters Score -2.267466e+08 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 492875 members 
Mstep: Class 3 contains 11940 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 38706 members 
Mstep: Class 7 contains 6019 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 79117 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 36246 members 
Mstep: Class 13 contains 63095 members 
Mstep: Class 14 contains 257484 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1032 members 
Mstep: Class 17 contains 32504 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 16237 members 
Mstep: Class 20 contains 42149 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 64457 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5983 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226748160.000000 Penalty: 232557.843750
Iteration 54Q: 28 clusters Score -2.267482e+08 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 493021 members 
Mstep: Class 3 contains 11978 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 38690 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 11954 members 
Mstep: Class 9 contains 79481 members 
Mstep: Class 10 contains 14422 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 36343 members 
Mstep: Class 13 contains 63173 members 
Mstep: Class 14 contains 257425 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1032 members 
Mstep: Class 17 contains 32469 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 19 contains 16236 members 
Mstep: Class 20 contains 43819 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 64274 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 5992 members 
Mstep: Class 26 contains 10221 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226749360.000000 Penalty: 232557.843750
Iteration 55Q: 28 clusters Score -2.267494e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 493150 members 
Mstep: Class 3 contains 12005 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 38672 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 11990 members 
Mstep: Class 9 contains 79772 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 12 contains 36434 members 
Mstep: Class 13 contains 63263 members 
Mstep: Class 14 contains 257379 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1033 members 
Mstep: Class 17 contains 32432 members 
Mstep: Class 18 contains 43233 members 
Mstep: Class 19 contains 16238 members 
Mstep: Class 20 contains 45294 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 64100 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 10219 members 
Mstep: Class 27 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226750656.000000 Penalty: 232557.843750
Iteration 56Q: 28 clusters Score -2.267507e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 493303 members 
Mstep: Class 3 contains 12035 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 38645 members 
Mstep: Class 7 contains 6011 members 
Mstep: Class 8 contains 12025 members 
Mstep: Class 9 contains 80015 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 36513 members 
Mstep: Class 13 contains 63317 members 
Mstep: Class 14 contains 257342 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1034 members 
Mstep: Class 17 contains 32410 members 
Mstep: Class 18 contains 42141 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 46487 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63931 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 10219 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226752080.000000 Penalty: 232557.843750
Iteration 57Q: 28 clusters Score -2.267521e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 493424 members 
Mstep: Class 3 contains 12066 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 38637 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 12033 members 
Mstep: Class 9 contains 80204 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 36580 members 
Mstep: Class 13 contains 63340 members 
Mstep: Class 14 contains 257287 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1035 members 
Mstep: Class 17 contains 32396 members 
Mstep: Class 18 contains 41357 members 
Mstep: Class 19 contains 16256 members 
Mstep: Class 20 contains 47428 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63777 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6017 members 
Mstep: Class 26 contains 10219 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226752656.000000 Penalty: 232557.843750
Iteration 58Q: 28 clusters Score -2.267527e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 493533 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 38625 members 
Mstep: Class 7 contains 6009 members 
Mstep: Class 8 contains 12048 members 
Mstep: Class 9 contains 80334 members 
Mstep: Class 10 contains 12968 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 12 contains 36649 members 
Mstep: Class 13 contains 63366 members 
Mstep: Class 14 contains 257247 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1037 members 
Mstep: Class 17 contains 32375 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 16266 members 
Mstep: Class 20 contains 48160 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63641 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6028 members 
Mstep: Class 26 contains 10219 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226752864.000000 Penalty: 232557.843750
Iteration 59Q: 28 clusters Score -2.267529e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 493613 members 
Mstep: Class 3 contains 12109 members 
Mstep: Class 4 contains 8752 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 38618 members 
Mstep: Class 7 contains 6004 members 
Mstep: Class 8 contains 12066 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 36703 members 
Mstep: Class 13 contains 63389 members 
Mstep: Class 14 contains 257189 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1037 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 40336 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 48741 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63524 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 10219 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753584.000000 Penalty: 232557.843750
Iteration 60F: 28 clusters Score -2.267536e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 493626 members 
Mstep: Class 3 contains 12118 members 
Mstep: Class 4 contains 8758 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 38610 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 80557 members 
Mstep: Class 10 contains 12460 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 36717 members 
Mstep: Class 13 contains 63411 members 
Mstep: Class 14 contains 257095 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 32356 members 
Mstep: Class 18 contains 39876 members 
Mstep: Class 19 contains 16270 members 
Mstep: Class 20 contains 49425 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63376 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753648.000000 Penalty: 232557.843750
Iteration 61Q: 28 clusters Score -2.267536e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 493662 members 
Mstep: Class 3 contains 12126 members 
Mstep: Class 4 contains 8767 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 38610 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 12154 members 
Mstep: Class 9 contains 80607 members 
Mstep: Class 10 contains 12247 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 36729 members 
Mstep: Class 13 contains 63426 members 
Mstep: Class 14 contains 257031 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1044 members 
Mstep: Class 17 contains 32353 members 
Mstep: Class 18 contains 39558 members 
Mstep: Class 19 contains 16260 members 
Mstep: Class 20 contains 49988 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63239 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753568.000000 Penalty: 232557.843750
Iteration 62Q: 28 clusters Score -2.267536e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 493728 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 8767 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 38623 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 80648 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 36750 members 
Mstep: Class 13 contains 63437 members 
Mstep: Class 14 contains 257008 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1045 members 
Mstep: Class 17 contains 32347 members 
Mstep: Class 18 contains 39311 members 
Mstep: Class 19 contains 16254 members 
Mstep: Class 20 contains 50381 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63109 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6063 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753744.000000 Penalty: 232557.843750
Iteration 63Q: 28 clusters Score -2.267537e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 493754 members 
Mstep: Class 3 contains 12148 members 
Mstep: Class 4 contains 8765 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 38623 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 12223 members 
Mstep: Class 9 contains 80662 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 36781 members 
Mstep: Class 13 contains 63457 members 
Mstep: Class 14 contains 257000 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1047 members 
Mstep: Class 17 contains 32346 members 
Mstep: Class 18 contains 39151 members 
Mstep: Class 19 contains 16248 members 
Mstep: Class 20 contains 50688 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 63016 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753600.000000 Penalty: 232557.843750
Iteration 64Q: 28 clusters Score -2.267536e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 493792 members 
Mstep: Class 3 contains 12154 members 
Mstep: Class 4 contains 8771 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 38611 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 12242 members 
Mstep: Class 9 contains 80652 members 
Mstep: Class 10 contains 11777 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 36817 members 
Mstep: Class 13 contains 63469 members 
Mstep: Class 14 contains 256990 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 32346 members 
Mstep: Class 18 contains 39054 members 
Mstep: Class 19 contains 16251 members 
Mstep: Class 20 contains 50932 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62913 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753696.000000 Penalty: 232557.843750
Iteration 65Q: 28 clusters Score -2.267537e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 493854 members 
Mstep: Class 3 contains 12157 members 
Mstep: Class 4 contains 8778 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 38607 members 
Mstep: Class 7 contains 6017 members 
Mstep: Class 8 contains 12258 members 
Mstep: Class 9 contains 80633 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 36858 members 
Mstep: Class 13 contains 63480 members 
Mstep: Class 14 contains 256966 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1050 members 
Mstep: Class 17 contains 32344 members 
Mstep: Class 18 contains 38972 members 
Mstep: Class 19 contains 16254 members 
Mstep: Class 20 contains 51122 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62825 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753504.000000 Penalty: 232557.843750
Iteration 66Q: 28 clusters Score -2.267535e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 493911 members 
Mstep: Class 3 contains 12167 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 38615 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 12275 members 
Mstep: Class 9 contains 80612 members 
Mstep: Class 10 contains 11574 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 36898 members 
Mstep: Class 13 contains 63498 members 
Mstep: Class 14 contains 256931 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1051 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38923 members 
Mstep: Class 19 contains 16256 members 
Mstep: Class 20 contains 51259 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62752 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753520.000000 Penalty: 232557.843750
Iteration 67Q: 28 clusters Score -2.267535e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 493961 members 
Mstep: Class 3 contains 12167 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 38605 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 80603 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 36941 members 
Mstep: Class 13 contains 63523 members 
Mstep: Class 14 contains 256901 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32339 members 
Mstep: Class 18 contains 38880 members 
Mstep: Class 19 contains 16263 members 
Mstep: Class 20 contains 51359 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62690 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753344.000000 Penalty: 232557.843750
Iteration 68Q: 28 clusters Score -2.267533e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 494031 members 
Mstep: Class 3 contains 12167 members 
Mstep: Class 4 contains 8790 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 38602 members 
Mstep: Class 7 contains 6010 members 
Mstep: Class 8 contains 12323 members 
Mstep: Class 9 contains 80611 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 36972 members 
Mstep: Class 13 contains 63543 members 
Mstep: Class 14 contains 256868 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32340 members 
Mstep: Class 18 contains 38845 members 
Mstep: Class 19 contains 16266 members 
Mstep: Class 20 contains 51435 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62621 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753584.000000 Penalty: 232557.843750
Iteration 69Q: 28 clusters Score -2.267536e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 494085 members 
Mstep: Class 3 contains 12166 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 38594 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 80597 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37003 members 
Mstep: Class 13 contains 63560 members 
Mstep: Class 14 contains 256846 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32340 members 
Mstep: Class 18 contains 38821 members 
Mstep: Class 19 contains 16272 members 
Mstep: Class 20 contains 51494 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62573 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753680.000000 Penalty: 232557.843750
Iteration 70Q: 28 clusters Score -2.267537e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 494135 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 8790 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 38587 members 
Mstep: Class 7 contains 6006 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 80584 members 
Mstep: Class 10 contains 11257 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37024 members 
Mstep: Class 13 contains 63575 members 
Mstep: Class 14 contains 256819 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38805 members 
Mstep: Class 19 contains 16278 members 
Mstep: Class 20 contains 51554 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62539 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6080 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753456.000000 Penalty: 232557.843750
Iteration 71Q: 28 clusters Score -2.267535e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 494204 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 8792 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 38584 members 
Mstep: Class 7 contains 6007 members 
Mstep: Class 8 contains 12380 members 
Mstep: Class 9 contains 80554 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37040 members 
Mstep: Class 13 contains 63595 members 
Mstep: Class 14 contains 256781 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32339 members 
Mstep: Class 18 contains 38793 members 
Mstep: Class 19 contains 16284 members 
Mstep: Class 20 contains 51582 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62505 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753696.000000 Penalty: 232557.843750
Iteration 72Q: 28 clusters Score -2.267537e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 494259 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 8792 members 
Mstep: Class 5 contains 2999 members 
Mstep: Class 6 contains 38577 members 
Mstep: Class 7 contains 6009 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 80526 members 
Mstep: Class 10 contains 11172 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37060 members 
Mstep: Class 13 contains 63610 members 
Mstep: Class 14 contains 256760 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32338 members 
Mstep: Class 18 contains 38778 members 
Mstep: Class 19 contains 16292 members 
Mstep: Class 20 contains 51617 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62466 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6086 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753504.000000 Penalty: 232557.843750
Iteration 73Q: 28 clusters Score -2.267535e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 494316 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 2995 members 
Mstep: Class 6 contains 38573 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 12410 members 
Mstep: Class 9 contains 80521 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37087 members 
Mstep: Class 13 contains 63615 members 
Mstep: Class 14 contains 256732 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32337 members 
Mstep: Class 18 contains 38754 members 
Mstep: Class 19 contains 16298 members 
Mstep: Class 20 contains 51636 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6091 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753712.000000 Penalty: 232557.843750
Iteration 74Q: 28 clusters Score -2.267537e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 494342 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 8795 members 
Mstep: Class 5 contains 2992 members 
Mstep: Class 6 contains 38564 members 
Mstep: Class 7 contains 6018 members 
Mstep: Class 8 contains 12418 members 
Mstep: Class 9 contains 80515 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37108 members 
Mstep: Class 13 contains 63627 members 
Mstep: Class 14 contains 256704 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32337 members 
Mstep: Class 18 contains 38750 members 
Mstep: Class 19 contains 16306 members 
Mstep: Class 20 contains 51660 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62410 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753856.000000 Penalty: 232557.843750
Iteration 75Q: 28 clusters Score -2.267539e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 494403 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 8793 members 
Mstep: Class 5 contains 2993 members 
Mstep: Class 6 contains 38551 members 
Mstep: Class 7 contains 6019 members 
Mstep: Class 8 contains 12426 members 
Mstep: Class 9 contains 80494 members 
Mstep: Class 10 contains 11071 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 37133 members 
Mstep: Class 13 contains 63640 members 
Mstep: Class 14 contains 256679 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38742 members 
Mstep: Class 19 contains 16308 members 
Mstep: Class 20 contains 51671 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62384 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753584.000000 Penalty: 232557.843750
Iteration 76Q: 28 clusters Score -2.267536e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 494447 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 38547 members 
Mstep: Class 7 contains 6017 members 
Mstep: Class 8 contains 12441 members 
Mstep: Class 9 contains 80479 members 
Mstep: Class 10 contains 11044 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 37151 members 
Mstep: Class 13 contains 63654 members 
Mstep: Class 14 contains 256662 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32343 members 
Mstep: Class 18 contains 38737 members 
Mstep: Class 19 contains 16304 members 
Mstep: Class 20 contains 51676 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62366 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753904.000000 Penalty: 232557.843750
Iteration 77Q: 28 clusters Score -2.267539e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 494476 members 
Mstep: Class 3 contains 12209 members 
Mstep: Class 4 contains 8795 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12448 members 
Mstep: Class 9 contains 80469 members 
Mstep: Class 10 contains 11018 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37166 members 
Mstep: Class 13 contains 63663 members 
Mstep: Class 14 contains 256640 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32344 members 
Mstep: Class 18 contains 38738 members 
Mstep: Class 19 contains 16304 members 
Mstep: Class 20 contains 51687 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62358 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6109 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226753888.000000 Penalty: 232557.843750
Iteration 78Q: 28 clusters Score -2.267539e+08 nChanged 209
Entering ConstructFrom: 
Score: -226753888.000000 Penalty: 232557.843750
Entering ConstructFrom: 
Trying to split cluster 1 (27467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Entering Unmasked Estep 
Score: -4726835.500000 Penalty: 6260.203613
	Iteration 0F: 2 clusters Score -4726836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4705611.500000 Penalty: 12520.407227
	Iteration 0F: 3 clusters Score -4705612 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4711570.500000 Penalty: 12520.407227
	Iteration 1F: 3 clusters Score -4711570 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4712301.500000 Penalty: 12520.407227
	Iteration 2F: 3 clusters Score -4712302 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4712945.500000 Penalty: 12520.407227
	Iteration 3Q: 3 clusters Score -4712946 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4713685.000000 Penalty: 12520.407227
	Iteration 4Q: 3 clusters Score -4713685 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4714609.500000 Penalty: 12520.407227
	Iteration 5F: 3 clusters Score -4714610 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4715638.000000 Penalty: 12520.407227
	Iteration 6F: 3 clusters Score -4715638 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -4716601.000000 Penalty: 12520.407227
	Iteration 7F: 3 clusters Score -4716601 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4717541.000000 Penalty: 12520.407227
	Iteration 8F: 3 clusters Score -4717541 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4718220.000000 Penalty: 12520.407227
	Iteration 9Q: 3 clusters Score -4718220 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4718850.500000 Penalty: 12520.407227
	Iteration 10Q: 3 clusters Score -4718850 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4719342.500000 Penalty: 12520.407227
	Iteration 11Q: 3 clusters Score -4719342 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4719747.500000 Penalty: 12520.407227
	Iteration 12Q: 3 clusters Score -4719748 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4720058.000000 Penalty: 12520.407227
	Iteration 13Q: 3 clusters Score -4720058 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4720339.500000 Penalty: 12520.407227
	Iteration 14Q: 3 clusters Score -4720340 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4720576.500000 Penalty: 12520.407227
	Iteration 15Q: 3 clusters Score -4720576 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4720797.500000 Penalty: 12520.407227
	Iteration 16Q: 3 clusters Score -4720798 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4720979.000000 Penalty: 12520.407227
	Iteration 17Q: 3 clusters Score -4720979 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4721154.500000 Penalty: 12520.407227
	Iteration 18Q: 3 clusters Score -4721154 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4721307.500000 Penalty: 12520.407227
	Iteration 19Q: 3 clusters Score -4721308 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4721467.500000 Penalty: 12520.407227
	Iteration 20F: 3 clusters Score -4721468 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4721633.000000 Penalty: 12520.407227
	Iteration 21Q: 3 clusters Score -4721633 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4721759.500000 Penalty: 12520.407227
	Iteration 22Q: 3 clusters Score -4721760 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4721872.500000 Penalty: 12520.407227
	Iteration 23Q: 3 clusters Score -4721872 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4721965.500000 Penalty: 12520.407227
	Iteration 24Q: 3 clusters Score -4721966 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4722052.000000 Penalty: 12520.407227
	Iteration 25Q: 3 clusters Score -4722052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4722152.000000 Penalty: 12520.407227
	Iteration 26Q: 3 clusters Score -4722152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4722214.000000 Penalty: 12520.407227
	Iteration 27Q: 3 clusters Score -4722214 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4722277.500000 Penalty: 12520.407227
	Iteration 28Q: 3 clusters Score -4722278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4722373.500000 Penalty: 12520.407227
	Iteration 29Q: 3 clusters Score -4722374 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4722430.500000 Penalty: 12520.407227
	Iteration 30Q: 3 clusters Score -4722430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4722481.000000 Penalty: 12520.407227
	Iteration 31Q: 3 clusters Score -4722481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4722528.500000 Penalty: 12520.407227
	Iteration 32Q: 3 clusters Score -4722528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4722563.000000 Penalty: 12520.407227
	Iteration 33Q: 3 clusters Score -4722563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4722587.500000 Penalty: 12520.407227
	Iteration 34Q: 3 clusters Score -4722588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4722634.500000 Penalty: 12520.407227
	Iteration 35Q: 3 clusters Score -4722634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4722674.000000 Penalty: 12520.407227
	Iteration 36Q: 3 clusters Score -4722674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4722700.000000 Penalty: 12520.407227
	Iteration 37Q: 3 clusters Score -4722700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4722714.500000 Penalty: 12520.407227
	Iteration 38Q: 3 clusters Score -4722714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4722734.500000 Penalty: 12520.407227
	Iteration 39Q: 3 clusters Score -4722734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4722742.500000 Penalty: 12520.407227
	Iteration 40F: 3 clusters Score -4722742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4722768.500000 Penalty: 12520.407227
	Iteration 41Q: 3 clusters Score -4722768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4722759.500000 Penalty: 12520.407227
	Iteration 42Q: 3 clusters Score -4722760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4722786.500000 Penalty: 12520.407227
	Iteration 43Q: 3 clusters Score -4722786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4722790.500000 Penalty: 12520.407227
	Iteration 44Q: 3 clusters Score -4722790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4722802.500000 Penalty: 12520.407227
	Iteration 45Q: 3 clusters Score -4722802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4722814.500000 Penalty: 12520.407227
	Iteration 46Q: 3 clusters Score -4722814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4722823.500000 Penalty: 12520.407227
	Iteration 47Q: 3 clusters Score -4722824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4722821.500000 Penalty: 12520.407227
	Iteration 48Q: 3 clusters Score -4722822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4722830.500000 Penalty: 12520.407227
	Iteration 49Q: 3 clusters Score -4722830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4722837.000000 Penalty: 12520.407227
	Iteration 50Q: 3 clusters Score -4722837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4722840.000000 Penalty: 12520.407227
	Iteration 51Q: 3 clusters Score -4722840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4722850.000000 Penalty: 12520.407227
	Iteration 52Q: 3 clusters Score -4722850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4722854.000000 Penalty: 12520.407227
	Iteration 53Q: 3 clusters Score -4722854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4722856.000000 Penalty: 12520.407227
	Iteration 54Q: 3 clusters Score -4722856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4722866.000000 Penalty: 12520.407227
	Iteration 55Q: 3 clusters Score -4722866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4722873.000000 Penalty: 12520.407227
	Iteration 56Q: 3 clusters Score -4722873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4722879.000000 Penalty: 12520.407227
	Iteration 57Q: 3 clusters Score -4722879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4722885.500000 Penalty: 12520.407227
	Iteration 58Q: 3 clusters Score -4722886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4722889.000000 Penalty: 12520.407227
	Iteration 59Q: 3 clusters Score -4722889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4722885.500000 Penalty: 12520.407227
	Iteration 60F: 3 clusters Score -4722886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4722892.000000 Penalty: 12520.407227
	Iteration 61Q: 3 clusters Score -4722892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4722890.000000 Penalty: 12520.407227
	Iteration 62Q: 3 clusters Score -4722890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4722891.500000 Penalty: 12520.407227
	Iteration 63Q: 3 clusters Score -4722892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4722893.000000 Penalty: 12520.407227
	Iteration 64Q: 3 clusters Score -4722893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4722901.000000 Penalty: 12520.407227
	Iteration 65Q: 3 clusters Score -4722901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4722899.000000 Penalty: 12520.407227
	Iteration 66Q: 3 clusters Score -4722899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4722900.500000 Penalty: 12520.407227
	Iteration 67Q: 3 clusters Score -4722900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4722896.500000 Penalty: 12520.407227
	Iteration 68Q: 3 clusters Score -4722896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4722896.500000 Penalty: 12520.407227
	Iteration 69F: 3 clusters Score -4722896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (494508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494508 members 
Entering Unmasked Estep 
Score: -89326608.000000 Penalty: 8030.682617
	Iteration 0F: 2 clusters Score -8.932661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247686 members 
Mstep: Class 2 contains 246822 members 
Entering Unmasked Estep 
Score: -89029992.000000 Penalty: 16061.365234
	Iteration 0F: 3 clusters Score -8.902999e+07 nChanged 238027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256807 members 
Mstep: Class 2 contains 237701 members 
Entering Unmasked Estep 
Score: -89172136.000000 Penalty: 16061.365234
	Iteration 1F: 3 clusters Score -8.917214e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263273 members 
Mstep: Class 2 contains 231235 members 
Entering Unmasked Estep 
Score: -89175136.000000 Penalty: 16061.365234
	Iteration 2Q: 3 clusters Score -8.917514e+07 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273315 members 
Mstep: Class 2 contains 221193 members 
Entering Unmasked Estep 
Score: -89180320.000000 Penalty: 16061.365234
	Iteration 3Q: 3 clusters Score -8.918032e+07 nChanged 20024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288531 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -89187824.000000 Penalty: 16061.365234
	Iteration 4Q: 3 clusters Score -8.918782e+07 nChanged 25972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310941 members 
Mstep: Class 2 contains 183567 members 
Entering Unmasked Estep 
Score: -89200344.000000 Penalty: 16061.365234
	Iteration 5F: 3 clusters Score -8.920034e+07 nChanged 33212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341831 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -89221344.000000 Penalty: 16061.365234
	Iteration 6F: 3 clusters Score -8.922134e+07 nChanged 39433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379980 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -89252600.000000 Penalty: 16061.365234
	Iteration 7F: 3 clusters Score -8.92526e+07 nChanged 40844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420398 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -89288672.000000 Penalty: 16061.365234
	Iteration 8F: 3 clusters Score -8.928867e+07 nChanged 33868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454132 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -89313560.000000 Penalty: 16061.365234
	Iteration 9F: 3 clusters Score -8.931356e+07 nChanged 20997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475075 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -89321088.000000 Penalty: 16061.365234
	Iteration 10Q: 3 clusters Score -8.932109e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485142 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -89320472.000000 Penalty: 16061.365234
	Iteration 11Q: 3 clusters Score -8.932047e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489240 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -89320336.000000 Penalty: 16061.365234
	Iteration 12Q: 3 clusters Score -8.932034e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490890 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -89320808.000000 Penalty: 16061.365234
	Iteration 13Q: 3 clusters Score -8.932081e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491615 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -89320952.000000 Penalty: 16061.365234
	Iteration 14Q: 3 clusters Score -8.932095e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491994 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -89321152.000000 Penalty: 16061.365234
	Iteration 15Q: 3 clusters Score -8.932115e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492185 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -89321184.000000 Penalty: 16061.365234
	Iteration 16Q: 3 clusters Score -8.932118e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492292 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -89321336.000000 Penalty: 16061.365234
	Iteration 17Q: 3 clusters Score -8.932134e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492339 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -89321392.000000 Penalty: 16061.365234
	Iteration 18Q: 3 clusters Score -8.932139e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492378 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -89321392.000000 Penalty: 16061.365234
	Iteration 19Q: 3 clusters Score -8.932139e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492406 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -89321432.000000 Penalty: 16061.365234
	Iteration 20F: 3 clusters Score -8.932143e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492412 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -89321488.000000 Penalty: 16061.365234
	Iteration 21Q: 3 clusters Score -8.932149e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492429 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -89321464.000000 Penalty: 16061.365234
	Iteration 22Q: 3 clusters Score -8.932146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492441 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -89321472.000000 Penalty: 16061.365234
	Iteration 23Q: 3 clusters Score -8.932147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492453 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -89321432.000000 Penalty: 16061.365234
	Iteration 24Q: 3 clusters Score -8.932143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492468 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -89321416.000000 Penalty: 16061.365234
	Iteration 25Q: 3 clusters Score -8.932142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492483 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -89321464.000000 Penalty: 16061.365234
	Iteration 26Q: 3 clusters Score -8.932146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492493 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -89321464.000000 Penalty: 16061.365234
	Iteration 27Q: 3 clusters Score -8.932146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492501 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -89321544.000000 Penalty: 16061.365234
	Iteration 28Q: 3 clusters Score -8.932154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492510 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -89321528.000000 Penalty: 16061.365234
	Iteration 29Q: 3 clusters Score -8.932153e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492509 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -89321536.000000 Penalty: 16061.365234
	Iteration 30Q: 3 clusters Score -8.932154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492520 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -89321560.000000 Penalty: 16061.365234
	Iteration 31Q: 3 clusters Score -8.932156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -89321576.000000 Penalty: 16061.365234
	Iteration 32Q: 3 clusters Score -8.932158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492529 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -89321552.000000 Penalty: 16061.365234
	Iteration 33Q: 3 clusters Score -8.932155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492525 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -89321520.000000 Penalty: 16061.365234
	Iteration 34Q: 3 clusters Score -8.932152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492524 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -89321496.000000 Penalty: 16061.365234
	Iteration 35Q: 3 clusters Score -8.93215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -89321488.000000 Penalty: 16061.365234
	Iteration 36Q: 3 clusters Score -8.932149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89321440.000000 Penalty: 16061.365234
	Iteration 37Q: 3 clusters Score -8.932144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492532 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -89321456.000000 Penalty: 16061.365234
	Iteration 38Q: 3 clusters Score -8.932146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89321472.000000 Penalty: 16061.365234
	Iteration 39Q: 3 clusters Score -8.932147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -89321480.000000 Penalty: 16061.365234
	Iteration 40F: 3 clusters Score -8.932148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -89321448.000000 Penalty: 16061.365234
	Iteration 41Q: 3 clusters Score -8.932145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -89321448.000000 Penalty: 16061.365234
	Iteration 42Q: 3 clusters Score -8.932145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492527 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -89321504.000000 Penalty: 16061.365234
	Iteration 43Q: 3 clusters Score -8.93215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -89321512.000000 Penalty: 16061.365234
	Iteration 44Q: 3 clusters Score -8.932151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492530 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -89321528.000000 Penalty: 16061.365234
	Iteration 45Q: 3 clusters Score -8.932153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492529 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -89321536.000000 Penalty: 16061.365234
	Iteration 46Q: 3 clusters Score -8.932154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492532 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -89321528.000000 Penalty: 16061.365234
	Iteration 47Q: 3 clusters Score -8.932153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89321528.000000 Penalty: 16061.365234
	Iteration 48Q: 3 clusters Score -8.932153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492532 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -89321528.000000 Penalty: 16061.365234
	Iteration 49Q: 3 clusters Score -8.932153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492530 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -89321544.000000 Penalty: 16061.365234
	Iteration 50Q: 3 clusters Score -8.932154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492530 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -89321576.000000 Penalty: 16061.365234
	Iteration 51Q: 3 clusters Score -8.932158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89321616.000000 Penalty: 16061.365234
	Iteration 52Q: 3 clusters Score -8.932162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492532 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -89321568.000000 Penalty: 16061.365234
	Iteration 53Q: 3 clusters Score -8.932157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492530 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -89321576.000000 Penalty: 16061.365234
	Iteration 54Q: 3 clusters Score -8.932158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89321552.000000 Penalty: 16061.365234
	Iteration 55Q: 3 clusters Score -8.932155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492531 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -89321552.000000 Penalty: 16061.365234
	Iteration 56F: 3 clusters Score -8.932155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Entering Unmasked Estep 
Score: -2060361.125000 Penalty: 5763.631348
	Iteration 0F: 2 clusters Score -2060361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2048801.750000 Penalty: 11527.262695
	Iteration 0F: 3 clusters Score -2048802 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2051383.625000 Penalty: 11527.262695
	Iteration 1F: 3 clusters Score -2051384 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2051926.375000 Penalty: 11527.262695
	Iteration 2F: 3 clusters Score -2051926 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2052282.000000 Penalty: 11527.262695
	Iteration 3F: 3 clusters Score -2052282 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2052550.500000 Penalty: 11527.262695
	Iteration 4Q: 3 clusters Score -2052550 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2052809.375000 Penalty: 11527.262695
	Iteration 5Q: 3 clusters Score -2052809 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2053057.000000 Penalty: 11527.262695
	Iteration 6Q: 3 clusters Score -2053057 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2053291.250000 Penalty: 11527.262695
	Iteration 7Q: 3 clusters Score -2053291 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2053527.125000 Penalty: 11527.262695
	Iteration 8Q: 3 clusters Score -2053527 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2053728.250000 Penalty: 11527.262695
	Iteration 9Q: 3 clusters Score -2053728 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2053916.250000 Penalty: 11527.262695
	Iteration 10Q: 3 clusters Score -2053916 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2054117.875000 Penalty: 11527.262695
	Iteration 11Q: 3 clusters Score -2054118 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2054294.000000 Penalty: 11527.262695
	Iteration 12Q: 3 clusters Score -2054294 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2054436.625000 Penalty: 11527.262695
	Iteration 13Q: 3 clusters Score -2054437 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2054555.500000 Penalty: 11527.262695
	Iteration 14Q: 3 clusters Score -2054556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2054660.125000 Penalty: 11527.262695
	Iteration 15Q: 3 clusters Score -2054660 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2054774.875000 Penalty: 11527.262695
	Iteration 16Q: 3 clusters Score -2054775 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2054858.625000 Penalty: 11527.262695
	Iteration 17Q: 3 clusters Score -2054859 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2054954.125000 Penalty: 11527.262695
	Iteration 18Q: 3 clusters Score -2054954 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2055044.750000 Penalty: 11527.262695
	Iteration 19Q: 3 clusters Score -2055045 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2055132.625000 Penalty: 11527.262695
	Iteration 20F: 3 clusters Score -2055133 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2055222.500000 Penalty: 11527.262695
	Iteration 21Q: 3 clusters Score -2055222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2055299.250000 Penalty: 11527.262695
	Iteration 22Q: 3 clusters Score -2055299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2055400.875000 Penalty: 11527.262695
	Iteration 23Q: 3 clusters Score -2055401 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2055488.375000 Penalty: 11527.262695
	Iteration 24Q: 3 clusters Score -2055488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2055575.625000 Penalty: 11527.262695
	Iteration 25Q: 3 clusters Score -2055576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2055657.375000 Penalty: 11527.262695
	Iteration 26Q: 3 clusters Score -2055657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2055750.000000 Penalty: 11527.262695
	Iteration 27Q: 3 clusters Score -2055750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2055830.125000 Penalty: 11527.262695
	Iteration 28Q: 3 clusters Score -2055830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2055896.750000 Penalty: 11527.262695
	Iteration 29Q: 3 clusters Score -2055897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2055957.625000 Penalty: 11527.262695
	Iteration 30Q: 3 clusters Score -2055958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2056014.000000 Penalty: 11527.262695
	Iteration 31Q: 3 clusters Score -2056014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2056059.250000 Penalty: 11527.262695
	Iteration 32Q: 3 clusters Score -2056059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2056103.750000 Penalty: 11527.262695
	Iteration 33Q: 3 clusters Score -2056104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2056167.250000 Penalty: 11527.262695
	Iteration 34Q: 3 clusters Score -2056167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2056224.750000 Penalty: 11527.262695
	Iteration 35Q: 3 clusters Score -2056225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2056264.125000 Penalty: 11527.262695
	Iteration 36Q: 3 clusters Score -2056264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2056304.000000 Penalty: 11527.262695
	Iteration 37Q: 3 clusters Score -2056304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2056339.375000 Penalty: 11527.262695
	Iteration 38Q: 3 clusters Score -2056339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2056364.375000 Penalty: 11527.262695
	Iteration 39Q: 3 clusters Score -2056364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2056381.625000 Penalty: 11527.262695
	Iteration 40F: 3 clusters Score -2056382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2056393.875000 Penalty: 11527.262695
	Iteration 41Q: 3 clusters Score -2056394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2056401.250000 Penalty: 11527.262695
	Iteration 42Q: 3 clusters Score -2056401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2056418.125000 Penalty: 11527.262695
	Iteration 43Q: 3 clusters Score -2056418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2056435.625000 Penalty: 11527.262695
	Iteration 44Q: 3 clusters Score -2056436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2056443.750000 Penalty: 11527.262695
	Iteration 45Q: 3 clusters Score -2056444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2056451.500000 Penalty: 11527.262695
	Iteration 46Q: 3 clusters Score -2056452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2056465.000000 Penalty: 11527.262695
	Iteration 47Q: 3 clusters Score -2056465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2056467.250000 Penalty: 11527.262695
	Iteration 48Q: 3 clusters Score -2056467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2056476.000000 Penalty: 11527.262695
	Iteration 49Q: 3 clusters Score -2056476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2056482.625000 Penalty: 11527.262695
	Iteration 50Q: 3 clusters Score -2056483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2056485.125000 Penalty: 11527.262695
	Iteration 51Q: 3 clusters Score -2056485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2056494.250000 Penalty: 11527.262695
	Iteration 52Q: 3 clusters Score -2056494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2056501.750000 Penalty: 11527.262695
	Iteration 53Q: 3 clusters Score -2056502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2056503.125000 Penalty: 11527.262695
	Iteration 54Q: 3 clusters Score -2056503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2056505.375000 Penalty: 11527.262695
	Iteration 55Q: 3 clusters Score -2056505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2056508.625000 Penalty: 11527.262695
	Iteration 56Q: 3 clusters Score -2056509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2056509.125000 Penalty: 11527.262695
	Iteration 57Q: 3 clusters Score -2056509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2056505.750000 Penalty: 11527.262695
	Iteration 58Q: 3 clusters Score -2056506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2056509.250000 Penalty: 11527.262695
	Iteration 59Q: 3 clusters Score -2056509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2056509.250000 Penalty: 11527.262695
	Iteration 60F: 3 clusters Score -2056509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -1524554.250000 Penalty: 5562.756836
	Iteration 0F: 2 clusters Score -1524554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1515221.875000 Penalty: 11125.513672
	Iteration 0F: 3 clusters Score -1515222 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1516995.500000 Penalty: 11125.513672
	Iteration 1F: 3 clusters Score -1516996 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1517386.750000 Penalty: 11125.513672
	Iteration 2F: 3 clusters Score -1517387 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1517638.750000 Penalty: 11125.513672
	Iteration 3Q: 3 clusters Score -1517639 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1517853.000000 Penalty: 11125.513672
	Iteration 4Q: 3 clusters Score -1517853 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1518028.375000 Penalty: 11125.513672
	Iteration 5Q: 3 clusters Score -1518028 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1518194.125000 Penalty: 11125.513672
	Iteration 6Q: 3 clusters Score -1518194 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1518319.125000 Penalty: 11125.513672
	Iteration 7Q: 3 clusters Score -1518319 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1518435.625000 Penalty: 11125.513672
	Iteration 8Q: 3 clusters Score -1518436 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1518537.625000 Penalty: 11125.513672
	Iteration 9Q: 3 clusters Score -1518538 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1518653.250000 Penalty: 11125.513672
	Iteration 10Q: 3 clusters Score -1518653 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1518792.625000 Penalty: 11125.513672
	Iteration 11Q: 3 clusters Score -1518793 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1518930.375000 Penalty: 11125.513672
	Iteration 12Q: 3 clusters Score -1518930 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1519079.500000 Penalty: 11125.513672
	Iteration 13Q: 3 clusters Score -1519080 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1519262.875000 Penalty: 11125.513672
	Iteration 14Q: 3 clusters Score -1519263 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1519459.750000 Penalty: 11125.513672
	Iteration 15Q: 3 clusters Score -1519460 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1519677.875000 Penalty: 11125.513672
	Iteration 16Q: 3 clusters Score -1519678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1519929.625000 Penalty: 11125.513672
	Iteration 17Q: 3 clusters Score -1519930 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1520170.375000 Penalty: 11125.513672
	Iteration 18Q: 3 clusters Score -1520170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1520386.375000 Penalty: 11125.513672
	Iteration 19Q: 3 clusters Score -1520386 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1520601.375000 Penalty: 11125.513672
	Iteration 20F: 3 clusters Score -1520601 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1520818.375000 Penalty: 11125.513672
	Iteration 21Q: 3 clusters Score -1520818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1521020.875000 Penalty: 11125.513672
	Iteration 22Q: 3 clusters Score -1521021 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1521168.375000 Penalty: 11125.513672
	Iteration 23Q: 3 clusters Score -1521168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1521249.250000 Penalty: 11125.513672
	Iteration 24Q: 3 clusters Score -1521249 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1521298.500000 Penalty: 11125.513672
	Iteration 25Q: 3 clusters Score -1521298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1521328.125000 Penalty: 11125.513672
	Iteration 26Q: 3 clusters Score -1521328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1521349.000000 Penalty: 11125.513672
	Iteration 27Q: 3 clusters Score -1521349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1521358.625000 Penalty: 11125.513672
	Iteration 28Q: 3 clusters Score -1521359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1521369.250000 Penalty: 11125.513672
	Iteration 29Q: 3 clusters Score -1521369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1521377.500000 Penalty: 11125.513672
	Iteration 30Q: 3 clusters Score -1521378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1521382.875000 Penalty: 11125.513672
	Iteration 31Q: 3 clusters Score -1521383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1521385.125000 Penalty: 11125.513672
	Iteration 32Q: 3 clusters Score -1521385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1521384.125000 Penalty: 11125.513672
	Iteration 33Q: 3 clusters Score -1521384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1521387.250000 Penalty: 11125.513672
	Iteration 34Q: 3 clusters Score -1521387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1521390.500000 Penalty: 11125.513672
	Iteration 35Q: 3 clusters Score -1521390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1521388.500000 Penalty: 11125.513672
	Iteration 36Q: 3 clusters Score -1521388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1521395.750000 Penalty: 11125.513672
	Iteration 37Q: 3 clusters Score -1521396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1521395.375000 Penalty: 11125.513672
	Iteration 38Q: 3 clusters Score -1521395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1521397.750000 Penalty: 11125.513672
	Iteration 39Q: 3 clusters Score -1521398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1521397.750000 Penalty: 11125.513672
	Iteration 40F: 3 clusters Score -1521398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1521396.750000 Penalty: 11125.513672
	Iteration 41Q: 3 clusters Score -1521397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1521396.750000 Penalty: 11125.513672
	Iteration 42F: 3 clusters Score -1521397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -465449.437500 Penalty: 4901.035156
	Iteration 0F: 2 clusters Score -465449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -460131.687500 Penalty: 9802.070312
	Iteration 0F: 3 clusters Score -460131.7 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -462657.937500 Penalty: 9802.070312
	Iteration 1F: 3 clusters Score -462657.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -466173.781250 Penalty: 9802.070312
	Iteration 2F: 3 clusters Score -466173.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -467620.125000 Penalty: 9802.070312
	Iteration 3F: 3 clusters Score -467620.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -467842.906250 Penalty: 9802.070312
	Iteration 4Q: 3 clusters Score -467842.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -467887.750000 Penalty: 9802.070312
	Iteration 5Q: 3 clusters Score -467887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -467911.531250 Penalty: 9802.070312
	Iteration 6Q: 3 clusters Score -467911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -467915.218750 Penalty: 9802.070312
	Iteration 7Q: 3 clusters Score -467915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -467921.406250 Penalty: 9802.070312
	Iteration 8Q: 3 clusters Score -467921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -467923.968750 Penalty: 9802.070312
	Iteration 9Q: 3 clusters Score -467924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -467923.968750 Penalty: 9802.070312
	Iteration 10F: 3 clusters Score -467924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 494508 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 256622 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38732 members 
Mstep: Class 19 contains 16307 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62340 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6116 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 2378 members 
Entering Unmasked Estep 
Score: -226751648.000000 Penalty: 241171.093750
Splitting cluster 5 changes total score from -226753888.000000 to -226751648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (38546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Entering Unmasked Estep 
Score: -6821378.000000 Penalty: 6467.759766
	Iteration 0F: 2 clusters Score -6821378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -6793062.000000 Penalty: 12935.519531
	Iteration 0F: 3 clusters Score -6793062 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -6801751.000000 Penalty: 12935.519531
	Iteration 1F: 3 clusters Score -6801751 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -6802672.000000 Penalty: 12935.519531
	Iteration 2F: 3 clusters Score -6802672 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -6803521.000000 Penalty: 12935.519531
	Iteration 3F: 3 clusters Score -6803521 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -6804395.500000 Penalty: 12935.519531
	Iteration 4Q: 3 clusters Score -6804396 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -6805339.500000 Penalty: 12935.519531
	Iteration 5Q: 3 clusters Score -6805340 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -6806690.000000 Penalty: 12935.519531
	Iteration 6F: 3 clusters Score -6806690 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -6808502.500000 Penalty: 12935.519531
	Iteration 7F: 3 clusters Score -6808502 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -6810868.000000 Penalty: 12935.519531
	Iteration 8F: 3 clusters Score -6810868 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6813290.500000 Penalty: 12935.519531
	Iteration 9F: 3 clusters Score -6813290 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -6815063.500000 Penalty: 12935.519531
	Iteration 10F: 3 clusters Score -6815064 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -6816006.500000 Penalty: 12935.519531
	Iteration 11Q: 3 clusters Score -6816006 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6816600.000000 Penalty: 12935.519531
	Iteration 12Q: 3 clusters Score -6816600 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -6816913.000000 Penalty: 12935.519531
	Iteration 13Q: 3 clusters Score -6816913 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -6817120.500000 Penalty: 12935.519531
	Iteration 14Q: 3 clusters Score -6817120 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6817259.500000 Penalty: 12935.519531
	Iteration 15Q: 3 clusters Score -6817260 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6817348.000000 Penalty: 12935.519531
	Iteration 16Q: 3 clusters Score -6817348 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6817407.500000 Penalty: 12935.519531
	Iteration 17Q: 3 clusters Score -6817408 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6817477.000000 Penalty: 12935.519531
	Iteration 18Q: 3 clusters Score -6817477 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -6817532.000000 Penalty: 12935.519531
	Iteration 19Q: 3 clusters Score -6817532 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -6817585.500000 Penalty: 12935.519531
	Iteration 20F: 3 clusters Score -6817586 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6817629.000000 Penalty: 12935.519531
	Iteration 21Q: 3 clusters Score -6817629 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6817663.500000 Penalty: 12935.519531
	Iteration 22Q: 3 clusters Score -6817664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -6817686.000000 Penalty: 12935.519531
	Iteration 23Q: 3 clusters Score -6817686 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6817721.000000 Penalty: 12935.519531
	Iteration 24Q: 3 clusters Score -6817721 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6817731.500000 Penalty: 12935.519531
	Iteration 25Q: 3 clusters Score -6817732 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6817773.500000 Penalty: 12935.519531
	Iteration 26Q: 3 clusters Score -6817774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -6817786.500000 Penalty: 12935.519531
	Iteration 27Q: 3 clusters Score -6817786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -6817824.000000 Penalty: 12935.519531
	Iteration 28Q: 3 clusters Score -6817824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6817882.000000 Penalty: 12935.519531
	Iteration 29Q: 3 clusters Score -6817882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6817902.500000 Penalty: 12935.519531
	Iteration 30Q: 3 clusters Score -6817902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -6817914.500000 Penalty: 12935.519531
	Iteration 31Q: 3 clusters Score -6817914 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -6817938.500000 Penalty: 12935.519531
	Iteration 32Q: 3 clusters Score -6817938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -6817968.000000 Penalty: 12935.519531
	Iteration 33Q: 3 clusters Score -6817968 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6817995.500000 Penalty: 12935.519531
	Iteration 34Q: 3 clusters Score -6817996 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -6818039.000000 Penalty: 12935.519531
	Iteration 35Q: 3 clusters Score -6818039 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6818085.000000 Penalty: 12935.519531
	Iteration 36Q: 3 clusters Score -6818085 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6818154.500000 Penalty: 12935.519531
	Iteration 37Q: 3 clusters Score -6818154 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -6818234.000000 Penalty: 12935.519531
	Iteration 38Q: 3 clusters Score -6818234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -6818300.000000 Penalty: 12935.519531
	Iteration 39Q: 3 clusters Score -6818300 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -6818349.500000 Penalty: 12935.519531
	Iteration 40F: 3 clusters Score -6818350 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -6818404.000000 Penalty: 12935.519531
	Iteration 41Q: 3 clusters Score -6818404 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -6818489.000000 Penalty: 12935.519531
	Iteration 42Q: 3 clusters Score -6818489 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6818530.000000 Penalty: 12935.519531
	Iteration 43Q: 3 clusters Score -6818530 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -6818606.500000 Penalty: 12935.519531
	Iteration 44Q: 3 clusters Score -6818606 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -6818657.000000 Penalty: 12935.519531
	Iteration 45Q: 3 clusters Score -6818657 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -6818723.500000 Penalty: 12935.519531
	Iteration 46Q: 3 clusters Score -6818724 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -6818769.500000 Penalty: 12935.519531
	Iteration 47Q: 3 clusters Score -6818770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -6818834.000000 Penalty: 12935.519531
	Iteration 48Q: 3 clusters Score -6818834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -6818865.000000 Penalty: 12935.519531
	Iteration 49Q: 3 clusters Score -6818865 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -6818938.000000 Penalty: 12935.519531
	Iteration 50Q: 3 clusters Score -6818938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -6818976.000000 Penalty: 12935.519531
	Iteration 51Q: 3 clusters Score -6818976 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -6819031.000000 Penalty: 12935.519531
	Iteration 52Q: 3 clusters Score -6819031 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -6819055.500000 Penalty: 12935.519531
	Iteration 53Q: 3 clusters Score -6819056 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -6819082.000000 Penalty: 12935.519531
	Iteration 54Q: 3 clusters Score -6819082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -6819116.000000 Penalty: 12935.519531
	Iteration 55Q: 3 clusters Score -6819116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -6819160.500000 Penalty: 12935.519531
	Iteration 56Q: 3 clusters Score -6819160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -6819201.000000 Penalty: 12935.519531
	Iteration 57Q: 3 clusters Score -6819201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -6819245.000000 Penalty: 12935.519531
	Iteration 58Q: 3 clusters Score -6819245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -6819244.000000 Penalty: 12935.519531
	Iteration 59Q: 3 clusters Score -6819244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -6819290.000000 Penalty: 12935.519531
	Iteration 60F: 3 clusters Score -6819290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -6819325.500000 Penalty: 12935.519531
	Iteration 61Q: 3 clusters Score -6819326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -6819364.500000 Penalty: 12935.519531
	Iteration 62Q: 3 clusters Score -6819364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -6819391.500000 Penalty: 12935.519531
	Iteration 63Q: 3 clusters Score -6819392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -6819420.000000 Penalty: 12935.519531
	Iteration 64Q: 3 clusters Score -6819420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -6819428.500000 Penalty: 12935.519531
	Iteration 65Q: 3 clusters Score -6819428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6819454.500000 Penalty: 12935.519531
	Iteration 66Q: 3 clusters Score -6819454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6819476.000000 Penalty: 12935.519531
	Iteration 67Q: 3 clusters Score -6819476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6819473.000000 Penalty: 12935.519531
	Iteration 68Q: 3 clusters Score -6819473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -6819490.500000 Penalty: 12935.519531
	Iteration 69Q: 3 clusters Score -6819490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6819507.000000 Penalty: 12935.519531
	Iteration 70Q: 3 clusters Score -6819507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -6819509.000000 Penalty: 12935.519531
	Iteration 71Q: 3 clusters Score -6819509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -6819519.000000 Penalty: 12935.519531
	Iteration 72Q: 3 clusters Score -6819519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6819506.000000 Penalty: 12935.519531
	Iteration 73Q: 3 clusters Score -6819506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -6819522.000000 Penalty: 12935.519531
	Iteration 74Q: 3 clusters Score -6819522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6819531.500000 Penalty: 12935.519531
	Iteration 75Q: 3 clusters Score -6819532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -6819542.000000 Penalty: 12935.519531
	Iteration 76Q: 3 clusters Score -6819542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -6819540.000000 Penalty: 12935.519531
	Iteration 77Q: 3 clusters Score -6819540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -6819542.000000 Penalty: 12935.519531
	Iteration 78Q: 3 clusters Score -6819542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -6819547.000000 Penalty: 12935.519531
	Iteration 79Q: 3 clusters Score -6819547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -6819556.000000 Penalty: 12935.519531
	Iteration 80F: 3 clusters Score -6819556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -6819551.000000 Penalty: 12935.519531
	Iteration 81Q: 3 clusters Score -6819551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -6819553.500000 Penalty: 12935.519531
	Iteration 82Q: 3 clusters Score -6819554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -6819554.000000 Penalty: 12935.519531
	Iteration 83Q: 3 clusters Score -6819554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6819560.000000 Penalty: 12935.519531
	Iteration 84Q: 3 clusters Score -6819560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6819553.000000 Penalty: 12935.519531
	Iteration 85Q: 3 clusters Score -6819553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -6819554.500000 Penalty: 12935.519531
	Iteration 86Q: 3 clusters Score -6819554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -6819558.500000 Penalty: 12935.519531
	Iteration 87Q: 3 clusters Score -6819558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -6819549.000000 Penalty: 12935.519531
	Iteration 88Q: 3 clusters Score -6819549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -6819549.500000 Penalty: 12935.519531
	Iteration 89Q: 3 clusters Score -6819550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -6819553.500000 Penalty: 12935.519531
	Iteration 90Q: 3 clusters Score -6819554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -6819549.500000 Penalty: 12935.519531
	Iteration 91Q: 3 clusters Score -6819550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6819557.500000 Penalty: 12935.519531
	Iteration 92Q: 3 clusters Score -6819558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -6819552.000000 Penalty: 12935.519531
	Iteration 93Q: 3 clusters Score -6819552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -6819558.500000 Penalty: 12935.519531
	Iteration 94Q: 3 clusters Score -6819558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -6819560.000000 Penalty: 12935.519531
	Iteration 95Q: 3 clusters Score -6819560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -6819562.000000 Penalty: 12935.519531
	Iteration 96Q: 3 clusters Score -6819562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6819570.000000 Penalty: 12935.519531
	Iteration 97Q: 3 clusters Score -6819570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -6819585.500000 Penalty: 12935.519531
	Iteration 98Q: 3 clusters Score -6819586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -6819587.000000 Penalty: 12935.519531
	Iteration 99Q: 3 clusters Score -6819587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -6819580.500000 Penalty: 12935.519531
	Iteration 100F: 3 clusters Score -6819580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -6819580.000000 Penalty: 12935.519531
	Iteration 101Q: 3 clusters Score -6819580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -6819572.500000 Penalty: 12935.519531
	Iteration 102Q: 3 clusters Score -6819572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6819574.500000 Penalty: 12935.519531
	Iteration 103Q: 3 clusters Score -6819574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -6819567.000000 Penalty: 12935.519531
	Iteration 104Q: 3 clusters Score -6819567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -6819569.500000 Penalty: 12935.519531
	Iteration 105Q: 3 clusters Score -6819570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -6819576.000000 Penalty: 12935.519531
	Iteration 106Q: 3 clusters Score -6819576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -6819574.500000 Penalty: 12935.519531
	Iteration 107Q: 3 clusters Score -6819574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -6819574.500000 Penalty: 12935.519531
	Iteration 108F: 3 clusters Score -6819574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Entering Unmasked Estep 
Score: -1027925.875000 Penalty: 5329.982422
	Iteration 0F: 2 clusters Score -1027926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1020248.812500 Penalty: 10659.964844
	Iteration 0F: 3 clusters Score -1020249 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1021681.687500 Penalty: 10659.964844
	Iteration 1F: 3 clusters Score -1021682 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1022169.062500 Penalty: 10659.964844
	Iteration 2F: 3 clusters Score -1022169 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1022575.500000 Penalty: 10659.964844
	Iteration 3F: 3 clusters Score -1022576 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1023099.812500 Penalty: 10659.964844
	Iteration 4F: 3 clusters Score -1023100 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1023826.125000 Penalty: 10659.964844
	Iteration 5F: 3 clusters Score -1023826 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1024790.000000 Penalty: 10659.964844
	Iteration 6F: 3 clusters Score -1024790 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1025822.250000 Penalty: 10659.964844
	Iteration 7F: 3 clusters Score -1025822 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1026608.625000 Penalty: 10659.964844
	Iteration 8F: 3 clusters Score -1026609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1026955.125000 Penalty: 10659.964844
	Iteration 9Q: 3 clusters Score -1026955 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1027072.000000 Penalty: 10659.964844
	Iteration 10Q: 3 clusters Score -1027072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1027122.312500 Penalty: 10659.964844
	Iteration 11Q: 3 clusters Score -1027122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1027151.562500 Penalty: 10659.964844
	Iteration 12Q: 3 clusters Score -1027152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1027168.312500 Penalty: 10659.964844
	Iteration 13Q: 3 clusters Score -1027168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1027177.437500 Penalty: 10659.964844
	Iteration 14Q: 3 clusters Score -1027177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1027181.875000 Penalty: 10659.964844
	Iteration 15Q: 3 clusters Score -1027182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1027182.062500 Penalty: 10659.964844
	Iteration 16Q: 3 clusters Score -1027182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1027182.062500 Penalty: 10659.964844
	Iteration 17F: 3 clusters Score -1027182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -2243033.500000 Penalty: 5775.750977
	Iteration 0F: 2 clusters Score -2243034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2231246.500000 Penalty: 11551.501953
	Iteration 0F: 3 clusters Score -2231246 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2233866.750000 Penalty: 11551.501953
	Iteration 1F: 3 clusters Score -2233867 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2234308.750000 Penalty: 11551.501953
	Iteration 2F: 3 clusters Score -2234309 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2234595.250000 Penalty: 11551.501953
	Iteration 3Q: 3 clusters Score -2234595 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2234816.250000 Penalty: 11551.501953
	Iteration 4Q: 3 clusters Score -2234816 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2235029.750000 Penalty: 11551.501953
	Iteration 5Q: 3 clusters Score -2235030 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2235215.750000 Penalty: 11551.501953
	Iteration 6Q: 3 clusters Score -2235216 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2235389.500000 Penalty: 11551.501953
	Iteration 7Q: 3 clusters Score -2235390 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2235583.750000 Penalty: 11551.501953
	Iteration 8Q: 3 clusters Score -2235584 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2235819.750000 Penalty: 11551.501953
	Iteration 9Q: 3 clusters Score -2235820 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2236091.500000 Penalty: 11551.501953
	Iteration 10Q: 3 clusters Score -2236092 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2236353.750000 Penalty: 11551.501953
	Iteration 11Q: 3 clusters Score -2236354 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2236611.000000 Penalty: 11551.501953
	Iteration 12Q: 3 clusters Score -2236611 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2236871.000000 Penalty: 11551.501953
	Iteration 13Q: 3 clusters Score -2236871 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2237099.000000 Penalty: 11551.501953
	Iteration 14Q: 3 clusters Score -2237099 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2237333.500000 Penalty: 11551.501953
	Iteration 15Q: 3 clusters Score -2237334 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2237541.500000 Penalty: 11551.501953
	Iteration 16Q: 3 clusters Score -2237542 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2237742.750000 Penalty: 11551.501953
	Iteration 17Q: 3 clusters Score -2237743 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2237924.000000 Penalty: 11551.501953
	Iteration 18Q: 3 clusters Score -2237924 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2238089.000000 Penalty: 11551.501953
	Iteration 19Q: 3 clusters Score -2238089 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2238237.750000 Penalty: 11551.501953
	Iteration 20F: 3 clusters Score -2238238 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2238371.500000 Penalty: 11551.501953
	Iteration 21Q: 3 clusters Score -2238372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2238488.250000 Penalty: 11551.501953
	Iteration 22Q: 3 clusters Score -2238488 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2238565.750000 Penalty: 11551.501953
	Iteration 23Q: 3 clusters Score -2238566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2238640.250000 Penalty: 11551.501953
	Iteration 24Q: 3 clusters Score -2238640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2238704.250000 Penalty: 11551.501953
	Iteration 25Q: 3 clusters Score -2238704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2238770.000000 Penalty: 11551.501953
	Iteration 26Q: 3 clusters Score -2238770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2238811.500000 Penalty: 11551.501953
	Iteration 27Q: 3 clusters Score -2238812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2238883.500000 Penalty: 11551.501953
	Iteration 28Q: 3 clusters Score -2238884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2238961.500000 Penalty: 11551.501953
	Iteration 29Q: 3 clusters Score -2238962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2239046.500000 Penalty: 11551.501953
	Iteration 30Q: 3 clusters Score -2239046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2239137.750000 Penalty: 11551.501953
	Iteration 31Q: 3 clusters Score -2239138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2239243.000000 Penalty: 11551.501953
	Iteration 32Q: 3 clusters Score -2239243 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2239333.500000 Penalty: 11551.501953
	Iteration 33Q: 3 clusters Score -2239334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2239414.500000 Penalty: 11551.501953
	Iteration 34Q: 3 clusters Score -2239414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2239499.750000 Penalty: 11551.501953
	Iteration 35Q: 3 clusters Score -2239500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2239563.750000 Penalty: 11551.501953
	Iteration 36Q: 3 clusters Score -2239564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2239623.750000 Penalty: 11551.501953
	Iteration 37Q: 3 clusters Score -2239624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2239680.000000 Penalty: 11551.501953
	Iteration 38Q: 3 clusters Score -2239680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2239709.000000 Penalty: 11551.501953
	Iteration 39Q: 3 clusters Score -2239709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2239726.750000 Penalty: 11551.501953
	Iteration 40F: 3 clusters Score -2239727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2239746.500000 Penalty: 11551.501953
	Iteration 41Q: 3 clusters Score -2239746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2239760.750000 Penalty: 11551.501953
	Iteration 42Q: 3 clusters Score -2239761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2239768.500000 Penalty: 11551.501953
	Iteration 43Q: 3 clusters Score -2239768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2239775.000000 Penalty: 11551.501953
	Iteration 44Q: 3 clusters Score -2239775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2239782.500000 Penalty: 11551.501953
	Iteration 45Q: 3 clusters Score -2239782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2239787.750000 Penalty: 11551.501953
	Iteration 46Q: 3 clusters Score -2239788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2239797.000000 Penalty: 11551.501953
	Iteration 47Q: 3 clusters Score -2239797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2239800.250000 Penalty: 11551.501953
	Iteration 48Q: 3 clusters Score -2239800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2239808.750000 Penalty: 11551.501953
	Iteration 49Q: 3 clusters Score -2239809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2239813.000000 Penalty: 11551.501953
	Iteration 50Q: 3 clusters Score -2239813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2239828.500000 Penalty: 11551.501953
	Iteration 51Q: 3 clusters Score -2239828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2239837.750000 Penalty: 11551.501953
	Iteration 52Q: 3 clusters Score -2239838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2239855.250000 Penalty: 11551.501953
	Iteration 53Q: 3 clusters Score -2239855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2239867.000000 Penalty: 11551.501953
	Iteration 54Q: 3 clusters Score -2239867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2239872.000000 Penalty: 11551.501953
	Iteration 55Q: 3 clusters Score -2239872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2239882.750000 Penalty: 11551.501953
	Iteration 56Q: 3 clusters Score -2239883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2239893.250000 Penalty: 11551.501953
	Iteration 57Q: 3 clusters Score -2239893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2239901.250000 Penalty: 11551.501953
	Iteration 58Q: 3 clusters Score -2239901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2239926.000000 Penalty: 11551.501953
	Iteration 59Q: 3 clusters Score -2239926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2239997.250000 Penalty: 11551.501953
	Iteration 60F: 3 clusters Score -2239997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2240116.750000 Penalty: 11551.501953
	Iteration 61Q: 3 clusters Score -2240117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2240180.000000 Penalty: 11551.501953
	Iteration 62Q: 3 clusters Score -2240180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2240197.500000 Penalty: 11551.501953
	Iteration 63Q: 3 clusters Score -2240198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2240204.500000 Penalty: 11551.501953
	Iteration 64Q: 3 clusters Score -2240204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2240209.250000 Penalty: 11551.501953
	Iteration 65Q: 3 clusters Score -2240209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2240208.000000 Penalty: 11551.501953
	Iteration 66Q: 3 clusters Score -2240208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2240208.000000 Penalty: 11551.501953
	Iteration 67F: 3 clusters Score -2240208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Entering Unmasked Estep 
Score: -14360480.000000 Penalty: 6918.510742
	Iteration 0F: 2 clusters Score -1.436048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -14305328.000000 Penalty: 13837.021484
	Iteration 0F: 3 clusters Score -1.430533e+07 nChanged 36326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -14324723.000000 Penalty: 13837.021484
	Iteration 1F: 3 clusters Score -1.432472e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -14325911.000000 Penalty: 13837.021484
	Iteration 2Q: 3 clusters Score -1.432591e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -14326948.000000 Penalty: 13837.021484
	Iteration 3Q: 3 clusters Score -1.432695e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -14328163.000000 Penalty: 13837.021484
	Iteration 4Q: 3 clusters Score -1.432816e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -14329790.000000 Penalty: 13837.021484
	Iteration 5Q: 3 clusters Score -1.432979e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -14332321.000000 Penalty: 13837.021484
	Iteration 6F: 3 clusters Score -1.433232e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -14336381.000000 Penalty: 13837.021484
	Iteration 7F: 3 clusters Score -1.433638e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -14341878.000000 Penalty: 13837.021484
	Iteration 8F: 3 clusters Score -1.434188e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -14347434.000000 Penalty: 13837.021484
	Iteration 9F: 3 clusters Score -1.434743e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -14351189.000000 Penalty: 13837.021484
	Iteration 10Q: 3 clusters Score -1.435119e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -14352942.000000 Penalty: 13837.021484
	Iteration 11Q: 3 clusters Score -1.435294e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -14353567.000000 Penalty: 13837.021484
	Iteration 12Q: 3 clusters Score -1.435357e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -14353877.000000 Penalty: 13837.021484
	Iteration 13Q: 3 clusters Score -1.435388e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -14354060.000000 Penalty: 13837.021484
	Iteration 14Q: 3 clusters Score -1.435406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -14354151.000000 Penalty: 13837.021484
	Iteration 15Q: 3 clusters Score -1.435415e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -14354212.000000 Penalty: 13837.021484
	Iteration 16Q: 3 clusters Score -1.435421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -14354272.000000 Penalty: 13837.021484
	Iteration 17Q: 3 clusters Score -1.435427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -14354304.000000 Penalty: 13837.021484
	Iteration 18Q: 3 clusters Score -1.43543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -14354323.000000 Penalty: 13837.021484
	Iteration 19Q: 3 clusters Score -1.435432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -14354329.000000 Penalty: 13837.021484
	Iteration 20F: 3 clusters Score -1.435433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -14354347.000000 Penalty: 13837.021484
	Iteration 21Q: 3 clusters Score -1.435435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -14354357.000000 Penalty: 13837.021484
	Iteration 22Q: 3 clusters Score -1.435436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -14354367.000000 Penalty: 13837.021484
	Iteration 23Q: 3 clusters Score -1.435437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -14354388.000000 Penalty: 13837.021484
	Iteration 24Q: 3 clusters Score -1.435439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -14354380.000000 Penalty: 13837.021484
	Iteration 25Q: 3 clusters Score -1.435438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -14354380.000000 Penalty: 13837.021484
	Iteration 26F: 3 clusters Score -1.435438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -1911780.625000 Penalty: 5699.487793
	Iteration 0F: 2 clusters Score -1911781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1900942.375000 Penalty: 11398.975586
	Iteration 0F: 3 clusters Score -1900942 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1903292.750000 Penalty: 11398.975586
	Iteration 1F: 3 clusters Score -1903293 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1903785.500000 Penalty: 11398.975586
	Iteration 2F: 3 clusters Score -1903786 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1904138.125000 Penalty: 11398.975586
	Iteration 3Q: 3 clusters Score -1904138 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1904399.500000 Penalty: 11398.975586
	Iteration 4Q: 3 clusters Score -1904400 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1904718.125000 Penalty: 11398.975586
	Iteration 5Q: 3 clusters Score -1904718 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1904994.125000 Penalty: 11398.975586
	Iteration 6Q: 3 clusters Score -1904994 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1905220.000000 Penalty: 11398.975586
	Iteration 7Q: 3 clusters Score -1905220 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1905448.000000 Penalty: 11398.975586
	Iteration 8Q: 3 clusters Score -1905448 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1905665.500000 Penalty: 11398.975586
	Iteration 9Q: 3 clusters Score -1905666 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1905863.000000 Penalty: 11398.975586
	Iteration 10Q: 3 clusters Score -1905863 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1906020.500000 Penalty: 11398.975586
	Iteration 11Q: 3 clusters Score -1906020 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1906181.000000 Penalty: 11398.975586
	Iteration 12Q: 3 clusters Score -1906181 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1906331.500000 Penalty: 11398.975586
	Iteration 13Q: 3 clusters Score -1906332 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1906467.625000 Penalty: 11398.975586
	Iteration 14Q: 3 clusters Score -1906468 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1906575.625000 Penalty: 11398.975586
	Iteration 15Q: 3 clusters Score -1906576 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1906687.750000 Penalty: 11398.975586
	Iteration 16Q: 3 clusters Score -1906688 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1906801.625000 Penalty: 11398.975586
	Iteration 17Q: 3 clusters Score -1906802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1906895.125000 Penalty: 11398.975586
	Iteration 18Q: 3 clusters Score -1906895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1906976.000000 Penalty: 11398.975586
	Iteration 19Q: 3 clusters Score -1906976 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1907040.125000 Penalty: 11398.975586
	Iteration 20F: 3 clusters Score -1907040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1907100.750000 Penalty: 11398.975586
	Iteration 21Q: 3 clusters Score -1907101 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1907153.750000 Penalty: 11398.975586
	Iteration 22Q: 3 clusters Score -1907154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1907208.375000 Penalty: 11398.975586
	Iteration 23Q: 3 clusters Score -1907208 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1907271.500000 Penalty: 11398.975586
	Iteration 24Q: 3 clusters Score -1907272 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1907342.375000 Penalty: 11398.975586
	Iteration 25Q: 3 clusters Score -1907342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1907409.375000 Penalty: 11398.975586
	Iteration 26Q: 3 clusters Score -1907409 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1907472.125000 Penalty: 11398.975586
	Iteration 27Q: 3 clusters Score -1907472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1907541.375000 Penalty: 11398.975586
	Iteration 28Q: 3 clusters Score -1907541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1907584.000000 Penalty: 11398.975586
	Iteration 29Q: 3 clusters Score -1907584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1907626.250000 Penalty: 11398.975586
	Iteration 30Q: 3 clusters Score -1907626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1907650.250000 Penalty: 11398.975586
	Iteration 31Q: 3 clusters Score -1907650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1907680.125000 Penalty: 11398.975586
	Iteration 32Q: 3 clusters Score -1907680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1907709.500000 Penalty: 11398.975586
	Iteration 33Q: 3 clusters Score -1907710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1907735.750000 Penalty: 11398.975586
	Iteration 34Q: 3 clusters Score -1907736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1907773.250000 Penalty: 11398.975586
	Iteration 35Q: 3 clusters Score -1907773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1907801.500000 Penalty: 11398.975586
	Iteration 36Q: 3 clusters Score -1907802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1907827.625000 Penalty: 11398.975586
	Iteration 37Q: 3 clusters Score -1907828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1907846.500000 Penalty: 11398.975586
	Iteration 38Q: 3 clusters Score -1907846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1907864.125000 Penalty: 11398.975586
	Iteration 39Q: 3 clusters Score -1907864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1907882.375000 Penalty: 11398.975586
	Iteration 40F: 3 clusters Score -1907882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1907901.375000 Penalty: 11398.975586
	Iteration 41Q: 3 clusters Score -1907901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1907916.250000 Penalty: 11398.975586
	Iteration 42Q: 3 clusters Score -1907916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1907940.875000 Penalty: 11398.975586
	Iteration 43Q: 3 clusters Score -1907941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1907959.875000 Penalty: 11398.975586
	Iteration 44Q: 3 clusters Score -1907960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1907976.375000 Penalty: 11398.975586
	Iteration 45Q: 3 clusters Score -1907976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1907994.625000 Penalty: 11398.975586
	Iteration 46Q: 3 clusters Score -1907995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1908004.875000 Penalty: 11398.975586
	Iteration 47Q: 3 clusters Score -1908005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1908018.250000 Penalty: 11398.975586
	Iteration 48Q: 3 clusters Score -1908018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1908028.000000 Penalty: 11398.975586
	Iteration 49Q: 3 clusters Score -1908028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1908040.250000 Penalty: 11398.975586
	Iteration 50Q: 3 clusters Score -1908040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1908057.000000 Penalty: 11398.975586
	Iteration 51Q: 3 clusters Score -1908057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1908059.375000 Penalty: 11398.975586
	Iteration 52Q: 3 clusters Score -1908059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1908073.250000 Penalty: 11398.975586
	Iteration 53Q: 3 clusters Score -1908073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1908080.750000 Penalty: 11398.975586
	Iteration 54Q: 3 clusters Score -1908081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1908092.875000 Penalty: 11398.975586
	Iteration 55Q: 3 clusters Score -1908093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1908097.875000 Penalty: 11398.975586
	Iteration 56Q: 3 clusters Score -1908098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1908099.500000 Penalty: 11398.975586
	Iteration 57Q: 3 clusters Score -1908100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1908105.250000 Penalty: 11398.975586
	Iteration 58Q: 3 clusters Score -1908105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1908108.375000 Penalty: 11398.975586
	Iteration 59Q: 3 clusters Score -1908108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1908117.000000 Penalty: 11398.975586
	Iteration 60F: 3 clusters Score -1908117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1908121.250000 Penalty: 11398.975586
	Iteration 61Q: 3 clusters Score -1908121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1908127.750000 Penalty: 11398.975586
	Iteration 62Q: 3 clusters Score -1908128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1908125.375000 Penalty: 11398.975586
	Iteration 63Q: 3 clusters Score -1908125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1908128.750000 Penalty: 11398.975586
	Iteration 64Q: 3 clusters Score -1908129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1908131.250000 Penalty: 11398.975586
	Iteration 65Q: 3 clusters Score -1908131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1908131.375000 Penalty: 11398.975586
	Iteration 66Q: 3 clusters Score -1908131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1908132.625000 Penalty: 11398.975586
	Iteration 67Q: 3 clusters Score -1908133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1908133.500000 Penalty: 11398.975586
	Iteration 68Q: 3 clusters Score -1908134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1908137.125000 Penalty: 11398.975586
	Iteration 69Q: 3 clusters Score -1908137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1908141.625000 Penalty: 11398.975586
	Iteration 70Q: 3 clusters Score -1908142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1908144.250000 Penalty: 11398.975586
	Iteration 71Q: 3 clusters Score -1908144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1908143.750000 Penalty: 11398.975586
	Iteration 72Q: 3 clusters Score -1908144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1908143.750000 Penalty: 11398.975586
	Iteration 73F: 3 clusters Score -1908144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -336941.468750 Penalty: 4667.381836
	Iteration 0F: 2 clusters Score -336941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -332246.468750 Penalty: 9334.763672
	Iteration 0F: 3 clusters Score -332246.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -333112.281250 Penalty: 9334.763672
	Iteration 1F: 3 clusters Score -333112.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -333570.625000 Penalty: 9334.763672
	Iteration 2F: 3 clusters Score -333570.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -333990.781250 Penalty: 9334.763672
	Iteration 3F: 3 clusters Score -333990.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -334579.187500 Penalty: 9334.763672
	Iteration 4F: 3 clusters Score -334579.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -335069.000000 Penalty: 9334.763672
	Iteration 5F: 3 clusters Score -335069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -335343.593750 Penalty: 9334.763672
	Iteration 6Q: 3 clusters Score -335343.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -335485.375000 Penalty: 9334.763672
	Iteration 7Q: 3 clusters Score -335485.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -335530.187500 Penalty: 9334.763672
	Iteration 8Q: 3 clusters Score -335530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -335570.062500 Penalty: 9334.763672
	Iteration 9Q: 3 clusters Score -335570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -335581.531250 Penalty: 9334.763672
	Iteration 10Q: 3 clusters Score -335581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -335584.406250 Penalty: 9334.763672
	Iteration 11Q: 3 clusters Score -335584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -335584.406250 Penalty: 9334.763672
	Iteration 12F: 3 clusters Score -335584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Entering Unmasked Estep 
Score: -6631321.000000 Penalty: 6445.709473
	Iteration 0F: 2 clusters Score -6631321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -6603967.000000 Penalty: 12891.418945
	Iteration 0F: 3 clusters Score -6603967 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -6612519.000000 Penalty: 12891.418945
	Iteration 1F: 3 clusters Score -6612519 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -6613548.500000 Penalty: 12891.418945
	Iteration 2F: 3 clusters Score -6613548 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6614542.500000 Penalty: 12891.418945
	Iteration 3F: 3 clusters Score -6614542 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6615521.000000 Penalty: 12891.418945
	Iteration 4F: 3 clusters Score -6615521 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -6616615.000000 Penalty: 12891.418945
	Iteration 5Q: 3 clusters Score -6616615 nChanged 2023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6617958 nChanged 1995
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -6619226.500000 Penalty: 12891.418945
	Iteration 7F: 3 clusters Score -6619226 nChanged 1939
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6620354 nChanged 1644
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6621224 nChanged 1399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6621904 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -6622425.500000 Penalty: 12891.418945
	Iteration 11Q: 3 clusters Score -6622426 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6622856 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -6623296.500000 Penalty: 12891.418945
	Iteration 13Q: 3 clusters Score -6623296 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -6623655.500000 Penalty: 12891.418945
	Iteration 14Q: 3 clusters Score -6623656 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -6624055.500000 Penalty: 12891.418945
	Iteration 15Q: 3 clusters Score -6624056 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -6624394.000000 Penalty: 12891.418945
	Iteration 16Q: 3 clusters Score -6624394 nChanged 795
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6624759 nChanged 754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6625059 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6625284 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6625509.500000 Penalty: 12891.418945
	Iteration 20F: 3 clusters Score -6625510 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -6625731.000000 Penalty: 12891.418945
	Iteration 21Q: 3 clusters Score -6625731 nChanged 492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6625918.000000 Penalty: 12891.418945
	Iteration 22Q: 3 clusters Score -6625918 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6626098 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6626254 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6626388 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6626503 nChanged 301
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Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6626604 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6626670 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6626775 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6626861 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6626907.500000 Penalty: 12891.418945
	Iteration 31Q: 3 clusters Score -6626908 nChanged 175
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Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6626953.500000 Penalty: 12891.418945
	Iteration 32Q: 3 clusters Score -6626954 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -6627002.000000 Penalty: 12891.418945
	Iteration 33Q: 3 clusters Score -6627002 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -6627042.500000 Penalty: 12891.418945
	Iteration 34Q: 3 clusters Score -6627042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6627069 nChanged 86
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Mstep: Class 1 contains 32749 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6627088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -6627125.000000 Penalty: 12891.418945
	Iteration 37Q: 3 clusters Score -6627125 nChanged 69
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Mstep: Class 1 contains 32887 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6627126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6627144.000000 Penalty: 12891.418945
	Iteration 39Q: 3 clusters Score -6627144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6627181.500000 Penalty: 12891.418945
	Iteration 40F: 3 clusters Score -6627182 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33060 members 
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Entering Unmasked Estep 
Score: -6627195.000000 Penalty: 12891.418945
	Iteration 41Q: 3 clusters Score -6627195 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33112 members 
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Entering Unmasked Estep 
Score: -6627204.000000 Penalty: 12891.418945
	Iteration 42Q: 3 clusters Score -6627204 nChanged 48
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Mstep: Class 1 contains 33160 members 
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Entering Unmasked Estep 
Score: -6627218.000000 Penalty: 12891.418945
	Iteration 43Q: 3 clusters Score -6627218 nChanged 47
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Mstep: Class 1 contains 33203 members 
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Entering Unmasked Estep 
Score: -6627233.000000 Penalty: 12891.418945
	Iteration 44Q: 3 clusters Score -6627233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
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Entering Unmasked Estep 
Score: -6627215.000000 Penalty: 12891.418945
	Iteration 45Q: 3 clusters Score -6627215 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33273 members 
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Entering Unmasked Estep 
Score: -6627223.000000 Penalty: 12891.418945
	Iteration 46Q: 3 clusters Score -6627223 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6627230.000000 Penalty: 12891.418945
	Iteration 47Q: 3 clusters Score -6627230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6627230 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33344 members 
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Entering Unmasked Estep 
Score: -6627242.000000 Penalty: 12891.418945
	Iteration 49Q: 3 clusters Score -6627242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6627241.500000 Penalty: 12891.418945
	Iteration 50Q: 3 clusters Score -6627242 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33372 members 
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Entering Unmasked Estep 
Score: -6627248.500000 Penalty: 12891.418945
	Iteration 51Q: 3 clusters Score -6627248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6627262.500000 Penalty: 12891.418945
	Iteration 52Q: 3 clusters Score -6627262 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33406 members 
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Entering Unmasked Estep 
Score: -6627274.500000 Penalty: 12891.418945
	Iteration 53Q: 3 clusters Score -6627274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
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Entering Unmasked Estep 
Score: -6627259.500000 Penalty: 12891.418945
	Iteration 54Q: 3 clusters Score -6627260 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6627272.000000 Penalty: 12891.418945
	Iteration 55Q: 3 clusters Score -6627272 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6627283.000000 Penalty: 12891.418945
	Iteration 56Q: 3 clusters Score -6627283 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33475 members 
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Entering Unmasked Estep 
Score: -6627277.500000 Penalty: 12891.418945
	Iteration 57Q: 3 clusters Score -6627278 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33495 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6627284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
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Entering Unmasked Estep 
Score: -6627287.500000 Penalty: 12891.418945
	Iteration 59Q: 3 clusters Score -6627288 nChanged 30
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Mstep: Class 1 contains 33549 members 
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Entering Unmasked Estep 
Score: -6627298.500000 Penalty: 12891.418945
	Iteration 60F: 3 clusters Score -6627298 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33567 members 
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Entering Unmasked Estep 
Score: -6627308.500000 Penalty: 12891.418945
	Iteration 61Q: 3 clusters Score -6627308 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33585 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6627308 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33609 members 
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Entering Unmasked Estep 
Score: -6627311.000000 Penalty: 12891.418945
	Iteration 63Q: 3 clusters Score -6627311 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33621 members 
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Entering Unmasked Estep 
Score: -6627305.500000 Penalty: 12891.418945
	Iteration 64Q: 3 clusters Score -6627306 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33636 members 
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Entering Unmasked Estep 
Score: -6627307.500000 Penalty: 12891.418945
	Iteration 65Q: 3 clusters Score -6627308 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6627319.000000 Penalty: 12891.418945
	Iteration 66Q: 3 clusters Score -6627319 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33680 members 
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Entering Unmasked Estep 
Score: -6627322.000000 Penalty: 12891.418945
	Iteration 67Q: 3 clusters Score -6627322 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6627334.000000 Penalty: 12891.418945
	Iteration 68Q: 3 clusters Score -6627334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
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Entering Unmasked Estep 
Score: -6627337.500000 Penalty: 12891.418945
	Iteration 69Q: 3 clusters Score -6627338 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6627338.500000 Penalty: 12891.418945
	Iteration 70Q: 3 clusters Score -6627338 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6627336 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6627344.000000 Penalty: 12891.418945
	Iteration 72Q: 3 clusters Score -6627344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6627347.000000 Penalty: 12891.418945
	Iteration 73Q: 3 clusters Score -6627347 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6627366.500000 Penalty: 12891.418945
	Iteration 74Q: 3 clusters Score -6627366 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6627397.000000 Penalty: 12891.418945
	Iteration 75Q: 3 clusters Score -6627397 nChanged 60
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Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6627422.500000 Penalty: 12891.418945
	Iteration 76Q: 3 clusters Score -6627422 nChanged 80
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Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6627495.500000 Penalty: 12891.418945
	Iteration 77Q: 3 clusters Score -6627496 nChanged 94
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Mstep: Class 1 contains 34083 members 
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Entering Unmasked Estep 
Score: -6627593.500000 Penalty: 12891.418945
	Iteration 78Q: 3 clusters Score -6627594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6627713.000000 Penalty: 12891.418945
	Iteration 79Q: 3 clusters Score -6627713 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6627834.000000 Penalty: 12891.418945
	Iteration 80F: 3 clusters Score -6627834 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34272 members 
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Entering Unmasked Estep 
Score: -6627914.500000 Penalty: 12891.418945
	Iteration 81Q: 3 clusters Score -6627914 nChanged 73
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Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6627941.000000 Penalty: 12891.418945
	Iteration 82Q: 3 clusters Score -6627941 nChanged 72
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Mstep: Class 1 contains 34311 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6627950 nChanged 68
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Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6628002.000000 Penalty: 12891.418945
	Iteration 84Q: 3 clusters Score -6628002 nChanged 39
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Mstep: Class 1 contains 34330 members 
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Entering Unmasked Estep 
Score: -6628008.500000 Penalty: 12891.418945
	Iteration 85Q: 3 clusters Score -6628008 nChanged 30
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Mstep: Class 1 contains 34346 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6628002 nChanged 28
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Mstep: Class 1 contains 34348 members 
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Entering Unmasked Estep 
Score: -6628012.500000 Penalty: 12891.418945
	Iteration 87Q: 3 clusters Score -6628012 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34350 members 
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Entering Unmasked Estep 
Score: -6628017.500000 Penalty: 12891.418945
	Iteration 88Q: 3 clusters Score -6628018 nChanged 14
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Mstep: Class 1 contains 34352 members 
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Entering Unmasked Estep 
Score: -6628021.000000 Penalty: 12891.418945
	Iteration 89Q: 3 clusters Score -6628021 nChanged 12
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Entering Unmasked Estep 
Score: -6628027.500000 Penalty: 12891.418945
	Iteration 90Q: 3 clusters Score -6628028 nChanged 12
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Mstep: Class 1 contains 34354 members 
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Entering Unmasked Estep 
Score: -6628034.500000 Penalty: 12891.418945
	Iteration 91Q: 3 clusters Score -6628034 nChanged 10
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Mstep: Class 1 contains 34352 members 
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Entering Unmasked Estep 
Score: -6628038.500000 Penalty: 12891.418945
	Iteration 92Q: 3 clusters Score -6628038 nChanged 10
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Mstep: Class 1 contains 34356 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6628038 nChanged 9
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Entering Unmasked Estep 
Score: -6628045.000000 Penalty: 12891.418945
	Iteration 94Q: 3 clusters Score -6628045 nChanged 6
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Mstep: Class 1 contains 34347 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6628046 nChanged 3
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6628046 nChanged 3
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Entering Unmasked Estep 
Score: -6628051.000000 Penalty: 12891.418945
	Iteration 97Q: 3 clusters Score -6628051 nChanged 1
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Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6628052.500000 Penalty: 12891.418945
	Iteration 98Q: 3 clusters Score -6628052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6628049.000000 Penalty: 12891.418945
	Iteration 99Q: 3 clusters Score -6628049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6628050.500000 Penalty: 12891.418945
	Iteration 100F: 3 clusters Score -6628050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Entering Unmasked Estep 
Score: -11536048.000000 Penalty: 6775.178223
	Iteration 0F: 2 clusters Score -1.153605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -11491237.000000 Penalty: 13550.356445
	Iteration 0F: 3 clusters Score -1.149124e+07 nChanged 28495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -11506664.000000 Penalty: 13550.356445
	Iteration 1F: 3 clusters Score -1.150666e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -11507589.000000 Penalty: 13550.356445
	Iteration 2Q: 3 clusters Score -1.150759e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -11508386.000000 Penalty: 13550.356445
	Iteration 3Q: 3 clusters Score -1.150839e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -11508940.000000 Penalty: 13550.356445
	Iteration 4Q: 3 clusters Score -1.150894e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -11509442.000000 Penalty: 13550.356445
	Iteration 5Q: 3 clusters Score -1.150944e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -11509815.000000 Penalty: 13550.356445
	Iteration 6Q: 3 clusters Score -1.150982e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -11510362.000000 Penalty: 13550.356445
	Iteration 7Q: 3 clusters Score -1.151036e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -11510940.000000 Penalty: 13550.356445
	Iteration 8Q: 3 clusters Score -1.151094e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -11511545.000000 Penalty: 13550.356445
	Iteration 9Q: 3 clusters Score -1.151154e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -11512421.000000 Penalty: 13550.356445
	Iteration 10Q: 3 clusters Score -1.151242e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -11513672.000000 Penalty: 13550.356445
	Iteration 11Q: 3 clusters Score -1.151367e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -11514997.000000 Penalty: 13550.356445
	Iteration 12Q: 3 clusters Score -1.1515e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -11516534.000000 Penalty: 13550.356445
	Iteration 13Q: 3 clusters Score -1.151653e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -11518352.000000 Penalty: 13550.356445
	Iteration 14Q: 3 clusters Score -1.151835e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -11520270.000000 Penalty: 13550.356445
	Iteration 15Q: 3 clusters Score -1.152027e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -11522326.000000 Penalty: 13550.356445
	Iteration 16Q: 3 clusters Score -1.152233e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -11524140.000000 Penalty: 13550.356445
	Iteration 17Q: 3 clusters Score -1.152414e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -11525628.000000 Penalty: 13550.356445
	Iteration 18Q: 3 clusters Score -1.152563e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -11526910.000000 Penalty: 13550.356445
	Iteration 19Q: 3 clusters Score -1.152691e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -11527817.000000 Penalty: 13550.356445
	Iteration 20F: 3 clusters Score -1.152782e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -11528434.000000 Penalty: 13550.356445
	Iteration 21Q: 3 clusters Score -1.152843e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -11528863.000000 Penalty: 13550.356445
	Iteration 22Q: 3 clusters Score -1.152886e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -11529193.000000 Penalty: 13550.356445
	Iteration 23Q: 3 clusters Score -1.152919e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -11529388.000000 Penalty: 13550.356445
	Iteration 24Q: 3 clusters Score -1.152939e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -11529526.000000 Penalty: 13550.356445
	Iteration 25Q: 3 clusters Score -1.152953e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -11529636.000000 Penalty: 13550.356445
	Iteration 26Q: 3 clusters Score -1.152964e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -11529707.000000 Penalty: 13550.356445
	Iteration 27Q: 3 clusters Score -1.152971e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -11529783.000000 Penalty: 13550.356445
	Iteration 28Q: 3 clusters Score -1.152978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -11529822.000000 Penalty: 13550.356445
	Iteration 29Q: 3 clusters Score -1.152982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -11529884.000000 Penalty: 13550.356445
	Iteration 30Q: 3 clusters Score -1.152988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -11529920.000000 Penalty: 13550.356445
	Iteration 31Q: 3 clusters Score -1.152992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -11529961.000000 Penalty: 13550.356445
	Iteration 32Q: 3 clusters Score -1.152996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -11529952.000000 Penalty: 13550.356445
	Iteration 33Q: 3 clusters Score -1.152995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -11529970.000000 Penalty: 13550.356445
	Iteration 34Q: 3 clusters Score -1.152997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -11529983.000000 Penalty: 13550.356445
	Iteration 35Q: 3 clusters Score -1.152998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -11530019.000000 Penalty: 13550.356445
	Iteration 36Q: 3 clusters Score -1.153002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -11530022.000000 Penalty: 13550.356445
	Iteration 37Q: 3 clusters Score -1.153002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -11530032.000000 Penalty: 13550.356445
	Iteration 38Q: 3 clusters Score -1.153003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -11530030.000000 Penalty: 13550.356445
	Iteration 39Q: 3 clusters Score -1.153003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -11530021.000000 Penalty: 13550.356445
	Iteration 40F: 3 clusters Score -1.153002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -11530022.000000 Penalty: 13550.356445
	Iteration 41Q: 3 clusters Score -1.153002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -11530019.000000 Penalty: 13550.356445
	Iteration 42Q: 3 clusters Score -1.153002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -11530033.000000 Penalty: 13550.356445
	Iteration 43Q: 3 clusters Score -1.153003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -11530033.000000 Penalty: 13550.356445
	Iteration 44F: 3 clusters Score -1.153003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (256622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256622 members 
Entering Unmasked Estep 
Score: -46096496.000000 Penalty: 7628.907715
	Iteration 0F: 2 clusters Score -4.60965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -45933196.000000 Penalty: 15257.815430
	Iteration 0F: 3 clusters Score -4.59332e+07 nChanged 121485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135425 members 
Mstep: Class 2 contains 121197 members 
Entering Unmasked Estep 
Score: -46004372.000000 Penalty: 15257.815430
	Iteration 1F: 3 clusters Score -4.600437e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140051 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -46009504.000000 Penalty: 15257.815430
	Iteration 2Q: 3 clusters Score -4.60095e+07 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 109416 members 
Entering Unmasked Estep 
Score: -46019316.000000 Penalty: 15257.815430
	Iteration 3F: 3 clusters Score -4.601932e+07 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -46037928.000000 Penalty: 15257.815430
	Iteration 4F: 3 clusters Score -4.603793e+07 nChanged 24939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167179 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -46068792.000000 Penalty: 15257.815430
	Iteration 5F: 3 clusters Score -4.606879e+07 nChanged 25241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -46107704.000000 Penalty: 15257.815430
	Iteration 6F: 3 clusters Score -4.61077e+07 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181785 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -46136408.000000 Penalty: 15257.815430
	Iteration 7F: 3 clusters Score -4.613641e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184183 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -46142584.000000 Penalty: 15257.815430
	Iteration 8Q: 3 clusters Score -4.614258e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185514 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -46143520.000000 Penalty: 15257.815430
	Iteration 9Q: 3 clusters Score -4.614352e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186235 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -46143700.000000 Penalty: 15257.815430
	Iteration 10Q: 3 clusters Score -4.61437e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -46143732.000000 Penalty: 15257.815430
	Iteration 11Q: 3 clusters Score -4.614373e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -46143768.000000 Penalty: 15257.815430
	Iteration 12Q: 3 clusters Score -4.614377e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186967 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -46143724.000000 Penalty: 15257.815430
	Iteration 13Q: 3 clusters Score -4.614372e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -46143660.000000 Penalty: 15257.815430
	Iteration 14Q: 3 clusters Score -4.614366e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -46143676.000000 Penalty: 15257.815430
	Iteration 15Q: 3 clusters Score -4.614368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187117 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -46143696.000000 Penalty: 15257.815430
	Iteration 16Q: 3 clusters Score -4.61437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -46143668.000000 Penalty: 15257.815430
	Iteration 17Q: 3 clusters Score -4.614367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187149 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -46143664.000000 Penalty: 15257.815430
	Iteration 18Q: 3 clusters Score -4.614366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187155 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -46143668.000000 Penalty: 15257.815430
	Iteration 19Q: 3 clusters Score -4.614367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187157 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -46143692.000000 Penalty: 15257.815430
	Iteration 20F: 3 clusters Score -4.614369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187158 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -46143672.000000 Penalty: 15257.815430
	Iteration 21Q: 3 clusters Score -4.614367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187158 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -46143672.000000 Penalty: 15257.815430
	Iteration 22F: 3 clusters Score -4.614367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 494508 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 187158 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38732 members 
Mstep: Class 19 contains 16307 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62340 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6116 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 69464 members 
Entering Unmasked Estep 
Score: -226808992.000000 Penalty: 241171.093750
Splitting cluster 14 changes total score from -226753888.000000 to -226808992.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -389492.812500 Penalty: 4781.850586
	Iteration 0F: 2 clusters Score -389492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -384447.218750 Penalty: 9563.701172
	Iteration 0F: 3 clusters Score -384447.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -386226.312500 Penalty: 9563.701172
	Iteration 1F: 3 clusters Score -386226.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -388035.625000 Penalty: 9563.701172
	Iteration 2F: 3 clusters Score -388035.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -389265.406250 Penalty: 9563.701172
	Iteration 3F: 3 clusters Score -389265.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -389828.875000 Penalty: 9563.701172
	Iteration 4F: 3 clusters Score -389828.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -390193.812500 Penalty: 9563.701172
	Iteration 5Q: 3 clusters Score -390193.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -390362.343750 Penalty: 9563.701172
	Iteration 6Q: 3 clusters Score -390362.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -390474.062500 Penalty: 9563.701172
	Iteration 7Q: 3 clusters Score -390474.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -390517.875000 Penalty: 9563.701172
	Iteration 8Q: 3 clusters Score -390517.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -390563.968750 Penalty: 9563.701172
	Iteration 9Q: 3 clusters Score -390564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -390607.375000 Penalty: 9563.701172
	Iteration 10Q: 3 clusters Score -390607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -390639.656250 Penalty: 9563.701172
	Iteration 11Q: 3 clusters Score -390639.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -390734.625000 Penalty: 9563.701172
	Iteration 12Q: 3 clusters Score -390734.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -390856.031250 Penalty: 9563.701172
	Iteration 13Q: 3 clusters Score -390856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -391026.406250 Penalty: 9563.701172
	Iteration 14Q: 3 clusters Score -391026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -391114.062500 Penalty: 9563.701172
	Iteration 15Q: 3 clusters Score -391114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -391188.781250 Penalty: 9563.701172
	Iteration 16Q: 3 clusters Score -391188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -391246.531250 Penalty: 9563.701172
	Iteration 17Q: 3 clusters Score -391246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -391271.625000 Penalty: 9563.701172
	Iteration 18Q: 3 clusters Score -391271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -391294.187500 Penalty: 9563.701172
	Iteration 19Q: 3 clusters Score -391294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -391343.125000 Penalty: 9563.701172
	Iteration 20F: 3 clusters Score -391343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -391382.937500 Penalty: 9563.701172
	Iteration 21Q: 3 clusters Score -391382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -391385.187500 Penalty: 9563.701172
	Iteration 22Q: 3 clusters Score -391385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -391385.187500 Penalty: 9563.701172
	Iteration 23F: 3 clusters Score -391385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 494508 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 187158 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38732 members 
Mstep: Class 19 contains 16307 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62340 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6116 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 534 members 
Entering Unmasked Estep 
Score: -226806224.000000 Penalty: 249784.343750
Splitting cluster 15 changes total score from -226753888.000000 to -226806224.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -185351.625000 Penalty: 4262.049805
	Iteration 0F: 2 clusters Score -185351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181220.421875 Penalty: 8524.099609
	Iteration 0F: 3 clusters Score -181220.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -181573.687500 Penalty: 8524.099609
	Iteration 1F: 3 clusters Score -181573.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181696.421875 Penalty: 8524.099609
	Iteration 2Q: 3 clusters Score -181696.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181748.921875 Penalty: 8524.099609
	Iteration 3Q: 3 clusters Score -181748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181762.421875 Penalty: 8524.099609
	Iteration 4Q: 3 clusters Score -181762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -181770.218750 Penalty: 8524.099609
	Iteration 5Q: 3 clusters Score -181770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181778.859375 Penalty: 8524.099609
	Iteration 6Q: 3 clusters Score -181778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181782.343750 Penalty: 8524.099609
	Iteration 7Q: 3 clusters Score -181782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181786.000000 Penalty: 8524.099609
	Iteration 8Q: 3 clusters Score -181786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181786.000000 Penalty: 8524.099609
	Iteration 9F: 3 clusters Score -181786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Entering Unmasked Estep 
Score: -5849583.000000 Penalty: 6360.274902
	Iteration 0F: 2 clusters Score -5849583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5825291.500000 Penalty: 12720.549805
	Iteration 0F: 3 clusters Score -5825292 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5832674.000000 Penalty: 12720.549805
	Iteration 1F: 3 clusters Score -5832674 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -5833706.500000 Penalty: 12720.549805
	Iteration 2F: 3 clusters Score -5833706 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5834677.000000 Penalty: 12720.549805
	Iteration 3F: 3 clusters Score -5834677 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5835724.000000 Penalty: 12720.549805
	Iteration 4F: 3 clusters Score -5835724 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5836912.500000 Penalty: 12720.549805
	Iteration 5F: 3 clusters Score -5836912 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5838104.500000 Penalty: 12720.549805
	Iteration 6F: 3 clusters Score -5838104 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5839372.000000 Penalty: 12720.549805
	Iteration 7F: 3 clusters Score -5839372 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5840472.500000 Penalty: 12720.549805
	Iteration 8Q: 3 clusters Score -5840472 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5841362.000000 Penalty: 12720.549805
	Iteration 9Q: 3 clusters Score -5841362 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -5842151.500000 Penalty: 12720.549805
	Iteration 10Q: 3 clusters Score -5842152 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -5842767.000000 Penalty: 12720.549805
	Iteration 11Q: 3 clusters Score -5842767 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5843192.000000 Penalty: 12720.549805
	Iteration 12Q: 3 clusters Score -5843192 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5843514.500000 Penalty: 12720.549805
	Iteration 13Q: 3 clusters Score -5843514 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5843724.000000 Penalty: 12720.549805
	Iteration 14Q: 3 clusters Score -5843724 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -5843906.000000 Penalty: 12720.549805
	Iteration 15Q: 3 clusters Score -5843906 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5844028.000000 Penalty: 12720.549805
	Iteration 16Q: 3 clusters Score -5844028 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5844126.500000 Penalty: 12720.549805
	Iteration 17Q: 3 clusters Score -5844126 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5844191.500000 Penalty: 12720.549805
	Iteration 18Q: 3 clusters Score -5844192 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5844237.500000 Penalty: 12720.549805
	Iteration 19Q: 3 clusters Score -5844238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5844277.500000 Penalty: 12720.549805
	Iteration 20F: 3 clusters Score -5844278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5844318.500000 Penalty: 12720.549805
	Iteration 21Q: 3 clusters Score -5844318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5844348.000000 Penalty: 12720.549805
	Iteration 22Q: 3 clusters Score -5844348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5844375.000000 Penalty: 12720.549805
	Iteration 23Q: 3 clusters Score -5844375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -5844395.000000 Penalty: 12720.549805
	Iteration 24Q: 3 clusters Score -5844395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -5844416.000000 Penalty: 12720.549805
	Iteration 25Q: 3 clusters Score -5844416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -5844434.500000 Penalty: 12720.549805
	Iteration 26Q: 3 clusters Score -5844434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5844460.000000 Penalty: 12720.549805
	Iteration 27Q: 3 clusters Score -5844460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -5844462.000000 Penalty: 12720.549805
	Iteration 28Q: 3 clusters Score -5844462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5844471.500000 Penalty: 12720.549805
	Iteration 29Q: 3 clusters Score -5844472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5844463.500000 Penalty: 12720.549805
	Iteration 30Q: 3 clusters Score -5844464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -5844470.500000 Penalty: 12720.549805
	Iteration 31Q: 3 clusters Score -5844470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5844466.000000 Penalty: 12720.549805
	Iteration 32Q: 3 clusters Score -5844466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5844476.000000 Penalty: 12720.549805
	Iteration 33Q: 3 clusters Score -5844476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5844482.000000 Penalty: 12720.549805
	Iteration 34Q: 3 clusters Score -5844482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5844480.500000 Penalty: 12720.549805
	Iteration 35Q: 3 clusters Score -5844480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -5844485.500000 Penalty: 12720.549805
	Iteration 36Q: 3 clusters Score -5844486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5844490.500000 Penalty: 12720.549805
	Iteration 37Q: 3 clusters Score -5844490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -5844485.500000 Penalty: 12720.549805
	Iteration 38Q: 3 clusters Score -5844486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5844489.000000 Penalty: 12720.549805
	Iteration 39Q: 3 clusters Score -5844489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -5844494.000000 Penalty: 12720.549805
	Iteration 40F: 3 clusters Score -5844494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5844494.000000 Penalty: 12720.549805
	Iteration 41Q: 3 clusters Score -5844494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5844506.000000 Penalty: 12720.549805
	Iteration 42Q: 3 clusters Score -5844506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -5844504.500000 Penalty: 12720.549805
	Iteration 43Q: 3 clusters Score -5844504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -5844505.000000 Penalty: 12720.549805
	Iteration 44Q: 3 clusters Score -5844505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5844499.000000 Penalty: 12720.549805
	Iteration 45Q: 3 clusters Score -5844499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5844484.500000 Penalty: 12720.549805
	Iteration 46Q: 3 clusters Score -5844484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5844500.000000 Penalty: 12720.549805
	Iteration 47Q: 3 clusters Score -5844500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5844499.500000 Penalty: 12720.549805
	Iteration 48Q: 3 clusters Score -5844500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -5844502.500000 Penalty: 12720.549805
	Iteration 49Q: 3 clusters Score -5844502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -5844502.500000 Penalty: 12720.549805
	Iteration 50F: 3 clusters Score -5844502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Entering Unmasked Estep 
Score: -7043509.000000 Penalty: 6470.708496
	Iteration 0F: 2 clusters Score -7043509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -7014989.500000 Penalty: 12941.416992
	Iteration 0F: 3 clusters Score -7014990 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -7024318.500000 Penalty: 12941.416992
	Iteration 1F: 3 clusters Score -7024318 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7026028.000000 Penalty: 12941.416992
	Iteration 2F: 3 clusters Score -7026028 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -7027592.500000 Penalty: 12941.416992
	Iteration 3F: 3 clusters Score -7027592 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -7029203.500000 Penalty: 12941.416992
	Iteration 4F: 3 clusters Score -7029204 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -7030901.500000 Penalty: 12941.416992
	Iteration 5F: 3 clusters Score -7030902 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -7032759.500000 Penalty: 12941.416992
	Iteration 6F: 3 clusters Score -7032760 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -7034426.500000 Penalty: 12941.416992
	Iteration 7F: 3 clusters Score -7034426 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -7035746.000000 Penalty: 12941.416992
	Iteration 8F: 3 clusters Score -7035746 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -7036692.000000 Penalty: 12941.416992
	Iteration 9Q: 3 clusters Score -7036692 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -7037339.500000 Penalty: 12941.416992
	Iteration 10Q: 3 clusters Score -7037340 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -7037793.500000 Penalty: 12941.416992
	Iteration 11Q: 3 clusters Score -7037794 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -7038129.500000 Penalty: 12941.416992
	Iteration 12Q: 3 clusters Score -7038130 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -7038411.000000 Penalty: 12941.416992
	Iteration 13Q: 3 clusters Score -7038411 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7038675.500000 Penalty: 12941.416992
	Iteration 14Q: 3 clusters Score -7038676 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -7038930.000000 Penalty: 12941.416992
	Iteration 15Q: 3 clusters Score -7038930 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -7039139.500000 Penalty: 12941.416992
	Iteration 16Q: 3 clusters Score -7039140 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -7039313.000000 Penalty: 12941.416992
	Iteration 17Q: 3 clusters Score -7039313 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -7039522.500000 Penalty: 12941.416992
	Iteration 18Q: 3 clusters Score -7039522 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -7039647.000000 Penalty: 12941.416992
	Iteration 19Q: 3 clusters Score -7039647 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -7039776.500000 Penalty: 12941.416992
	Iteration 20F: 3 clusters Score -7039776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -7039910.500000 Penalty: 12941.416992
	Iteration 21Q: 3 clusters Score -7039910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -7039985.500000 Penalty: 12941.416992
	Iteration 22Q: 3 clusters Score -7039986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -7040036.500000 Penalty: 12941.416992
	Iteration 23Q: 3 clusters Score -7040036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -7040074.000000 Penalty: 12941.416992
	Iteration 24Q: 3 clusters Score -7040074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -7040111.500000 Penalty: 12941.416992
	Iteration 25Q: 3 clusters Score -7040112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -7040134.500000 Penalty: 12941.416992
	Iteration 26Q: 3 clusters Score -7040134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -7040162.000000 Penalty: 12941.416992
	Iteration 27Q: 3 clusters Score -7040162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -7040181.500000 Penalty: 12941.416992
	Iteration 28Q: 3 clusters Score -7040182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7040191.500000 Penalty: 12941.416992
	Iteration 29Q: 3 clusters Score -7040192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -7040212.000000 Penalty: 12941.416992
	Iteration 30Q: 3 clusters Score -7040212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -7040224.000000 Penalty: 12941.416992
	Iteration 31Q: 3 clusters Score -7040224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -7040241.500000 Penalty: 12941.416992
	Iteration 32Q: 3 clusters Score -7040242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -7040258.000000 Penalty: 12941.416992
	Iteration 33Q: 3 clusters Score -7040258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7040268.500000 Penalty: 12941.416992
	Iteration 34Q: 3 clusters Score -7040268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -7040281.500000 Penalty: 12941.416992
	Iteration 35Q: 3 clusters Score -7040282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -7040278.500000 Penalty: 12941.416992
	Iteration 36Q: 3 clusters Score -7040278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7040273.500000 Penalty: 12941.416992
	Iteration 37Q: 3 clusters Score -7040274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -7040272.500000 Penalty: 12941.416992
	Iteration 38Q: 3 clusters Score -7040272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7040278.500000 Penalty: 12941.416992
	Iteration 39Q: 3 clusters Score -7040278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -7040270.500000 Penalty: 12941.416992
	Iteration 40F: 3 clusters Score -7040270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -7040284.000000 Penalty: 12941.416992
	Iteration 41Q: 3 clusters Score -7040284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -7040301.000000 Penalty: 12941.416992
	Iteration 42Q: 3 clusters Score -7040301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -7040288.000000 Penalty: 12941.416992
	Iteration 43Q: 3 clusters Score -7040288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -7040299.500000 Penalty: 12941.416992
	Iteration 44Q: 3 clusters Score -7040300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7040305.500000 Penalty: 12941.416992
	Iteration 45Q: 3 clusters Score -7040306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7040315.500000 Penalty: 12941.416992
	Iteration 46Q: 3 clusters Score -7040316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7040318.500000 Penalty: 12941.416992
	Iteration 47Q: 3 clusters Score -7040318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7040319.000000 Penalty: 12941.416992
	Iteration 48Q: 3 clusters Score -7040319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -7040334.000000 Penalty: 12941.416992
	Iteration 49Q: 3 clusters Score -7040334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -7040335.000000 Penalty: 12941.416992
	Iteration 50Q: 3 clusters Score -7040335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -7040353.000000 Penalty: 12941.416992
	Iteration 51Q: 3 clusters Score -7040353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -7040356.500000 Penalty: 12941.416992
	Iteration 52Q: 3 clusters Score -7040356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -7040363.500000 Penalty: 12941.416992
	Iteration 53Q: 3 clusters Score -7040364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -7040372.000000 Penalty: 12941.416992
	Iteration 54Q: 3 clusters Score -7040372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -7040371.500000 Penalty: 12941.416992
	Iteration 55Q: 3 clusters Score -7040372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -7040355.000000 Penalty: 12941.416992
	Iteration 56Q: 3 clusters Score -7040355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7040345.500000 Penalty: 12941.416992
	Iteration 57Q: 3 clusters Score -7040346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -7040344.500000 Penalty: 12941.416992
	Iteration 58Q: 3 clusters Score -7040344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -7040369.500000 Penalty: 12941.416992
	Iteration 59Q: 3 clusters Score -7040370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -7040369.500000 Penalty: 12941.416992
	Iteration 60F: 3 clusters Score -7040370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -7040368.000000 Penalty: 12941.416992
	Iteration 61Q: 3 clusters Score -7040368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -7040370.500000 Penalty: 12941.416992
	Iteration 62Q: 3 clusters Score -7040370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -7040366.000000 Penalty: 12941.416992
	Iteration 63Q: 3 clusters Score -7040366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -7040376.500000 Penalty: 12941.416992
	Iteration 64Q: 3 clusters Score -7040376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -7040377.000000 Penalty: 12941.416992
	Iteration 65Q: 3 clusters Score -7040377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -7040383.500000 Penalty: 12941.416992
	Iteration 66Q: 3 clusters Score -7040384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -7040390.500000 Penalty: 12941.416992
	Iteration 67Q: 3 clusters Score -7040390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7040385.500000 Penalty: 12941.416992
	Iteration 68Q: 3 clusters Score -7040386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -7040374.000000 Penalty: 12941.416992
	Iteration 69Q: 3 clusters Score -7040374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -7040365.500000 Penalty: 12941.416992
	Iteration 70Q: 3 clusters Score -7040366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -7040381.000000 Penalty: 12941.416992
	Iteration 71Q: 3 clusters Score -7040381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -7040374.500000 Penalty: 12941.416992
	Iteration 72Q: 3 clusters Score -7040374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -7040393.000000 Penalty: 12941.416992
	Iteration 73Q: 3 clusters Score -7040393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -7040386.000000 Penalty: 12941.416992
	Iteration 74Q: 3 clusters Score -7040386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -7040386.000000 Penalty: 12941.416992
	Iteration 75Q: 3 clusters Score -7040386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -7040382.000000 Penalty: 12941.416992
	Iteration 76Q: 3 clusters Score -7040382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -7040381.500000 Penalty: 12941.416992
	Iteration 77Q: 3 clusters Score -7040382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7040381.500000 Penalty: 12941.416992
	Iteration 78Q: 3 clusters Score -7040382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -7040382.500000 Penalty: 12941.416992
	Iteration 79Q: 3 clusters Score -7040382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -7040387.000000 Penalty: 12941.416992
	Iteration 80F: 3 clusters Score -7040387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -7040386.000000 Penalty: 12941.416992
	Iteration 81Q: 3 clusters Score -7040386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -7040384.000000 Penalty: 12941.416992
	Iteration 82Q: 3 clusters Score -7040384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -7040390.500000 Penalty: 12941.416992
	Iteration 83Q: 3 clusters Score -7040390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -7040391.500000 Penalty: 12941.416992
	Iteration 84Q: 3 clusters Score -7040392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7040391.500000 Penalty: 12941.416992
	Iteration 85Q: 3 clusters Score -7040392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -7040392.000000 Penalty: 12941.416992
	Iteration 86Q: 3 clusters Score -7040392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -7040403.000000 Penalty: 12941.416992
	Iteration 87Q: 3 clusters Score -7040403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -7040407.000000 Penalty: 12941.416992
	Iteration 88Q: 3 clusters Score -7040407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -7040409.500000 Penalty: 12941.416992
	Iteration 89Q: 3 clusters Score -7040410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -7040410.000000 Penalty: 12941.416992
	Iteration 90Q: 3 clusters Score -7040410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -7040404.000000 Penalty: 12941.416992
	Iteration 91Q: 3 clusters Score -7040404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -7040398.000000 Penalty: 12941.416992
	Iteration 92Q: 3 clusters Score -7040398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
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Entering Unmasked Estep 
Score: -7040402.500000 Penalty: 12941.416992
	Iteration 93Q: 3 clusters Score -7040402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7040408.000000 Penalty: 12941.416992
	Iteration 94Q: 3 clusters Score -7040408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
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Entering Unmasked Estep 
Score: -7040412.000000 Penalty: 12941.416992
	Iteration 95Q: 3 clusters Score -7040412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -7040403.500000 Penalty: 12941.416992
	Iteration 96Q: 3 clusters Score -7040404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -7040411.500000 Penalty: 12941.416992
	Iteration 97Q: 3 clusters Score -7040412 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7040412.000000 Penalty: 12941.416992
	Iteration 98Q: 3 clusters Score -7040412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -7040415.500000 Penalty: 12941.416992
	Iteration 99Q: 3 clusters Score -7040416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -7040404.000000 Penalty: 12941.416992
	Iteration 100F: 3 clusters Score -7040404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -7040419.000000 Penalty: 12941.416992
	Iteration 101Q: 3 clusters Score -7040419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -7040419.000000 Penalty: 12941.416992
	Iteration 102Q: 3 clusters Score -7040419 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7040429.000000 Penalty: 12941.416992
	Iteration 103Q: 3 clusters Score -7040429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -7040424.500000 Penalty: 12941.416992
	Iteration 104Q: 3 clusters Score -7040424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -7040423.000000 Penalty: 12941.416992
	Iteration 105Q: 3 clusters Score -7040423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -7040417.500000 Penalty: 12941.416992
	Iteration 106Q: 3 clusters Score -7040418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -7040415.000000 Penalty: 12941.416992
	Iteration 107Q: 3 clusters Score -7040415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -7040422.500000 Penalty: 12941.416992
	Iteration 108Q: 3 clusters Score -7040422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -7040420.500000 Penalty: 12941.416992
	Iteration 109Q: 3 clusters Score -7040420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -7040439.500000 Penalty: 12941.416992
	Iteration 110Q: 3 clusters Score -7040440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -7040451.500000 Penalty: 12941.416992
	Iteration 111Q: 3 clusters Score -7040452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -7040450.000000 Penalty: 12941.416992
	Iteration 112Q: 3 clusters Score -7040450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -7040450.000000 Penalty: 12941.416992
	Iteration 113Q: 3 clusters Score -7040450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -7040459.000000 Penalty: 12941.416992
	Iteration 114Q: 3 clusters Score -7040459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7040462.000000 Penalty: 12941.416992
	Iteration 115Q: 3 clusters Score -7040462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -7040462.000000 Penalty: 12941.416992
	Iteration 116Q: 3 clusters Score -7040462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7040468.000000 Penalty: 12941.416992
	Iteration 117Q: 3 clusters Score -7040468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -7040476.000000 Penalty: 12941.416992
	Iteration 118Q: 3 clusters Score -7040476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -7040487.500000 Penalty: 12941.416992
	Iteration 119Q: 3 clusters Score -7040488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -7040489.000000 Penalty: 12941.416992
	Iteration 120F: 3 clusters Score -7040489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -7040485.500000 Penalty: 12941.416992
	Iteration 121Q: 3 clusters Score -7040486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -7040491.000000 Penalty: 12941.416992
	Iteration 122Q: 3 clusters Score -7040491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -7040491.500000 Penalty: 12941.416992
	Iteration 123Q: 3 clusters Score -7040492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -7040496.500000 Penalty: 12941.416992
	Iteration 124Q: 3 clusters Score -7040496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -7040498.000000 Penalty: 12941.416992
	Iteration 125Q: 3 clusters Score -7040498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -7040496.500000 Penalty: 12941.416992
	Iteration 126Q: 3 clusters Score -7040496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7040495.000000 Penalty: 12941.416992
	Iteration 127Q: 3 clusters Score -7040495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -7040491.500000 Penalty: 12941.416992
	Iteration 128Q: 3 clusters Score -7040492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -7040498.500000 Penalty: 12941.416992
	Iteration 129Q: 3 clusters Score -7040498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -7040494.500000 Penalty: 12941.416992
	Iteration 130Q: 3 clusters Score -7040494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7040499.000000 Penalty: 12941.416992
	Iteration 131Q: 3 clusters Score -7040499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -7040501.000000 Penalty: 12941.416992
	Iteration 132Q: 3 clusters Score -7040501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -7040504.000000 Penalty: 12941.416992
	Iteration 133Q: 3 clusters Score -7040504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -7040499.500000 Penalty: 12941.416992
	Iteration 134Q: 3 clusters Score -7040500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -7040499.500000 Penalty: 12941.416992
	Iteration 135Q: 3 clusters Score -7040500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7040502.000000 Penalty: 12941.416992
	Iteration 136Q: 3 clusters Score -7040502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -7040503.500000 Penalty: 12941.416992
	Iteration 137Q: 3 clusters Score -7040504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -7040511.000000 Penalty: 12941.416992
	Iteration 138Q: 3 clusters Score -7040511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7040506.000000 Penalty: 12941.416992
	Iteration 139Q: 3 clusters Score -7040506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -7040507.000000 Penalty: 12941.416992
	Iteration 140F: 3 clusters Score -7040507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -7040504.000000 Penalty: 12941.416992
	Iteration 141Q: 3 clusters Score -7040504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -7040505.000000 Penalty: 12941.416992
	Iteration 142Q: 3 clusters Score -7040505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7040511.000000 Penalty: 12941.416992
	Iteration 143Q: 3 clusters Score -7040511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7040511.000000 Penalty: 12941.416992
	Iteration 144F: 3 clusters Score -7040511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Entering Unmasked Estep 
Score: -2808834.250000 Penalty: 5940.851562
	Iteration 0F: 2 clusters Score -2808834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2794621.500000 Penalty: 11881.703125
	Iteration 0F: 3 clusters Score -2794622 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2798209.250000 Penalty: 11881.703125
	Iteration 1F: 3 clusters Score -2798209 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2798951.250000 Penalty: 11881.703125
	Iteration 2F: 3 clusters Score -2798951 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2799500.750000 Penalty: 11881.703125
	Iteration 3F: 3 clusters Score -2799501 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2799956.500000 Penalty: 11881.703125
	Iteration 4Q: 3 clusters Score -2799956 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2800389.250000 Penalty: 11881.703125
	Iteration 5Q: 3 clusters Score -2800389 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2800820.750000 Penalty: 11881.703125
	Iteration 6Q: 3 clusters Score -2800821 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2801206.750000 Penalty: 11881.703125
	Iteration 7Q: 3 clusters Score -2801207 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2801586.500000 Penalty: 11881.703125
	Iteration 8Q: 3 clusters Score -2801586 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2801957.000000 Penalty: 11881.703125
	Iteration 9Q: 3 clusters Score -2801957 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2802305.500000 Penalty: 11881.703125
	Iteration 10Q: 3 clusters Score -2802306 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2802648.250000 Penalty: 11881.703125
	Iteration 11Q: 3 clusters Score -2802648 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2802969.750000 Penalty: 11881.703125
	Iteration 12Q: 3 clusters Score -2802970 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2803306.750000 Penalty: 11881.703125
	Iteration 13Q: 3 clusters Score -2803307 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2803601.250000 Penalty: 11881.703125
	Iteration 14Q: 3 clusters Score -2803601 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2803873.250000 Penalty: 11881.703125
	Iteration 15Q: 3 clusters Score -2803873 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2804092.750000 Penalty: 11881.703125
	Iteration 16Q: 3 clusters Score -2804093 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2804260.250000 Penalty: 11881.703125
	Iteration 17Q: 3 clusters Score -2804260 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2804381.500000 Penalty: 11881.703125
	Iteration 18Q: 3 clusters Score -2804382 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2804482.250000 Penalty: 11881.703125
	Iteration 19Q: 3 clusters Score -2804482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2804561.250000 Penalty: 11881.703125
	Iteration 20F: 3 clusters Score -2804561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2804610.500000 Penalty: 11881.703125
	Iteration 21Q: 3 clusters Score -2804610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2804645.250000 Penalty: 11881.703125
	Iteration 22Q: 3 clusters Score -2804645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2804683.500000 Penalty: 11881.703125
	Iteration 23Q: 3 clusters Score -2804684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2804708.500000 Penalty: 11881.703125
	Iteration 24Q: 3 clusters Score -2804708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2804740.250000 Penalty: 11881.703125
	Iteration 25Q: 3 clusters Score -2804740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2804763.000000 Penalty: 11881.703125
	Iteration 26Q: 3 clusters Score -2804763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2804767.750000 Penalty: 11881.703125
	Iteration 27Q: 3 clusters Score -2804768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2804785.250000 Penalty: 11881.703125
	Iteration 28Q: 3 clusters Score -2804785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2804797.000000 Penalty: 11881.703125
	Iteration 29Q: 3 clusters Score -2804797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2804801.000000 Penalty: 11881.703125
	Iteration 30Q: 3 clusters Score -2804801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2804818.500000 Penalty: 11881.703125
	Iteration 31Q: 3 clusters Score -2804818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2804836.500000 Penalty: 11881.703125
	Iteration 32Q: 3 clusters Score -2804836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2804869.750000 Penalty: 11881.703125
	Iteration 33Q: 3 clusters Score -2804870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2804888.750000 Penalty: 11881.703125
	Iteration 34Q: 3 clusters Score -2804889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2804928.250000 Penalty: 11881.703125
	Iteration 35Q: 3 clusters Score -2804928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2804968.750000 Penalty: 11881.703125
	Iteration 36Q: 3 clusters Score -2804969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2805016.500000 Penalty: 11881.703125
	Iteration 37Q: 3 clusters Score -2805016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2805060.250000 Penalty: 11881.703125
	Iteration 38Q: 3 clusters Score -2805060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2805120.750000 Penalty: 11881.703125
	Iteration 39Q: 3 clusters Score -2805121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2805196.000000 Penalty: 11881.703125
	Iteration 40F: 3 clusters Score -2805196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2805253.000000 Penalty: 11881.703125
	Iteration 41Q: 3 clusters Score -2805253 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2805299.250000 Penalty: 11881.703125
	Iteration 42Q: 3 clusters Score -2805299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2805324.000000 Penalty: 11881.703125
	Iteration 43Q: 3 clusters Score -2805324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2805332.500000 Penalty: 11881.703125
	Iteration 44Q: 3 clusters Score -2805332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2805351.500000 Penalty: 11881.703125
	Iteration 45Q: 3 clusters Score -2805352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2805351.250000 Penalty: 11881.703125
	Iteration 46Q: 3 clusters Score -2805351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2805360.750000 Penalty: 11881.703125
	Iteration 47Q: 3 clusters Score -2805361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2805365.000000 Penalty: 11881.703125
	Iteration 48Q: 3 clusters Score -2805365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2805369.000000 Penalty: 11881.703125
	Iteration 49Q: 3 clusters Score -2805369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2805373.250000 Penalty: 11881.703125
	Iteration 50Q: 3 clusters Score -2805373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2805390.000000 Penalty: 11881.703125
	Iteration 51Q: 3 clusters Score -2805390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2805393.250000 Penalty: 11881.703125
	Iteration 52Q: 3 clusters Score -2805393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2805394.500000 Penalty: 11881.703125
	Iteration 53Q: 3 clusters Score -2805394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2805390.750000 Penalty: 11881.703125
	Iteration 54Q: 3 clusters Score -2805391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2805394.750000 Penalty: 11881.703125
	Iteration 55Q: 3 clusters Score -2805395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2805395.500000 Penalty: 11881.703125
	Iteration 56Q: 3 clusters Score -2805396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2805395.500000 Penalty: 11881.703125
	Iteration 57F: 3 clusters Score -2805396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Entering Unmasked Estep 
Score: -9409871.000000 Penalty: 6647.533691
	Iteration 0F: 2 clusters Score -9409871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -9373091.000000 Penalty: 13295.067383
	Iteration 0F: 3 clusters Score -9373091 nChanged 22704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -9385050.000000 Penalty: 13295.067383
	Iteration 1F: 3 clusters Score -9385050 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -9385965.000000 Penalty: 13295.067383
	Iteration 2Q: 3 clusters Score -9385965 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -9386593.000000 Penalty: 13295.067383
	Iteration 3Q: 3 clusters Score -9386593 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9387095.000000 Penalty: 13295.067383
	Iteration 4Q: 3 clusters Score -9387095 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -9387587.000000 Penalty: 13295.067383
	Iteration 5Q: 3 clusters Score -9387587 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -9388076.000000 Penalty: 13295.067383
	Iteration 6Q: 3 clusters Score -9388076 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -9388527.000000 Penalty: 13295.067383
	Iteration 7Q: 3 clusters Score -9388527 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -9389050.000000 Penalty: 13295.067383
	Iteration 8Q: 3 clusters Score -9389050 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -9389576.000000 Penalty: 13295.067383
	Iteration 9Q: 3 clusters Score -9389576 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -9390213.000000 Penalty: 13295.067383
	Iteration 10Q: 3 clusters Score -9390213 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -9390829.000000 Penalty: 13295.067383
	Iteration 11Q: 3 clusters Score -9390829 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9391687.000000 Penalty: 13295.067383
	Iteration 12Q: 3 clusters Score -9391687 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -9392646.000000 Penalty: 13295.067383
	Iteration 13Q: 3 clusters Score -9392646 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -9393748.000000 Penalty: 13295.067383
	Iteration 14Q: 3 clusters Score -9393748 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -9394986.000000 Penalty: 13295.067383
	Iteration 15Q: 3 clusters Score -9394986 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -9396334.000000 Penalty: 13295.067383
	Iteration 16Q: 3 clusters Score -9396334 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -9397712.000000 Penalty: 13295.067383
	Iteration 17Q: 3 clusters Score -9397712 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -9399179.000000 Penalty: 13295.067383
	Iteration 18Q: 3 clusters Score -9399179 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -9400419.000000 Penalty: 13295.067383
	Iteration 19Q: 3 clusters Score -9400419 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -9401507.000000 Penalty: 13295.067383
	Iteration 20F: 3 clusters Score -9401507 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9402353.000000 Penalty: 13295.067383
	Iteration 21Q: 3 clusters Score -9402353 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9402945.000000 Penalty: 13295.067383
	Iteration 22Q: 3 clusters Score -9402945 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9403302.000000 Penalty: 13295.067383
	Iteration 23Q: 3 clusters Score -9403302 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9403515.000000 Penalty: 13295.067383
	Iteration 24Q: 3 clusters Score -9403515 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9403691.000000 Penalty: 13295.067383
	Iteration 25Q: 3 clusters Score -9403691 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9403788.000000 Penalty: 13295.067383
	Iteration 26Q: 3 clusters Score -9403788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9403859.000000 Penalty: 13295.067383
	Iteration 27Q: 3 clusters Score -9403859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9403889.000000 Penalty: 13295.067383
	Iteration 28Q: 3 clusters Score -9403889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9403916.000000 Penalty: 13295.067383
	Iteration 29Q: 3 clusters Score -9403916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9403937.000000 Penalty: 13295.067383
	Iteration 30Q: 3 clusters Score -9403937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9403955.000000 Penalty: 13295.067383
	Iteration 31Q: 3 clusters Score -9403955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9404002.000000 Penalty: 13295.067383
	Iteration 32Q: 3 clusters Score -9404002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9404011.000000 Penalty: 13295.067383
	Iteration 33Q: 3 clusters Score -9404011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9404021.000000 Penalty: 13295.067383
	Iteration 34Q: 3 clusters Score -9404021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9404030.000000 Penalty: 13295.067383
	Iteration 35Q: 3 clusters Score -9404030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9404040.000000 Penalty: 13295.067383
	Iteration 36Q: 3 clusters Score -9404040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9404043.000000 Penalty: 13295.067383
	Iteration 37Q: 3 clusters Score -9404043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9404041.000000 Penalty: 13295.067383
	Iteration 38Q: 3 clusters Score -9404041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9404059.000000 Penalty: 13295.067383
	Iteration 39Q: 3 clusters Score -9404059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9404061.000000 Penalty: 13295.067383
	Iteration 40F: 3 clusters Score -9404061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9404059.000000 Penalty: 13295.067383
	Iteration 41Q: 3 clusters Score -9404059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9404058.000000 Penalty: 13295.067383
	Iteration 42Q: 3 clusters Score -9404058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9404072.000000 Penalty: 13295.067383
	Iteration 43Q: 3 clusters Score -9404072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9404073.000000 Penalty: 13295.067383
	Iteration 44Q: 3 clusters Score -9404073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9404071.000000 Penalty: 13295.067383
	Iteration 45Q: 3 clusters Score -9404071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9404080.000000 Penalty: 13295.067383
	Iteration 46Q: 3 clusters Score -9404080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9404078.000000 Penalty: 13295.067383
	Iteration 47Q: 3 clusters Score -9404078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9404078.000000 Penalty: 13295.067383
	Iteration 48Q: 3 clusters Score -9404078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9404082.000000 Penalty: 13295.067383
	Iteration 49Q: 3 clusters Score -9404082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9404089.000000 Penalty: 13295.067383
	Iteration 50Q: 3 clusters Score -9404089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9404085.000000 Penalty: 13295.067383
	Iteration 51Q: 3 clusters Score -9404085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9404087.000000 Penalty: 13295.067383
	Iteration 52Q: 3 clusters Score -9404087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9404086.000000 Penalty: 13295.067383
	Iteration 53Q: 3 clusters Score -9404086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9404086.000000 Penalty: 13295.067383
	Iteration 54F: 3 clusters Score -9404086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -255011.687500 Penalty: 4448.789551
	Iteration 0F: 2 clusters Score -255011.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -250432.078125 Penalty: 8897.579102
	Iteration 0F: 3 clusters Score -250432.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -250890.640625 Penalty: 8897.579102
	Iteration 1F: 3 clusters Score -250890.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251010.812500 Penalty: 8897.579102
	Iteration 2Q: 3 clusters Score -251010.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -251051.484375 Penalty: 8897.579102
	Iteration 3Q: 3 clusters Score -251051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -251080.906250 Penalty: 8897.579102
	Iteration 4Q: 3 clusters Score -251080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -251087.750000 Penalty: 8897.579102
	Iteration 5Q: 3 clusters Score -251087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -251099.703125 Penalty: 8897.579102
	Iteration 6Q: 3 clusters Score -251099.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -251106.578125 Penalty: 8897.579102
	Iteration 7Q: 3 clusters Score -251106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -251109.859375 Penalty: 8897.579102
	Iteration 8Q: 3 clusters Score -251109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -251115.656250 Penalty: 8897.579102
	Iteration 9Q: 3 clusters Score -251115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -251115.656250 Penalty: 8897.579102
	Iteration 10F: 3 clusters Score -251115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -200825.640625 Penalty: 4417.530273
	Iteration 0F: 2 clusters Score -200825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196612.250000 Penalty: 8835.060547
	Iteration 0F: 3 clusters Score -196612.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -197776.062500 Penalty: 8835.060547
	Iteration 1F: 3 clusters Score -197776.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198401.500000 Penalty: 8835.060547
	Iteration 2F: 3 clusters Score -198401.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -199003.687500 Penalty: 8835.060547
	Iteration 3F: 3 clusters Score -199003.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -199742.437500 Penalty: 8835.060547
	Iteration 4F: 3 clusters Score -199742.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -200468.234375 Penalty: 8835.060547
	Iteration 5Q: 3 clusters Score -200468.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -200905.140625 Penalty: 8835.060547
	Iteration 6Q: 3 clusters Score -200905.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -201088.828125 Penalty: 8835.060547
	Iteration 7Q: 3 clusters Score -201088.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201222.656250 Penalty: 8835.060547
	Iteration 8Q: 3 clusters Score -201222.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -201274.453125 Penalty: 8835.060547
	Iteration 9Q: 3 clusters Score -201274.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -201323.437500 Penalty: 8835.060547
	Iteration 10Q: 3 clusters Score -201323.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -201357.140625 Penalty: 8835.060547
	Iteration 11Q: 3 clusters Score -201357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -201378.796875 Penalty: 8835.060547
	Iteration 12Q: 3 clusters Score -201378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -201391.375000 Penalty: 8835.060547
	Iteration 13Q: 3 clusters Score -201391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -201405.656250 Penalty: 8835.060547
	Iteration 14Q: 3 clusters Score -201405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -201428.859375 Penalty: 8835.060547
	Iteration 15Q: 3 clusters Score -201428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -201462.890625 Penalty: 8835.060547
	Iteration 16Q: 3 clusters Score -201462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -201488.062500 Penalty: 8835.060547
	Iteration 17Q: 3 clusters Score -201488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -201500.531250 Penalty: 8835.060547
	Iteration 18Q: 3 clusters Score -201500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -201512.453125 Penalty: 8835.060547
	Iteration 19Q: 3 clusters Score -201512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -201520.546875 Penalty: 8835.060547
	Iteration 20F: 3 clusters Score -201520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -201529.703125 Penalty: 8835.060547
	Iteration 21Q: 3 clusters Score -201529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -201541.921875 Penalty: 8835.060547
	Iteration 22Q: 3 clusters Score -201541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -201548.421875 Penalty: 8835.060547
	Iteration 23Q: 3 clusters Score -201548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201556.500000 Penalty: 8835.060547
	Iteration 24Q: 3 clusters Score -201556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -201560.281250 Penalty: 8835.060547
	Iteration 25Q: 3 clusters Score -201560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -201560.281250 Penalty: 8835.060547
	Iteration 26F: 3 clusters Score -201560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 494508 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 187158 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38732 members 
Mstep: Class 19 contains 16307 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 62340 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 6116 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 593 members 
Entering Unmasked Estep 
Score: -226803216.000000 Penalty: 258397.593750
Splitting cluster 22 changes total score from -226753888.000000 to -226803216.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (62340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Entering Unmasked Estep 
Score: -11390659.000000 Penalty: 6762.219727
	Iteration 0F: 2 clusters Score -1.139066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -11346947.000000 Penalty: 13524.439453
	Iteration 0F: 3 clusters Score -1.134695e+07 nChanged 27741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -11361943.000000 Penalty: 13524.439453
	Iteration 1F: 3 clusters Score -1.136194e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -11362951.000000 Penalty: 13524.439453
	Iteration 2Q: 3 clusters Score -1.136295e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -11364059.000000 Penalty: 13524.439453
	Iteration 3Q: 3 clusters Score -1.136406e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -11365004.000000 Penalty: 13524.439453
	Iteration 4Q: 3 clusters Score -1.1365e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -11366022.000000 Penalty: 13524.439453
	Iteration 5Q: 3 clusters Score -1.136602e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -11366869.000000 Penalty: 13524.439453
	Iteration 6Q: 3 clusters Score -1.136687e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -11367556.000000 Penalty: 13524.439453
	Iteration 7Q: 3 clusters Score -1.136756e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -11368092.000000 Penalty: 13524.439453
	Iteration 8Q: 3 clusters Score -1.136809e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -11368693.000000 Penalty: 13524.439453
	Iteration 9Q: 3 clusters Score -1.136869e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -11369503.000000 Penalty: 13524.439453
	Iteration 10Q: 3 clusters Score -1.13695e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -11370357.000000 Penalty: 13524.439453
	Iteration 11Q: 3 clusters Score -1.137036e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -11371371.000000 Penalty: 13524.439453
	Iteration 12Q: 3 clusters Score -1.137137e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -11372758.000000 Penalty: 13524.439453
	Iteration 13Q: 3 clusters Score -1.137276e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -11374758.000000 Penalty: 13524.439453
	Iteration 14Q: 3 clusters Score -1.137476e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -11377754.000000 Penalty: 13524.439453
	Iteration 15F: 3 clusters Score -1.137775e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -11381481.000000 Penalty: 13524.439453
	Iteration 16F: 3 clusters Score -1.138148e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -11384493.000000 Penalty: 13524.439453
	Iteration 17F: 3 clusters Score -1.138449e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -11385791.000000 Penalty: 13524.439453
	Iteration 18Q: 3 clusters Score -1.138579e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -11386330.000000 Penalty: 13524.439453
	Iteration 19Q: 3 clusters Score -1.138633e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -11386597.000000 Penalty: 13524.439453
	Iteration 20F: 3 clusters Score -1.13866e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -11386719.000000 Penalty: 13524.439453
	Iteration 21Q: 3 clusters Score -1.138672e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -11386717.000000 Penalty: 13524.439453
	Iteration 22Q: 3 clusters Score -1.138672e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -11386778.000000 Penalty: 13524.439453
	Iteration 23Q: 3 clusters Score -1.138678e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -11386799.000000 Penalty: 13524.439453
	Iteration 24Q: 3 clusters Score -1.13868e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -11386808.000000 Penalty: 13524.439453
	Iteration 25Q: 3 clusters Score -1.138681e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -11386829.000000 Penalty: 13524.439453
	Iteration 26Q: 3 clusters Score -1.138683e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -11386814.000000 Penalty: 13524.439453
	Iteration 27Q: 3 clusters Score -1.138681e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -11386802.000000 Penalty: 13524.439453
	Iteration 28Q: 3 clusters Score -1.13868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -11386800.000000 Penalty: 13524.439453
	Iteration 29Q: 3 clusters Score -1.13868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -11386803.000000 Penalty: 13524.439453
	Iteration 30Q: 3 clusters Score -1.13868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -11386814.000000 Penalty: 13524.439453
	Iteration 31Q: 3 clusters Score -1.138681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -11386815.000000 Penalty: 13524.439453
	Iteration 32Q: 3 clusters Score -1.138682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -11386819.000000 Penalty: 13524.439453
	Iteration 33Q: 3 clusters Score -1.138682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -11386799.000000 Penalty: 13524.439453
	Iteration 34Q: 3 clusters Score -1.13868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -11386806.000000 Penalty: 13524.439453
	Iteration 35Q: 3 clusters Score -1.138681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -11386824.000000 Penalty: 13524.439453
	Iteration 36Q: 3 clusters Score -1.138682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -11386817.000000 Penalty: 13524.439453
	Iteration 37Q: 3 clusters Score -1.138682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -11386827.000000 Penalty: 13524.439453
	Iteration 38Q: 3 clusters Score -1.138683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -11386827.000000 Penalty: 13524.439453
	Iteration 39F: 3 clusters Score -1.138683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -225771.859375 Penalty: 4516.576172
	Iteration 0F: 2 clusters Score -225771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -221251.359375 Penalty: 9033.152344
	Iteration 0F: 3 clusters Score -221251.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222366.203125 Penalty: 9033.152344
	Iteration 1F: 3 clusters Score -222366.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223091.125000 Penalty: 9033.152344
	Iteration 2F: 3 clusters Score -223091.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223733.562500 Penalty: 9033.152344
	Iteration 3F: 3 clusters Score -223733.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -224569.140625 Penalty: 9033.152344
	Iteration 4F: 3 clusters Score -224569.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -225789.921875 Penalty: 9033.152344
	Iteration 5F: 3 clusters Score -225789.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227083.828125 Penalty: 9033.152344
	Iteration 6F: 3 clusters Score -227083.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -228074.734375 Penalty: 9033.152344
	Iteration 7F: 3 clusters Score -228074.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -228690.000000 Penalty: 9033.152344
	Iteration 8Q: 3 clusters Score -228690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -228964.453125 Penalty: 9033.152344
	Iteration 9Q: 3 clusters Score -228964.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -229179.671875 Penalty: 9033.152344
	Iteration 10Q: 3 clusters Score -229179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -229577.000000 Penalty: 9033.152344
	Iteration 11Q: 3 clusters Score -229577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -229986.640625 Penalty: 9033.152344
	Iteration 12Q: 3 clusters Score -229986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230066.765625 Penalty: 9033.152344
	Iteration 13Q: 3 clusters Score -230066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -230068.890625 Penalty: 9033.152344
	Iteration 14Q: 3 clusters Score -230068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -230068.890625 Penalty: 9033.152344
	Iteration 15F: 3 clusters Score -230068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 494508 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 187158 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38732 members 
Mstep: Class 19 contains 16307 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 62340 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 6116 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 593 members 
Mstep: Class 31 contains 1007 members 
Entering Unmasked Estep 
Score: -226802304.000000 Penalty: 267010.843750
Splitting cluster 24 changes total score from -226753888.000000 to -226802304.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -1078764.750000 Penalty: 5340.181152
	Iteration 0F: 2 clusters Score -1078765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1070895.375000 Penalty: 10680.362305
	Iteration 0F: 3 clusters Score -1070895 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1072241.500000 Penalty: 10680.362305
	Iteration 1F: 3 clusters Score -1072242 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1072606.750000 Penalty: 10680.362305
	Iteration 2F: 3 clusters Score -1072607 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1072789.250000 Penalty: 10680.362305
	Iteration 3Q: 3 clusters Score -1072789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1072914.125000 Penalty: 10680.362305
	Iteration 4Q: 3 clusters Score -1072914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1073009.250000 Penalty: 10680.362305
	Iteration 5Q: 3 clusters Score -1073009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1073099.000000 Penalty: 10680.362305
	Iteration 6Q: 3 clusters Score -1073099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1073190.000000 Penalty: 10680.362305
	Iteration 7Q: 3 clusters Score -1073190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1073267.125000 Penalty: 10680.362305
	Iteration 8Q: 3 clusters Score -1073267 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1073358.875000 Penalty: 10680.362305
	Iteration 9Q: 3 clusters Score -1073359 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1073483.625000 Penalty: 10680.362305
	Iteration 10Q: 3 clusters Score -1073484 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1073636.000000 Penalty: 10680.362305
	Iteration 11Q: 3 clusters Score -1073636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1073848.375000 Penalty: 10680.362305
	Iteration 12Q: 3 clusters Score -1073848 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1074089.375000 Penalty: 10680.362305
	Iteration 13Q: 3 clusters Score -1074089 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1074380.000000 Penalty: 10680.362305
	Iteration 14Q: 3 clusters Score -1074380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1074671.375000 Penalty: 10680.362305
	Iteration 15Q: 3 clusters Score -1074671 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1074921.875000 Penalty: 10680.362305
	Iteration 16Q: 3 clusters Score -1074922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1075131.375000 Penalty: 10680.362305
	Iteration 17Q: 3 clusters Score -1075131 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1075276.000000 Penalty: 10680.362305
	Iteration 18Q: 3 clusters Score -1075276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1075355.125000 Penalty: 10680.362305
	Iteration 19Q: 3 clusters Score -1075355 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1075400.875000 Penalty: 10680.362305
	Iteration 20F: 3 clusters Score -1075401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1075440.875000 Penalty: 10680.362305
	Iteration 21Q: 3 clusters Score -1075441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1075480.000000 Penalty: 10680.362305
	Iteration 22Q: 3 clusters Score -1075480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1075508.750000 Penalty: 10680.362305
	Iteration 23Q: 3 clusters Score -1075509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1075528.500000 Penalty: 10680.362305
	Iteration 24Q: 3 clusters Score -1075528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1075547.625000 Penalty: 10680.362305
	Iteration 25Q: 3 clusters Score -1075548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1075556.000000 Penalty: 10680.362305
	Iteration 26Q: 3 clusters Score -1075556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1075566.125000 Penalty: 10680.362305
	Iteration 27Q: 3 clusters Score -1075566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1075575.250000 Penalty: 10680.362305
	Iteration 28Q: 3 clusters Score -1075575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1075579.750000 Penalty: 10680.362305
	Iteration 29Q: 3 clusters Score -1075580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1075583.875000 Penalty: 10680.362305
	Iteration 30Q: 3 clusters Score -1075584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1075587.625000 Penalty: 10680.362305
	Iteration 31Q: 3 clusters Score -1075588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1075589.625000 Penalty: 10680.362305
	Iteration 32Q: 3 clusters Score -1075590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1075595.125000 Penalty: 10680.362305
	Iteration 33Q: 3 clusters Score -1075595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1075599.500000 Penalty: 10680.362305
	Iteration 34Q: 3 clusters Score -1075600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1075601.375000 Penalty: 10680.362305
	Iteration 35Q: 3 clusters Score -1075601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1075601.375000 Penalty: 10680.362305
	Iteration 36F: 3 clusters Score -1075601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Entering Unmasked Estep 
Score: -1833957.250000 Penalty: 5654.662109
	Iteration 0F: 2 clusters Score -1833957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1823615.125000 Penalty: 11309.324219
	Iteration 0F: 3 clusters Score -1823615 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1825823.000000 Penalty: 11309.324219
	Iteration 1F: 3 clusters Score -1825823 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1826280.875000 Penalty: 11309.324219
	Iteration 2F: 3 clusters Score -1826281 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1826608.375000 Penalty: 11309.324219
	Iteration 3Q: 3 clusters Score -1826608 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1826975.500000 Penalty: 11309.324219
	Iteration 4Q: 3 clusters Score -1826976 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1827398.250000 Penalty: 11309.324219
	Iteration 5Q: 3 clusters Score -1827398 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1828148.250000 Penalty: 11309.324219
	Iteration 6F: 3 clusters Score -1828148 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1829294.500000 Penalty: 11309.324219
	Iteration 7F: 3 clusters Score -1829294 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1830468.625000 Penalty: 11309.324219
	Iteration 8F: 3 clusters Score -1830469 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1831324.000000 Penalty: 11309.324219
	Iteration 9F: 3 clusters Score -1831324 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1831815.625000 Penalty: 11309.324219
	Iteration 10F: 3 clusters Score -1831816 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1832051.500000 Penalty: 11309.324219
	Iteration 11Q: 3 clusters Score -1832052 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1832168.625000 Penalty: 11309.324219
	Iteration 12Q: 3 clusters Score -1832169 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1832225.625000 Penalty: 11309.324219
	Iteration 13Q: 3 clusters Score -1832226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1832264.375000 Penalty: 11309.324219
	Iteration 14Q: 3 clusters Score -1832264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1832290.625000 Penalty: 11309.324219
	Iteration 15Q: 3 clusters Score -1832291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1832302.375000 Penalty: 11309.324219
	Iteration 16Q: 3 clusters Score -1832302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1832312.375000 Penalty: 11309.324219
	Iteration 17Q: 3 clusters Score -1832312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1832316.625000 Penalty: 11309.324219
	Iteration 18Q: 3 clusters Score -1832317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1832324.000000 Penalty: 11309.324219
	Iteration 19Q: 3 clusters Score -1832324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1832330.000000 Penalty: 11309.324219
	Iteration 20F: 3 clusters Score -1832330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1832330.875000 Penalty: 11309.324219
	Iteration 21Q: 3 clusters Score -1832331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1832334.250000 Penalty: 11309.324219
	Iteration 22Q: 3 clusters Score -1832334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1832333.625000 Penalty: 11309.324219
	Iteration 23Q: 3 clusters Score -1832334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1832332.500000 Penalty: 11309.324219
	Iteration 24Q: 3 clusters Score -1832332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1832332.750000 Penalty: 11309.324219
	Iteration 25Q: 3 clusters Score -1832333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1832331.375000 Penalty: 11309.324219
	Iteration 26Q: 3 clusters Score -1832331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1832333.375000 Penalty: 11309.324219
	Iteration 27Q: 3 clusters Score -1832333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1832333.125000 Penalty: 11309.324219
	Iteration 28Q: 3 clusters Score -1832333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1832336.000000 Penalty: 11309.324219
	Iteration 29Q: 3 clusters Score -1832336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1832336.000000 Penalty: 11309.324219
	Iteration 30F: 3 clusters Score -1832336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -73079.992188 Penalty: 3743.273682
	Iteration 0F: 2 clusters Score -73079.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69786.859375 Penalty: 7486.547363
	Iteration 0F: 3 clusters Score -69786.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69912.898438 Penalty: 7486.547363
	Iteration 1F: 3 clusters Score -69912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69924.171875 Penalty: 7486.547363
	Iteration 2Q: 3 clusters Score -69924.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69933.453125 Penalty: 7486.547363
	Iteration 3Q: 3 clusters Score -69933.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69933.453125 Penalty: 7486.547363
	Iteration 4F: 3 clusters Score -69933.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 494508 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 38546 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12454 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10996 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 37183 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 187158 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 38732 members 
Mstep: Class 19 contains 16307 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 62340 members 
Mstep: Class 24 contains 587 members 
Mstep: Class 25 contains 6116 members 
Mstep: Class 26 contains 10220 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226809808.000000 Penalty: 267010.843750
Iteration 79Q: 32 clusters Score -2.268098e+08 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 498007 members 
Mstep: Class 3 contains 12277 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 38581 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 12494 members 
Mstep: Class 9 contains 80442 members 
Mstep: Class 10 contains 10982 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 37547 members 
Mstep: Class 13 contains 64167 members 
Mstep: Class 14 contains 184658 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 32345 members 
Mstep: Class 18 contains 39066 members 
Mstep: Class 19 contains 16477 members 
Mstep: Class 20 contains 52000 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 63097 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 6552 members 
Mstep: Class 26 contains 10217 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 64908 members 
Mstep: Class 29 contains 538 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226816096.000000 Penalty: 267010.843750
Iteration 80F: 32 clusters Score -2.268161e+08 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 497320 members 
Mstep: Class 3 contains 12270 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 38553 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 80546 members 
Mstep: Class 10 contains 10963 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 36306 members 
Mstep: Class 13 contains 64151 members 
Mstep: Class 14 contains 182953 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 32342 members 
Mstep: Class 18 contains 39186 members 
Mstep: Class 19 contains 16456 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 63425 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 10218 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 68728 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821200.000000 Penalty: 267010.843750
Iteration 81Q: 32 clusters Score -2.268212e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 497169 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 38539 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 12543 members 
Mstep: Class 9 contains 80572 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 64164 members 
Mstep: Class 14 contains 181948 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1054 members 
Mstep: Class 17 contains 32335 members 
Mstep: Class 18 contains 39250 members 
Mstep: Class 19 contains 16434 members 
Mstep: Class 20 contains 52468 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63674 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6655 members 
Mstep: Class 26 contains 10215 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 70868 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226823504.000000 Penalty: 267010.843750
Iteration 82Q: 32 clusters Score -2.268235e+08 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 496920 members 
Mstep: Class 3 contains 12229 members 
Mstep: Class 4 contains 8440 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 38520 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 80577 members 
Mstep: Class 10 contains 10923 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 34525 members 
Mstep: Class 13 contains 64198 members 
Mstep: Class 14 contains 181333 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32340 members 
Mstep: Class 18 contains 39282 members 
Mstep: Class 19 contains 16387 members 
Mstep: Class 20 contains 52655 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63829 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 10213 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 72477 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824240.000000 Penalty: 267010.843750
Iteration 83Q: 32 clusters Score -2.268242e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 496795 members 
Mstep: Class 3 contains 12223 members 
Mstep: Class 4 contains 8402 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 38513 members 
Mstep: Class 7 contains 6013 members 
Mstep: Class 8 contains 12566 members 
Mstep: Class 9 contains 80578 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 33876 members 
Mstep: Class 13 contains 64226 members 
Mstep: Class 14 contains 180934 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32345 members 
Mstep: Class 18 contains 39274 members 
Mstep: Class 19 contains 16347 members 
Mstep: Class 20 contains 52800 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63912 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 73724 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824352.000000 Penalty: 267010.843750
Iteration 84Q: 32 clusters Score -2.268244e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 496623 members 
Mstep: Class 3 contains 12216 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 38517 members 
Mstep: Class 7 contains 6006 members 
Mstep: Class 8 contains 12571 members 
Mstep: Class 9 contains 80569 members 
Mstep: Class 10 contains 10885 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 33422 members 
Mstep: Class 13 contains 64261 members 
Mstep: Class 14 contains 180652 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32349 members 
Mstep: Class 18 contains 39273 members 
Mstep: Class 19 contains 16317 members 
Mstep: Class 20 contains 52912 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63935 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 74693 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824896.000000 Penalty: 267010.843750
Iteration 85Q: 32 clusters Score -2.268249e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 496553 members 
Mstep: Class 3 contains 12215 members 
Mstep: Class 4 contains 8380 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 38517 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12575 members 
Mstep: Class 9 contains 80547 members 
Mstep: Class 10 contains 10874 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 33070 members 
Mstep: Class 13 contains 64278 members 
Mstep: Class 14 contains 180460 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32355 members 
Mstep: Class 18 contains 39264 members 
Mstep: Class 19 contains 16305 members 
Mstep: Class 20 contains 52984 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63963 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 75372 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226825328.000000 Penalty: 267010.843750
Iteration 86Q: 32 clusters Score -2.268253e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 496416 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 8379 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 38514 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12573 members 
Mstep: Class 9 contains 80545 members 
Mstep: Class 10 contains 10861 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 32807 members 
Mstep: Class 13 contains 64292 members 
Mstep: Class 14 contains 180328 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32359 members 
Mstep: Class 18 contains 39267 members 
Mstep: Class 19 contains 16294 members 
Mstep: Class 20 contains 53023 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63992 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 75941 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226825744.000000 Penalty: 267010.843750
Iteration 87Q: 32 clusters Score -2.268257e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 496295 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 8371 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38511 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12577 members 
Mstep: Class 9 contains 80544 members 
Mstep: Class 10 contains 10852 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 32583 members 
Mstep: Class 13 contains 64300 members 
Mstep: Class 14 contains 180258 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32355 members 
Mstep: Class 18 contains 39271 members 
Mstep: Class 19 contains 16292 members 
Mstep: Class 20 contains 53058 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63974 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 76422 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 32 clusters Score -2.268262e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 496201 members 
Mstep: Class 3 contains 12231 members 
Mstep: Class 4 contains 8361 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38513 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12578 members 
Mstep: Class 9 contains 80531 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 32446 members 
Mstep: Class 13 contains 64312 members 
Mstep: Class 14 contains 180192 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32352 members 
Mstep: Class 18 contains 39262 members 
Mstep: Class 19 contains 16289 members 
Mstep: Class 20 contains 53084 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63944 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 76799 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826016.000000 Penalty: 267010.843750
Iteration 89Q: 32 clusters Score -2.26826e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 496143 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 8352 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38506 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12581 members 
Mstep: Class 9 contains 80515 members 
Mstep: Class 10 contains 10836 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 32321 members 
Mstep: Class 13 contains 64321 members 
Mstep: Class 14 contains 180142 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32352 members 
Mstep: Class 18 contains 39256 members 
Mstep: Class 19 contains 16281 members 
Mstep: Class 20 contains 53105 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63933 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 77097 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826240.000000 Penalty: 267010.843750
Iteration 90Q: 32 clusters Score -2.268262e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 496111 members 
Mstep: Class 3 contains 12243 members 
Mstep: Class 4 contains 8351 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38505 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12582 members 
Mstep: Class 9 contains 80510 members 
Mstep: Class 10 contains 10826 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 32206 members 
Mstep: Class 13 contains 64339 members 
Mstep: Class 14 contains 180109 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32353 members 
Mstep: Class 18 contains 39245 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 53118 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63918 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 77336 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826336.000000 Penalty: 267010.843750
Iteration 91Q: 32 clusters Score -2.268263e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 496088 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 8353 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38504 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12585 members 
Mstep: Class 9 contains 80503 members 
Mstep: Class 10 contains 10816 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 32115 members 
Mstep: Class 13 contains 64344 members 
Mstep: Class 14 contains 180076 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32357 members 
Mstep: Class 18 contains 39239 members 
Mstep: Class 19 contains 16279 members 
Mstep: Class 20 contains 53135 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63886 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 77546 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826384.000000 Penalty: 267010.843750
Iteration 92Q: 32 clusters Score -2.268264e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 496104 members 
Mstep: Class 3 contains 12242 members 
Mstep: Class 4 contains 8352 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38499 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12588 members 
Mstep: Class 9 contains 80498 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 32024 members 
Mstep: Class 13 contains 64356 members 
Mstep: Class 14 contains 180040 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32364 members 
Mstep: Class 18 contains 39233 members 
Mstep: Class 19 contains 16286 members 
Mstep: Class 20 contains 53148 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63832 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 77717 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826368.000000 Penalty: 267010.843750
Iteration 93Q: 32 clusters Score -2.268264e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 496096 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 8361 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12590 members 
Mstep: Class 9 contains 80489 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 64364 members 
Mstep: Class 14 contains 180025 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32371 members 
Mstep: Class 18 contains 39232 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 53154 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63772 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 77855 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826496.000000 Penalty: 267010.843750
Iteration 94Q: 32 clusters Score -2.268265e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 496063 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 8367 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 80488 members 
Mstep: Class 10 contains 10801 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 31923 members 
Mstep: Class 13 contains 64371 members 
Mstep: Class 14 contains 180006 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32370 members 
Mstep: Class 18 contains 39234 members 
Mstep: Class 19 contains 16302 members 
Mstep: Class 20 contains 53157 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63734 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 77991 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826720.000000 Penalty: 267010.843750
Iteration 95Q: 32 clusters Score -2.268267e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 496077 members 
Mstep: Class 3 contains 12242 members 
Mstep: Class 4 contains 8370 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38497 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 80486 members 
Mstep: Class 10 contains 10797 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 31876 members 
Mstep: Class 13 contains 64374 members 
Mstep: Class 14 contains 179987 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 39232 members 
Mstep: Class 19 contains 16299 members 
Mstep: Class 20 contains 53162 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63677 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 10210 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78102 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826496.000000 Penalty: 267010.843750
Iteration 96Q: 32 clusters Score -2.268265e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 496092 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 8374 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38493 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 80485 members 
Mstep: Class 10 contains 10792 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 31842 members 
Mstep: Class 13 contains 64375 members 
Mstep: Class 14 contains 179979 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32381 members 
Mstep: Class 18 contains 39231 members 
Mstep: Class 19 contains 16289 members 
Mstep: Class 20 contains 53171 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63620 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78210 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826544.000000 Penalty: 267010.843750
Iteration 97Q: 32 clusters Score -2.268265e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 496130 members 
Mstep: Class 3 contains 12239 members 
Mstep: Class 4 contains 8380 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38492 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12600 members 
Mstep: Class 9 contains 80485 members 
Mstep: Class 10 contains 10787 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 31817 members 
Mstep: Class 13 contains 64379 members 
Mstep: Class 14 contains 179973 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32382 members 
Mstep: Class 18 contains 39231 members 
Mstep: Class 19 contains 16282 members 
Mstep: Class 20 contains 53172 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63545 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78300 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 32 clusters Score -2.268264e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 496162 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 8379 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38489 members 
Mstep: Class 7 contains 5998 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 80483 members 
Mstep: Class 10 contains 10787 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 31801 members 
Mstep: Class 13 contains 64388 members 
Mstep: Class 14 contains 179967 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32384 members 
Mstep: Class 18 contains 39229 members 
Mstep: Class 19 contains 16273 members 
Mstep: Class 20 contains 53181 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63470 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78361 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 32 clusters Score -2.268266e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 496190 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38487 members 
Mstep: Class 7 contains 5997 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 80481 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 31811 members 
Mstep: Class 13 contains 64395 members 
Mstep: Class 14 contains 179958 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32392 members 
Mstep: Class 18 contains 39216 members 
Mstep: Class 19 contains 16272 members 
Mstep: Class 20 contains 53189 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63392 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78414 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826816.000000 Penalty: 267010.843750
Iteration 100F: 32 clusters Score -2.268268e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 496224 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 8376 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38489 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 80479 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 31823 members 
Mstep: Class 13 contains 64403 members 
Mstep: Class 14 contains 179941 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32398 members 
Mstep: Class 18 contains 39217 members 
Mstep: Class 19 contains 16270 members 
Mstep: Class 20 contains 53195 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 63302 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78456 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 602 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
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Iteration 101Q: 32 clusters Score -2.268268e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 496221 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 38488 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 80480 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 31852 members 
Mstep: Class 13 contains 64416 members 
Mstep: Class 14 contains 179921 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32401 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 19 contains 16268 members 
Mstep: Class 20 contains 53208 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 63241 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78488 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 32 clusters Score -2.268265e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 496238 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 8378 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 38482 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 80471 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 31887 members 
Mstep: Class 13 contains 64432 members 
Mstep: Class 14 contains 179909 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32406 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 19 contains 16268 members 
Mstep: Class 20 contains 53206 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 63175 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78517 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826416.000000 Penalty: 267010.843750
Iteration 103Q: 32 clusters Score -2.268264e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 496293 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 38487 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 80467 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 31937 members 
Mstep: Class 13 contains 64436 members 
Mstep: Class 14 contains 179906 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32411 members 
Mstep: Class 18 contains 39223 members 
Mstep: Class 19 contains 16267 members 
Mstep: Class 20 contains 53200 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 63052 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78536 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826480.000000 Penalty: 267010.843750
Iteration 104Q: 32 clusters Score -2.268265e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 496349 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 38483 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 80469 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 31965 members 
Mstep: Class 13 contains 64448 members 
Mstep: Class 14 contains 179898 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32410 members 
Mstep: Class 18 contains 39224 members 
Mstep: Class 19 contains 16262 members 
Mstep: Class 20 contains 53199 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62928 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78574 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826592.000000 Penalty: 267010.843750
Iteration 105Q: 32 clusters Score -2.268266e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 496396 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 38481 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 80469 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 64452 members 
Mstep: Class 14 contains 179887 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32408 members 
Mstep: Class 18 contains 39232 members 
Mstep: Class 19 contains 16259 members 
Mstep: Class 20 contains 53198 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62813 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78618 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826944.000000 Penalty: 267010.843750
Iteration 106Q: 32 clusters Score -2.268269e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 496440 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 38478 members 
Mstep: Class 7 contains 5992 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 80471 members 
Mstep: Class 10 contains 10763 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 64465 members 
Mstep: Class 14 contains 179875 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32409 members 
Mstep: Class 18 contains 39240 members 
Mstep: Class 19 contains 16252 members 
Mstep: Class 20 contains 53201 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62701 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78636 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826752.000000 Penalty: 267010.843750
Iteration 107Q: 32 clusters Score -2.268268e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 496491 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 38475 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 80471 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 32065 members 
Mstep: Class 13 contains 64479 members 
Mstep: Class 14 contains 179866 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32411 members 
Mstep: Class 18 contains 39245 members 
Mstep: Class 19 contains 16248 members 
Mstep: Class 20 contains 53215 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62566 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78659 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827168.000000 Penalty: 267010.843750
Iteration 108Q: 32 clusters Score -2.268272e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 496518 members 
Mstep: Class 3 contains 12266 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 38471 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 80472 members 
Mstep: Class 10 contains 10753 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 32098 members 
Mstep: Class 13 contains 64489 members 
Mstep: Class 14 contains 179853 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32410 members 
Mstep: Class 18 contains 39247 members 
Mstep: Class 19 contains 16245 members 
Mstep: Class 20 contains 53220 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62481 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78688 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826880.000000 Penalty: 267010.843750
Iteration 109Q: 32 clusters Score -2.268269e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 496534 members 
Mstep: Class 3 contains 12267 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 38467 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12597 members 
Mstep: Class 9 contains 80486 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 32147 members 
Mstep: Class 13 contains 64491 members 
Mstep: Class 14 contains 179842 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32412 members 
Mstep: Class 18 contains 39241 members 
Mstep: Class 19 contains 16245 members 
Mstep: Class 20 contains 53219 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62393 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 78712 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826816.000000 Penalty: 267010.843750
Iteration 110Q: 32 clusters Score -2.268268e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 496566 members 
Mstep: Class 3 contains 12273 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38464 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 80491 members 
Mstep: Class 10 contains 10747 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 32211 members 
Mstep: Class 13 contains 64493 members 
Mstep: Class 14 contains 179842 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32413 members 
Mstep: Class 18 contains 39238 members 
Mstep: Class 19 contains 16238 members 
Mstep: Class 20 contains 53218 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62287 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78723 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826976.000000 Penalty: 267010.843750
Iteration 111Q: 32 clusters Score -2.26827e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 496596 members 
Mstep: Class 3 contains 12275 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38461 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 80499 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 32273 members 
Mstep: Class 13 contains 64500 members 
Mstep: Class 14 contains 179829 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32409 members 
Mstep: Class 18 contains 39228 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 53222 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62202 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78736 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827136.000000 Penalty: 267010.843750
Iteration 112Q: 32 clusters Score -2.268271e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 496564 members 
Mstep: Class 3 contains 12279 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38453 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12595 members 
Mstep: Class 9 contains 80506 members 
Mstep: Class 10 contains 10742 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 32348 members 
Mstep: Class 13 contains 64490 members 
Mstep: Class 14 contains 179826 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32410 members 
Mstep: Class 18 contains 39229 members 
Mstep: Class 19 contains 16220 members 
Mstep: Class 20 contains 53226 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62139 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78763 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827104.000000 Penalty: 267010.843750
Iteration 113Q: 32 clusters Score -2.268271e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 496523 members 
Mstep: Class 3 contains 12283 members 
Mstep: Class 4 contains 8395 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38448 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 10 contains 10737 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 32452 members 
Mstep: Class 13 contains 64489 members 
Mstep: Class 14 contains 179818 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32409 members 
Mstep: Class 18 contains 39225 members 
Mstep: Class 19 contains 16209 members 
Mstep: Class 20 contains 53241 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62054 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827328.000000 Penalty: 267010.843750
Iteration 114Q: 32 clusters Score -2.268273e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 496495 members 
Mstep: Class 3 contains 12289 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38444 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 10 contains 10734 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 32517 members 
Mstep: Class 13 contains 64493 members 
Mstep: Class 14 contains 179804 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32402 members 
Mstep: Class 18 contains 39235 members 
Mstep: Class 19 contains 16199 members 
Mstep: Class 20 contains 53251 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61979 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78830 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827584.000000 Penalty: 267010.843750
Iteration 115Q: 32 clusters Score -2.268276e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 496442 members 
Mstep: Class 3 contains 12291 members 
Mstep: Class 4 contains 8398 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38438 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12598 members 
Mstep: Class 9 contains 80515 members 
Mstep: Class 10 contains 10730 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 32611 members 
Mstep: Class 13 contains 64496 members 
Mstep: Class 14 contains 179790 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32405 members 
Mstep: Class 18 contains 39234 members 
Mstep: Class 19 contains 16185 members 
Mstep: Class 20 contains 53243 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61929 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78860 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827872.000000 Penalty: 267010.843750
Iteration 116Q: 32 clusters Score -2.268279e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 496382 members 
Mstep: Class 3 contains 12300 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38437 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12598 members 
Mstep: Class 9 contains 80517 members 
Mstep: Class 10 contains 10726 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 32700 members 
Mstep: Class 13 contains 64501 members 
Mstep: Class 14 contains 179776 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32403 members 
Mstep: Class 18 contains 39220 members 
Mstep: Class 19 contains 16166 members 
Mstep: Class 20 contains 53243 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61909 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78882 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827712.000000 Penalty: 267010.843750
Iteration 117Q: 32 clusters Score -2.268277e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 496309 members 
Mstep: Class 3 contains 12309 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38438 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 80522 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 32811 members 
Mstep: Class 13 contains 64503 members 
Mstep: Class 14 contains 179762 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32399 members 
Mstep: Class 18 contains 39214 members 
Mstep: Class 19 contains 16151 members 
Mstep: Class 20 contains 53236 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61875 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78904 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827584.000000 Penalty: 267010.843750
Iteration 118Q: 32 clusters Score -2.268276e+08 nChanged 798
Entering ConstructFrom: 
Score: -226827584.000000 Penalty: 267010.843750
Entering ConstructFrom: 
Trying to split cluster 1 (25569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Entering Unmasked Estep 
Score: -4389010.000000 Penalty: 6216.345703
	Iteration 0F: 2 clusters Score -4389010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4369095.500000 Penalty: 12432.691406
	Iteration 0F: 3 clusters Score -4369096 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4374711.000000 Penalty: 12432.691406
	Iteration 1F: 3 clusters Score -4374711 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4375465.000000 Penalty: 12432.691406
	Iteration 2F: 3 clusters Score -4375465 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4375937.500000 Penalty: 12432.691406
	Iteration 3Q: 3 clusters Score -4375938 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -4376229.500000 Penalty: 12432.691406
	Iteration 4Q: 3 clusters Score -4376230 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4376457.500000 Penalty: 12432.691406
	Iteration 5Q: 3 clusters Score -4376458 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4376634.500000 Penalty: 12432.691406
	Iteration 6Q: 3 clusters Score -4376634 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4376785.000000 Penalty: 12432.691406
	Iteration 7Q: 3 clusters Score -4376785 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4376897.000000 Penalty: 12432.691406
	Iteration 8Q: 3 clusters Score -4376897 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4377017.000000 Penalty: 12432.691406
	Iteration 9Q: 3 clusters Score -4377017 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4377142.500000 Penalty: 12432.691406
	Iteration 10Q: 3 clusters Score -4377142 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4377234.500000 Penalty: 12432.691406
	Iteration 11Q: 3 clusters Score -4377234 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4377352.000000 Penalty: 12432.691406
	Iteration 12Q: 3 clusters Score -4377352 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4377480.500000 Penalty: 12432.691406
	Iteration 13Q: 3 clusters Score -4377480 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4377586.000000 Penalty: 12432.691406
	Iteration 14Q: 3 clusters Score -4377586 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4377693.500000 Penalty: 12432.691406
	Iteration 15Q: 3 clusters Score -4377694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -4377809.000000 Penalty: 12432.691406
	Iteration 16Q: 3 clusters Score -4377809 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4377968.000000 Penalty: 12432.691406
	Iteration 17Q: 3 clusters Score -4377968 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4378118.500000 Penalty: 12432.691406
	Iteration 18Q: 3 clusters Score -4378118 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4378284.500000 Penalty: 12432.691406
	Iteration 19Q: 3 clusters Score -4378284 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4378429.000000 Penalty: 12432.691406
	Iteration 20F: 3 clusters Score -4378429 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4378602.000000 Penalty: 12432.691406
	Iteration 21Q: 3 clusters Score -4378602 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4378793.000000 Penalty: 12432.691406
	Iteration 22Q: 3 clusters Score -4378793 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4379033.500000 Penalty: 12432.691406
	Iteration 23Q: 3 clusters Score -4379034 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4379286.500000 Penalty: 12432.691406
	Iteration 24Q: 3 clusters Score -4379286 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4379580.500000 Penalty: 12432.691406
	Iteration 25Q: 3 clusters Score -4379580 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4379881.000000 Penalty: 12432.691406
	Iteration 26Q: 3 clusters Score -4379881 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4380221.000000 Penalty: 12432.691406
	Iteration 27Q: 3 clusters Score -4380221 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4380607.000000 Penalty: 12432.691406
	Iteration 28Q: 3 clusters Score -4380607 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4381039.000000 Penalty: 12432.691406
	Iteration 29Q: 3 clusters Score -4381039 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4381517.500000 Penalty: 12432.691406
	Iteration 30Q: 3 clusters Score -4381518 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4381928.500000 Penalty: 12432.691406
	Iteration 31Q: 3 clusters Score -4381928 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4382295.500000 Penalty: 12432.691406
	Iteration 32Q: 3 clusters Score -4382296 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4382634.500000 Penalty: 12432.691406
	Iteration 33Q: 3 clusters Score -4382634 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4382932.500000 Penalty: 12432.691406
	Iteration 34Q: 3 clusters Score -4382932 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4383155.500000 Penalty: 12432.691406
	Iteration 35Q: 3 clusters Score -4383156 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -4383322.500000 Penalty: 12432.691406
	Iteration 36Q: 3 clusters Score -4383322 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4383491.000000 Penalty: 12432.691406
	Iteration 37Q: 3 clusters Score -4383491 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4383639.500000 Penalty: 12432.691406
	Iteration 38Q: 3 clusters Score -4383640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4383778.500000 Penalty: 12432.691406
	Iteration 39Q: 3 clusters Score -4383778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4383934.000000 Penalty: 12432.691406
	Iteration 40F: 3 clusters Score -4383934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4384034.500000 Penalty: 12432.691406
	Iteration 41Q: 3 clusters Score -4384034 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4384168.000000 Penalty: 12432.691406
	Iteration 42Q: 3 clusters Score -4384168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4384306.000000 Penalty: 12432.691406
	Iteration 43Q: 3 clusters Score -4384306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4384418.500000 Penalty: 12432.691406
	Iteration 44Q: 3 clusters Score -4384418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4384540.500000 Penalty: 12432.691406
	Iteration 45Q: 3 clusters Score -4384540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4384636.500000 Penalty: 12432.691406
	Iteration 46Q: 3 clusters Score -4384636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4384691.000000 Penalty: 12432.691406
	Iteration 47Q: 3 clusters Score -4384691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4384760.000000 Penalty: 12432.691406
	Iteration 48Q: 3 clusters Score -4384760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4384795.500000 Penalty: 12432.691406
	Iteration 49Q: 3 clusters Score -4384796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4384819.500000 Penalty: 12432.691406
	Iteration 50Q: 3 clusters Score -4384820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4384846.000000 Penalty: 12432.691406
	Iteration 51Q: 3 clusters Score -4384846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4384882.000000 Penalty: 12432.691406
	Iteration 52Q: 3 clusters Score -4384882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -4384901.000000 Penalty: 12432.691406
	Iteration 53Q: 3 clusters Score -4384901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4384929.500000 Penalty: 12432.691406
	Iteration 54Q: 3 clusters Score -4384930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4384955.500000 Penalty: 12432.691406
	Iteration 55Q: 3 clusters Score -4384956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4384981.000000 Penalty: 12432.691406
	Iteration 56Q: 3 clusters Score -4384981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4384991.000000 Penalty: 12432.691406
	Iteration 57Q: 3 clusters Score -4384991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4385037.000000 Penalty: 12432.691406
	Iteration 58Q: 3 clusters Score -4385037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4385065.000000 Penalty: 12432.691406
	Iteration 59Q: 3 clusters Score -4385065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4385105.500000 Penalty: 12432.691406
	Iteration 60F: 3 clusters Score -4385106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4385140.000000 Penalty: 12432.691406
	Iteration 61Q: 3 clusters Score -4385140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4385161.000000 Penalty: 12432.691406
	Iteration 62Q: 3 clusters Score -4385161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4385192.000000 Penalty: 12432.691406
	Iteration 63Q: 3 clusters Score -4385192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4385215.500000 Penalty: 12432.691406
	Iteration 64Q: 3 clusters Score -4385216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -4385233.500000 Penalty: 12432.691406
	Iteration 65Q: 3 clusters Score -4385234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4385251.500000 Penalty: 12432.691406
	Iteration 66Q: 3 clusters Score -4385252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4385280.500000 Penalty: 12432.691406
	Iteration 67Q: 3 clusters Score -4385280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4385301.500000 Penalty: 12432.691406
	Iteration 68Q: 3 clusters Score -4385302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4385321.500000 Penalty: 12432.691406
	Iteration 69Q: 3 clusters Score -4385322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4385332.000000 Penalty: 12432.691406
	Iteration 70Q: 3 clusters Score -4385332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4385343.500000 Penalty: 12432.691406
	Iteration 71Q: 3 clusters Score -4385344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -4385351.500000 Penalty: 12432.691406
	Iteration 72Q: 3 clusters Score -4385352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4385358.000000 Penalty: 12432.691406
	Iteration 73Q: 3 clusters Score -4385358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4385368.000000 Penalty: 12432.691406
	Iteration 74Q: 3 clusters Score -4385368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4385368.000000 Penalty: 12432.691406
	Iteration 75Q: 3 clusters Score -4385368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4385369.000000 Penalty: 12432.691406
	Iteration 76Q: 3 clusters Score -4385369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4385371.500000 Penalty: 12432.691406
	Iteration 77Q: 3 clusters Score -4385372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4385372.500000 Penalty: 12432.691406
	Iteration 78Q: 3 clusters Score -4385372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4385378.500000 Penalty: 12432.691406
	Iteration 79Q: 3 clusters Score -4385378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4385378.500000 Penalty: 12432.691406
	Iteration 80F: 3 clusters Score -4385378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4385389.000000 Penalty: 12432.691406
	Iteration 81Q: 3 clusters Score -4385389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4385388.000000 Penalty: 12432.691406
	Iteration 82Q: 3 clusters Score -4385388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4385391.500000 Penalty: 12432.691406
	Iteration 83Q: 3 clusters Score -4385392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4385392.000000 Penalty: 12432.691406
	Iteration 84Q: 3 clusters Score -4385392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4385394.000000 Penalty: 12432.691406
	Iteration 85Q: 3 clusters Score -4385394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4385396.000000 Penalty: 12432.691406
	Iteration 86Q: 3 clusters Score -4385396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4385395.500000 Penalty: 12432.691406
	Iteration 87Q: 3 clusters Score -4385396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4385393.000000 Penalty: 12432.691406
	Iteration 88Q: 3 clusters Score -4385393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4385396.000000 Penalty: 12432.691406
	Iteration 89Q: 3 clusters Score -4385396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4385392.500000 Penalty: 12432.691406
	Iteration 90Q: 3 clusters Score -4385392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4385392.500000 Penalty: 12432.691406
	Iteration 91F: 3 clusters Score -4385392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (496247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496247 members 
Entering Unmasked Estep 
Score: -89640768.000000 Penalty: 8032.833008
	Iteration 0F: 2 clusters Score -8.964077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247626 members 
Mstep: Class 2 contains 248621 members 
Entering Unmasked Estep 
Score: -89345392.000000 Penalty: 16065.666016
	Iteration 0F: 3 clusters Score -8.934539e+07 nChanged 238935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241695 members 
Mstep: Class 2 contains 254552 members 
Entering Unmasked Estep 
Score: -89485736.000000 Penalty: 16065.666016
	Iteration 1F: 3 clusters Score -8.948574e+07 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237644 members 
Mstep: Class 2 contains 258603 members 
Entering Unmasked Estep 
Score: -89488856.000000 Penalty: 16065.666016
	Iteration 2Q: 3 clusters Score -8.948886e+07 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231458 members 
Mstep: Class 2 contains 264789 members 
Entering Unmasked Estep 
Score: -89492240.000000 Penalty: 16065.666016
	Iteration 3Q: 3 clusters Score -8.949224e+07 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221956 members 
Mstep: Class 2 contains 274291 members 
Entering Unmasked Estep 
Score: -89497528.000000 Penalty: 16065.666016
	Iteration 4Q: 3 clusters Score -8.949753e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208043 members 
Mstep: Class 2 contains 288204 members 
Entering Unmasked Estep 
Score: -89505544.000000 Penalty: 16065.666016
	Iteration 5Q: 3 clusters Score -8.950554e+07 nChanged 24550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188625 members 
Mstep: Class 2 contains 307622 members 
Entering Unmasked Estep 
Score: -89518192.000000 Penalty: 16065.666016
	Iteration 6Q: 3 clusters Score -8.951819e+07 nChanged 29105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 333129 members 
Entering Unmasked Estep 
Score: -89535568.000000 Penalty: 16065.666016
	Iteration 7F: 3 clusters Score -8.953557e+07 nChanged 32563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132635 members 
Mstep: Class 2 contains 363612 members 
Entering Unmasked Estep 
Score: -89558184.000000 Penalty: 16065.666016
	Iteration 8F: 3 clusters Score -8.955818e+07 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 395838 members 
Entering Unmasked Estep 
Score: -89581984.000000 Penalty: 16065.666016
	Iteration 9F: 3 clusters Score -8.958198e+07 nChanged 30795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 426291 members 
Entering Unmasked Estep 
Score: -89605968.000000 Penalty: 16065.666016
	Iteration 10F: 3 clusters Score -8.960597e+07 nChanged 26098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 452317 members 
Entering Unmasked Estep 
Score: -89622000.000000 Penalty: 16065.666016
	Iteration 11F: 3 clusters Score -8.9622e+07 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 471395 members 
Entering Unmasked Estep 
Score: -89629536.000000 Penalty: 16065.666016
	Iteration 12Q: 3 clusters Score -8.962954e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 482962 members 
Entering Unmasked Estep 
Score: -89630768.000000 Penalty: 16065.666016
	Iteration 13Q: 3 clusters Score -8.963077e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 488891 members 
Entering Unmasked Estep 
Score: -89631688.000000 Penalty: 16065.666016
	Iteration 14Q: 3 clusters Score -8.963169e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 491745 members 
Entering Unmasked Estep 
Score: -89632496.000000 Penalty: 16065.666016
	Iteration 15Q: 3 clusters Score -8.96325e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 493140 members 
Entering Unmasked Estep 
Score: -89633240.000000 Penalty: 16065.666016
	Iteration 16Q: 3 clusters Score -8.963324e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 493867 members 
Entering Unmasked Estep 
Score: -89633624.000000 Penalty: 16065.666016
	Iteration 17Q: 3 clusters Score -8.963362e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 494242 members 
Entering Unmasked Estep 
Score: -89633776.000000 Penalty: 16065.666016
	Iteration 18Q: 3 clusters Score -8.963378e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 494439 members 
Entering Unmasked Estep 
Score: -89634080.000000 Penalty: 16065.666016
	Iteration 19Q: 3 clusters Score -8.963408e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 494573 members 
Entering Unmasked Estep 
Score: -89634080.000000 Penalty: 16065.666016
	Iteration 20F: 3 clusters Score -8.963408e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 494680 members 
Entering Unmasked Estep 
Score: -89634008.000000 Penalty: 16065.666016
	Iteration 21Q: 3 clusters Score -8.963401e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 494756 members 
Entering Unmasked Estep 
Score: -89634144.000000 Penalty: 16065.666016
	Iteration 22Q: 3 clusters Score -8.963414e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 494806 members 
Entering Unmasked Estep 
Score: -89634224.000000 Penalty: 16065.666016
	Iteration 23Q: 3 clusters Score -8.963422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 494842 members 
Entering Unmasked Estep 
Score: -89634240.000000 Penalty: 16065.666016
	Iteration 24Q: 3 clusters Score -8.963424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 494868 members 
Entering Unmasked Estep 
Score: -89634328.000000 Penalty: 16065.666016
	Iteration 25Q: 3 clusters Score -8.963433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 494881 members 
Entering Unmasked Estep 
Score: -89634352.000000 Penalty: 16065.666016
	Iteration 26Q: 3 clusters Score -8.963435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 494898 members 
Entering Unmasked Estep 
Score: -89634328.000000 Penalty: 16065.666016
	Iteration 27Q: 3 clusters Score -8.963433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 494906 members 
Entering Unmasked Estep 
Score: -89634272.000000 Penalty: 16065.666016
	Iteration 28Q: 3 clusters Score -8.963427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 494916 members 
Entering Unmasked Estep 
Score: -89634320.000000 Penalty: 16065.666016
	Iteration 29Q: 3 clusters Score -8.963432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 494925 members 
Entering Unmasked Estep 
Score: -89634368.000000 Penalty: 16065.666016
	Iteration 30Q: 3 clusters Score -8.963437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 494941 members 
Entering Unmasked Estep 
Score: -89634344.000000 Penalty: 16065.666016
	Iteration 31Q: 3 clusters Score -8.963434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 494958 members 
Entering Unmasked Estep 
Score: -89634408.000000 Penalty: 16065.666016
	Iteration 32Q: 3 clusters Score -8.963441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 494965 members 
Entering Unmasked Estep 
Score: -89634360.000000 Penalty: 16065.666016
	Iteration 33Q: 3 clusters Score -8.963436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 494964 members 
Entering Unmasked Estep 
Score: -89634392.000000 Penalty: 16065.666016
	Iteration 34Q: 3 clusters Score -8.963439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 494964 members 
Entering Unmasked Estep 
Score: -89634392.000000 Penalty: 16065.666016
	Iteration 35Q: 3 clusters Score -8.963439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 494965 members 
Entering Unmasked Estep 
Score: -89634400.000000 Penalty: 16065.666016
	Iteration 36Q: 3 clusters Score -8.96344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 494967 members 
Entering Unmasked Estep 
Score: -89634424.000000 Penalty: 16065.666016
	Iteration 37Q: 3 clusters Score -8.963442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 494970 members 
Entering Unmasked Estep 
Score: -89634392.000000 Penalty: 16065.666016
	Iteration 38Q: 3 clusters Score -8.963439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 494970 members 
Entering Unmasked Estep 
Score: -89634440.000000 Penalty: 16065.666016
	Iteration 39Q: 3 clusters Score -8.963444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 494974 members 
Entering Unmasked Estep 
Score: -89634464.000000 Penalty: 16065.666016
	Iteration 40F: 3 clusters Score -8.963446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 494974 members 
Entering Unmasked Estep 
Score: -89634464.000000 Penalty: 16065.666016
	Iteration 41Q: 3 clusters Score -8.963446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 494974 members 
Entering Unmasked Estep 
Score: -89634464.000000 Penalty: 16065.666016
	Iteration 42F: 3 clusters Score -8.963446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -2078353.375000 Penalty: 5768.826660
	Iteration 0F: 2 clusters Score -2078353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2066714.250000 Penalty: 11537.653320
	Iteration 0F: 3 clusters Score -2066714 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2069395.500000 Penalty: 11537.653320
	Iteration 1F: 3 clusters Score -2069396 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2070019.625000 Penalty: 11537.653320
	Iteration 2F: 3 clusters Score -2070020 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2070498.500000 Penalty: 11537.653320
	Iteration 3F: 3 clusters Score -2070498 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2070826.750000 Penalty: 11537.653320
	Iteration 4Q: 3 clusters Score -2070827 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2071130.000000 Penalty: 11537.653320
	Iteration 5Q: 3 clusters Score -2071130 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2071422.375000 Penalty: 11537.653320
	Iteration 6Q: 3 clusters Score -2071422 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2071731.500000 Penalty: 11537.653320
	Iteration 7Q: 3 clusters Score -2071732 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2072052.875000 Penalty: 11537.653320
	Iteration 8Q: 3 clusters Score -2072053 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2072351.250000 Penalty: 11537.653320
	Iteration 9Q: 3 clusters Score -2072351 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2072631.500000 Penalty: 11537.653320
	Iteration 10Q: 3 clusters Score -2072632 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2072902.250000 Penalty: 11537.653320
	Iteration 11Q: 3 clusters Score -2072902 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2073163.000000 Penalty: 11537.653320
	Iteration 12Q: 3 clusters Score -2073163 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2073353.125000 Penalty: 11537.653320
	Iteration 13Q: 3 clusters Score -2073353 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2073506.125000 Penalty: 11537.653320
	Iteration 14Q: 3 clusters Score -2073506 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2073648.875000 Penalty: 11537.653320
	Iteration 15Q: 3 clusters Score -2073649 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2073746.375000 Penalty: 11537.653320
	Iteration 16Q: 3 clusters Score -2073746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2073830.625000 Penalty: 11537.653320
	Iteration 17Q: 3 clusters Score -2073831 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2073884.625000 Penalty: 11537.653320
	Iteration 18Q: 3 clusters Score -2073885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2073922.500000 Penalty: 11537.653320
	Iteration 19Q: 3 clusters Score -2073922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2073947.750000 Penalty: 11537.653320
	Iteration 20F: 3 clusters Score -2073948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2073975.750000 Penalty: 11537.653320
	Iteration 21Q: 3 clusters Score -2073976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2073998.125000 Penalty: 11537.653320
	Iteration 22Q: 3 clusters Score -2073998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2074006.125000 Penalty: 11537.653320
	Iteration 23Q: 3 clusters Score -2074006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2074022.250000 Penalty: 11537.653320
	Iteration 24Q: 3 clusters Score -2074022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2074029.500000 Penalty: 11537.653320
	Iteration 25Q: 3 clusters Score -2074030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2074039.375000 Penalty: 11537.653320
	Iteration 26Q: 3 clusters Score -2074039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2074049.625000 Penalty: 11537.653320
	Iteration 27Q: 3 clusters Score -2074050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2074049.250000 Penalty: 11537.653320
	Iteration 28Q: 3 clusters Score -2074049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2074058.625000 Penalty: 11537.653320
	Iteration 29Q: 3 clusters Score -2074059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2074062.875000 Penalty: 11537.653320
	Iteration 30Q: 3 clusters Score -2074063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2074065.375000 Penalty: 11537.653320
	Iteration 31Q: 3 clusters Score -2074065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2074069.625000 Penalty: 11537.653320
	Iteration 32Q: 3 clusters Score -2074070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2074069.250000 Penalty: 11537.653320
	Iteration 33Q: 3 clusters Score -2074069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2074069.500000 Penalty: 11537.653320
	Iteration 34Q: 3 clusters Score -2074070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2074072.625000 Penalty: 11537.653320
	Iteration 35Q: 3 clusters Score -2074073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2074071.250000 Penalty: 11537.653320
	Iteration 36Q: 3 clusters Score -2074071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2074074.500000 Penalty: 11537.653320
	Iteration 37Q: 3 clusters Score -2074074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2074073.625000 Penalty: 11537.653320
	Iteration 38Q: 3 clusters Score -2074074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2074073.625000 Penalty: 11537.653320
	Iteration 39F: 3 clusters Score -2074074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -1453719.625000 Penalty: 5534.541992
	Iteration 0F: 2 clusters Score -1453720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1444422.000000 Penalty: 11069.083984
	Iteration 0F: 3 clusters Score -1444422 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1446358.000000 Penalty: 11069.083984
	Iteration 1F: 3 clusters Score -1446358 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1446857.000000 Penalty: 11069.083984
	Iteration 2F: 3 clusters Score -1446857 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1447122.875000 Penalty: 11069.083984
	Iteration 3F: 3 clusters Score -1447123 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1447309.500000 Penalty: 11069.083984
	Iteration 4Q: 3 clusters Score -1447310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1447437.375000 Penalty: 11069.083984
	Iteration 5Q: 3 clusters Score -1447437 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1447539.500000 Penalty: 11069.083984
	Iteration 6Q: 3 clusters Score -1447540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1447631.500000 Penalty: 11069.083984
	Iteration 7Q: 3 clusters Score -1447632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1447699.500000 Penalty: 11069.083984
	Iteration 8Q: 3 clusters Score -1447700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1447769.125000 Penalty: 11069.083984
	Iteration 9Q: 3 clusters Score -1447769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1447839.125000 Penalty: 11069.083984
	Iteration 10Q: 3 clusters Score -1447839 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1447898.375000 Penalty: 11069.083984
	Iteration 11Q: 3 clusters Score -1447898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1447946.000000 Penalty: 11069.083984
	Iteration 12Q: 3 clusters Score -1447946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1448001.250000 Penalty: 11069.083984
	Iteration 13Q: 3 clusters Score -1448001 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1448069.500000 Penalty: 11069.083984
	Iteration 14Q: 3 clusters Score -1448070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1448135.750000 Penalty: 11069.083984
	Iteration 15Q: 3 clusters Score -1448136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1448188.875000 Penalty: 11069.083984
	Iteration 16Q: 3 clusters Score -1448189 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1448250.625000 Penalty: 11069.083984
	Iteration 17Q: 3 clusters Score -1448251 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1448307.500000 Penalty: 11069.083984
	Iteration 18Q: 3 clusters Score -1448308 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1448371.625000 Penalty: 11069.083984
	Iteration 19Q: 3 clusters Score -1448372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1448434.000000 Penalty: 11069.083984
	Iteration 20F: 3 clusters Score -1448434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1448483.000000 Penalty: 11069.083984
	Iteration 21Q: 3 clusters Score -1448483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1448526.500000 Penalty: 11069.083984
	Iteration 22Q: 3 clusters Score -1448526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1448561.500000 Penalty: 11069.083984
	Iteration 23Q: 3 clusters Score -1448562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1448608.375000 Penalty: 11069.083984
	Iteration 24Q: 3 clusters Score -1448608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1448660.875000 Penalty: 11069.083984
	Iteration 25Q: 3 clusters Score -1448661 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1448695.750000 Penalty: 11069.083984
	Iteration 26Q: 3 clusters Score -1448696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1448723.125000 Penalty: 11069.083984
	Iteration 27Q: 3 clusters Score -1448723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1448750.375000 Penalty: 11069.083984
	Iteration 28Q: 3 clusters Score -1448750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1448783.000000 Penalty: 11069.083984
	Iteration 29Q: 3 clusters Score -1448783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1448811.000000 Penalty: 11069.083984
	Iteration 30Q: 3 clusters Score -1448811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1448843.125000 Penalty: 11069.083984
	Iteration 31Q: 3 clusters Score -1448843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1448873.125000 Penalty: 11069.083984
	Iteration 32Q: 3 clusters Score -1448873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1448899.125000 Penalty: 11069.083984
	Iteration 33Q: 3 clusters Score -1448899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1448920.125000 Penalty: 11069.083984
	Iteration 34Q: 3 clusters Score -1448920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1448945.000000 Penalty: 11069.083984
	Iteration 35Q: 3 clusters Score -1448945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1448966.500000 Penalty: 11069.083984
	Iteration 36Q: 3 clusters Score -1448966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1448987.500000 Penalty: 11069.083984
	Iteration 37Q: 3 clusters Score -1448988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1449010.000000 Penalty: 11069.083984
	Iteration 38Q: 3 clusters Score -1449010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1449029.000000 Penalty: 11069.083984
	Iteration 39Q: 3 clusters Score -1449029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1449059.500000 Penalty: 11069.083984
	Iteration 40F: 3 clusters Score -1449060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1449089.375000 Penalty: 11069.083984
	Iteration 41Q: 3 clusters Score -1449089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1449122.625000 Penalty: 11069.083984
	Iteration 42Q: 3 clusters Score -1449123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1449153.500000 Penalty: 11069.083984
	Iteration 43Q: 3 clusters Score -1449154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1449180.875000 Penalty: 11069.083984
	Iteration 44Q: 3 clusters Score -1449181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1449208.125000 Penalty: 11069.083984
	Iteration 45Q: 3 clusters Score -1449208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1449244.625000 Penalty: 11069.083984
	Iteration 46Q: 3 clusters Score -1449245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1449280.250000 Penalty: 11069.083984
	Iteration 47Q: 3 clusters Score -1449280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1449313.375000 Penalty: 11069.083984
	Iteration 48Q: 3 clusters Score -1449313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1449333.500000 Penalty: 11069.083984
	Iteration 49Q: 3 clusters Score -1449334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1449348.875000 Penalty: 11069.083984
	Iteration 50Q: 3 clusters Score -1449349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1449357.625000 Penalty: 11069.083984
	Iteration 51Q: 3 clusters Score -1449358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1449372.250000 Penalty: 11069.083984
	Iteration 52Q: 3 clusters Score -1449372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1449383.125000 Penalty: 11069.083984
	Iteration 53Q: 3 clusters Score -1449383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1449393.000000 Penalty: 11069.083984
	Iteration 54Q: 3 clusters Score -1449393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1449401.875000 Penalty: 11069.083984
	Iteration 55Q: 3 clusters Score -1449402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1449407.500000 Penalty: 11069.083984
	Iteration 56Q: 3 clusters Score -1449408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1449410.750000 Penalty: 11069.083984
	Iteration 57Q: 3 clusters Score -1449411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1449418.125000 Penalty: 11069.083984
	Iteration 58Q: 3 clusters Score -1449418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1449419.625000 Penalty: 11069.083984
	Iteration 59Q: 3 clusters Score -1449420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1449421.375000 Penalty: 11069.083984
	Iteration 60F: 3 clusters Score -1449421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1449424.375000 Penalty: 11069.083984
	Iteration 61Q: 3 clusters Score -1449424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1449430.250000 Penalty: 11069.083984
	Iteration 62Q: 3 clusters Score -1449430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1449435.750000 Penalty: 11069.083984
	Iteration 63Q: 3 clusters Score -1449436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1449438.375000 Penalty: 11069.083984
	Iteration 64Q: 3 clusters Score -1449438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1449448.375000 Penalty: 11069.083984
	Iteration 65Q: 3 clusters Score -1449448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1449449.000000 Penalty: 11069.083984
	Iteration 66Q: 3 clusters Score -1449449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1449453.125000 Penalty: 11069.083984
	Iteration 67Q: 3 clusters Score -1449453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1449454.875000 Penalty: 11069.083984
	Iteration 68Q: 3 clusters Score -1449455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1449458.875000 Penalty: 11069.083984
	Iteration 69Q: 3 clusters Score -1449459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1449466.125000 Penalty: 11069.083984
	Iteration 70Q: 3 clusters Score -1449466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1449471.625000 Penalty: 11069.083984
	Iteration 71Q: 3 clusters Score -1449472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1449477.125000 Penalty: 11069.083984
	Iteration 72Q: 3 clusters Score -1449477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1449475.375000 Penalty: 11069.083984
	Iteration 73Q: 3 clusters Score -1449475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1449475.375000 Penalty: 11069.083984
	Iteration 74F: 3 clusters Score -1449475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -460956.281250 Penalty: 4895.678711
	Iteration 0F: 2 clusters Score -460956.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -455614.062500 Penalty: 9791.357422
	Iteration 0F: 3 clusters Score -455614.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -457274.812500 Penalty: 9791.357422
	Iteration 1F: 3 clusters Score -457274.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -459901.218750 Penalty: 9791.357422
	Iteration 2F: 3 clusters Score -459901.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -462464.500000 Penalty: 9791.357422
	Iteration 3F: 3 clusters Score -462464.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -463324.937500 Penalty: 9791.357422
	Iteration 4F: 3 clusters Score -463324.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -463457.562500 Penalty: 9791.357422
	Iteration 5Q: 3 clusters Score -463457.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -463489.406250 Penalty: 9791.357422
	Iteration 6Q: 3 clusters Score -463489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -463502.937500 Penalty: 9791.357422
	Iteration 7Q: 3 clusters Score -463502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -463502.906250 Penalty: 9791.357422
	Iteration 8Q: 3 clusters Score -463502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -463502.906250 Penalty: 9791.357422
	Iteration 9F: 3 clusters Score -463502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 496247 members 
Mstep: Class 3 contains 12314 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 38437 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 80520 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 32915 members 
Mstep: Class 13 contains 64497 members 
Mstep: Class 14 contains 179751 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32397 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 53228 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61836 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78927 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 2336 members 
Entering Unmasked Estep 
Score: -226825600.000000 Penalty: 275624.093750
Splitting cluster 5 changes total score from -226827584.000000 to -226825600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (38437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Entering Unmasked Estep 
Score: -6801403.500000 Penalty: 6466.025391
	Iteration 0F: 2 clusters Score -6801404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -6773106.500000 Penalty: 12932.050781
	Iteration 0F: 3 clusters Score -6773106 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -6781968.000000 Penalty: 12932.050781
	Iteration 1F: 3 clusters Score -6781968 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -6783148.000000 Penalty: 12932.050781
	Iteration 2F: 3 clusters Score -6783148 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -6784442.500000 Penalty: 12932.050781
	Iteration 3F: 3 clusters Score -6784442 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6786076.500000 Penalty: 12932.050781
	Iteration 4F: 3 clusters Score -6786076 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -6788174.500000 Penalty: 12932.050781
	Iteration 5F: 3 clusters Score -6788174 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -6790822.500000 Penalty: 12932.050781
	Iteration 6F: 3 clusters Score -6790822 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -6793395.000000 Penalty: 12932.050781
	Iteration 7F: 3 clusters Score -6793395 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -6795333.500000 Penalty: 12932.050781
	Iteration 8F: 3 clusters Score -6795334 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6796420.000000 Penalty: 12932.050781
	Iteration 9F: 3 clusters Score -6796420 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6796999.500000 Penalty: 12932.050781
	Iteration 10Q: 3 clusters Score -6797000 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -6797292.500000 Penalty: 12932.050781
	Iteration 11Q: 3 clusters Score -6797292 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -6797441.500000 Penalty: 12932.050781
	Iteration 12Q: 3 clusters Score -6797442 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6797587.000000 Penalty: 12932.050781
	Iteration 13Q: 3 clusters Score -6797587 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -6797649.500000 Penalty: 12932.050781
	Iteration 14Q: 3 clusters Score -6797650 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6797684.500000 Penalty: 12932.050781
	Iteration 15Q: 3 clusters Score -6797684 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6797763.000000 Penalty: 12932.050781
	Iteration 16Q: 3 clusters Score -6797763 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6797807.500000 Penalty: 12932.050781
	Iteration 17Q: 3 clusters Score -6797808 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6797832.500000 Penalty: 12932.050781
	Iteration 18Q: 3 clusters Score -6797832 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -6797864.500000 Penalty: 12932.050781
	Iteration 19Q: 3 clusters Score -6797864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6797911.000000 Penalty: 12932.050781
	Iteration 20F: 3 clusters Score -6797911 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -6797932.000000 Penalty: 12932.050781
	Iteration 21Q: 3 clusters Score -6797932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6797945.500000 Penalty: 12932.050781
	Iteration 22Q: 3 clusters Score -6797946 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6798006.500000 Penalty: 12932.050781
	Iteration 23Q: 3 clusters Score -6798006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -6798025.500000 Penalty: 12932.050781
	Iteration 24Q: 3 clusters Score -6798026 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6798044.500000 Penalty: 12932.050781
	Iteration 25Q: 3 clusters Score -6798044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6798060.000000 Penalty: 12932.050781
	Iteration 26Q: 3 clusters Score -6798060 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6798091.500000 Penalty: 12932.050781
	Iteration 27Q: 3 clusters Score -6798092 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -6798139.500000 Penalty: 12932.050781
	Iteration 28Q: 3 clusters Score -6798140 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -6798200.000000 Penalty: 12932.050781
	Iteration 29Q: 3 clusters Score -6798200 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -6798277.500000 Penalty: 12932.050781
	Iteration 30Q: 3 clusters Score -6798278 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6798314.000000 Penalty: 12932.050781
	Iteration 31Q: 3 clusters Score -6798314 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -6798381.500000 Penalty: 12932.050781
	Iteration 32Q: 3 clusters Score -6798382 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6798451.000000 Penalty: 12932.050781
	Iteration 33Q: 3 clusters Score -6798451 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -6798483.000000 Penalty: 12932.050781
	Iteration 34Q: 3 clusters Score -6798483 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6798543.500000 Penalty: 12932.050781
	Iteration 35Q: 3 clusters Score -6798544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -6798602.500000 Penalty: 12932.050781
	Iteration 36Q: 3 clusters Score -6798602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6798652.000000 Penalty: 12932.050781
	Iteration 37Q: 3 clusters Score -6798652 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6798711.500000 Penalty: 12932.050781
	Iteration 38Q: 3 clusters Score -6798712 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -6798730.500000 Penalty: 12932.050781
	Iteration 39Q: 3 clusters Score -6798730 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6798788.000000 Penalty: 12932.050781
	Iteration 40F: 3 clusters Score -6798788 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -6798851.000000 Penalty: 12932.050781
	Iteration 41Q: 3 clusters Score -6798851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -6798930.000000 Penalty: 12932.050781
	Iteration 42Q: 3 clusters Score -6798930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -6798993.500000 Penalty: 12932.050781
	Iteration 43Q: 3 clusters Score -6798994 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -6799032.500000 Penalty: 12932.050781
	Iteration 44Q: 3 clusters Score -6799032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -6799070.000000 Penalty: 12932.050781
	Iteration 45Q: 3 clusters Score -6799070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -6799099.500000 Penalty: 12932.050781
	Iteration 46Q: 3 clusters Score -6799100 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -6799144.500000 Penalty: 12932.050781
	Iteration 47Q: 3 clusters Score -6799144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -6799195.500000 Penalty: 12932.050781
	Iteration 48Q: 3 clusters Score -6799196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -6799237.000000 Penalty: 12932.050781
	Iteration 49Q: 3 clusters Score -6799237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -6799265.500000 Penalty: 12932.050781
	Iteration 50Q: 3 clusters Score -6799266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -6799310.500000 Penalty: 12932.050781
	Iteration 51Q: 3 clusters Score -6799310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -6799323.500000 Penalty: 12932.050781
	Iteration 52Q: 3 clusters Score -6799324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -6799371.000000 Penalty: 12932.050781
	Iteration 53Q: 3 clusters Score -6799371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6799383.000000 Penalty: 12932.050781
	Iteration 54Q: 3 clusters Score -6799383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6799395.500000 Penalty: 12932.050781
	Iteration 55Q: 3 clusters Score -6799396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -6799434.000000 Penalty: 12932.050781
	Iteration 56Q: 3 clusters Score -6799434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6799438.000000 Penalty: 12932.050781
	Iteration 57Q: 3 clusters Score -6799438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -6799478.000000 Penalty: 12932.050781
	Iteration 58Q: 3 clusters Score -6799478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -6799497.000000 Penalty: 12932.050781
	Iteration 59Q: 3 clusters Score -6799497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -6799516.000000 Penalty: 12932.050781
	Iteration 60F: 3 clusters Score -6799516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6799520.500000 Penalty: 12932.050781
	Iteration 61Q: 3 clusters Score -6799520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6799542.000000 Penalty: 12932.050781
	Iteration 62Q: 3 clusters Score -6799542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -6799555.500000 Penalty: 12932.050781
	Iteration 63Q: 3 clusters Score -6799556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -6799565.000000 Penalty: 12932.050781
	Iteration 64Q: 3 clusters Score -6799565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6799581.500000 Penalty: 12932.050781
	Iteration 65Q: 3 clusters Score -6799582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -6799573.000000 Penalty: 12932.050781
	Iteration 66Q: 3 clusters Score -6799573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -6799570.500000 Penalty: 12932.050781
	Iteration 67Q: 3 clusters Score -6799570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -6799561.500000 Penalty: 12932.050781
	Iteration 68Q: 3 clusters Score -6799562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6799565.000000 Penalty: 12932.050781
	Iteration 69Q: 3 clusters Score -6799565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -6799567.500000 Penalty: 12932.050781
	Iteration 70Q: 3 clusters Score -6799568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -6799585.500000 Penalty: 12932.050781
	Iteration 71Q: 3 clusters Score -6799586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -6799589.000000 Penalty: 12932.050781
	Iteration 72Q: 3 clusters Score -6799589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6799587.000000 Penalty: 12932.050781
	Iteration 73Q: 3 clusters Score -6799587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -6799606.500000 Penalty: 12932.050781
	Iteration 74Q: 3 clusters Score -6799606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -6799617.500000 Penalty: 12932.050781
	Iteration 75Q: 3 clusters Score -6799618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -6799613.000000 Penalty: 12932.050781
	Iteration 76Q: 3 clusters Score -6799613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -6799626.000000 Penalty: 12932.050781
	Iteration 77Q: 3 clusters Score -6799626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -6799632.000000 Penalty: 12932.050781
	Iteration 78Q: 3 clusters Score -6799632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -6799628.500000 Penalty: 12932.050781
	Iteration 79Q: 3 clusters Score -6799628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -6799635.500000 Penalty: 12932.050781
	Iteration 80F: 3 clusters Score -6799636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -6799646.500000 Penalty: 12932.050781
	Iteration 81Q: 3 clusters Score -6799646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6799654.000000 Penalty: 12932.050781
	Iteration 82Q: 3 clusters Score -6799654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -6799635.500000 Penalty: 12932.050781
	Iteration 83Q: 3 clusters Score -6799636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -6799643.500000 Penalty: 12932.050781
	Iteration 84Q: 3 clusters Score -6799644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -6799636.500000 Penalty: 12932.050781
	Iteration 85Q: 3 clusters Score -6799636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -6799630.000000 Penalty: 12932.050781
	Iteration 86Q: 3 clusters Score -6799630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6799634.000000 Penalty: 12932.050781
	Iteration 87Q: 3 clusters Score -6799634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -6799637.500000 Penalty: 12932.050781
	Iteration 88Q: 3 clusters Score -6799638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6799644.000000 Penalty: 12932.050781
	Iteration 89Q: 3 clusters Score -6799644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -6799657.000000 Penalty: 12932.050781
	Iteration 90Q: 3 clusters Score -6799657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6799652.500000 Penalty: 12932.050781
	Iteration 91Q: 3 clusters Score -6799652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -6799652.500000 Penalty: 12932.050781
	Iteration 92Q: 3 clusters Score -6799652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -6799635.000000 Penalty: 12932.050781
	Iteration 93Q: 3 clusters Score -6799635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6799647.500000 Penalty: 12932.050781
	Iteration 94Q: 3 clusters Score -6799648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -6799656.500000 Penalty: 12932.050781
	Iteration 95Q: 3 clusters Score -6799656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -6799649.500000 Penalty: 12932.050781
	Iteration 96Q: 3 clusters Score -6799650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -6799660.500000 Penalty: 12932.050781
	Iteration 97Q: 3 clusters Score -6799660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6799660.000000 Penalty: 12932.050781
	Iteration 98Q: 3 clusters Score -6799660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6799660.500000 Penalty: 12932.050781
	Iteration 99Q: 3 clusters Score -6799660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6799661.500000 Penalty: 12932.050781
	Iteration 100F: 3 clusters Score -6799662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6799654.500000 Penalty: 12932.050781
	Iteration 101Q: 3 clusters Score -6799654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6799660.000000 Penalty: 12932.050781
	Iteration 102Q: 3 clusters Score -6799660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6799661.500000 Penalty: 12932.050781
	Iteration 103Q: 3 clusters Score -6799662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6799661.500000 Penalty: 12932.050781
	Iteration 104F: 3 clusters Score -6799662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -1024245.687500 Penalty: 5328.044434
	Iteration 0F: 2 clusters Score -1024246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1016580.500000 Penalty: 10656.088867
	Iteration 0F: 3 clusters Score -1016580 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1017986.562500 Penalty: 10656.088867
	Iteration 1F: 3 clusters Score -1017987 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1018400.562500 Penalty: 10656.088867
	Iteration 2F: 3 clusters Score -1018401 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1018618.312500 Penalty: 10656.088867
	Iteration 3Q: 3 clusters Score -1018618 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1018780.500000 Penalty: 10656.088867
	Iteration 4Q: 3 clusters Score -1018780 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1018898.375000 Penalty: 10656.088867
	Iteration 5Q: 3 clusters Score -1018898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1019002.125000 Penalty: 10656.088867
	Iteration 6Q: 3 clusters Score -1019002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1019102.437500 Penalty: 10656.088867
	Iteration 7Q: 3 clusters Score -1019102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1019205.312500 Penalty: 10656.088867
	Iteration 8Q: 3 clusters Score -1019205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1019331.750000 Penalty: 10656.088867
	Iteration 9Q: 3 clusters Score -1019332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1019450.750000 Penalty: 10656.088867
	Iteration 10Q: 3 clusters Score -1019451 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1019560.062500 Penalty: 10656.088867
	Iteration 11Q: 3 clusters Score -1019560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1019680.437500 Penalty: 10656.088867
	Iteration 12Q: 3 clusters Score -1019680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1019875.000000 Penalty: 10656.088867
	Iteration 13Q: 3 clusters Score -1019875 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1020159.500000 Penalty: 10656.088867
	Iteration 14Q: 3 clusters Score -1020160 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1020668.750000 Penalty: 10656.088867
	Iteration 15Q: 3 clusters Score -1020669 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1021478.812500 Penalty: 10656.088867
	Iteration 16F: 3 clusters Score -1021479 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1022314.187500 Penalty: 10656.088867
	Iteration 17F: 3 clusters Score -1022314 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1022925.812500 Penalty: 10656.088867
	Iteration 18F: 3 clusters Score -1022926 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1023241.437500 Penalty: 10656.088867
	Iteration 19Q: 3 clusters Score -1023241 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1023382.875000 Penalty: 10656.088867
	Iteration 20F: 3 clusters Score -1023383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1023429.687500 Penalty: 10656.088867
	Iteration 21Q: 3 clusters Score -1023430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1023451.312500 Penalty: 10656.088867
	Iteration 22Q: 3 clusters Score -1023451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1023466.875000 Penalty: 10656.088867
	Iteration 23Q: 3 clusters Score -1023467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1023478.625000 Penalty: 10656.088867
	Iteration 24Q: 3 clusters Score -1023479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1023480.437500 Penalty: 10656.088867
	Iteration 25Q: 3 clusters Score -1023480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1023480.437500 Penalty: 10656.088867
	Iteration 26F: 3 clusters Score -1023480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Entering Unmasked Estep 
Score: -2269065.250000 Penalty: 5782.986328
	Iteration 0F: 2 clusters Score -2269065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2257152.000000 Penalty: 11565.972656
	Iteration 0F: 3 clusters Score -2257152 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2259792.500000 Penalty: 11565.972656
	Iteration 1F: 3 clusters Score -2259792 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2260371.500000 Penalty: 11565.972656
	Iteration 2F: 3 clusters Score -2260372 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2260775.500000 Penalty: 11565.972656
	Iteration 3F: 3 clusters Score -2260776 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2261131.750000 Penalty: 11565.972656
	Iteration 4Q: 3 clusters Score -2261132 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2261460.750000 Penalty: 11565.972656
	Iteration 5Q: 3 clusters Score -2261461 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2261756.000000 Penalty: 11565.972656
	Iteration 6Q: 3 clusters Score -2261756 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2262026.500000 Penalty: 11565.972656
	Iteration 7Q: 3 clusters Score -2262026 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2262303.750000 Penalty: 11565.972656
	Iteration 8Q: 3 clusters Score -2262304 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2262529.750000 Penalty: 11565.972656
	Iteration 9Q: 3 clusters Score -2262530 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2262729.500000 Penalty: 11565.972656
	Iteration 10Q: 3 clusters Score -2262730 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2262904.000000 Penalty: 11565.972656
	Iteration 11Q: 3 clusters Score -2262904 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2263058.250000 Penalty: 11565.972656
	Iteration 12Q: 3 clusters Score -2263058 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2263224.500000 Penalty: 11565.972656
	Iteration 13Q: 3 clusters Score -2263224 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2263367.500000 Penalty: 11565.972656
	Iteration 14Q: 3 clusters Score -2263368 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2263498.500000 Penalty: 11565.972656
	Iteration 15Q: 3 clusters Score -2263498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2263615.750000 Penalty: 11565.972656
	Iteration 16Q: 3 clusters Score -2263616 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2263721.250000 Penalty: 11565.972656
	Iteration 17Q: 3 clusters Score -2263721 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2263838.000000 Penalty: 11565.972656
	Iteration 18Q: 3 clusters Score -2263838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2263954.750000 Penalty: 11565.972656
	Iteration 19Q: 3 clusters Score -2263955 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2264077.000000 Penalty: 11565.972656
	Iteration 20F: 3 clusters Score -2264077 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2264215.750000 Penalty: 11565.972656
	Iteration 21Q: 3 clusters Score -2264216 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2264324.250000 Penalty: 11565.972656
	Iteration 22Q: 3 clusters Score -2264324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2264444.750000 Penalty: 11565.972656
	Iteration 23Q: 3 clusters Score -2264445 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2264536.000000 Penalty: 11565.972656
	Iteration 24Q: 3 clusters Score -2264536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2264602.500000 Penalty: 11565.972656
	Iteration 25Q: 3 clusters Score -2264602 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2264646.500000 Penalty: 11565.972656
	Iteration 26Q: 3 clusters Score -2264646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2264681.500000 Penalty: 11565.972656
	Iteration 27Q: 3 clusters Score -2264682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2264707.250000 Penalty: 11565.972656
	Iteration 28Q: 3 clusters Score -2264707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2264717.500000 Penalty: 11565.972656
	Iteration 29Q: 3 clusters Score -2264718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2264726.000000 Penalty: 11565.972656
	Iteration 30Q: 3 clusters Score -2264726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2264735.750000 Penalty: 11565.972656
	Iteration 31Q: 3 clusters Score -2264736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2264747.250000 Penalty: 11565.972656
	Iteration 32Q: 3 clusters Score -2264747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2264754.500000 Penalty: 11565.972656
	Iteration 33Q: 3 clusters Score -2264754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2264755.250000 Penalty: 11565.972656
	Iteration 34Q: 3 clusters Score -2264755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2264761.250000 Penalty: 11565.972656
	Iteration 35Q: 3 clusters Score -2264761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2264767.500000 Penalty: 11565.972656
	Iteration 36Q: 3 clusters Score -2264768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2264767.250000 Penalty: 11565.972656
	Iteration 37Q: 3 clusters Score -2264767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2264777.500000 Penalty: 11565.972656
	Iteration 38Q: 3 clusters Score -2264778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2264779.500000 Penalty: 11565.972656
	Iteration 39Q: 3 clusters Score -2264780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2264778.750000 Penalty: 11565.972656
	Iteration 40F: 3 clusters Score -2264779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2264783.750000 Penalty: 11565.972656
	Iteration 41Q: 3 clusters Score -2264784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2264784.000000 Penalty: 11565.972656
	Iteration 42Q: 3 clusters Score -2264784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2264785.750000 Penalty: 11565.972656
	Iteration 43Q: 3 clusters Score -2264786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2264784.750000 Penalty: 11565.972656
	Iteration 44Q: 3 clusters Score -2264785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2264784.250000 Penalty: 11565.972656
	Iteration 45Q: 3 clusters Score -2264784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2264783.500000 Penalty: 11565.972656
	Iteration 46Q: 3 clusters Score -2264784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2264783.500000 Penalty: 11565.972656
	Iteration 47F: 3 clusters Score -2264784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Entering Unmasked Estep 
Score: -14368330.000000 Penalty: 6918.959961
	Iteration 0F: 2 clusters Score -1.436833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -14313100.000000 Penalty: 13837.919922
	Iteration 0F: 3 clusters Score -1.43131e+07 nChanged 36264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -14332382.000000 Penalty: 13837.919922
	Iteration 1F: 3 clusters Score -1.433238e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -14333353.000000 Penalty: 13837.919922
	Iteration 2Q: 3 clusters Score -1.433335e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -14334116.000000 Penalty: 13837.919922
	Iteration 3Q: 3 clusters Score -1.433412e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -14334874.000000 Penalty: 13837.919922
	Iteration 4Q: 3 clusters Score -1.433487e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -14335674.000000 Penalty: 13837.919922
	Iteration 5Q: 3 clusters Score -1.433567e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -14336663.000000 Penalty: 13837.919922
	Iteration 6Q: 3 clusters Score -1.433666e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -14337988.000000 Penalty: 13837.919922
	Iteration 7Q: 3 clusters Score -1.433799e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -14339847.000000 Penalty: 13837.919922
	Iteration 8Q: 3 clusters Score -1.433985e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -14342721.000000 Penalty: 13837.919922
	Iteration 9F: 3 clusters Score -1.434272e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -14346704.000000 Penalty: 13837.919922
	Iteration 10F: 3 clusters Score -1.43467e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -14351676.000000 Penalty: 13837.919922
	Iteration 11F: 3 clusters Score -1.435168e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -14356166.000000 Penalty: 13837.919922
	Iteration 12F: 3 clusters Score -1.435617e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -14359283.000000 Penalty: 13837.919922
	Iteration 13Q: 3 clusters Score -1.435928e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14360795.000000 Penalty: 13837.919922
	Iteration 14Q: 3 clusters Score -1.43608e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14361444.000000 Penalty: 13837.919922
	Iteration 15Q: 3 clusters Score -1.436144e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14361776.000000 Penalty: 13837.919922
	Iteration 16Q: 3 clusters Score -1.436178e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14361950.000000 Penalty: 13837.919922
	Iteration 17Q: 3 clusters Score -1.436195e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14362090.000000 Penalty: 13837.919922
	Iteration 18Q: 3 clusters Score -1.436209e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -14362143.000000 Penalty: 13837.919922
	Iteration 19Q: 3 clusters Score -1.436214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14362179.000000 Penalty: 13837.919922
	Iteration 20F: 3 clusters Score -1.436218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -14362202.000000 Penalty: 13837.919922
	Iteration 21Q: 3 clusters Score -1.43622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14362220.000000 Penalty: 13837.919922
	Iteration 22Q: 3 clusters Score -1.436222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -14362228.000000 Penalty: 13837.919922
	Iteration 23Q: 3 clusters Score -1.436223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14362223.000000 Penalty: 13837.919922
	Iteration 24Q: 3 clusters Score -1.436222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14362229.000000 Penalty: 13837.919922
	Iteration 25Q: 3 clusters Score -1.436223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14362219.000000 Penalty: 13837.919922
	Iteration 26Q: 3 clusters Score -1.436222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14362232.000000 Penalty: 13837.919922
	Iteration 27Q: 3 clusters Score -1.436223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14362234.000000 Penalty: 13837.919922
	Iteration 28Q: 3 clusters Score -1.436223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14362234.000000 Penalty: 13837.919922
	Iteration 29F: 3 clusters Score -1.436223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Entering Unmasked Estep 
Score: -1863262.125000 Penalty: 5683.860840
	Iteration 0F: 2 clusters Score -1863262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1852576.250000 Penalty: 11367.721680
	Iteration 0F: 3 clusters Score -1852576 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1854809.375000 Penalty: 11367.721680
	Iteration 1F: 3 clusters Score -1854809 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1855334.250000 Penalty: 11367.721680
	Iteration 2F: 3 clusters Score -1855334 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1855760.250000 Penalty: 11367.721680
	Iteration 3F: 3 clusters Score -1855760 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1856167.500000 Penalty: 11367.721680
	Iteration 4Q: 3 clusters Score -1856168 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1856595.875000 Penalty: 11367.721680
	Iteration 5Q: 3 clusters Score -1856596 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1857067.375000 Penalty: 11367.721680
	Iteration 6F: 3 clusters Score -1857067 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1857556.000000 Penalty: 11367.721680
	Iteration 7F: 3 clusters Score -1857556 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1857975.250000 Penalty: 11367.721680
	Iteration 8Q: 3 clusters Score -1857975 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1858360.250000 Penalty: 11367.721680
	Iteration 9Q: 3 clusters Score -1858360 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1858724.500000 Penalty: 11367.721680
	Iteration 10Q: 3 clusters Score -1858724 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1859018.250000 Penalty: 11367.721680
	Iteration 11Q: 3 clusters Score -1859018 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1859224.750000 Penalty: 11367.721680
	Iteration 12Q: 3 clusters Score -1859225 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1859374.625000 Penalty: 11367.721680
	Iteration 13Q: 3 clusters Score -1859375 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1859460.250000 Penalty: 11367.721680
	Iteration 14Q: 3 clusters Score -1859460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1859530.375000 Penalty: 11367.721680
	Iteration 15Q: 3 clusters Score -1859530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1859577.500000 Penalty: 11367.721680
	Iteration 16Q: 3 clusters Score -1859578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1859606.750000 Penalty: 11367.721680
	Iteration 17Q: 3 clusters Score -1859607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1859637.125000 Penalty: 11367.721680
	Iteration 18Q: 3 clusters Score -1859637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1859650.625000 Penalty: 11367.721680
	Iteration 19Q: 3 clusters Score -1859651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1859661.375000 Penalty: 11367.721680
	Iteration 20F: 3 clusters Score -1859661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1859672.375000 Penalty: 11367.721680
	Iteration 21Q: 3 clusters Score -1859672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1859674.125000 Penalty: 11367.721680
	Iteration 22Q: 3 clusters Score -1859674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1859677.125000 Penalty: 11367.721680
	Iteration 23Q: 3 clusters Score -1859677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1859682.500000 Penalty: 11367.721680
	Iteration 24Q: 3 clusters Score -1859682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1859687.500000 Penalty: 11367.721680
	Iteration 25Q: 3 clusters Score -1859688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1859688.000000 Penalty: 11367.721680
	Iteration 26Q: 3 clusters Score -1859688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1859690.000000 Penalty: 11367.721680
	Iteration 27Q: 3 clusters Score -1859690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1859693.250000 Penalty: 11367.721680
	Iteration 28Q: 3 clusters Score -1859693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1859699.750000 Penalty: 11367.721680
	Iteration 29Q: 3 clusters Score -1859700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1859696.750000 Penalty: 11367.721680
	Iteration 30Q: 3 clusters Score -1859697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1859699.750000 Penalty: 11367.721680
	Iteration 31Q: 3 clusters Score -1859700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1859700.375000 Penalty: 11367.721680
	Iteration 32Q: 3 clusters Score -1859700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1859702.000000 Penalty: 11367.721680
	Iteration 33Q: 3 clusters Score -1859702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1859702.000000 Penalty: 11367.721680
	Iteration 34F: 3 clusters Score -1859702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -348058.906250 Penalty: 4686.602539
	Iteration 0F: 2 clusters Score -348058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -343202.656250 Penalty: 9373.205078
	Iteration 0F: 3 clusters Score -343202.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -343892.312500 Penalty: 9373.205078
	Iteration 1F: 3 clusters Score -343892.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -344090.968750 Penalty: 9373.205078
	Iteration 2F: 3 clusters Score -344091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -344240.125000 Penalty: 9373.205078
	Iteration 3Q: 3 clusters Score -344240.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -344450.656250 Penalty: 9373.205078
	Iteration 4Q: 3 clusters Score -344450.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -344683.906250 Penalty: 9373.205078
	Iteration 5Q: 3 clusters Score -344683.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -345009.812500 Penalty: 9373.205078
	Iteration 6Q: 3 clusters Score -345009.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -345307.250000 Penalty: 9373.205078
	Iteration 7F: 3 clusters Score -345307.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -345764.093750 Penalty: 9373.205078
	Iteration 8Q: 3 clusters Score -345764.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -346060.281250 Penalty: 9373.205078
	Iteration 9Q: 3 clusters Score -346060.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -346251.750000 Penalty: 9373.205078
	Iteration 10Q: 3 clusters Score -346251.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -346351.437500 Penalty: 9373.205078
	Iteration 11Q: 3 clusters Score -346351.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -346396.968750 Penalty: 9373.205078
	Iteration 12Q: 3 clusters Score -346397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -346423.437500 Penalty: 9373.205078
	Iteration 13Q: 3 clusters Score -346423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -346441.375000 Penalty: 9373.205078
	Iteration 14Q: 3 clusters Score -346441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -346505.687500 Penalty: 9373.205078
	Iteration 15Q: 3 clusters Score -346505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -346553.468750 Penalty: 9373.205078
	Iteration 16Q: 3 clusters Score -346553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -346598.437500 Penalty: 9373.205078
	Iteration 17Q: 3 clusters Score -346598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -346624.625000 Penalty: 9373.205078
	Iteration 18Q: 3 clusters Score -346624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -346629.593750 Penalty: 9373.205078
	Iteration 19Q: 3 clusters Score -346629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -346665.625000 Penalty: 9373.205078
	Iteration 20F: 3 clusters Score -346665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -346709.312500 Penalty: 9373.205078
	Iteration 21Q: 3 clusters Score -346709.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -346751.718750 Penalty: 9373.205078
	Iteration 22Q: 3 clusters Score -346751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -346761.500000 Penalty: 9373.205078
	Iteration 23Q: 3 clusters Score -346761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -346771.375000 Penalty: 9373.205078
	Iteration 24Q: 3 clusters Score -346771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -346781.500000 Penalty: 9373.205078
	Iteration 25Q: 3 clusters Score -346781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -346808.343750 Penalty: 9373.205078
	Iteration 26Q: 3 clusters Score -346808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -346820.906250 Penalty: 9373.205078
	Iteration 27Q: 3 clusters Score -346820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -346826.468750 Penalty: 9373.205078
	Iteration 28Q: 3 clusters Score -346826.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -346826.468750 Penalty: 9373.205078
	Iteration 29F: 3 clusters Score -346826.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Entering Unmasked Estep 
Score: -5889427.000000 Penalty: 6371.031250
	Iteration 0F: 2 clusters Score -5889427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -5864806.000000 Penalty: 12742.062500
	Iteration 0F: 3 clusters Score -5864806 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5872182.000000 Penalty: 12742.062500
	Iteration 1F: 3 clusters Score -5872182 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5873028.000000 Penalty: 12742.062500
	Iteration 2F: 3 clusters Score -5873028 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5873750.000000 Penalty: 12742.062500
	Iteration 3Q: 3 clusters Score -5873750 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5874454.500000 Penalty: 12742.062500
	Iteration 4Q: 3 clusters Score -5874454 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -5875234.500000 Penalty: 12742.062500
	Iteration 5Q: 3 clusters Score -5875234 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5876056.500000 Penalty: 12742.062500
	Iteration 6Q: 3 clusters Score -5876056 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -5876905.500000 Penalty: 12742.062500
	Iteration 7Q: 3 clusters Score -5876906 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -5877707.000000 Penalty: 12742.062500
	Iteration 8Q: 3 clusters Score -5877707 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5878486.500000 Penalty: 12742.062500
	Iteration 9Q: 3 clusters Score -5878486 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5879157.500000 Penalty: 12742.062500
	Iteration 10Q: 3 clusters Score -5879158 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -5879685.500000 Penalty: 12742.062500
	Iteration 11Q: 3 clusters Score -5879686 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5880136.500000 Penalty: 12742.062500
	Iteration 12Q: 3 clusters Score -5880136 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5880528.000000 Penalty: 12742.062500
	Iteration 13Q: 3 clusters Score -5880528 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5880863.000000 Penalty: 12742.062500
	Iteration 14Q: 3 clusters Score -5880863 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -5881142.500000 Penalty: 12742.062500
	Iteration 15Q: 3 clusters Score -5881142 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5881532.500000 Penalty: 12742.062500
	Iteration 16Q: 3 clusters Score -5881532 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5881849.500000 Penalty: 12742.062500
	Iteration 17Q: 3 clusters Score -5881850 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5882162.000000 Penalty: 12742.062500
	Iteration 18Q: 3 clusters Score -5882162 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5882411.000000 Penalty: 12742.062500
	Iteration 19Q: 3 clusters Score -5882411 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5882669.000000 Penalty: 12742.062500
	Iteration 20F: 3 clusters Score -5882669 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -5882913.500000 Penalty: 12742.062500
	Iteration 21Q: 3 clusters Score -5882914 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5883092.000000 Penalty: 12742.062500
	Iteration 22Q: 3 clusters Score -5883092 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5883265.000000 Penalty: 12742.062500
	Iteration 23Q: 3 clusters Score -5883265 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5883426.500000 Penalty: 12742.062500
	Iteration 24Q: 3 clusters Score -5883426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5883573.500000 Penalty: 12742.062500
	Iteration 25Q: 3 clusters Score -5883574 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5883696.500000 Penalty: 12742.062500
	Iteration 26Q: 3 clusters Score -5883696 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5883806.500000 Penalty: 12742.062500
	Iteration 27Q: 3 clusters Score -5883806 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5883881.000000 Penalty: 12742.062500
	Iteration 28Q: 3 clusters Score -5883881 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -5883930.000000 Penalty: 12742.062500
	Iteration 29Q: 3 clusters Score -5883930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5884000.000000 Penalty: 12742.062500
	Iteration 30Q: 3 clusters Score -5884000 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -5884041.500000 Penalty: 12742.062500
	Iteration 31Q: 3 clusters Score -5884042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5884080.500000 Penalty: 12742.062500
	Iteration 32Q: 3 clusters Score -5884080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5884116.000000 Penalty: 12742.062500
	Iteration 33Q: 3 clusters Score -5884116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -5884155.500000 Penalty: 12742.062500
	Iteration 34Q: 3 clusters Score -5884156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5884171.500000 Penalty: 12742.062500
	Iteration 35Q: 3 clusters Score -5884172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5884181.500000 Penalty: 12742.062500
	Iteration 36Q: 3 clusters Score -5884182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5884194.500000 Penalty: 12742.062500
	Iteration 37Q: 3 clusters Score -5884194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5884196.000000 Penalty: 12742.062500
	Iteration 38Q: 3 clusters Score -5884196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5884226.000000 Penalty: 12742.062500
	Iteration 39Q: 3 clusters Score -5884226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5884231.500000 Penalty: 12742.062500
	Iteration 40F: 3 clusters Score -5884232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5884243.500000 Penalty: 12742.062500
	Iteration 41Q: 3 clusters Score -5884244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5884252.500000 Penalty: 12742.062500
	Iteration 42Q: 3 clusters Score -5884252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -5884254.500000 Penalty: 12742.062500
	Iteration 43Q: 3 clusters Score -5884254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5884267.000000 Penalty: 12742.062500
	Iteration 44Q: 3 clusters Score -5884267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5884273.000000 Penalty: 12742.062500
	Iteration 45Q: 3 clusters Score -5884273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -5884285.000000 Penalty: 12742.062500
	Iteration 46Q: 3 clusters Score -5884285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5884292.500000 Penalty: 12742.062500
	Iteration 47Q: 3 clusters Score -5884292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -5884280.500000 Penalty: 12742.062500
	Iteration 48Q: 3 clusters Score -5884280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -5884288.500000 Penalty: 12742.062500
	Iteration 49Q: 3 clusters Score -5884288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5884305.500000 Penalty: 12742.062500
	Iteration 50Q: 3 clusters Score -5884306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5884300.500000 Penalty: 12742.062500
	Iteration 51Q: 3 clusters Score -5884300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -5884290.000000 Penalty: 12742.062500
	Iteration 52Q: 3 clusters Score -5884290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5884296.500000 Penalty: 12742.062500
	Iteration 53Q: 3 clusters Score -5884296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5884303.500000 Penalty: 12742.062500
	Iteration 54Q: 3 clusters Score -5884304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5884314.000000 Penalty: 12742.062500
	Iteration 55Q: 3 clusters Score -5884314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5884310.000000 Penalty: 12742.062500
	Iteration 56Q: 3 clusters Score -5884310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -5884311.500000 Penalty: 12742.062500
	Iteration 57Q: 3 clusters Score -5884312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -5884318.000000 Penalty: 12742.062500
	Iteration 58Q: 3 clusters Score -5884318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -5884317.000000 Penalty: 12742.062500
	Iteration 59Q: 3 clusters Score -5884317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5884322.500000 Penalty: 12742.062500
	Iteration 60F: 3 clusters Score -5884322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5884321.500000 Penalty: 12742.062500
	Iteration 61Q: 3 clusters Score -5884322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5884321.500000 Penalty: 12742.062500
	Iteration 62F: 3 clusters Score -5884322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Entering Unmasked Estep 
Score: -11683336.000000 Penalty: 6783.054199
	Iteration 0F: 2 clusters Score -1.168334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -11637943.000000 Penalty: 13566.108398
	Iteration 0F: 3 clusters Score -1.163794e+07 nChanged 29007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -11653457.000000 Penalty: 13566.108398
	Iteration 1F: 3 clusters Score -1.165346e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -11654360.000000 Penalty: 13566.108398
	Iteration 2Q: 3 clusters Score -1.165436e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -11655127.000000 Penalty: 13566.108398
	Iteration 3Q: 3 clusters Score -1.165513e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -11655760.000000 Penalty: 13566.108398
	Iteration 4Q: 3 clusters Score -1.165576e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -11656524.000000 Penalty: 13566.108398
	Iteration 5Q: 3 clusters Score -1.165652e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -11657465.000000 Penalty: 13566.108398
	Iteration 6Q: 3 clusters Score -1.165746e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -11658635.000000 Penalty: 13566.108398
	Iteration 7Q: 3 clusters Score -1.165864e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -11660422.000000 Penalty: 13566.108398
	Iteration 8F: 3 clusters Score -1.166042e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -11662996.000000 Penalty: 13566.108398
	Iteration 9F: 3 clusters Score -1.1663e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -11666148.000000 Penalty: 13566.108398
	Iteration 10F: 3 clusters Score -1.166615e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -11669552.000000 Penalty: 13566.108398
	Iteration 11F: 3 clusters Score -1.166955e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -11672455.000000 Penalty: 13566.108398
	Iteration 12F: 3 clusters Score -1.167246e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -11674369.000000 Penalty: 13566.108398
	Iteration 13Q: 3 clusters Score -1.167437e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11675647.000000 Penalty: 13566.108398
	Iteration 14Q: 3 clusters Score -1.167565e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11676317.000000 Penalty: 13566.108398
	Iteration 15Q: 3 clusters Score -1.167632e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11676642.000000 Penalty: 13566.108398
	Iteration 16Q: 3 clusters Score -1.167664e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11676839.000000 Penalty: 13566.108398
	Iteration 17Q: 3 clusters Score -1.167684e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11676961.000000 Penalty: 13566.108398
	Iteration 18Q: 3 clusters Score -1.167696e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11677007.000000 Penalty: 13566.108398
	Iteration 19Q: 3 clusters Score -1.167701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11677047.000000 Penalty: 13566.108398
	Iteration 20F: 3 clusters Score -1.167705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11677087.000000 Penalty: 13566.108398
	Iteration 21Q: 3 clusters Score -1.167709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11677139.000000 Penalty: 13566.108398
	Iteration 22Q: 3 clusters Score -1.167714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11677177.000000 Penalty: 13566.108398
	Iteration 23Q: 3 clusters Score -1.167718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11677194.000000 Penalty: 13566.108398
	Iteration 24Q: 3 clusters Score -1.167719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11677221.000000 Penalty: 13566.108398
	Iteration 25Q: 3 clusters Score -1.167722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11677229.000000 Penalty: 13566.108398
	Iteration 26Q: 3 clusters Score -1.167723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11677239.000000 Penalty: 13566.108398
	Iteration 27Q: 3 clusters Score -1.167724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11677263.000000 Penalty: 13566.108398
	Iteration 28Q: 3 clusters Score -1.167726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11677254.000000 Penalty: 13566.108398
	Iteration 29Q: 3 clusters Score -1.167725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11677282.000000 Penalty: 13566.108398
	Iteration 30Q: 3 clusters Score -1.167728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11677270.000000 Penalty: 13566.108398
	Iteration 31Q: 3 clusters Score -1.167727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11677278.000000 Penalty: 13566.108398
	Iteration 32Q: 3 clusters Score -1.167728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11677283.000000 Penalty: 13566.108398
	Iteration 33Q: 3 clusters Score -1.167728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11677288.000000 Penalty: 13566.108398
	Iteration 34Q: 3 clusters Score -1.167729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11677288.000000 Penalty: 13566.108398
	Iteration 35F: 3 clusters Score -1.167729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (179751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Entering Unmasked Estep 
Score: -32447622.000000 Penalty: 7410.838379
	Iteration 0F: 2 clusters Score -3.244762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -32327370.000000 Penalty: 14821.676758
	Iteration 0F: 3 clusters Score -3.232737e+07 nChanged 83776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -32373614.000000 Penalty: 14821.676758
	Iteration 1F: 3 clusters Score -3.237361e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -32374806.000000 Penalty: 14821.676758
	Iteration 2Q: 3 clusters Score -3.237481e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -32375860.000000 Penalty: 14821.676758
	Iteration 3Q: 3 clusters Score -3.237586e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -32377072.000000 Penalty: 14821.676758
	Iteration 4Q: 3 clusters Score -3.237707e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -32377980.000000 Penalty: 14821.676758
	Iteration 5Q: 3 clusters Score -3.237798e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -32379272.000000 Penalty: 14821.676758
	Iteration 6Q: 3 clusters Score -3.237927e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -32381144.000000 Penalty: 14821.676758
	Iteration 7Q: 3 clusters Score -3.238114e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -32384302.000000 Penalty: 14821.676758
	Iteration 8Q: 3 clusters Score -3.23843e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -32389610.000000 Penalty: 14821.676758
	Iteration 9F: 3 clusters Score -3.238961e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129573 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -32398322.000000 Penalty: 14821.676758
	Iteration 10F: 3 clusters Score -3.239832e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -32409104.000000 Penalty: 14821.676758
	Iteration 11F: 3 clusters Score -3.24091e+07 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -32419994.000000 Penalty: 14821.676758
	Iteration 12F: 3 clusters Score -3.241999e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165217 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -32428818.000000 Penalty: 14821.676758
	Iteration 13F: 3 clusters Score -3.242882e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -32434534.000000 Penalty: 14821.676758
	Iteration 14Q: 3 clusters Score -3.243453e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -32437732.000000 Penalty: 14821.676758
	Iteration 15Q: 3 clusters Score -3.243773e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177525 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -32439438.000000 Penalty: 14821.676758
	Iteration 16Q: 3 clusters Score -3.243944e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -32440190.000000 Penalty: 14821.676758
	Iteration 17Q: 3 clusters Score -3.244019e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -32440638.000000 Penalty: 14821.676758
	Iteration 18Q: 3 clusters Score -3.244064e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -32440902.000000 Penalty: 14821.676758
	Iteration 19Q: 3 clusters Score -3.24409e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -32440960.000000 Penalty: 14821.676758
	Iteration 20F: 3 clusters Score -3.244096e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178924 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -32441062.000000 Penalty: 14821.676758
	Iteration 21Q: 3 clusters Score -3.244106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178961 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -32441100.000000 Penalty: 14821.676758
	Iteration 22Q: 3 clusters Score -3.24411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -32441140.000000 Penalty: 14821.676758
	Iteration 23Q: 3 clusters Score -3.244114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -32441136.000000 Penalty: 14821.676758
	Iteration 24Q: 3 clusters Score -3.244114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -32441158.000000 Penalty: 14821.676758
	Iteration 25Q: 3 clusters Score -3.244116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -32441164.000000 Penalty: 14821.676758
	Iteration 26Q: 3 clusters Score -3.244116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179028 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -32441182.000000 Penalty: 14821.676758
	Iteration 27Q: 3 clusters Score -3.244118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -32441200.000000 Penalty: 14821.676758
	Iteration 28Q: 3 clusters Score -3.24412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -32441186.000000 Penalty: 14821.676758
	Iteration 29Q: 3 clusters Score -3.244119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179039 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -32441192.000000 Penalty: 14821.676758
	Iteration 30Q: 3 clusters Score -3.244119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179046 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -32441222.000000 Penalty: 14821.676758
	Iteration 31Q: 3 clusters Score -3.244122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -32441214.000000 Penalty: 14821.676758
	Iteration 32Q: 3 clusters Score -3.244121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32441234.000000 Penalty: 14821.676758
	Iteration 33Q: 3 clusters Score -3.244123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179056 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -32441230.000000 Penalty: 14821.676758
	Iteration 34Q: 3 clusters Score -3.244123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179054 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -32441230.000000 Penalty: 14821.676758
	Iteration 35Q: 3 clusters Score -3.244123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32441236.000000 Penalty: 14821.676758
	Iteration 36Q: 3 clusters Score -3.244124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32441236.000000 Penalty: 14821.676758
	Iteration 37F: 3 clusters Score -3.244124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -311212.625000 Penalty: 4631.823730
	Iteration 0F: 2 clusters Score -311212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -306291.437500 Penalty: 9263.647461
	Iteration 0F: 3 clusters Score -306291.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -307035.718750 Penalty: 9263.647461
	Iteration 1F: 3 clusters Score -307035.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -307448.812500 Penalty: 9263.647461
	Iteration 2F: 3 clusters Score -307448.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307854.625000 Penalty: 9263.647461
	Iteration 3F: 3 clusters Score -307854.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -308168.437500 Penalty: 9263.647461
	Iteration 4Q: 3 clusters Score -308168.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -308411.812500 Penalty: 9263.647461
	Iteration 5Q: 3 clusters Score -308411.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -308634.281250 Penalty: 9263.647461
	Iteration 6Q: 3 clusters Score -308634.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -308883.687500 Penalty: 9263.647461
	Iteration 7Q: 3 clusters Score -308883.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -309125.250000 Penalty: 9263.647461
	Iteration 8Q: 3 clusters Score -309125.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309334.437500 Penalty: 9263.647461
	Iteration 9Q: 3 clusters Score -309334.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -309488.468750 Penalty: 9263.647461
	Iteration 10Q: 3 clusters Score -309488.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -309588.687500 Penalty: 9263.647461
	Iteration 11Q: 3 clusters Score -309588.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -309685.000000 Penalty: 9263.647461
	Iteration 12Q: 3 clusters Score -309685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -309807.718750 Penalty: 9263.647461
	Iteration 13Q: 3 clusters Score -309807.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -309947.125000 Penalty: 9263.647461
	Iteration 14Q: 3 clusters Score -309947.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -310111.125000 Penalty: 9263.647461
	Iteration 15Q: 3 clusters Score -310111.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -310322.437500 Penalty: 9263.647461
	Iteration 16Q: 3 clusters Score -310322.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -310642.156250 Penalty: 9263.647461
	Iteration 17Q: 3 clusters Score -310642.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -311081.187500 Penalty: 9263.647461
	Iteration 18Q: 3 clusters Score -311081.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -311342.625000 Penalty: 9263.647461
	Iteration 19Q: 3 clusters Score -311342.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -311681.437500 Penalty: 9263.647461
	Iteration 20F: 3 clusters Score -311681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -311720.031250 Penalty: 9263.647461
	Iteration 21Q: 3 clusters Score -311720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -311745.218750 Penalty: 9263.647461
	Iteration 22Q: 3 clusters Score -311745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -311752.937500 Penalty: 9263.647461
	Iteration 23Q: 3 clusters Score -311752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -311771.625000 Penalty: 9263.647461
	Iteration 24Q: 3 clusters Score -311771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -311802.593750 Penalty: 9263.647461
	Iteration 25Q: 3 clusters Score -311802.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -311859.843750 Penalty: 9263.647461
	Iteration 26Q: 3 clusters Score -311859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -311894.125000 Penalty: 9263.647461
	Iteration 27Q: 3 clusters Score -311894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -311909.031250 Penalty: 9263.647461
	Iteration 28Q: 3 clusters Score -311909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -311915.500000 Penalty: 9263.647461
	Iteration 29Q: 3 clusters Score -311915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -311917.906250 Penalty: 9263.647461
	Iteration 30Q: 3 clusters Score -311917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -311917.906250 Penalty: 9263.647461
	Iteration 31F: 3 clusters Score -311917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 496247 members 
Mstep: Class 3 contains 12314 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38437 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 80520 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 32915 members 
Mstep: Class 13 contains 64497 members 
Mstep: Class 14 contains 179751 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32397 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 53228 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61836 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78927 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 1083 members 
Entering Unmasked Estep 
Score: -226824224.000000 Penalty: 275624.093750
Splitting cluster 15 changes total score from -226827584.000000 to -226824224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -186259.171875 Penalty: 4264.954102
	Iteration 0F: 2 clusters Score -186259.2 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 497 members 
Entering Unmasked Estep 
Score: -182066.890625 Penalty: 8529.908203
	Iteration 0F: 3 clusters Score -182066.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182374.109375 Penalty: 8529.908203
	Iteration 1F: 3 clusters Score -182374.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182452.250000 Penalty: 8529.908203
	Iteration 2Q: 3 clusters Score -182452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182497.265625 Penalty: 8529.908203
	Iteration 3Q: 3 clusters Score -182497.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -182525.859375 Penalty: 8529.908203
	Iteration 4Q: 3 clusters Score -182525.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -182558.281250 Penalty: 8529.908203
	Iteration 5Q: 3 clusters Score -182558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182588.390625 Penalty: 8529.908203
	Iteration 6Q: 3 clusters Score -182588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -182601.500000 Penalty: 8529.908203
	Iteration 7Q: 3 clusters Score -182601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -182618.234375 Penalty: 8529.908203
	Iteration 8Q: 3 clusters Score -182618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -182622.437500 Penalty: 8529.908203
	Iteration 9Q: 3 clusters Score -182622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -182624.781250 Penalty: 8529.908203
	Iteration 10Q: 3 clusters Score -182624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -182624.781250 Penalty: 8529.908203
	Iteration 11F: 3 clusters Score -182624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Entering Unmasked Estep 
Score: -5859193.500000 Penalty: 6361.315430
	Iteration 0F: 2 clusters Score -5859194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5834815.000000 Penalty: 12722.630859
	Iteration 0F: 3 clusters Score -5834815 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -5842153.000000 Penalty: 12722.630859
	Iteration 1F: 3 clusters Score -5842153 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -5842957.500000 Penalty: 12722.630859
	Iteration 2F: 3 clusters Score -5842958 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5843536.000000 Penalty: 12722.630859
	Iteration 3Q: 3 clusters Score -5843536 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -5844035.000000 Penalty: 12722.630859
	Iteration 4Q: 3 clusters Score -5844035 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5844540.500000 Penalty: 12722.630859
	Iteration 5Q: 3 clusters Score -5844540 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5845041.000000 Penalty: 12722.630859
	Iteration 6Q: 3 clusters Score -5845041 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5845595.500000 Penalty: 12722.630859
	Iteration 7Q: 3 clusters Score -5845596 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5846225.000000 Penalty: 12722.630859
	Iteration 8Q: 3 clusters Score -5846225 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -5846912.500000 Penalty: 12722.630859
	Iteration 9Q: 3 clusters Score -5846912 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5847655.000000 Penalty: 12722.630859
	Iteration 10Q: 3 clusters Score -5847655 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -5848387.500000 Penalty: 12722.630859
	Iteration 11Q: 3 clusters Score -5848388 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5849181.500000 Penalty: 12722.630859
	Iteration 12Q: 3 clusters Score -5849182 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -5849895.500000 Penalty: 12722.630859
	Iteration 13Q: 3 clusters Score -5849896 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5850532.000000 Penalty: 12722.630859
	Iteration 14Q: 3 clusters Score -5850532 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5851065.000000 Penalty: 12722.630859
	Iteration 15Q: 3 clusters Score -5851065 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5851478.500000 Penalty: 12722.630859
	Iteration 16Q: 3 clusters Score -5851478 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5851822.500000 Penalty: 12722.630859
	Iteration 17Q: 3 clusters Score -5851822 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5852138.500000 Penalty: 12722.630859
	Iteration 18Q: 3 clusters Score -5852138 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -5852345.000000 Penalty: 12722.630859
	Iteration 19Q: 3 clusters Score -5852345 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5852503.500000 Penalty: 12722.630859
	Iteration 20F: 3 clusters Score -5852504 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5852668.500000 Penalty: 12722.630859
	Iteration 21Q: 3 clusters Score -5852668 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5852762.500000 Penalty: 12722.630859
	Iteration 22Q: 3 clusters Score -5852762 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5852810.000000 Penalty: 12722.630859
	Iteration 23Q: 3 clusters Score -5852810 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5852882.000000 Penalty: 12722.630859
	Iteration 24Q: 3 clusters Score -5852882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -5852923.500000 Penalty: 12722.630859
	Iteration 25Q: 3 clusters Score -5852924 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5852949.500000 Penalty: 12722.630859
	Iteration 26Q: 3 clusters Score -5852950 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -5852997.000000 Penalty: 12722.630859
	Iteration 27Q: 3 clusters Score -5852997 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5853030.000000 Penalty: 12722.630859
	Iteration 28Q: 3 clusters Score -5853030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5853026.500000 Penalty: 12722.630859
	Iteration 29Q: 3 clusters Score -5853026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5853033.500000 Penalty: 12722.630859
	Iteration 30Q: 3 clusters Score -5853034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -5853091.000000 Penalty: 12722.630859
	Iteration 31Q: 3 clusters Score -5853091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5853083.000000 Penalty: 12722.630859
	Iteration 32Q: 3 clusters Score -5853083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5853104.500000 Penalty: 12722.630859
	Iteration 33Q: 3 clusters Score -5853104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5853098.500000 Penalty: 12722.630859
	Iteration 34Q: 3 clusters Score -5853098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5853119.000000 Penalty: 12722.630859
	Iteration 35Q: 3 clusters Score -5853119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5853138.000000 Penalty: 12722.630859
	Iteration 36Q: 3 clusters Score -5853138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5853136.500000 Penalty: 12722.630859
	Iteration 37Q: 3 clusters Score -5853136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5853150.500000 Penalty: 12722.630859
	Iteration 38Q: 3 clusters Score -5853150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5853154.000000 Penalty: 12722.630859
	Iteration 39Q: 3 clusters Score -5853154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5853169.500000 Penalty: 12722.630859
	Iteration 40F: 3 clusters Score -5853170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5853172.000000 Penalty: 12722.630859
	Iteration 41Q: 3 clusters Score -5853172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -5853187.000000 Penalty: 12722.630859
	Iteration 42Q: 3 clusters Score -5853187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -5853184.000000 Penalty: 12722.630859
	Iteration 43Q: 3 clusters Score -5853184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -5853186.500000 Penalty: 12722.630859
	Iteration 44Q: 3 clusters Score -5853186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5853189.500000 Penalty: 12722.630859
	Iteration 45Q: 3 clusters Score -5853190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -5853208.000000 Penalty: 12722.630859
	Iteration 46Q: 3 clusters Score -5853208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5853191.000000 Penalty: 12722.630859
	Iteration 47Q: 3 clusters Score -5853191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -5853210.500000 Penalty: 12722.630859
	Iteration 48Q: 3 clusters Score -5853210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5853211.000000 Penalty: 12722.630859
	Iteration 49Q: 3 clusters Score -5853211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -5853206.500000 Penalty: 12722.630859
	Iteration 50Q: 3 clusters Score -5853206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5853203.000000 Penalty: 12722.630859
	Iteration 51Q: 3 clusters Score -5853203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5853210.500000 Penalty: 12722.630859
	Iteration 52Q: 3 clusters Score -5853210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5853200.000000 Penalty: 12722.630859
	Iteration 53Q: 3 clusters Score -5853200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5853218.000000 Penalty: 12722.630859
	Iteration 54Q: 3 clusters Score -5853218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5853208.500000 Penalty: 12722.630859
	Iteration 55Q: 3 clusters Score -5853208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -5853202.500000 Penalty: 12722.630859
	Iteration 56Q: 3 clusters Score -5853202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -5853223.500000 Penalty: 12722.630859
	Iteration 57Q: 3 clusters Score -5853224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -5853237.000000 Penalty: 12722.630859
	Iteration 58Q: 3 clusters Score -5853237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5853241.000000 Penalty: 12722.630859
	Iteration 59Q: 3 clusters Score -5853241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5853239.000000 Penalty: 12722.630859
	Iteration 60F: 3 clusters Score -5853239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5853249.000000 Penalty: 12722.630859
	Iteration 61Q: 3 clusters Score -5853249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -5853240.500000 Penalty: 12722.630859
	Iteration 62Q: 3 clusters Score -5853240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5853241.000000 Penalty: 12722.630859
	Iteration 63Q: 3 clusters Score -5853241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -5853242.000000 Penalty: 12722.630859
	Iteration 64Q: 3 clusters Score -5853242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -5853240.000000 Penalty: 12722.630859
	Iteration 65Q: 3 clusters Score -5853240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -5853241.500000 Penalty: 12722.630859
	Iteration 66Q: 3 clusters Score -5853242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -5853242.500000 Penalty: 12722.630859
	Iteration 67Q: 3 clusters Score -5853242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5853238.500000 Penalty: 12722.630859
	Iteration 68Q: 3 clusters Score -5853238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -5853242.000000 Penalty: 12722.630859
	Iteration 69Q: 3 clusters Score -5853242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5853238.000000 Penalty: 12722.630859
	Iteration 70Q: 3 clusters Score -5853238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5853247.000000 Penalty: 12722.630859
	Iteration 71Q: 3 clusters Score -5853247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -5853252.000000 Penalty: 12722.630859
	Iteration 72Q: 3 clusters Score -5853252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5853250.500000 Penalty: 12722.630859
	Iteration 73Q: 3 clusters Score -5853250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5853244.500000 Penalty: 12722.630859
	Iteration 74Q: 3 clusters Score -5853244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5853258.000000 Penalty: 12722.630859
	Iteration 75Q: 3 clusters Score -5853258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5853251.500000 Penalty: 12722.630859
	Iteration 76Q: 3 clusters Score -5853252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5853253.000000 Penalty: 12722.630859
	Iteration 77Q: 3 clusters Score -5853253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5853252.500000 Penalty: 12722.630859
	Iteration 78Q: 3 clusters Score -5853252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5853257.500000 Penalty: 12722.630859
	Iteration 79Q: 3 clusters Score -5853258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5853260.000000 Penalty: 12722.630859
	Iteration 80F: 3 clusters Score -5853260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -5853260.000000 Penalty: 12722.630859
	Iteration 81Q: 3 clusters Score -5853260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5853269.500000 Penalty: 12722.630859
	Iteration 82Q: 3 clusters Score -5853270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -5853267.500000 Penalty: 12722.630859
	Iteration 83Q: 3 clusters Score -5853268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5853262.000000 Penalty: 12722.630859
	Iteration 84Q: 3 clusters Score -5853262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5853272.000000 Penalty: 12722.630859
	Iteration 85Q: 3 clusters Score -5853272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -5853274.500000 Penalty: 12722.630859
	Iteration 86Q: 3 clusters Score -5853274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5853278.500000 Penalty: 12722.630859
	Iteration 87Q: 3 clusters Score -5853278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5853281.500000 Penalty: 12722.630859
	Iteration 88Q: 3 clusters Score -5853282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5853276.500000 Penalty: 12722.630859
	Iteration 89Q: 3 clusters Score -5853276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -5853277.000000 Penalty: 12722.630859
	Iteration 90Q: 3 clusters Score -5853277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -5853279.500000 Penalty: 12722.630859
	Iteration 91Q: 3 clusters Score -5853280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5853287.000000 Penalty: 12722.630859
	Iteration 92Q: 3 clusters Score -5853287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5853284.000000 Penalty: 12722.630859
	Iteration 93Q: 3 clusters Score -5853284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -5853279.500000 Penalty: 12722.630859
	Iteration 94Q: 3 clusters Score -5853280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -5853284.000000 Penalty: 12722.630859
	Iteration 95Q: 3 clusters Score -5853284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5853280.500000 Penalty: 12722.630859
	Iteration 96Q: 3 clusters Score -5853280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5853274.000000 Penalty: 12722.630859
	Iteration 97Q: 3 clusters Score -5853274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -5853285.500000 Penalty: 12722.630859
	Iteration 98Q: 3 clusters Score -5853286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5853286.500000 Penalty: 12722.630859
	Iteration 99Q: 3 clusters Score -5853286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -5853283.000000 Penalty: 12722.630859
	Iteration 100F: 3 clusters Score -5853283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5853289.500000 Penalty: 12722.630859
	Iteration 101Q: 3 clusters Score -5853290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -5853287.000000 Penalty: 12722.630859
	Iteration 102Q: 3 clusters Score -5853287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -5853287.500000 Penalty: 12722.630859
	Iteration 103Q: 3 clusters Score -5853288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5853290.500000 Penalty: 12722.630859
	Iteration 104Q: 3 clusters Score -5853290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5853287.500000 Penalty: 12722.630859
	Iteration 105Q: 3 clusters Score -5853288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5853286.500000 Penalty: 12722.630859
	Iteration 106Q: 3 clusters Score -5853286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5853284.000000 Penalty: 12722.630859
	Iteration 107Q: 3 clusters Score -5853284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5853277.000000 Penalty: 12722.630859
	Iteration 108Q: 3 clusters Score -5853277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5853277.000000 Penalty: 12722.630859
	Iteration 109F: 3 clusters Score -5853277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Entering Unmasked Estep 
Score: -7130229.500000 Penalty: 6478.361328
	Iteration 0F: 2 clusters Score -7130230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7101500.500000 Penalty: 12956.722656
	Iteration 0F: 3 clusters Score -7101500 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7110603.000000 Penalty: 12956.722656
	Iteration 1F: 3 clusters Score -7110603 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -7111715.000000 Penalty: 12956.722656
	Iteration 2F: 3 clusters Score -7111715 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7112920.000000 Penalty: 12956.722656
	Iteration 3F: 3 clusters Score -7112920 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7114538.000000 Penalty: 12956.722656
	Iteration 4F: 3 clusters Score -7114538 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -7116153.500000 Penalty: 12956.722656
	Iteration 5F: 3 clusters Score -7116154 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7118085.000000 Penalty: 12956.722656
	Iteration 6F: 3 clusters Score -7118085 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -7119973.500000 Penalty: 12956.722656
	Iteration 7F: 3 clusters Score -7119974 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -7121600.500000 Penalty: 12956.722656
	Iteration 8F: 3 clusters Score -7121600 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -7122689.500000 Penalty: 12956.722656
	Iteration 9Q: 3 clusters Score -7122690 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -7123532.500000 Penalty: 12956.722656
	Iteration 10Q: 3 clusters Score -7123532 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -7124114.500000 Penalty: 12956.722656
	Iteration 11Q: 3 clusters Score -7124114 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -7124698.500000 Penalty: 12956.722656
	Iteration 12Q: 3 clusters Score -7124698 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -7125080.000000 Penalty: 12956.722656
	Iteration 13Q: 3 clusters Score -7125080 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7125373.000000 Penalty: 12956.722656
	Iteration 14Q: 3 clusters Score -7125373 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -7125668.000000 Penalty: 12956.722656
	Iteration 15Q: 3 clusters Score -7125668 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7125859.000000 Penalty: 12956.722656
	Iteration 16Q: 3 clusters Score -7125859 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -7126053.500000 Penalty: 12956.722656
	Iteration 17Q: 3 clusters Score -7126054 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7126208.000000 Penalty: 12956.722656
	Iteration 18Q: 3 clusters Score -7126208 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -7126326.000000 Penalty: 12956.722656
	Iteration 19Q: 3 clusters Score -7126326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -7126430.500000 Penalty: 12956.722656
	Iteration 20F: 3 clusters Score -7126430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -7126540.000000 Penalty: 12956.722656
	Iteration 21Q: 3 clusters Score -7126540 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -7126614.000000 Penalty: 12956.722656
	Iteration 22Q: 3 clusters Score -7126614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -7126688.500000 Penalty: 12956.722656
	Iteration 23Q: 3 clusters Score -7126688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -7126764.000000 Penalty: 12956.722656
	Iteration 24Q: 3 clusters Score -7126764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -7126824.500000 Penalty: 12956.722656
	Iteration 25Q: 3 clusters Score -7126824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -7126864.500000 Penalty: 12956.722656
	Iteration 26Q: 3 clusters Score -7126864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -7126909.000000 Penalty: 12956.722656
	Iteration 27Q: 3 clusters Score -7126909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -7126993.000000 Penalty: 12956.722656
	Iteration 28Q: 3 clusters Score -7126993 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -7127048.000000 Penalty: 12956.722656
	Iteration 29Q: 3 clusters Score -7127048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -7127121.500000 Penalty: 12956.722656
	Iteration 30Q: 3 clusters Score -7127122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7127162.500000 Penalty: 12956.722656
	Iteration 31Q: 3 clusters Score -7127162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -7127212.000000 Penalty: 12956.722656
	Iteration 32Q: 3 clusters Score -7127212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7127266.000000 Penalty: 12956.722656
	Iteration 33Q: 3 clusters Score -7127266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -7127315.000000 Penalty: 12956.722656
	Iteration 34Q: 3 clusters Score -7127315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -7127347.000000 Penalty: 12956.722656
	Iteration 35Q: 3 clusters Score -7127347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7127376.000000 Penalty: 12956.722656
	Iteration 36Q: 3 clusters Score -7127376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -7127381.000000 Penalty: 12956.722656
	Iteration 37Q: 3 clusters Score -7127381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -7127400.500000 Penalty: 12956.722656
	Iteration 38Q: 3 clusters Score -7127400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -7127401.500000 Penalty: 12956.722656
	Iteration 39Q: 3 clusters Score -7127402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -7127415.500000 Penalty: 12956.722656
	Iteration 40F: 3 clusters Score -7127416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -7127423.500000 Penalty: 12956.722656
	Iteration 41Q: 3 clusters Score -7127424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7127426.000000 Penalty: 12956.722656
	Iteration 42Q: 3 clusters Score -7127426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -7127442.000000 Penalty: 12956.722656
	Iteration 43Q: 3 clusters Score -7127442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -7127441.500000 Penalty: 12956.722656
	Iteration 44Q: 3 clusters Score -7127442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -7127442.000000 Penalty: 12956.722656
	Iteration 45Q: 3 clusters Score -7127442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7127438.500000 Penalty: 12956.722656
	Iteration 46Q: 3 clusters Score -7127438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7127442.000000 Penalty: 12956.722656
	Iteration 47Q: 3 clusters Score -7127442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7127437.000000 Penalty: 12956.722656
	Iteration 48Q: 3 clusters Score -7127437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -7127432.500000 Penalty: 12956.722656
	Iteration 49Q: 3 clusters Score -7127432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7127432.000000 Penalty: 12956.722656
	Iteration 50Q: 3 clusters Score -7127432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -7127440.000000 Penalty: 12956.722656
	Iteration 51Q: 3 clusters Score -7127440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -7127436.500000 Penalty: 12956.722656
	Iteration 52Q: 3 clusters Score -7127436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -7127436.500000 Penalty: 12956.722656
	Iteration 53F: 3 clusters Score -7127436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Entering Unmasked Estep 
Score: -2779101.500000 Penalty: 5934.395020
	Iteration 0F: 2 clusters Score -2779102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2764989.250000 Penalty: 11868.790039
	Iteration 0F: 3 clusters Score -2764989 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2768494.750000 Penalty: 11868.790039
	Iteration 1F: 3 clusters Score -2768495 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2769056.250000 Penalty: 11868.790039
	Iteration 2F: 3 clusters Score -2769056 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2769374.750000 Penalty: 11868.790039
	Iteration 3Q: 3 clusters Score -2769375 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2769642.500000 Penalty: 11868.790039
	Iteration 4Q: 3 clusters Score -2769642 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2769857.750000 Penalty: 11868.790039
	Iteration 5Q: 3 clusters Score -2769858 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2770044.500000 Penalty: 11868.790039
	Iteration 6Q: 3 clusters Score -2770044 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2770212.750000 Penalty: 11868.790039
	Iteration 7Q: 3 clusters Score -2770213 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2770363.500000 Penalty: 11868.790039
	Iteration 8Q: 3 clusters Score -2770364 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2770521.750000 Penalty: 11868.790039
	Iteration 9Q: 3 clusters Score -2770522 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2770709.000000 Penalty: 11868.790039
	Iteration 10Q: 3 clusters Score -2770709 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2770910.750000 Penalty: 11868.790039
	Iteration 11Q: 3 clusters Score -2770911 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2771106.250000 Penalty: 11868.790039
	Iteration 12Q: 3 clusters Score -2771106 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2771301.500000 Penalty: 11868.790039
	Iteration 13Q: 3 clusters Score -2771302 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2771534.500000 Penalty: 11868.790039
	Iteration 14Q: 3 clusters Score -2771534 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2771773.750000 Penalty: 11868.790039
	Iteration 15Q: 3 clusters Score -2771774 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2772064.000000 Penalty: 11868.790039
	Iteration 16Q: 3 clusters Score -2772064 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2772385.500000 Penalty: 11868.790039
	Iteration 17Q: 3 clusters Score -2772386 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2772747.000000 Penalty: 11868.790039
	Iteration 18Q: 3 clusters Score -2772747 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2773132.000000 Penalty: 11868.790039
	Iteration 19Q: 3 clusters Score -2773132 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2773513.250000 Penalty: 11868.790039
	Iteration 20F: 3 clusters Score -2773513 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2773892.250000 Penalty: 11868.790039
	Iteration 21Q: 3 clusters Score -2773892 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2774216.750000 Penalty: 11868.790039
	Iteration 22Q: 3 clusters Score -2774217 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2774498.750000 Penalty: 11868.790039
	Iteration 23Q: 3 clusters Score -2774499 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2774734.750000 Penalty: 11868.790039
	Iteration 24Q: 3 clusters Score -2774735 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2774898.250000 Penalty: 11868.790039
	Iteration 25Q: 3 clusters Score -2774898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2774989.000000 Penalty: 11868.790039
	Iteration 26Q: 3 clusters Score -2774989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2775048.500000 Penalty: 11868.790039
	Iteration 27Q: 3 clusters Score -2775048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2775085.250000 Penalty: 11868.790039
	Iteration 28Q: 3 clusters Score -2775085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2775115.250000 Penalty: 11868.790039
	Iteration 29Q: 3 clusters Score -2775115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2775131.500000 Penalty: 11868.790039
	Iteration 30Q: 3 clusters Score -2775132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2775155.500000 Penalty: 11868.790039
	Iteration 31Q: 3 clusters Score -2775156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2775167.250000 Penalty: 11868.790039
	Iteration 32Q: 3 clusters Score -2775167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2775175.750000 Penalty: 11868.790039
	Iteration 33Q: 3 clusters Score -2775176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2775177.500000 Penalty: 11868.790039
	Iteration 34Q: 3 clusters Score -2775178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2775179.500000 Penalty: 11868.790039
	Iteration 35Q: 3 clusters Score -2775180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2775189.250000 Penalty: 11868.790039
	Iteration 36Q: 3 clusters Score -2775189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2775188.500000 Penalty: 11868.790039
	Iteration 37Q: 3 clusters Score -2775188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2775186.000000 Penalty: 11868.790039
	Iteration 38Q: 3 clusters Score -2775186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2775188.500000 Penalty: 11868.790039
	Iteration 39Q: 3 clusters Score -2775188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2775191.250000 Penalty: 11868.790039
	Iteration 40F: 3 clusters Score -2775191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2775195.250000 Penalty: 11868.790039
	Iteration 41Q: 3 clusters Score -2775195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2775195.000000 Penalty: 11868.790039
	Iteration 42Q: 3 clusters Score -2775195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2775199.250000 Penalty: 11868.790039
	Iteration 43Q: 3 clusters Score -2775199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2775202.500000 Penalty: 11868.790039
	Iteration 44Q: 3 clusters Score -2775202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2775199.250000 Penalty: 11868.790039
	Iteration 45Q: 3 clusters Score -2775199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2775199.250000 Penalty: 11868.790039
	Iteration 46F: 3 clusters Score -2775199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Entering Unmasked Estep 
Score: -9684793.000000 Penalty: 6665.433105
	Iteration 0F: 2 clusters Score -9684793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -9647210.000000 Penalty: 13330.866211
	Iteration 0F: 3 clusters Score -9647210 nChanged 23234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9659488.000000 Penalty: 13330.866211
	Iteration 1F: 3 clusters Score -9659488 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -9660279.000000 Penalty: 13330.866211
	Iteration 2Q: 3 clusters Score -9660279 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -9661014.000000 Penalty: 13330.866211
	Iteration 3Q: 3 clusters Score -9661014 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -9661705.000000 Penalty: 13330.866211
	Iteration 4Q: 3 clusters Score -9661705 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -9662363.000000 Penalty: 13330.866211
	Iteration 5Q: 3 clusters Score -9662363 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -9663033.000000 Penalty: 13330.866211
	Iteration 6Q: 3 clusters Score -9663033 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -9664009.000000 Penalty: 13330.866211
	Iteration 7Q: 3 clusters Score -9664009 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -9665219.000000 Penalty: 13330.866211
	Iteration 8Q: 3 clusters Score -9665219 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -9666982.000000 Penalty: 13330.866211
	Iteration 9F: 3 clusters Score -9666982 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -9669297.000000 Penalty: 13330.866211
	Iteration 10F: 3 clusters Score -9669297 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -9672077.000000 Penalty: 13330.866211
	Iteration 11F: 3 clusters Score -9672077 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -9674668.000000 Penalty: 13330.866211
	Iteration 12F: 3 clusters Score -9674668 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9676465.000000 Penalty: 13330.866211
	Iteration 13Q: 3 clusters Score -9676465 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9677516.000000 Penalty: 13330.866211
	Iteration 14Q: 3 clusters Score -9677516 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9678113.000000 Penalty: 13330.866211
	Iteration 15Q: 3 clusters Score -9678113 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9678400.000000 Penalty: 13330.866211
	Iteration 16Q: 3 clusters Score -9678400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9678562.000000 Penalty: 13330.866211
	Iteration 17Q: 3 clusters Score -9678562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9678695.000000 Penalty: 13330.866211
	Iteration 18Q: 3 clusters Score -9678695 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9678811.000000 Penalty: 13330.866211
	Iteration 19Q: 3 clusters Score -9678811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9678878.000000 Penalty: 13330.866211
	Iteration 20F: 3 clusters Score -9678878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9678935.000000 Penalty: 13330.866211
	Iteration 21Q: 3 clusters Score -9678935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9678957.000000 Penalty: 13330.866211
	Iteration 22Q: 3 clusters Score -9678957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9678964.000000 Penalty: 13330.866211
	Iteration 23Q: 3 clusters Score -9678964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9678980.000000 Penalty: 13330.866211
	Iteration 24Q: 3 clusters Score -9678980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9678995.000000 Penalty: 13330.866211
	Iteration 25Q: 3 clusters Score -9678995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9679003.000000 Penalty: 13330.866211
	Iteration 26Q: 3 clusters Score -9679003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9679019.000000 Penalty: 13330.866211
	Iteration 27Q: 3 clusters Score -9679019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9679038.000000 Penalty: 13330.866211
	Iteration 28Q: 3 clusters Score -9679038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9679040.000000 Penalty: 13330.866211
	Iteration 29Q: 3 clusters Score -9679040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9679036.000000 Penalty: 13330.866211
	Iteration 30Q: 3 clusters Score -9679036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9679036.000000 Penalty: 13330.866211
	Iteration 31F: 3 clusters Score -9679036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -255893.734375 Penalty: 4450.932129
	Iteration 0F: 2 clusters Score -255893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -251339.593750 Penalty: 8901.864258
	Iteration 0F: 3 clusters Score -251339.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -251750.406250 Penalty: 8901.864258
	Iteration 1F: 3 clusters Score -251750.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251867.484375 Penalty: 8901.864258
	Iteration 2Q: 3 clusters Score -251867.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251930.375000 Penalty: 8901.864258
	Iteration 3Q: 3 clusters Score -251930.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -251959.828125 Penalty: 8901.864258
	Iteration 4Q: 3 clusters Score -251959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -251984.046875 Penalty: 8901.864258
	Iteration 5Q: 3 clusters Score -251984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -251993.500000 Penalty: 8901.864258
	Iteration 6Q: 3 clusters Score -251993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -252004.109375 Penalty: 8901.864258
	Iteration 7Q: 3 clusters Score -252004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -252013.093750 Penalty: 8901.864258
	Iteration 8Q: 3 clusters Score -252013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -252018.140625 Penalty: 8901.864258
	Iteration 9Q: 3 clusters Score -252018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -252022.843750 Penalty: 8901.864258
	Iteration 10Q: 3 clusters Score -252022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -252024.390625 Penalty: 8901.864258
	Iteration 11Q: 3 clusters Score -252024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -252026.296875 Penalty: 8901.864258
	Iteration 12Q: 3 clusters Score -252026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -252027.171875 Penalty: 8901.864258
	Iteration 13Q: 3 clusters Score -252027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -252027.171875 Penalty: 8901.864258
	Iteration 14F: 3 clusters Score -252027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -117970.117188 Penalty: 4067.723877
	Iteration 0F: 2 clusters Score -117970.1 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 376 members 
Entering Unmasked Estep 
Score: -114137.742188 Penalty: 8135.447754
	Iteration 0F: 3 clusters Score -114137.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114389.992188 Penalty: 8135.447754
	Iteration 1F: 3 clusters Score -114390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -114568.476562 Penalty: 8135.447754
	Iteration 2Q: 3 clusters Score -114568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114779.898438 Penalty: 8135.447754
	Iteration 3Q: 3 clusters Score -114779.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114922.375000 Penalty: 8135.447754
	Iteration 4Q: 3 clusters Score -114922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115170.078125 Penalty: 8135.447754
	Iteration 5Q: 3 clusters Score -115170.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115321.757812 Penalty: 8135.447754
	Iteration 6Q: 3 clusters Score -115321.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115392.875000 Penalty: 8135.447754
	Iteration 7Q: 3 clusters Score -115392.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -115450.937500 Penalty: 8135.447754
	Iteration 8Q: 3 clusters Score -115450.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115514.359375 Penalty: 8135.447754
	Iteration 9Q: 3 clusters Score -115514.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115596.148438 Penalty: 8135.447754
	Iteration 10Q: 3 clusters Score -115596.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115687.804688 Penalty: 8135.447754
	Iteration 11Q: 3 clusters Score -115687.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115767.898438 Penalty: 8135.447754
	Iteration 12Q: 3 clusters Score -115767.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115896.085938 Penalty: 8135.447754
	Iteration 13Q: 3 clusters Score -115896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115979.867188 Penalty: 8135.447754
	Iteration 14Q: 3 clusters Score -115979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116099.171875 Penalty: 8135.447754
	Iteration 15Q: 3 clusters Score -116099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116135.476562 Penalty: 8135.447754
	Iteration 16Q: 3 clusters Score -116135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116145.335938 Penalty: 8135.447754
	Iteration 17Q: 3 clusters Score -116145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116145.335938 Penalty: 8135.447754
	Iteration 18F: 3 clusters Score -116145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Entering Unmasked Estep 
Score: -11296548.000000 Penalty: 6757.247559
	Iteration 0F: 2 clusters Score -1.129655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -11253144.000000 Penalty: 13514.495117
	Iteration 0F: 3 clusters Score -1.125314e+07 nChanged 27554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -11268006.000000 Penalty: 13514.495117
	Iteration 1F: 3 clusters Score -1.126801e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -11269208.000000 Penalty: 13514.495117
	Iteration 2F: 3 clusters Score -1.126921e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -11270287.000000 Penalty: 13514.495117
	Iteration 3Q: 3 clusters Score -1.127029e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -11271442.000000 Penalty: 13514.495117
	Iteration 4Q: 3 clusters Score -1.127144e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -11272771.000000 Penalty: 13514.495117
	Iteration 5Q: 3 clusters Score -1.127277e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -11274522.000000 Penalty: 13514.495117
	Iteration 6F: 3 clusters Score -1.127452e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -11276779.000000 Penalty: 13514.495117
	Iteration 7F: 3 clusters Score -1.127678e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -11279091.000000 Penalty: 13514.495117
	Iteration 8F: 3 clusters Score -1.127909e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -11281422.000000 Penalty: 13514.495117
	Iteration 9F: 3 clusters Score -1.128142e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -11283479.000000 Penalty: 13514.495117
	Iteration 10Q: 3 clusters Score -1.128348e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -11285111.000000 Penalty: 13514.495117
	Iteration 11Q: 3 clusters Score -1.128511e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -11286355.000000 Penalty: 13514.495117
	Iteration 12Q: 3 clusters Score -1.128636e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -11287322.000000 Penalty: 13514.495117
	Iteration 13Q: 3 clusters Score -1.128732e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -11288052.000000 Penalty: 13514.495117
	Iteration 14Q: 3 clusters Score -1.128805e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -11288482.000000 Penalty: 13514.495117
	Iteration 15Q: 3 clusters Score -1.128848e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -11288938.000000 Penalty: 13514.495117
	Iteration 16Q: 3 clusters Score -1.128894e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -11289326.000000 Penalty: 13514.495117
	Iteration 17Q: 3 clusters Score -1.128933e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -11289630.000000 Penalty: 13514.495117
	Iteration 18Q: 3 clusters Score -1.128963e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -11289829.000000 Penalty: 13514.495117
	Iteration 19Q: 3 clusters Score -1.128983e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -11289981.000000 Penalty: 13514.495117
	Iteration 20F: 3 clusters Score -1.128998e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -11290150.000000 Penalty: 13514.495117
	Iteration 21Q: 3 clusters Score -1.129015e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -11290266.000000 Penalty: 13514.495117
	Iteration 22Q: 3 clusters Score -1.129027e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -11290339.000000 Penalty: 13514.495117
	Iteration 23Q: 3 clusters Score -1.129034e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -11290455.000000 Penalty: 13514.495117
	Iteration 24Q: 3 clusters Score -1.129046e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -11290511.000000 Penalty: 13514.495117
	Iteration 25Q: 3 clusters Score -1.129051e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -11290556.000000 Penalty: 13514.495117
	Iteration 26Q: 3 clusters Score -1.129056e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -11290582.000000 Penalty: 13514.495117
	Iteration 27Q: 3 clusters Score -1.129058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -11290598.000000 Penalty: 13514.495117
	Iteration 28Q: 3 clusters Score -1.12906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -11290648.000000 Penalty: 13514.495117
	Iteration 29Q: 3 clusters Score -1.129065e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -11290690.000000 Penalty: 13514.495117
	Iteration 30Q: 3 clusters Score -1.129069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -11290725.000000 Penalty: 13514.495117
	Iteration 31Q: 3 clusters Score -1.129072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -11290720.000000 Penalty: 13514.495117
	Iteration 32Q: 3 clusters Score -1.129072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -11290734.000000 Penalty: 13514.495117
	Iteration 33Q: 3 clusters Score -1.129073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -11290756.000000 Penalty: 13514.495117
	Iteration 34Q: 3 clusters Score -1.129076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -11290755.000000 Penalty: 13514.495117
	Iteration 35Q: 3 clusters Score -1.129076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -11290761.000000 Penalty: 13514.495117
	Iteration 36Q: 3 clusters Score -1.129076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -11290743.000000 Penalty: 13514.495117
	Iteration 37Q: 3 clusters Score -1.129074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -11290757.000000 Penalty: 13514.495117
	Iteration 38Q: 3 clusters Score -1.129076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -11290768.000000 Penalty: 13514.495117
	Iteration 39Q: 3 clusters Score -1.129077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -11290767.000000 Penalty: 13514.495117
	Iteration 40F: 3 clusters Score -1.129077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -11290771.000000 Penalty: 13514.495117
	Iteration 41Q: 3 clusters Score -1.129077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -11290783.000000 Penalty: 13514.495117
	Iteration 42Q: 3 clusters Score -1.129078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -11290801.000000 Penalty: 13514.495117
	Iteration 43Q: 3 clusters Score -1.12908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -11290803.000000 Penalty: 13514.495117
	Iteration 44Q: 3 clusters Score -1.12908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -11290806.000000 Penalty: 13514.495117
	Iteration 45Q: 3 clusters Score -1.129081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -11290807.000000 Penalty: 13514.495117
	Iteration 46Q: 3 clusters Score -1.129081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -11290820.000000 Penalty: 13514.495117
	Iteration 47Q: 3 clusters Score -1.129082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -11290827.000000 Penalty: 13514.495117
	Iteration 48Q: 3 clusters Score -1.129083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -11290831.000000 Penalty: 13514.495117
	Iteration 49Q: 3 clusters Score -1.129083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -11290831.000000 Penalty: 13514.495117
	Iteration 50Q: 3 clusters Score -1.129083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -11290831.000000 Penalty: 13514.495117
	Iteration 51Q: 3 clusters Score -1.129083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -11290829.000000 Penalty: 13514.495117
	Iteration 52Q: 3 clusters Score -1.129083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -11290842.000000 Penalty: 13514.495117
	Iteration 53Q: 3 clusters Score -1.129084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -11290842.000000 Penalty: 13514.495117
	Iteration 54Q: 3 clusters Score -1.129084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -11290844.000000 Penalty: 13514.495117
	Iteration 55Q: 3 clusters Score -1.129084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -11290850.000000 Penalty: 13514.495117
	Iteration 56Q: 3 clusters Score -1.129085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -11290856.000000 Penalty: 13514.495117
	Iteration 57Q: 3 clusters Score -1.129086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -11290856.000000 Penalty: 13514.495117
	Iteration 58F: 3 clusters Score -1.129086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -85388.789062 Penalty: 3903.658203
	Iteration 0F: 2 clusters Score -85388.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82130.757812 Penalty: 7807.316406
	Iteration 0F: 3 clusters Score -82130.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82411.476562 Penalty: 7807.316406
	Iteration 1F: 3 clusters Score -82411.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82583.156250 Penalty: 7807.316406
	Iteration 2Q: 3 clusters Score -82583.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82678.718750 Penalty: 7807.316406
	Iteration 3Q: 3 clusters Score -82678.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82874.500000 Penalty: 7807.316406
	Iteration 4Q: 3 clusters Score -82874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82916.937500 Penalty: 7807.316406
	Iteration 5Q: 3 clusters Score -82916.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82956.687500 Penalty: 7807.316406
	Iteration 6Q: 3 clusters Score -82956.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82979.664062 Penalty: 7807.316406
	Iteration 7Q: 3 clusters Score -82979.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82989.796875 Penalty: 7807.316406
	Iteration 8Q: 3 clusters Score -82989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82995.828125 Penalty: 7807.316406
	Iteration 9Q: 3 clusters Score -82995.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82995.828125 Penalty: 7807.316406
	Iteration 10F: 3 clusters Score -82995.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -1187859.875000 Penalty: 5397.684082
	Iteration 0F: 2 clusters Score -1187860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1179709.000000 Penalty: 10795.368164
	Iteration 0F: 3 clusters Score -1179709 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1181185.750000 Penalty: 10795.368164
	Iteration 1F: 3 clusters Score -1181186 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1181516.250000 Penalty: 10795.368164
	Iteration 2F: 3 clusters Score -1181516 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1181705.000000 Penalty: 10795.368164
	Iteration 3Q: 3 clusters Score -1181705 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1181862.125000 Penalty: 10795.368164
	Iteration 4Q: 3 clusters Score -1181862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1181994.625000 Penalty: 10795.368164
	Iteration 5Q: 3 clusters Score -1181995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1182114.750000 Penalty: 10795.368164
	Iteration 6Q: 3 clusters Score -1182115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1182230.250000 Penalty: 10795.368164
	Iteration 7Q: 3 clusters Score -1182230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1182355.875000 Penalty: 10795.368164
	Iteration 8Q: 3 clusters Score -1182356 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1182484.375000 Penalty: 10795.368164
	Iteration 9Q: 3 clusters Score -1182484 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1182660.250000 Penalty: 10795.368164
	Iteration 10Q: 3 clusters Score -1182660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1182890.000000 Penalty: 10795.368164
	Iteration 11Q: 3 clusters Score -1182890 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1183118.375000 Penalty: 10795.368164
	Iteration 12Q: 3 clusters Score -1183118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1183364.875000 Penalty: 10795.368164
	Iteration 13Q: 3 clusters Score -1183365 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1183602.500000 Penalty: 10795.368164
	Iteration 14Q: 3 clusters Score -1183602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1183836.625000 Penalty: 10795.368164
	Iteration 15Q: 3 clusters Score -1183837 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1184018.500000 Penalty: 10795.368164
	Iteration 16Q: 3 clusters Score -1184018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1184165.000000 Penalty: 10795.368164
	Iteration 17Q: 3 clusters Score -1184165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1184267.750000 Penalty: 10795.368164
	Iteration 18Q: 3 clusters Score -1184268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1184364.000000 Penalty: 10795.368164
	Iteration 19Q: 3 clusters Score -1184364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1184429.250000 Penalty: 10795.368164
	Iteration 20F: 3 clusters Score -1184429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1184464.125000 Penalty: 10795.368164
	Iteration 21Q: 3 clusters Score -1184464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1184493.500000 Penalty: 10795.368164
	Iteration 22Q: 3 clusters Score -1184494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1184513.500000 Penalty: 10795.368164
	Iteration 23Q: 3 clusters Score -1184514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1184531.750000 Penalty: 10795.368164
	Iteration 24Q: 3 clusters Score -1184532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1184540.000000 Penalty: 10795.368164
	Iteration 25Q: 3 clusters Score -1184540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1184549.750000 Penalty: 10795.368164
	Iteration 26Q: 3 clusters Score -1184550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1184554.500000 Penalty: 10795.368164
	Iteration 27Q: 3 clusters Score -1184554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1184560.250000 Penalty: 10795.368164
	Iteration 28Q: 3 clusters Score -1184560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1184568.750000 Penalty: 10795.368164
	Iteration 29Q: 3 clusters Score -1184569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1184568.500000 Penalty: 10795.368164
	Iteration 30Q: 3 clusters Score -1184568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1184567.875000 Penalty: 10795.368164
	Iteration 31Q: 3 clusters Score -1184568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1184568.250000 Penalty: 10795.368164
	Iteration 32Q: 3 clusters Score -1184568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1184572.875000 Penalty: 10795.368164
	Iteration 33Q: 3 clusters Score -1184573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1184572.750000 Penalty: 10795.368164
	Iteration 34Q: 3 clusters Score -1184573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1184572.750000 Penalty: 10795.368164
	Iteration 35F: 3 clusters Score -1184573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Entering Unmasked Estep 
Score: -1832221.000000 Penalty: 5654.002441
	Iteration 0F: 2 clusters Score -1832221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1821935.625000 Penalty: 11308.004883
	Iteration 0F: 3 clusters Score -1821936 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1824261.125000 Penalty: 11308.004883
	Iteration 1F: 3 clusters Score -1824261 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1824940.875000 Penalty: 11308.004883
	Iteration 2F: 3 clusters Score -1824941 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1825624.375000 Penalty: 11308.004883
	Iteration 3F: 3 clusters Score -1825624 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1826434.000000 Penalty: 11308.004883
	Iteration 4F: 3 clusters Score -1826434 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1827513.000000 Penalty: 11308.004883
	Iteration 5F: 3 clusters Score -1827513 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1828613.750000 Penalty: 11308.004883
	Iteration 6F: 3 clusters Score -1828614 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1829327.500000 Penalty: 11308.004883
	Iteration 7F: 3 clusters Score -1829328 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1829752.000000 Penalty: 11308.004883
	Iteration 8Q: 3 clusters Score -1829752 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1830010.250000 Penalty: 11308.004883
	Iteration 9Q: 3 clusters Score -1830010 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1830149.625000 Penalty: 11308.004883
	Iteration 10Q: 3 clusters Score -1830150 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1830224.750000 Penalty: 11308.004883
	Iteration 11Q: 3 clusters Score -1830225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1830279.625000 Penalty: 11308.004883
	Iteration 12Q: 3 clusters Score -1830280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1830321.750000 Penalty: 11308.004883
	Iteration 13Q: 3 clusters Score -1830322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1830353.125000 Penalty: 11308.004883
	Iteration 14Q: 3 clusters Score -1830353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1830379.375000 Penalty: 11308.004883
	Iteration 15Q: 3 clusters Score -1830379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1830395.250000 Penalty: 11308.004883
	Iteration 16Q: 3 clusters Score -1830395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1830409.000000 Penalty: 11308.004883
	Iteration 17Q: 3 clusters Score -1830409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1830420.375000 Penalty: 11308.004883
	Iteration 18Q: 3 clusters Score -1830420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1830423.125000 Penalty: 11308.004883
	Iteration 19Q: 3 clusters Score -1830423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1830435.375000 Penalty: 11308.004883
	Iteration 20F: 3 clusters Score -1830435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1830442.125000 Penalty: 11308.004883
	Iteration 21Q: 3 clusters Score -1830442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1830445.875000 Penalty: 11308.004883
	Iteration 22Q: 3 clusters Score -1830446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1830454.500000 Penalty: 11308.004883
	Iteration 23Q: 3 clusters Score -1830454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1830452.625000 Penalty: 11308.004883
	Iteration 24Q: 3 clusters Score -1830453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1830453.125000 Penalty: 11308.004883
	Iteration 25Q: 3 clusters Score -1830453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1830454.500000 Penalty: 11308.004883
	Iteration 26Q: 3 clusters Score -1830454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1830454.375000 Penalty: 11308.004883
	Iteration 27Q: 3 clusters Score -1830454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1830460.500000 Penalty: 11308.004883
	Iteration 28Q: 3 clusters Score -1830460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1830459.875000 Penalty: 11308.004883
	Iteration 29Q: 3 clusters Score -1830460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1830460.625000 Penalty: 11308.004883
	Iteration 30Q: 3 clusters Score -1830461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1830460.625000 Penalty: 11308.004883
	Iteration 31F: 3 clusters Score -1830461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -72905.671875 Penalty: 3741.914307
	Iteration 0F: 2 clusters Score -72905.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69649.507812 Penalty: 7483.828613
	Iteration 0F: 3 clusters Score -69649.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69765.179688 Penalty: 7483.828613
	Iteration 1F: 3 clusters Score -69765.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69809.234375 Penalty: 7483.828613
	Iteration 2Q: 3 clusters Score -69809.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69831.703125 Penalty: 7483.828613
	Iteration 3Q: 3 clusters Score -69831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69831.703125 Penalty: 7483.828613
	Iteration 4F: 3 clusters Score -69831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (78927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Entering Unmasked Estep 
Score: -14216701.000000 Penalty: 6906.720703
	Iteration 0F: 2 clusters Score -1.42167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -14162169.000000 Penalty: 13813.441406
	Iteration 0F: 3 clusters Score -1.416217e+07 nChanged 35840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -14181533.000000 Penalty: 13813.441406
	Iteration 1F: 3 clusters Score -1.418153e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -14182629.000000 Penalty: 13813.441406
	Iteration 2Q: 3 clusters Score -1.418263e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -14183689.000000 Penalty: 13813.441406
	Iteration 3Q: 3 clusters Score -1.418369e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -14184773.000000 Penalty: 13813.441406
	Iteration 4Q: 3 clusters Score -1.418477e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -14185941.000000 Penalty: 13813.441406
	Iteration 5Q: 3 clusters Score -1.418594e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -14187467.000000 Penalty: 13813.441406
	Iteration 6Q: 3 clusters Score -1.418747e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -14189139.000000 Penalty: 13813.441406
	Iteration 7Q: 3 clusters Score -1.418914e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -14191155.000000 Penalty: 13813.441406
	Iteration 8Q: 3 clusters Score -1.419116e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -14193924.000000 Penalty: 13813.441406
	Iteration 9F: 3 clusters Score -1.419392e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -14197524.000000 Penalty: 13813.441406
	Iteration 10F: 3 clusters Score -1.419752e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -14201426.000000 Penalty: 13813.441406
	Iteration 11F: 3 clusters Score -1.420143e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -14204872.000000 Penalty: 13813.441406
	Iteration 12F: 3 clusters Score -1.420487e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -14207382.000000 Penalty: 13813.441406
	Iteration 13Q: 3 clusters Score -1.420738e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -14208783.000000 Penalty: 13813.441406
	Iteration 14Q: 3 clusters Score -1.420878e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -14209567.000000 Penalty: 13813.441406
	Iteration 15Q: 3 clusters Score -1.420957e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -14209979.000000 Penalty: 13813.441406
	Iteration 16Q: 3 clusters Score -1.420998e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -14210197.000000 Penalty: 13813.441406
	Iteration 17Q: 3 clusters Score -1.42102e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -14210350.000000 Penalty: 13813.441406
	Iteration 18Q: 3 clusters Score -1.421035e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -14210431.000000 Penalty: 13813.441406
	Iteration 19Q: 3 clusters Score -1.421043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -14210471.000000 Penalty: 13813.441406
	Iteration 20F: 3 clusters Score -1.421047e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -14210509.000000 Penalty: 13813.441406
	Iteration 21Q: 3 clusters Score -1.421051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -14210532.000000 Penalty: 13813.441406
	Iteration 22Q: 3 clusters Score -1.421053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -14210543.000000 Penalty: 13813.441406
	Iteration 23Q: 3 clusters Score -1.421054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -14210565.000000 Penalty: 13813.441406
	Iteration 24Q: 3 clusters Score -1.421056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -14210595.000000 Penalty: 13813.441406
	Iteration 25Q: 3 clusters Score -1.42106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -14210607.000000 Penalty: 13813.441406
	Iteration 26Q: 3 clusters Score -1.421061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -14210597.000000 Penalty: 13813.441406
	Iteration 27Q: 3 clusters Score -1.42106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -14210608.000000 Penalty: 13813.441406
	Iteration 28Q: 3 clusters Score -1.421061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -14210609.000000 Penalty: 13813.441406
	Iteration 29Q: 3 clusters Score -1.421061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -14210608.000000 Penalty: 13813.441406
	Iteration 30Q: 3 clusters Score -1.421061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -14210602.000000 Penalty: 13813.441406
	Iteration 31Q: 3 clusters Score -1.42106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -14210611.000000 Penalty: 13813.441406
	Iteration 32Q: 3 clusters Score -1.421061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -14210611.000000 Penalty: 13813.441406
	Iteration 33F: 3 clusters Score -1.421061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -83618.515625 Penalty: 3854.719238
	Iteration 0F: 2 clusters Score -83618.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80178.281250 Penalty: 7709.438477
	Iteration 0F: 3 clusters Score -80178.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80476.750000 Penalty: 7709.438477
	Iteration 1F: 3 clusters Score -80476.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80613.234375 Penalty: 7709.438477
	Iteration 2Q: 3 clusters Score -80613.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80639.062500 Penalty: 7709.438477
	Iteration 3Q: 3 clusters Score -80639.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80656.976562 Penalty: 7709.438477
	Iteration 4Q: 3 clusters Score -80656.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80686.609375 Penalty: 7709.438477
	Iteration 5Q: 3 clusters Score -80686.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80707.468750 Penalty: 7709.438477
	Iteration 6Q: 3 clusters Score -80707.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80725.812500 Penalty: 7709.438477
	Iteration 7Q: 3 clusters Score -80725.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80725.812500 Penalty: 7709.438477
	Iteration 8F: 3 clusters Score -80725.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -86134.242188 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -86134.24 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 307 members 
Entering Unmasked Estep 
Score: -82600.085938 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -82600.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82844.695312 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -82844.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82946.203125 Penalty: 7836.238770
	Iteration 2Q: 3 clusters Score -82946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82976.039062 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -82976.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82994.140625 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -82994.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83011.750000 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -83011.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83020.390625 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -83020.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83038.257812 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -83038.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83054.210938 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -83054.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83072.914062 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -83072.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83090.007812 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -83090.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83110.789062 Penalty: 7836.238770
	Iteration 11Q: 3 clusters Score -83110.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83121.218750 Penalty: 7836.238770
	Iteration 12Q: 3 clusters Score -83121.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83121.218750 Penalty: 7836.238770
	Iteration 13F: 3 clusters Score -83121.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -145832.390625 Penalty: 4232.224121
	Iteration 0F: 2 clusters Score -145832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142048.468750 Penalty: 8464.448242
	Iteration 0F: 3 clusters Score -142048.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142675.843750 Penalty: 8464.448242
	Iteration 1F: 3 clusters Score -142675.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142864.234375 Penalty: 8464.448242
	Iteration 2F: 3 clusters Score -142864.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142973.156250 Penalty: 8464.448242
	Iteration 3Q: 3 clusters Score -142973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143052.421875 Penalty: 8464.448242
	Iteration 4Q: 3 clusters Score -143052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143106.218750 Penalty: 8464.448242
	Iteration 5Q: 3 clusters Score -143106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -143191.906250 Penalty: 8464.448242
	Iteration 6Q: 3 clusters Score -143191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -143301.953125 Penalty: 8464.448242
	Iteration 7Q: 3 clusters Score -143302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143369.078125 Penalty: 8464.448242
	Iteration 8Q: 3 clusters Score -143369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143447.031250 Penalty: 8464.448242
	Iteration 9Q: 3 clusters Score -143447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -143588.234375 Penalty: 8464.448242
	Iteration 10Q: 3 clusters Score -143588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143778.609375 Penalty: 8464.448242
	Iteration 11Q: 3 clusters Score -143778.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -144011.687500 Penalty: 8464.448242
	Iteration 12Q: 3 clusters Score -144011.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -144225.156250 Penalty: 8464.448242
	Iteration 13Q: 3 clusters Score -144225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144294.218750 Penalty: 8464.448242
	Iteration 14Q: 3 clusters Score -144294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144345.125000 Penalty: 8464.448242
	Iteration 15Q: 3 clusters Score -144345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144359.890625 Penalty: 8464.448242
	Iteration 16Q: 3 clusters Score -144359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144369.531250 Penalty: 8464.448242
	Iteration 17Q: 3 clusters Score -144369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144375.437500 Penalty: 8464.448242
	Iteration 18Q: 3 clusters Score -144375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144387.953125 Penalty: 8464.448242
	Iteration 19Q: 3 clusters Score -144388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144410.593750 Penalty: 8464.448242
	Iteration 20F: 3 clusters Score -144410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144536.390625 Penalty: 8464.448242
	Iteration 21Q: 3 clusters Score -144536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -145051.078125 Penalty: 8464.448242
	Iteration 22Q: 3 clusters Score -145051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -145619.078125 Penalty: 8464.448242
	Iteration 23Q: 3 clusters Score -145619.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -145679.140625 Penalty: 8464.448242
	Iteration 24Q: 3 clusters Score -145679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -145711.562500 Penalty: 8464.448242
	Iteration 25Q: 3 clusters Score -145711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -145760.453125 Penalty: 8464.448242
	Iteration 26Q: 3 clusters Score -145760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -145799.093750 Penalty: 8464.448242
	Iteration 27Q: 3 clusters Score -145799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -145835.203125 Penalty: 8464.448242
	Iteration 28Q: 3 clusters Score -145835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -145874.406250 Penalty: 8464.448242
	Iteration 29Q: 3 clusters Score -145874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -145902.500000 Penalty: 8464.448242
	Iteration 30Q: 3 clusters Score -145902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -145917.234375 Penalty: 8464.448242
	Iteration 31Q: 3 clusters Score -145917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -145924.625000 Penalty: 8464.448242
	Iteration 32Q: 3 clusters Score -145924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145932.281250 Penalty: 8464.448242
	Iteration 33Q: 3 clusters Score -145932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145942.125000 Penalty: 8464.448242
	Iteration 34F: 3 clusters Score -145942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -145960.390625 Penalty: 8464.448242
	Iteration 35Q: 3 clusters Score -145960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -145970.562500 Penalty: 8464.448242
	Iteration 36Q: 3 clusters Score -145970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145973.984375 Penalty: 8464.448242
	Iteration 37Q: 3 clusters Score -145974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145973.984375 Penalty: 8464.448242
	Iteration 38F: 3 clusters Score -145974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 496247 members 
Mstep: Class 3 contains 12314 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38437 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 80520 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 32915 members 
Mstep: Class 13 contains 64497 members 
Mstep: Class 14 contains 179751 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32397 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 53228 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61836 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78927 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 656 members 
Mstep: Class 32 contains 346 members 
Entering Unmasked Estep 
Score: -226823200.000000 Penalty: 275624.093750
Splitting cluster 31 changes total score from -226827584.000000 to -226823200.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 496247 members 
Mstep: Class 3 contains 12314 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38437 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 80520 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 32915 members 
Mstep: Class 13 contains 64497 members 
Mstep: Class 14 contains 179751 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32397 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 53228 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61836 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78927 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827680.000000 Penalty: 267010.843750
Iteration 119Q: 32 clusters Score -2.268277e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 496174 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38437 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 80523 members 
Mstep: Class 10 contains 10714 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 33031 members 
Mstep: Class 13 contains 64492 members 
Mstep: Class 14 contains 179749 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32394 members 
Mstep: Class 18 contains 39226 members 
Mstep: Class 19 contains 16115 members 
Mstep: Class 20 contains 53232 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61782 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78946 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827776.000000 Penalty: 267010.843750
Iteration 120F: 32 clusters Score -2.268278e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 496063 members 
Mstep: Class 3 contains 12316 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 38436 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 80519 members 
Mstep: Class 10 contains 10711 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 33138 members 
Mstep: Class 13 contains 64492 members 
Mstep: Class 14 contains 179741 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32383 members 
Mstep: Class 18 contains 39225 members 
Mstep: Class 19 contains 16097 members 
Mstep: Class 20 contains 53227 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61792 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 78986 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827744.000000 Penalty: 267010.843750
Iteration 121Q: 32 clusters Score -2.268277e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 495947 members 
Mstep: Class 3 contains 12328 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 38430 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 10 contains 10709 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 33267 members 
Mstep: Class 13 contains 64480 members 
Mstep: Class 14 contains 179728 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32369 members 
Mstep: Class 18 contains 39221 members 
Mstep: Class 19 contains 16075 members 
Mstep: Class 20 contains 53214 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61836 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79016 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827728.000000 Penalty: 267010.843750
Iteration 122Q: 32 clusters Score -2.268277e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 495826 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 38427 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 80508 members 
Mstep: Class 10 contains 10705 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 33420 members 
Mstep: Class 13 contains 64458 members 
Mstep: Class 14 contains 179717 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32355 members 
Mstep: Class 18 contains 39222 members 
Mstep: Class 19 contains 16047 members 
Mstep: Class 20 contains 53205 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61855 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79034 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827840.000000 Penalty: 267010.843750
Iteration 123Q: 32 clusters Score -2.268278e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 495685 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 8398 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 38421 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 80506 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 33616 members 
Mstep: Class 13 contains 64439 members 
Mstep: Class 14 contains 179701 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 32339 members 
Mstep: Class 18 contains 39232 members 
Mstep: Class 19 contains 16018 members 
Mstep: Class 20 contains 53188 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61866 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79043 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827936.000000 Penalty: 267010.843750
Iteration 124Q: 32 clusters Score -2.268279e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 495549 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 38419 members 
Mstep: Class 7 contains 5992 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 80493 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 33775 members 
Mstep: Class 13 contains 64438 members 
Mstep: Class 14 contains 179669 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32321 members 
Mstep: Class 18 contains 39229 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 53178 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61903 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79060 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827888.000000 Penalty: 267010.843750
Iteration 125Q: 32 clusters Score -2.268279e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 495346 members 
Mstep: Class 3 contains 12374 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 38415 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 80478 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 33976 members 
Mstep: Class 13 contains 64430 members 
Mstep: Class 14 contains 179642 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32303 members 
Mstep: Class 18 contains 39227 members 
Mstep: Class 19 contains 15971 members 
Mstep: Class 20 contains 53170 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 61974 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79082 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828384.000000 Penalty: 267010.843750
Iteration 126Q: 32 clusters Score -2.268284e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 495151 members 
Mstep: Class 3 contains 12387 members 
Mstep: Class 4 contains 8398 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 38418 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 2115 members 
Mstep: Class 12 contains 34147 members 
Mstep: Class 13 contains 64435 members 
Mstep: Class 14 contains 179623 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32283 members 
Mstep: Class 18 contains 39226 members 
Mstep: Class 19 contains 15943 members 
Mstep: Class 20 contains 53166 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62028 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79105 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828528.000000 Penalty: 267010.843750
Iteration 127Q: 32 clusters Score -2.268285e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 494920 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 8399 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 38417 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 80432 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 2118 members 
Mstep: Class 12 contains 34338 members 
Mstep: Class 13 contains 64439 members 
Mstep: Class 14 contains 179601 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32271 members 
Mstep: Class 18 contains 39221 members 
Mstep: Class 19 contains 15910 members 
Mstep: Class 20 contains 53163 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62121 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79132 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828368.000000 Penalty: 267010.843750
Iteration 128Q: 32 clusters Score -2.268284e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 494680 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 38411 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 80402 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 34504 members 
Mstep: Class 13 contains 64442 members 
Mstep: Class 14 contains 179572 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32255 members 
Mstep: Class 18 contains 39217 members 
Mstep: Class 19 contains 15866 members 
Mstep: Class 20 contains 53160 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62260 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79176 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828656.000000 Penalty: 267010.843750
Iteration 129Q: 32 clusters Score -2.268287e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 494428 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 38410 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 80369 members 
Mstep: Class 10 contains 10698 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 34667 members 
Mstep: Class 13 contains 64443 members 
Mstep: Class 14 contains 179538 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32238 members 
Mstep: Class 18 contains 39215 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 20 contains 53154 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62413 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79212 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828704.000000 Penalty: 267010.843750
Iteration 130Q: 32 clusters Score -2.268287e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 494199 members 
Mstep: Class 3 contains 12430 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 38401 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 34802 members 
Mstep: Class 13 contains 64431 members 
Mstep: Class 14 contains 179482 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32219 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 15818 members 
Mstep: Class 20 contains 53151 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62599 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79255 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828960.000000 Penalty: 267010.843750
Iteration 131Q: 32 clusters Score -2.26829e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 493942 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 38401 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 80272 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 34954 members 
Mstep: Class 13 contains 64434 members 
Mstep: Class 14 contains 179433 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1054 members 
Mstep: Class 17 contains 32200 members 
Mstep: Class 18 contains 39187 members 
Mstep: Class 19 contains 15796 members 
Mstep: Class 20 contains 53161 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62782 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79295 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828832.000000 Penalty: 267010.843750
Iteration 132Q: 32 clusters Score -2.268288e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 493697 members 
Mstep: Class 3 contains 12464 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 38397 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 80210 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 35082 members 
Mstep: Class 13 contains 64435 members 
Mstep: Class 14 contains 179377 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32183 members 
Mstep: Class 18 contains 39177 members 
Mstep: Class 19 contains 15776 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 62993 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79324 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829312.000000 Penalty: 267010.843750
Iteration 133Q: 32 clusters Score -2.268293e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 493423 members 
Mstep: Class 3 contains 12478 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 38394 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 80156 members 
Mstep: Class 10 contains 10680 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 35172 members 
Mstep: Class 13 contains 64441 members 
Mstep: Class 14 contains 179315 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32163 members 
Mstep: Class 18 contains 39171 members 
Mstep: Class 19 contains 15763 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 63253 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79348 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829232.000000 Penalty: 267010.843750
Iteration 134Q: 32 clusters Score -2.268292e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 493135 members 
Mstep: Class 3 contains 12492 members 
Mstep: Class 4 contains 8407 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 38393 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 80087 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 35234 members 
Mstep: Class 13 contains 64446 members 
Mstep: Class 14 contains 179246 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32152 members 
Mstep: Class 18 contains 39175 members 
Mstep: Class 19 contains 15750 members 
Mstep: Class 20 contains 53173 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 63547 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79387 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829408.000000 Penalty: 267010.843750
Iteration 135Q: 32 clusters Score -2.268294e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 492820 members 
Mstep: Class 3 contains 12501 members 
Mstep: Class 4 contains 8408 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 38398 members 
Mstep: Class 7 contains 5992 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 79998 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 64453 members 
Mstep: Class 14 contains 179175 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 32139 members 
Mstep: Class 18 contains 39174 members 
Mstep: Class 19 contains 15739 members 
Mstep: Class 20 contains 53174 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 63906 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79416 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829712.000000 Penalty: 267010.843750
Iteration 136Q: 32 clusters Score -2.268297e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 492449 members 
Mstep: Class 3 contains 12515 members 
Mstep: Class 4 contains 8406 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 38405 members 
Mstep: Class 7 contains 5992 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 79907 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 35364 members 
Mstep: Class 13 contains 64461 members 
Mstep: Class 14 contains 179083 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32130 members 
Mstep: Class 18 contains 39168 members 
Mstep: Class 19 contains 15730 members 
Mstep: Class 20 contains 53180 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 64369 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79436 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829920.000000 Penalty: 267010.843750
Iteration 137Q: 32 clusters Score -2.268299e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 492020 members 
Mstep: Class 3 contains 12529 members 
Mstep: Class 4 contains 8413 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 38408 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 79806 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 35414 members 
Mstep: Class 13 contains 64474 members 
Mstep: Class 14 contains 178953 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1054 members 
Mstep: Class 17 contains 32124 members 
Mstep: Class 18 contains 39154 members 
Mstep: Class 19 contains 15719 members 
Mstep: Class 20 contains 53183 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 64935 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79471 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830208.000000 Penalty: 267010.843750
Iteration 138Q: 32 clusters Score -2.268302e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 491480 members 
Mstep: Class 3 contains 12537 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 38409 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 79697 members 
Mstep: Class 10 contains 10676 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 35465 members 
Mstep: Class 13 contains 64489 members 
Mstep: Class 14 contains 178800 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 32117 members 
Mstep: Class 18 contains 39159 members 
Mstep: Class 19 contains 15711 members 
Mstep: Class 20 contains 53157 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 65632 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79515 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830992.000000 Penalty: 267010.843750
Iteration 139Q: 32 clusters Score -2.26831e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 490869 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 38404 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 79577 members 
Mstep: Class 10 contains 10673 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 35495 members 
Mstep: Class 13 contains 64495 members 
Mstep: Class 14 contains 178606 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 32111 members 
Mstep: Class 18 contains 39158 members 
Mstep: Class 19 contains 15702 members 
Mstep: Class 20 contains 53142 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 66460 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79583 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832112.000000 Penalty: 267010.843750
Iteration 140F: 32 clusters Score -2.268321e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 490154 members 
Mstep: Class 3 contains 12566 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 38398 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 79438 members 
Mstep: Class 10 contains 10669 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 35494 members 
Mstep: Class 13 contains 64515 members 
Mstep: Class 14 contains 178359 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 32102 members 
Mstep: Class 18 contains 39142 members 
Mstep: Class 19 contains 15694 members 
Mstep: Class 20 contains 53119 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 67490 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79671 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832864.000000 Penalty: 267010.843750
Iteration 141Q: 32 clusters Score -2.268329e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 489305 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 38399 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 79281 members 
Mstep: Class 10 contains 10661 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 35534 members 
Mstep: Class 13 contains 64544 members 
Mstep: Class 14 contains 178087 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 32099 members 
Mstep: Class 18 contains 39112 members 
Mstep: Class 19 contains 15687 members 
Mstep: Class 20 contains 53079 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 68677 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79741 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226834128.000000 Penalty: 267010.843750
Iteration 142Q: 32 clusters Score -2.268341e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 488357 members 
Mstep: Class 3 contains 12594 members 
Mstep: Class 4 contains 8420 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 38393 members 
Mstep: Class 7 contains 5997 members 
Mstep: Class 8 contains 12617 members 
Mstep: Class 9 contains 79083 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 35545 members 
Mstep: Class 13 contains 64576 members 
Mstep: Class 14 contains 177810 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 32096 members 
Mstep: Class 18 contains 39068 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 53040 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 70051 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6727 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79805 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836016.000000 Penalty: 267010.843750
Iteration 143Q: 32 clusters Score -2.26836e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 487322 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 38396 members 
Mstep: Class 7 contains 5998 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 78879 members 
Mstep: Class 10 contains 10649 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 35577 members 
Mstep: Class 13 contains 64599 members 
Mstep: Class 14 contains 177471 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 32087 members 
Mstep: Class 18 contains 39013 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 52969 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 71621 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79871 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226838416.000000 Penalty: 267010.843750
Iteration 144Q: 32 clusters Score -2.268384e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 486252 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 8426 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 38384 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 78649 members 
Mstep: Class 10 contains 10637 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 35624 members 
Mstep: Class 13 contains 64637 members 
Mstep: Class 14 contains 177135 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 32083 members 
Mstep: Class 18 contains 38952 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 52907 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 73192 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 79948 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226839968.000000 Penalty: 267010.843750
Iteration 145Q: 32 clusters Score -2.2684e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 485177 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 8428 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38374 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 78451 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 35693 members 
Mstep: Class 13 contains 64674 members 
Mstep: Class 14 contains 176853 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 32077 members 
Mstep: Class 18 contains 38915 members 
Mstep: Class 19 contains 15658 members 
Mstep: Class 20 contains 52844 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 74647 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6727 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80036 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840784.000000 Penalty: 267010.843750
Iteration 146Q: 32 clusters Score -2.268408e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 484231 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 8435 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38373 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 78240 members 
Mstep: Class 10 contains 10608 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 35745 members 
Mstep: Class 13 contains 64714 members 
Mstep: Class 14 contains 176589 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 32069 members 
Mstep: Class 18 contains 38872 members 
Mstep: Class 19 contains 15659 members 
Mstep: Class 20 contains 52801 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 75972 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6723 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80134 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842288.000000 Penalty: 267010.843750
Iteration 147Q: 32 clusters Score -2.268423e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 483470 members 
Mstep: Class 3 contains 12627 members 
Mstep: Class 4 contains 8440 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38358 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 78009 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 35820 members 
Mstep: Class 13 contains 64739 members 
Mstep: Class 14 contains 176354 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 32061 members 
Mstep: Class 18 contains 38831 members 
Mstep: Class 19 contains 15657 members 
Mstep: Class 20 contains 52744 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 77097 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80230 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226843968.000000 Penalty: 267010.843750
Iteration 148Q: 32 clusters Score -2.26844e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 482803 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 8456 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38355 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12634 members 
Mstep: Class 9 contains 77794 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 35865 members 
Mstep: Class 13 contains 64779 members 
Mstep: Class 14 contains 176153 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 32055 members 
Mstep: Class 18 contains 38792 members 
Mstep: Class 19 contains 15655 members 
Mstep: Class 20 contains 52678 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 78104 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80300 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845840.000000 Penalty: 267010.843750
Iteration 149Q: 32 clusters Score -2.268458e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 482283 members 
Mstep: Class 3 contains 12614 members 
Mstep: Class 4 contains 8465 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38346 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12634 members 
Mstep: Class 9 contains 77587 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 35875 members 
Mstep: Class 13 contains 64814 members 
Mstep: Class 14 contains 176004 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 32051 members 
Mstep: Class 18 contains 38744 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 20 contains 52626 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 78973 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10208 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80378 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846688.000000 Penalty: 267010.843750
Iteration 150Q: 32 clusters Score -2.268467e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 481832 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 8473 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38353 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 77382 members 
Mstep: Class 10 contains 10536 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 35906 members 
Mstep: Class 13 contains 64823 members 
Mstep: Class 14 contains 175903 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 32047 members 
Mstep: Class 18 contains 38712 members 
Mstep: Class 19 contains 15649 members 
Mstep: Class 20 contains 52583 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 79689 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80429 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846832.000000 Penalty: 267010.843750
Iteration 151Q: 32 clusters Score -2.268468e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 481491 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 8482 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 38351 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 77207 members 
Mstep: Class 10 contains 10519 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 35938 members 
Mstep: Class 13 contains 64834 members 
Mstep: Class 14 contains 175809 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 32045 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 15646 members 
Mstep: Class 20 contains 52540 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 80278 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80477 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847920.000000 Penalty: 267010.843750
Iteration 152Q: 32 clusters Score -2.268479e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 481262 members 
Mstep: Class 3 contains 12622 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 38344 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 77061 members 
Mstep: Class 10 contains 10507 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 35964 members 
Mstep: Class 13 contains 64846 members 
Mstep: Class 14 contains 175755 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 32045 members 
Mstep: Class 18 contains 38657 members 
Mstep: Class 19 contains 15642 members 
Mstep: Class 20 contains 52491 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 80701 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80515 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848528.000000 Penalty: 267010.843750
Iteration 153Q: 32 clusters Score -2.268485e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 481052 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 38336 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 76954 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 35988 members 
Mstep: Class 13 contains 64855 members 
Mstep: Class 14 contains 175722 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 32048 members 
Mstep: Class 18 contains 38646 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 52458 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81037 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80547 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848592.000000 Penalty: 267010.843750
Iteration 154Q: 32 clusters Score -2.268486e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 480933 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8502 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 38332 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 76854 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 36004 members 
Mstep: Class 13 contains 64858 members 
Mstep: Class 14 contains 175694 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 32046 members 
Mstep: Class 18 contains 38636 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 52420 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81295 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80585 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849328.000000 Penalty: 267010.843750
Iteration 155Q: 32 clusters Score -2.268493e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 480800 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 12648 members 
Mstep: Class 9 contains 76792 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 36028 members 
Mstep: Class 13 contains 64860 members 
Mstep: Class 14 contains 175667 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 32045 members 
Mstep: Class 18 contains 38629 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 52398 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81507 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6719 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80617 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849440.000000 Penalty: 267010.843750
Iteration 156Q: 32 clusters Score -2.268494e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 480700 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 38328 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 76731 members 
Mstep: Class 10 contains 10434 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 36038 members 
Mstep: Class 13 contains 64876 members 
Mstep: Class 14 contains 175656 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 32045 members 
Mstep: Class 18 contains 38608 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 52377 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81694 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6717 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80632 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849920.000000 Penalty: 267010.843750
Iteration 157Q: 32 clusters Score -2.268499e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 480613 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 8515 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 76674 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 36059 members 
Mstep: Class 13 contains 64884 members 
Mstep: Class 14 contains 175630 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32047 members 
Mstep: Class 18 contains 38598 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 52356 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81848 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80653 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850032.000000 Penalty: 267010.843750
Iteration 158Q: 32 clusters Score -2.2685e+08 nChanged 455
Entering ConstructFrom: 
Score: -226850032.000000 Penalty: 267010.843750
Entering ConstructFrom: 
Trying to split cluster 1 (26140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Entering Unmasked Estep 
Score: -4486624.000000 Penalty: 6229.873535
	Iteration 0F: 2 clusters Score -4486624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4466147.000000 Penalty: 12459.747070
	Iteration 0F: 3 clusters Score -4466147 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4471838.500000 Penalty: 12459.747070
	Iteration 1F: 3 clusters Score -4471838 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4472649.000000 Penalty: 12459.747070
	Iteration 2F: 3 clusters Score -4472649 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4473329.000000 Penalty: 12459.747070
	Iteration 3F: 3 clusters Score -4473329 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -4474020.000000 Penalty: 12459.747070
	Iteration 4Q: 3 clusters Score -4474020 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4474677.000000 Penalty: 12459.747070
	Iteration 5Q: 3 clusters Score -4474677 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4475330.000000 Penalty: 12459.747070
	Iteration 6Q: 3 clusters Score -4475330 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4475933.500000 Penalty: 12459.747070
	Iteration 7Q: 3 clusters Score -4475934 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4476506.500000 Penalty: 12459.747070
	Iteration 8Q: 3 clusters Score -4476506 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4477016.000000 Penalty: 12459.747070
	Iteration 9Q: 3 clusters Score -4477016 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -4477502.500000 Penalty: 12459.747070
	Iteration 10Q: 3 clusters Score -4477502 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4477879.000000 Penalty: 12459.747070
	Iteration 11Q: 3 clusters Score -4477879 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4478297.000000 Penalty: 12459.747070
	Iteration 12Q: 3 clusters Score -4478297 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4478733.000000 Penalty: 12459.747070
	Iteration 13Q: 3 clusters Score -4478733 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4479139.500000 Penalty: 12459.747070
	Iteration 14Q: 3 clusters Score -4479140 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4479533.500000 Penalty: 12459.747070
	Iteration 15Q: 3 clusters Score -4479534 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4479973.500000 Penalty: 12459.747070
	Iteration 16Q: 3 clusters Score -4479974 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4480409.500000 Penalty: 12459.747070
	Iteration 17Q: 3 clusters Score -4480410 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4480912.500000 Penalty: 12459.747070
	Iteration 18Q: 3 clusters Score -4480912 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4481416.500000 Penalty: 12459.747070
	Iteration 19Q: 3 clusters Score -4481416 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4481924.000000 Penalty: 12459.747070
	Iteration 20F: 3 clusters Score -4481924 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4482425.500000 Penalty: 12459.747070
	Iteration 21Q: 3 clusters Score -4482426 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4482846.000000 Penalty: 12459.747070
	Iteration 22Q: 3 clusters Score -4482846 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4483207.000000 Penalty: 12459.747070
	Iteration 23Q: 3 clusters Score -4483207 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4483440.500000 Penalty: 12459.747070
	Iteration 24Q: 3 clusters Score -4483440 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4483638.500000 Penalty: 12459.747070
	Iteration 25Q: 3 clusters Score -4483638 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4483754.500000 Penalty: 12459.747070
	Iteration 26Q: 3 clusters Score -4483754 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4483827.000000 Penalty: 12459.747070
	Iteration 27Q: 3 clusters Score -4483827 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4483896.000000 Penalty: 12459.747070
	Iteration 28Q: 3 clusters Score -4483896 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4483947.500000 Penalty: 12459.747070
	Iteration 29Q: 3 clusters Score -4483948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4483979.500000 Penalty: 12459.747070
	Iteration 30Q: 3 clusters Score -4483980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4484017.500000 Penalty: 12459.747070
	Iteration 31Q: 3 clusters Score -4484018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4484022.000000 Penalty: 12459.747070
	Iteration 32Q: 3 clusters Score -4484022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4484060.500000 Penalty: 12459.747070
	Iteration 33Q: 3 clusters Score -4484060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4484078.000000 Penalty: 12459.747070
	Iteration 34Q: 3 clusters Score -4484078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4484090.500000 Penalty: 12459.747070
	Iteration 35Q: 3 clusters Score -4484090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4484086.000000 Penalty: 12459.747070
	Iteration 36Q: 3 clusters Score -4484086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4484102.500000 Penalty: 12459.747070
	Iteration 37Q: 3 clusters Score -4484102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4484102.500000 Penalty: 12459.747070
	Iteration 38Q: 3 clusters Score -4484102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4484107.500000 Penalty: 12459.747070
	Iteration 39Q: 3 clusters Score -4484108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4484112.500000 Penalty: 12459.747070
	Iteration 40F: 3 clusters Score -4484112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4484118.000000 Penalty: 12459.747070
	Iteration 41Q: 3 clusters Score -4484118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4484123.000000 Penalty: 12459.747070
	Iteration 42Q: 3 clusters Score -4484123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4484125.000000 Penalty: 12459.747070
	Iteration 43Q: 3 clusters Score -4484125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4484130.000000 Penalty: 12459.747070
	Iteration 44Q: 3 clusters Score -4484130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4484136.000000 Penalty: 12459.747070
	Iteration 45Q: 3 clusters Score -4484136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4484133.500000 Penalty: 12459.747070
	Iteration 46Q: 3 clusters Score -4484134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4484128.500000 Penalty: 12459.747070
	Iteration 47Q: 3 clusters Score -4484128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4484128.500000 Penalty: 12459.747070
	Iteration 48Q: 3 clusters Score -4484128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4484132.000000 Penalty: 12459.747070
	Iteration 49Q: 3 clusters Score -4484132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4484130.000000 Penalty: 12459.747070
	Iteration 50Q: 3 clusters Score -4484130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4484137.000000 Penalty: 12459.747070
	Iteration 51Q: 3 clusters Score -4484137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4484135.500000 Penalty: 12459.747070
	Iteration 52Q: 3 clusters Score -4484136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4484140.000000 Penalty: 12459.747070
	Iteration 53Q: 3 clusters Score -4484140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4484140.000000 Penalty: 12459.747070
	Iteration 54Q: 3 clusters Score -4484140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4484138.000000 Penalty: 12459.747070
	Iteration 55Q: 3 clusters Score -4484138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4484137.000000 Penalty: 12459.747070
	Iteration 56Q: 3 clusters Score -4484137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4484141.500000 Penalty: 12459.747070
	Iteration 57Q: 3 clusters Score -4484142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4484143.500000 Penalty: 12459.747070
	Iteration 58Q: 3 clusters Score -4484144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4484142.500000 Penalty: 12459.747070
	Iteration 59Q: 3 clusters Score -4484142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4484147.000000 Penalty: 12459.747070
	Iteration 60F: 3 clusters Score -4484147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4484149.500000 Penalty: 12459.747070
	Iteration 61Q: 3 clusters Score -4484150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4484151.000000 Penalty: 12459.747070
	Iteration 62Q: 3 clusters Score -4484151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4484146.000000 Penalty: 12459.747070
	Iteration 63Q: 3 clusters Score -4484146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4484148.000000 Penalty: 12459.747070
	Iteration 64Q: 3 clusters Score -4484148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4484150.500000 Penalty: 12459.747070
	Iteration 65Q: 3 clusters Score -4484150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4484156.000000 Penalty: 12459.747070
	Iteration 66Q: 3 clusters Score -4484156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4484147.000000 Penalty: 12459.747070
	Iteration 67Q: 3 clusters Score -4484147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4484155.500000 Penalty: 12459.747070
	Iteration 68Q: 3 clusters Score -4484156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4484157.500000 Penalty: 12459.747070
	Iteration 69Q: 3 clusters Score -4484158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4484159.000000 Penalty: 12459.747070
	Iteration 70Q: 3 clusters Score -4484159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4484156.500000 Penalty: 12459.747070
	Iteration 71Q: 3 clusters Score -4484156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4484157.000000 Penalty: 12459.747070
	Iteration 72Q: 3 clusters Score -4484157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4484159.000000 Penalty: 12459.747070
	Iteration 73Q: 3 clusters Score -4484159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4484159.000000 Penalty: 12459.747070
	Iteration 74F: 3 clusters Score -4484159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480550 members 
Entering Unmasked Estep 
Score: -86818736.000000 Penalty: 8013.145508
	Iteration 0F: 2 clusters Score -8.681874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240139 members 
Mstep: Class 2 contains 240411 members 
Entering Unmasked Estep 
Score: -86518928.000000 Penalty: 16026.291016
	Iteration 0F: 3 clusters Score -8.651893e+07 nChanged 230859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232218 members 
Mstep: Class 2 contains 248332 members 
Entering Unmasked Estep 
Score: -86656488.000000 Penalty: 16026.291016
	Iteration 1F: 3 clusters Score -8.665649e+07 nChanged 15308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226872 members 
Mstep: Class 2 contains 253678 members 
Entering Unmasked Estep 
Score: -86660328.000000 Penalty: 16026.291016
	Iteration 2Q: 3 clusters Score -8.666033e+07 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218661 members 
Mstep: Class 2 contains 261889 members 
Entering Unmasked Estep 
Score: -86666424.000000 Penalty: 16026.291016
	Iteration 3Q: 3 clusters Score -8.666642e+07 nChanged 21652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206725 members 
Mstep: Class 2 contains 273825 members 
Entering Unmasked Estep 
Score: -86675096.000000 Penalty: 16026.291016
	Iteration 4Q: 3 clusters Score -8.66751e+07 nChanged 25930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189785 members 
Mstep: Class 2 contains 290765 members 
Entering Unmasked Estep 
Score: -86688368.000000 Penalty: 16026.291016
	Iteration 5F: 3 clusters Score -8.668837e+07 nChanged 29577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 313178 members 
Entering Unmasked Estep 
Score: -86704904.000000 Penalty: 16026.291016
	Iteration 6F: 3 clusters Score -8.67049e+07 nChanged 32341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139821 members 
Mstep: Class 2 contains 340729 members 
Entering Unmasked Estep 
Score: -86725352.000000 Penalty: 16026.291016
	Iteration 7F: 3 clusters Score -8.672535e+07 nChanged 33909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 372292 members 
Entering Unmasked Estep 
Score: -86750232.000000 Penalty: 16026.291016
	Iteration 8F: 3 clusters Score -8.675023e+07 nChanged 32936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 404514 members 
Entering Unmasked Estep 
Score: -86777424.000000 Penalty: 16026.291016
	Iteration 9F: 3 clusters Score -8.677742e+07 nChanged 27880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 432266 members 
Entering Unmasked Estep 
Score: -86799008.000000 Penalty: 16026.291016
	Iteration 10F: 3 clusters Score -8.679901e+07 nChanged 19883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 452123 members 
Entering Unmasked Estep 
Score: -86811592.000000 Penalty: 16026.291016
	Iteration 11Q: 3 clusters Score -8.681159e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 464051 members 
Entering Unmasked Estep 
Score: -86815952.000000 Penalty: 16026.291016
	Iteration 12Q: 3 clusters Score -8.681595e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 470235 members 
Entering Unmasked Estep 
Score: -86816920.000000 Penalty: 16026.291016
	Iteration 13Q: 3 clusters Score -8.681692e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 473260 members 
Entering Unmasked Estep 
Score: -86817256.000000 Penalty: 16026.291016
	Iteration 14Q: 3 clusters Score -8.681726e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 474745 members 
Entering Unmasked Estep 
Score: -86817328.000000 Penalty: 16026.291016
	Iteration 15Q: 3 clusters Score -8.681733e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 475465 members 
Entering Unmasked Estep 
Score: -86817112.000000 Penalty: 16026.291016
	Iteration 16Q: 3 clusters Score -8.681711e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 475896 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 17Q: 3 clusters Score -8.681718e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 476156 members 
Entering Unmasked Estep 
Score: -86817176.000000 Penalty: 16026.291016
	Iteration 18Q: 3 clusters Score -8.681718e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 476325 members 
Entering Unmasked Estep 
Score: -86817096.000000 Penalty: 16026.291016
	Iteration 19Q: 3 clusters Score -8.68171e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 476456 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 20F: 3 clusters Score -8.681714e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 476535 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 21Q: 3 clusters Score -8.681714e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 476619 members 
Entering Unmasked Estep 
Score: -86817032.000000 Penalty: 16026.291016
	Iteration 22Q: 3 clusters Score -8.681703e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 476676 members 
Entering Unmasked Estep 
Score: -86817104.000000 Penalty: 16026.291016
	Iteration 23Q: 3 clusters Score -8.68171e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 476723 members 
Entering Unmasked Estep 
Score: -86817040.000000 Penalty: 16026.291016
	Iteration 24Q: 3 clusters Score -8.681704e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 476760 members 
Entering Unmasked Estep 
Score: -86817088.000000 Penalty: 16026.291016
	Iteration 25Q: 3 clusters Score -8.681709e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 476789 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 26Q: 3 clusters Score -8.68172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 476822 members 
Entering Unmasked Estep 
Score: -86817152.000000 Penalty: 16026.291016
	Iteration 27Q: 3 clusters Score -8.681715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 476840 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 28Q: 3 clusters Score -8.681718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 476858 members 
Entering Unmasked Estep 
Score: -86817088.000000 Penalty: 16026.291016
	Iteration 29Q: 3 clusters Score -8.681709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 476875 members 
Entering Unmasked Estep 
Score: -86817056.000000 Penalty: 16026.291016
	Iteration 30Q: 3 clusters Score -8.681706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 476887 members 
Entering Unmasked Estep 
Score: -86817064.000000 Penalty: 16026.291016
	Iteration 31Q: 3 clusters Score -8.681706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 476899 members 
Entering Unmasked Estep 
Score: -86817064.000000 Penalty: 16026.291016
	Iteration 32Q: 3 clusters Score -8.681706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 476911 members 
Entering Unmasked Estep 
Score: -86817112.000000 Penalty: 16026.291016
	Iteration 33Q: 3 clusters Score -8.681711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 476922 members 
Entering Unmasked Estep 
Score: -86817088.000000 Penalty: 16026.291016
	Iteration 34Q: 3 clusters Score -8.681709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 476933 members 
Entering Unmasked Estep 
Score: -86817096.000000 Penalty: 16026.291016
	Iteration 35Q: 3 clusters Score -8.68171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 476940 members 
Entering Unmasked Estep 
Score: -86817104.000000 Penalty: 16026.291016
	Iteration 36Q: 3 clusters Score -8.68171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 476946 members 
Entering Unmasked Estep 
Score: -86817112.000000 Penalty: 16026.291016
	Iteration 37Q: 3 clusters Score -8.681711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 476951 members 
Entering Unmasked Estep 
Score: -86817128.000000 Penalty: 16026.291016
	Iteration 38Q: 3 clusters Score -8.681713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 476959 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 39Q: 3 clusters Score -8.681714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 476962 members 
Entering Unmasked Estep 
Score: -86817056.000000 Penalty: 16026.291016
	Iteration 40F: 3 clusters Score -8.681706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 476963 members 
Entering Unmasked Estep 
Score: -86817096.000000 Penalty: 16026.291016
	Iteration 41Q: 3 clusters Score -8.68171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 476972 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 42Q: 3 clusters Score -8.681714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 476977 members 
Entering Unmasked Estep 
Score: -86817112.000000 Penalty: 16026.291016
	Iteration 43Q: 3 clusters Score -8.681711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 476979 members 
Entering Unmasked Estep 
Score: -86817096.000000 Penalty: 16026.291016
	Iteration 44Q: 3 clusters Score -8.68171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 476984 members 
Entering Unmasked Estep 
Score: -86817104.000000 Penalty: 16026.291016
	Iteration 45Q: 3 clusters Score -8.68171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 476987 members 
Entering Unmasked Estep 
Score: -86817096.000000 Penalty: 16026.291016
	Iteration 46Q: 3 clusters Score -8.68171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 476989 members 
Entering Unmasked Estep 
Score: -86817088.000000 Penalty: 16026.291016
	Iteration 47Q: 3 clusters Score -8.681709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 476994 members 
Entering Unmasked Estep 
Score: -86817120.000000 Penalty: 16026.291016
	Iteration 48Q: 3 clusters Score -8.681712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 476997 members 
Entering Unmasked Estep 
Score: -86817112.000000 Penalty: 16026.291016
	Iteration 49Q: 3 clusters Score -8.681711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 476994 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 50Q: 3 clusters Score -8.681718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 476995 members 
Entering Unmasked Estep 
Score: -86817152.000000 Penalty: 16026.291016
	Iteration 51Q: 3 clusters Score -8.681715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 476991 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 52Q: 3 clusters Score -8.681718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 476990 members 
Entering Unmasked Estep 
Score: -86817216.000000 Penalty: 16026.291016
	Iteration 53Q: 3 clusters Score -8.681722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 476993 members 
Entering Unmasked Estep 
Score: -86817176.000000 Penalty: 16026.291016
	Iteration 54Q: 3 clusters Score -8.681718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 476998 members 
Entering Unmasked Estep 
Score: -86817216.000000 Penalty: 16026.291016
	Iteration 55Q: 3 clusters Score -8.681722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 476999 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 56Q: 3 clusters Score -8.681718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 477000 members 
Entering Unmasked Estep 
Score: -86817168.000000 Penalty: 16026.291016
	Iteration 57Q: 3 clusters Score -8.681717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 477002 members 
Entering Unmasked Estep 
Score: -86817192.000000 Penalty: 16026.291016
	Iteration 58Q: 3 clusters Score -8.681719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 477006 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 59Q: 3 clusters Score -8.681718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 477010 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 60F: 3 clusters Score -8.68172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 477015 members 
Entering Unmasked Estep 
Score: -86817240.000000 Penalty: 16026.291016
	Iteration 61Q: 3 clusters Score -8.681724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 477018 members 
Entering Unmasked Estep 
Score: -86817208.000000 Penalty: 16026.291016
	Iteration 62Q: 3 clusters Score -8.681721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 477019 members 
Entering Unmasked Estep 
Score: -86817192.000000 Penalty: 16026.291016
	Iteration 63Q: 3 clusters Score -8.681719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 477027 members 
Entering Unmasked Estep 
Score: -86817144.000000 Penalty: 16026.291016
	Iteration 64Q: 3 clusters Score -8.681714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 477031 members 
Entering Unmasked Estep 
Score: -86817176.000000 Penalty: 16026.291016
	Iteration 65Q: 3 clusters Score -8.681718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 477037 members 
Entering Unmasked Estep 
Score: -86817160.000000 Penalty: 16026.291016
	Iteration 66Q: 3 clusters Score -8.681716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 477039 members 
Entering Unmasked Estep 
Score: -86817160.000000 Penalty: 16026.291016
	Iteration 67Q: 3 clusters Score -8.681716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 477040 members 
Entering Unmasked Estep 
Score: -86817160.000000 Penalty: 16026.291016
	Iteration 68Q: 3 clusters Score -8.681716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 477045 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 69Q: 3 clusters Score -8.681714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 477046 members 
Entering Unmasked Estep 
Score: -86817208.000000 Penalty: 16026.291016
	Iteration 70Q: 3 clusters Score -8.681721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 477048 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 71Q: 3 clusters Score -8.68172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 477049 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 72Q: 3 clusters Score -8.68172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 477050 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 73Q: 3 clusters Score -8.68172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 477050 members 
Entering Unmasked Estep 
Score: -86817168.000000 Penalty: 16026.291016
	Iteration 74Q: 3 clusters Score -8.681717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 477051 members 
Entering Unmasked Estep 
Score: -86817168.000000 Penalty: 16026.291016
	Iteration 75Q: 3 clusters Score -8.681717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 477054 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 76Q: 3 clusters Score -8.681718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 477058 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 77Q: 3 clusters Score -8.68172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 477064 members 
Entering Unmasked Estep 
Score: -86817208.000000 Penalty: 16026.291016
	Iteration 78Q: 3 clusters Score -8.681721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 477065 members 
Entering Unmasked Estep 
Score: -86817192.000000 Penalty: 16026.291016
	Iteration 79Q: 3 clusters Score -8.681719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 477067 members 
Entering Unmasked Estep 
Score: -86817192.000000 Penalty: 16026.291016
	Iteration 80F: 3 clusters Score -8.681719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 477068 members 
Entering Unmasked Estep 
Score: -86817200.000000 Penalty: 16026.291016
	Iteration 81Q: 3 clusters Score -8.68172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 477073 members 
Entering Unmasked Estep 
Score: -86817152.000000 Penalty: 16026.291016
	Iteration 82Q: 3 clusters Score -8.681715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 477081 members 
Entering Unmasked Estep 
Score: -86817144.000000 Penalty: 16026.291016
	Iteration 83Q: 3 clusters Score -8.681714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 477084 members 
Entering Unmasked Estep 
Score: -86817160.000000 Penalty: 16026.291016
	Iteration 84Q: 3 clusters Score -8.681716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 477089 members 
Entering Unmasked Estep 
Score: -86817184.000000 Penalty: 16026.291016
	Iteration 85Q: 3 clusters Score -8.681718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 477092 members 
Entering Unmasked Estep 
Score: -86817192.000000 Penalty: 16026.291016
	Iteration 86Q: 3 clusters Score -8.681719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 477097 members 
Entering Unmasked Estep 
Score: -86817152.000000 Penalty: 16026.291016
	Iteration 87Q: 3 clusters Score -8.681715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 477100 members 
Entering Unmasked Estep 
Score: -86817128.000000 Penalty: 16026.291016
	Iteration 88Q: 3 clusters Score -8.681713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 477100 members 
Entering Unmasked Estep 
Score: -86817144.000000 Penalty: 16026.291016
	Iteration 89Q: 3 clusters Score -8.681714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 477104 members 
Entering Unmasked Estep 
Score: -86817120.000000 Penalty: 16026.291016
	Iteration 90Q: 3 clusters Score -8.681712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 477105 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 91Q: 3 clusters Score -8.681714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 477108 members 
Entering Unmasked Estep 
Score: -86817168.000000 Penalty: 16026.291016
	Iteration 92Q: 3 clusters Score -8.681717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 477113 members 
Entering Unmasked Estep 
Score: -86817144.000000 Penalty: 16026.291016
	Iteration 93Q: 3 clusters Score -8.681714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 477117 members 
Entering Unmasked Estep 
Score: -86817160.000000 Penalty: 16026.291016
	Iteration 94Q: 3 clusters Score -8.681716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 477120 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 95Q: 3 clusters Score -8.681714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 477120 members 
Entering Unmasked Estep 
Score: -86817136.000000 Penalty: 16026.291016
	Iteration 96Q: 3 clusters Score -8.681714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 477125 members 
Entering Unmasked Estep 
Score: -86817080.000000 Penalty: 16026.291016
	Iteration 97Q: 3 clusters Score -8.681708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 477128 members 
Entering Unmasked Estep 
Score: -86817096.000000 Penalty: 16026.291016
	Iteration 98Q: 3 clusters Score -8.68171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 477131 members 
Entering Unmasked Estep 
Score: -86817104.000000 Penalty: 16026.291016
	Iteration 99Q: 3 clusters Score -8.68171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 477131 members 
Entering Unmasked Estep 
Score: -86817088.000000 Penalty: 16026.291016
	Iteration 100F: 3 clusters Score -8.681709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 477131 members 
Entering Unmasked Estep 
Score: -86817088.000000 Penalty: 16026.291016
	Iteration 101Q: 3 clusters Score -8.681709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 477134 members 
Entering Unmasked Estep 
Score: -86817112.000000 Penalty: 16026.291016
	Iteration 102Q: 3 clusters Score -8.681711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 477135 members 
Entering Unmasked Estep 
Score: -86817120.000000 Penalty: 16026.291016
	Iteration 103Q: 3 clusters Score -8.681712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 477138 members 
Entering Unmasked Estep 
Score: -86817128.000000 Penalty: 16026.291016
	Iteration 104Q: 3 clusters Score -8.681713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 477139 members 
Entering Unmasked Estep 
Score: -86817128.000000 Penalty: 16026.291016
	Iteration 105Q: 3 clusters Score -8.681713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 477139 members 
Entering Unmasked Estep 
Score: -86817128.000000 Penalty: 16026.291016
	Iteration 106F: 3 clusters Score -8.681713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Entering Unmasked Estep 
Score: -2127453.000000 Penalty: 5782.937988
	Iteration 0F: 2 clusters Score -2127453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2115573.500000 Penalty: 11565.875977
	Iteration 0F: 3 clusters Score -2115574 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2118269.250000 Penalty: 11565.875977
	Iteration 1F: 3 clusters Score -2118269 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2118911.250000 Penalty: 11565.875977
	Iteration 2F: 3 clusters Score -2118911 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2119398.250000 Penalty: 11565.875977
	Iteration 3F: 3 clusters Score -2119398 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2119842.750000 Penalty: 11565.875977
	Iteration 4F: 3 clusters Score -2119843 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2120210.750000 Penalty: 11565.875977
	Iteration 5Q: 3 clusters Score -2120211 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2120598.000000 Penalty: 11565.875977
	Iteration 6Q: 3 clusters Score -2120598 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2121014.750000 Penalty: 11565.875977
	Iteration 7Q: 3 clusters Score -2121015 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2121459.750000 Penalty: 11565.875977
	Iteration 8Q: 3 clusters Score -2121460 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2121869.500000 Penalty: 11565.875977
	Iteration 9Q: 3 clusters Score -2121870 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2122176.750000 Penalty: 11565.875977
	Iteration 10Q: 3 clusters Score -2122177 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2122386.000000 Penalty: 11565.875977
	Iteration 11Q: 3 clusters Score -2122386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2122525.000000 Penalty: 11565.875977
	Iteration 12Q: 3 clusters Score -2122525 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2122627.500000 Penalty: 11565.875977
	Iteration 13Q: 3 clusters Score -2122628 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2122694.750000 Penalty: 11565.875977
	Iteration 14Q: 3 clusters Score -2122695 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2122758.500000 Penalty: 11565.875977
	Iteration 15Q: 3 clusters Score -2122758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2122790.250000 Penalty: 11565.875977
	Iteration 16Q: 3 clusters Score -2122790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2122822.500000 Penalty: 11565.875977
	Iteration 17Q: 3 clusters Score -2122822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2122848.000000 Penalty: 11565.875977
	Iteration 18Q: 3 clusters Score -2122848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2122864.500000 Penalty: 11565.875977
	Iteration 19Q: 3 clusters Score -2122864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2122881.250000 Penalty: 11565.875977
	Iteration 20F: 3 clusters Score -2122881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2122895.750000 Penalty: 11565.875977
	Iteration 21Q: 3 clusters Score -2122896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2122907.500000 Penalty: 11565.875977
	Iteration 22Q: 3 clusters Score -2122908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2122917.250000 Penalty: 11565.875977
	Iteration 23Q: 3 clusters Score -2122917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2122933.000000 Penalty: 11565.875977
	Iteration 24Q: 3 clusters Score -2122933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2122937.500000 Penalty: 11565.875977
	Iteration 25Q: 3 clusters Score -2122938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2122942.250000 Penalty: 11565.875977
	Iteration 26Q: 3 clusters Score -2122942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2122951.000000 Penalty: 11565.875977
	Iteration 27Q: 3 clusters Score -2122951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2122950.250000 Penalty: 11565.875977
	Iteration 28Q: 3 clusters Score -2122950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2122955.500000 Penalty: 11565.875977
	Iteration 29Q: 3 clusters Score -2122956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2122958.500000 Penalty: 11565.875977
	Iteration 30Q: 3 clusters Score -2122958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2122961.750000 Penalty: 11565.875977
	Iteration 31Q: 3 clusters Score -2122962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2122966.750000 Penalty: 11565.875977
	Iteration 32Q: 3 clusters Score -2122967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2122971.750000 Penalty: 11565.875977
	Iteration 33Q: 3 clusters Score -2122972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2122973.000000 Penalty: 11565.875977
	Iteration 34Q: 3 clusters Score -2122973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2122972.500000 Penalty: 11565.875977
	Iteration 35Q: 3 clusters Score -2122972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2122976.750000 Penalty: 11565.875977
	Iteration 36Q: 3 clusters Score -2122977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2122972.750000 Penalty: 11565.875977
	Iteration 37Q: 3 clusters Score -2122973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2122980.000000 Penalty: 11565.875977
	Iteration 38Q: 3 clusters Score -2122980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2122983.000000 Penalty: 11565.875977
	Iteration 39Q: 3 clusters Score -2122983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2122990.500000 Penalty: 11565.875977
	Iteration 40F: 3 clusters Score -2122990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2122990.000000 Penalty: 11565.875977
	Iteration 41Q: 3 clusters Score -2122990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2122993.500000 Penalty: 11565.875977
	Iteration 42Q: 3 clusters Score -2122994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2122996.500000 Penalty: 11565.875977
	Iteration 43Q: 3 clusters Score -2122996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2122995.000000 Penalty: 11565.875977
	Iteration 44Q: 3 clusters Score -2122995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2122999.500000 Penalty: 11565.875977
	Iteration 45Q: 3 clusters Score -2123000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2122999.750000 Penalty: 11565.875977
	Iteration 46Q: 3 clusters Score -2123000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2122998.250000 Penalty: 11565.875977
	Iteration 47Q: 3 clusters Score -2122998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2122999.750000 Penalty: 11565.875977
	Iteration 48Q: 3 clusters Score -2123000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2123005.250000 Penalty: 11565.875977
	Iteration 49Q: 3 clusters Score -2123005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2123006.750000 Penalty: 11565.875977
	Iteration 50Q: 3 clusters Score -2123007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2123008.500000 Penalty: 11565.875977
	Iteration 51Q: 3 clusters Score -2123008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2123013.250000 Penalty: 11565.875977
	Iteration 52Q: 3 clusters Score -2123013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2123015.500000 Penalty: 11565.875977
	Iteration 53Q: 3 clusters Score -2123016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2123013.250000 Penalty: 11565.875977
	Iteration 54Q: 3 clusters Score -2123013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2123015.500000 Penalty: 11565.875977
	Iteration 55Q: 3 clusters Score -2123016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2123014.000000 Penalty: 11565.875977
	Iteration 56Q: 3 clusters Score -2123014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2123011.500000 Penalty: 11565.875977
	Iteration 57Q: 3 clusters Score -2123012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2123019.000000 Penalty: 11565.875977
	Iteration 58Q: 3 clusters Score -2123019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2123020.250000 Penalty: 11565.875977
	Iteration 59Q: 3 clusters Score -2123020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2123020.000000 Penalty: 11565.875977
	Iteration 60F: 3 clusters Score -2123020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Entering Unmasked Estep 
Score: -1475080.875000 Penalty: 5543.374023
	Iteration 0F: 2 clusters Score -1475081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1465723.375000 Penalty: 11086.748047
	Iteration 0F: 3 clusters Score -1465723 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1467546.875000 Penalty: 11086.748047
	Iteration 1F: 3 clusters Score -1467547 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1468094.000000 Penalty: 11086.748047
	Iteration 2F: 3 clusters Score -1468094 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1468400.500000 Penalty: 11086.748047
	Iteration 3F: 3 clusters Score -1468400 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1468577.125000 Penalty: 11086.748047
	Iteration 4Q: 3 clusters Score -1468577 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1468714.500000 Penalty: 11086.748047
	Iteration 5Q: 3 clusters Score -1468714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1468847.625000 Penalty: 11086.748047
	Iteration 6Q: 3 clusters Score -1468848 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1468955.500000 Penalty: 11086.748047
	Iteration 7Q: 3 clusters Score -1468956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1469050.125000 Penalty: 11086.748047
	Iteration 8Q: 3 clusters Score -1469050 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1469160.625000 Penalty: 11086.748047
	Iteration 9Q: 3 clusters Score -1469161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1469270.750000 Penalty: 11086.748047
	Iteration 10Q: 3 clusters Score -1469271 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1469370.875000 Penalty: 11086.748047
	Iteration 11Q: 3 clusters Score -1469371 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1469454.250000 Penalty: 11086.748047
	Iteration 12Q: 3 clusters Score -1469454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1469526.875000 Penalty: 11086.748047
	Iteration 13Q: 3 clusters Score -1469527 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1469606.125000 Penalty: 11086.748047
	Iteration 14Q: 3 clusters Score -1469606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1469689.625000 Penalty: 11086.748047
	Iteration 15Q: 3 clusters Score -1469690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1469772.750000 Penalty: 11086.748047
	Iteration 16Q: 3 clusters Score -1469773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1469850.250000 Penalty: 11086.748047
	Iteration 17Q: 3 clusters Score -1469850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1469933.625000 Penalty: 11086.748047
	Iteration 18Q: 3 clusters Score -1469934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1470022.125000 Penalty: 11086.748047
	Iteration 19Q: 3 clusters Score -1470022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1470108.000000 Penalty: 11086.748047
	Iteration 20F: 3 clusters Score -1470108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1470183.375000 Penalty: 11086.748047
	Iteration 21Q: 3 clusters Score -1470183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1470267.000000 Penalty: 11086.748047
	Iteration 22Q: 3 clusters Score -1470267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1470346.000000 Penalty: 11086.748047
	Iteration 23Q: 3 clusters Score -1470346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1470430.500000 Penalty: 11086.748047
	Iteration 24Q: 3 clusters Score -1470430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1470521.250000 Penalty: 11086.748047
	Iteration 25Q: 3 clusters Score -1470521 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1470604.750000 Penalty: 11086.748047
	Iteration 26Q: 3 clusters Score -1470605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1470676.500000 Penalty: 11086.748047
	Iteration 27Q: 3 clusters Score -1470676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1470729.625000 Penalty: 11086.748047
	Iteration 28Q: 3 clusters Score -1470730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1470789.125000 Penalty: 11086.748047
	Iteration 29Q: 3 clusters Score -1470789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1470843.500000 Penalty: 11086.748047
	Iteration 30Q: 3 clusters Score -1470844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1470887.250000 Penalty: 11086.748047
	Iteration 31Q: 3 clusters Score -1470887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1470938.000000 Penalty: 11086.748047
	Iteration 32Q: 3 clusters Score -1470938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1470977.250000 Penalty: 11086.748047
	Iteration 33Q: 3 clusters Score -1470977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1471010.375000 Penalty: 11086.748047
	Iteration 34Q: 3 clusters Score -1471010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1471040.750000 Penalty: 11086.748047
	Iteration 35Q: 3 clusters Score -1471041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1471070.750000 Penalty: 11086.748047
	Iteration 36Q: 3 clusters Score -1471071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1471088.625000 Penalty: 11086.748047
	Iteration 37Q: 3 clusters Score -1471089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1471107.250000 Penalty: 11086.748047
	Iteration 38Q: 3 clusters Score -1471107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1471126.000000 Penalty: 11086.748047
	Iteration 39Q: 3 clusters Score -1471126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1471138.625000 Penalty: 11086.748047
	Iteration 40F: 3 clusters Score -1471139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1471146.625000 Penalty: 11086.748047
	Iteration 41Q: 3 clusters Score -1471147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1471155.750000 Penalty: 11086.748047
	Iteration 42Q: 3 clusters Score -1471156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1471159.250000 Penalty: 11086.748047
	Iteration 43Q: 3 clusters Score -1471159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1471159.750000 Penalty: 11086.748047
	Iteration 44Q: 3 clusters Score -1471160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1471160.875000 Penalty: 11086.748047
	Iteration 45Q: 3 clusters Score -1471161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1471162.375000 Penalty: 11086.748047
	Iteration 46Q: 3 clusters Score -1471162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1471162.875000 Penalty: 11086.748047
	Iteration 47Q: 3 clusters Score -1471163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1471165.375000 Penalty: 11086.748047
	Iteration 48Q: 3 clusters Score -1471165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1471170.000000 Penalty: 11086.748047
	Iteration 49Q: 3 clusters Score -1471170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1471173.000000 Penalty: 11086.748047
	Iteration 50Q: 3 clusters Score -1471173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1471171.875000 Penalty: 11086.748047
	Iteration 51Q: 3 clusters Score -1471172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1471174.000000 Penalty: 11086.748047
	Iteration 52Q: 3 clusters Score -1471174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1471174.625000 Penalty: 11086.748047
	Iteration 53Q: 3 clusters Score -1471175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1471178.000000 Penalty: 11086.748047
	Iteration 54Q: 3 clusters Score -1471178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1471182.500000 Penalty: 11086.748047
	Iteration 55Q: 3 clusters Score -1471182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1471194.750000 Penalty: 11086.748047
	Iteration 56Q: 3 clusters Score -1471195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1471199.875000 Penalty: 11086.748047
	Iteration 57Q: 3 clusters Score -1471200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1471200.125000 Penalty: 11086.748047
	Iteration 58Q: 3 clusters Score -1471200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1471207.625000 Penalty: 11086.748047
	Iteration 59Q: 3 clusters Score -1471208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1471210.375000 Penalty: 11086.748047
	Iteration 60F: 3 clusters Score -1471210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1471211.625000 Penalty: 11086.748047
	Iteration 61Q: 3 clusters Score -1471212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1471212.500000 Penalty: 11086.748047
	Iteration 62Q: 3 clusters Score -1471212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1471212.500000 Penalty: 11086.748047
	Iteration 63F: 3 clusters Score -1471212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -458021.468750 Penalty: 4891.942383
	Iteration 0F: 2 clusters Score -458021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -452702.687500 Penalty: 9783.884766
	Iteration 0F: 3 clusters Score -452702.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -453991.437500 Penalty: 9783.884766
	Iteration 1F: 3 clusters Score -453991.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -454772.718750 Penalty: 9783.884766
	Iteration 2F: 3 clusters Score -454772.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456096.468750 Penalty: 9783.884766
	Iteration 3F: 3 clusters Score -456096.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -458616.875000 Penalty: 9783.884766
	Iteration 4F: 3 clusters Score -458616.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -460032.656250 Penalty: 9783.884766
	Iteration 5F: 3 clusters Score -460032.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -460384.093750 Penalty: 9783.884766
	Iteration 6Q: 3 clusters Score -460384.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -460469.468750 Penalty: 9783.884766
	Iteration 7Q: 3 clusters Score -460469.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -460494.500000 Penalty: 9783.884766
	Iteration 8Q: 3 clusters Score -460494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -460497.718750 Penalty: 9783.884766
	Iteration 9Q: 3 clusters Score -460497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -460498.281250 Penalty: 9783.884766
	Iteration 10Q: 3 clusters Score -460498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -460498.281250 Penalty: 9783.884766
	Iteration 11F: 3 clusters Score -460498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 480550 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 76639 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 36068 members 
Mstep: Class 13 contains 64888 members 
Mstep: Class 14 contains 175618 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32047 members 
Mstep: Class 18 contains 38594 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 52336 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81945 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80684 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 2338 members 
Entering Unmasked Estep 
Score: -226848000.000000 Penalty: 275624.093750
Splitting cluster 5 changes total score from -226850032.000000 to -226848000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (38325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Entering Unmasked Estep 
Score: -6781317.000000 Penalty: 6464.237793
	Iteration 0F: 2 clusters Score -6781317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6753055.500000 Penalty: 12928.475586
	Iteration 0F: 3 clusters Score -6753056 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -6761840.000000 Penalty: 12928.475586
	Iteration 1F: 3 clusters Score -6761840 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -6762953.500000 Penalty: 12928.475586
	Iteration 2F: 3 clusters Score -6762954 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -6764376.000000 Penalty: 12928.475586
	Iteration 3F: 3 clusters Score -6764376 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -6766709.500000 Penalty: 12928.475586
	Iteration 4F: 3 clusters Score -6766710 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -6769813.000000 Penalty: 12928.475586
	Iteration 5F: 3 clusters Score -6769813 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -6773004.500000 Penalty: 12928.475586
	Iteration 6F: 3 clusters Score -6773004 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -6775431.500000 Penalty: 12928.475586
	Iteration 7F: 3 clusters Score -6775432 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -6776676.500000 Penalty: 12928.475586
	Iteration 8F: 3 clusters Score -6776676 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -6777274.000000 Penalty: 12928.475586
	Iteration 9Q: 3 clusters Score -6777274 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6777572.000000 Penalty: 12928.475586
	Iteration 10Q: 3 clusters Score -6777572 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6777707.000000 Penalty: 12928.475586
	Iteration 11Q: 3 clusters Score -6777707 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6777790.500000 Penalty: 12928.475586
	Iteration 12Q: 3 clusters Score -6777790 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -6777835.000000 Penalty: 12928.475586
	Iteration 13Q: 3 clusters Score -6777835 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -6777916.500000 Penalty: 12928.475586
	Iteration 14Q: 3 clusters Score -6777916 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -6777968.500000 Penalty: 12928.475586
	Iteration 15Q: 3 clusters Score -6777968 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -6778021.500000 Penalty: 12928.475586
	Iteration 16Q: 3 clusters Score -6778022 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -6778040.000000 Penalty: 12928.475586
	Iteration 17Q: 3 clusters Score -6778040 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -6778097.500000 Penalty: 12928.475586
	Iteration 18Q: 3 clusters Score -6778098 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -6778122.500000 Penalty: 12928.475586
	Iteration 19Q: 3 clusters Score -6778122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -6778175.500000 Penalty: 12928.475586
	Iteration 20F: 3 clusters Score -6778176 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6778253.500000 Penalty: 12928.475586
	Iteration 21Q: 3 clusters Score -6778254 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -6778335.000000 Penalty: 12928.475586
	Iteration 22Q: 3 clusters Score -6778335 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -6778377.500000 Penalty: 12928.475586
	Iteration 23Q: 3 clusters Score -6778378 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -6778456.000000 Penalty: 12928.475586
	Iteration 24Q: 3 clusters Score -6778456 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -6778537.500000 Penalty: 12928.475586
	Iteration 25Q: 3 clusters Score -6778538 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6778576.000000 Penalty: 12928.475586
	Iteration 26Q: 3 clusters Score -6778576 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -6778628.000000 Penalty: 12928.475586
	Iteration 27Q: 3 clusters Score -6778628 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -6778681.000000 Penalty: 12928.475586
	Iteration 28Q: 3 clusters Score -6778681 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -6778738.500000 Penalty: 12928.475586
	Iteration 29Q: 3 clusters Score -6778738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6778786.500000 Penalty: 12928.475586
	Iteration 30Q: 3 clusters Score -6778786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6778852.500000 Penalty: 12928.475586
	Iteration 31Q: 3 clusters Score -6778852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -6778902.500000 Penalty: 12928.475586
	Iteration 32Q: 3 clusters Score -6778902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6778966.000000 Penalty: 12928.475586
	Iteration 33Q: 3 clusters Score -6778966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -6779011.000000 Penalty: 12928.475586
	Iteration 34Q: 3 clusters Score -6779011 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -6779035.000000 Penalty: 12928.475586
	Iteration 35Q: 3 clusters Score -6779035 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -6779080.000000 Penalty: 12928.475586
	Iteration 36Q: 3 clusters Score -6779080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6779070.000000 Penalty: 12928.475586
	Iteration 37Q: 3 clusters Score -6779070 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -6779119.000000 Penalty: 12928.475586
	Iteration 38Q: 3 clusters Score -6779119 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -6779164.000000 Penalty: 12928.475586
	Iteration 39Q: 3 clusters Score -6779164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -6779206.500000 Penalty: 12928.475586
	Iteration 40F: 3 clusters Score -6779206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -6779239.000000 Penalty: 12928.475586
	Iteration 41Q: 3 clusters Score -6779239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -6779256.500000 Penalty: 12928.475586
	Iteration 42Q: 3 clusters Score -6779256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -6779279.000000 Penalty: 12928.475586
	Iteration 43Q: 3 clusters Score -6779279 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -6779302.500000 Penalty: 12928.475586
	Iteration 44Q: 3 clusters Score -6779302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6779341.000000 Penalty: 12928.475586
	Iteration 45Q: 3 clusters Score -6779341 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -6779377.500000 Penalty: 12928.475586
	Iteration 46Q: 3 clusters Score -6779378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6779404.000000 Penalty: 12928.475586
	Iteration 47Q: 3 clusters Score -6779404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -6779432.000000 Penalty: 12928.475586
	Iteration 48Q: 3 clusters Score -6779432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -6779465.000000 Penalty: 12928.475586
	Iteration 49Q: 3 clusters Score -6779465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -6779460.500000 Penalty: 12928.475586
	Iteration 50Q: 3 clusters Score -6779460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -6779471.000000 Penalty: 12928.475586
	Iteration 51Q: 3 clusters Score -6779471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6779495.000000 Penalty: 12928.475586
	Iteration 52Q: 3 clusters Score -6779495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6779492.500000 Penalty: 12928.475586
	Iteration 53Q: 3 clusters Score -6779492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -6779500.500000 Penalty: 12928.475586
	Iteration 54Q: 3 clusters Score -6779500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -6779496.500000 Penalty: 12928.475586
	Iteration 55Q: 3 clusters Score -6779496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6779497.000000 Penalty: 12928.475586
	Iteration 56Q: 3 clusters Score -6779497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6779505.500000 Penalty: 12928.475586
	Iteration 57Q: 3 clusters Score -6779506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -6779507.000000 Penalty: 12928.475586
	Iteration 58Q: 3 clusters Score -6779507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -6779524.000000 Penalty: 12928.475586
	Iteration 59Q: 3 clusters Score -6779524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -6779523.500000 Penalty: 12928.475586
	Iteration 60F: 3 clusters Score -6779524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -6779532.000000 Penalty: 12928.475586
	Iteration 61Q: 3 clusters Score -6779532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -6779554.500000 Penalty: 12928.475586
	Iteration 62Q: 3 clusters Score -6779554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -6779541.500000 Penalty: 12928.475586
	Iteration 63Q: 3 clusters Score -6779542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6779546.000000 Penalty: 12928.475586
	Iteration 64Q: 3 clusters Score -6779546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6779562.500000 Penalty: 12928.475586
	Iteration 65Q: 3 clusters Score -6779562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -6779559.500000 Penalty: 12928.475586
	Iteration 66Q: 3 clusters Score -6779560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -6779546.000000 Penalty: 12928.475586
	Iteration 67Q: 3 clusters Score -6779546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -6779561.500000 Penalty: 12928.475586
	Iteration 68Q: 3 clusters Score -6779562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -6779562.500000 Penalty: 12928.475586
	Iteration 69Q: 3 clusters Score -6779562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6779565.000000 Penalty: 12928.475586
	Iteration 70Q: 3 clusters Score -6779565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -6779566.000000 Penalty: 12928.475586
	Iteration 71Q: 3 clusters Score -6779566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -6779564.500000 Penalty: 12928.475586
	Iteration 72Q: 3 clusters Score -6779564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -6779570.000000 Penalty: 12928.475586
	Iteration 73Q: 3 clusters Score -6779570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6779577.000000 Penalty: 12928.475586
	Iteration 74Q: 3 clusters Score -6779577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6779578.500000 Penalty: 12928.475586
	Iteration 75Q: 3 clusters Score -6779578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6779574.000000 Penalty: 12928.475586
	Iteration 76Q: 3 clusters Score -6779574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -6779592.500000 Penalty: 12928.475586
	Iteration 77Q: 3 clusters Score -6779592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -6779577.000000 Penalty: 12928.475586
	Iteration 78Q: 3 clusters Score -6779577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6779573.000000 Penalty: 12928.475586
	Iteration 79Q: 3 clusters Score -6779573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -6779579.000000 Penalty: 12928.475586
	Iteration 80F: 3 clusters Score -6779579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6779577.500000 Penalty: 12928.475586
	Iteration 81Q: 3 clusters Score -6779578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6779577.500000 Penalty: 12928.475586
	Iteration 82F: 3 clusters Score -6779578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -1025006.187500 Penalty: 5328.554688
	Iteration 0F: 2 clusters Score -1025006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1017358.937500 Penalty: 10657.109375
	Iteration 0F: 3 clusters Score -1017359 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1019059.812500 Penalty: 10657.109375
	Iteration 1F: 3 clusters Score -1019060 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1019729.937500 Penalty: 10657.109375
	Iteration 2F: 3 clusters Score -1019730 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1020173.312500 Penalty: 10657.109375
	Iteration 3F: 3 clusters Score -1020173 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1020647.687500 Penalty: 10657.109375
	Iteration 4F: 3 clusters Score -1020648 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1021157.875000 Penalty: 10657.109375
	Iteration 5F: 3 clusters Score -1021158 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1021650.625000 Penalty: 10657.109375
	Iteration 6F: 3 clusters Score -1021651 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1022178.750000 Penalty: 10657.109375
	Iteration 7F: 3 clusters Score -1022179 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1022813.187500 Penalty: 10657.109375
	Iteration 8F: 3 clusters Score -1022813 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1023506.625000 Penalty: 10657.109375
	Iteration 9F: 3 clusters Score -1023507 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1023935.500000 Penalty: 10657.109375
	Iteration 10Q: 3 clusters Score -1023936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1024111.937500 Penalty: 10657.109375
	Iteration 11Q: 3 clusters Score -1024112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1024177.062500 Penalty: 10657.109375
	Iteration 12Q: 3 clusters Score -1024177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1024209.187500 Penalty: 10657.109375
	Iteration 13Q: 3 clusters Score -1024209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1024227.687500 Penalty: 10657.109375
	Iteration 14Q: 3 clusters Score -1024228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1024239.687500 Penalty: 10657.109375
	Iteration 15Q: 3 clusters Score -1024240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1024241.812500 Penalty: 10657.109375
	Iteration 16Q: 3 clusters Score -1024242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1024240.812500 Penalty: 10657.109375
	Iteration 17Q: 3 clusters Score -1024241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1024240.812500 Penalty: 10657.109375
	Iteration 18F: 3 clusters Score -1024241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Entering Unmasked Estep 
Score: -2279222.750000 Penalty: 5785.750977
	Iteration 0F: 2 clusters Score -2279223 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 6331 members 
Entering Unmasked Estep 
Score: -2267305.250000 Penalty: 11571.501953
	Iteration 0F: 3 clusters Score -2267305 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2270022.750000 Penalty: 11571.501953
	Iteration 1F: 3 clusters Score -2270023 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2270609.750000 Penalty: 11571.501953
	Iteration 2F: 3 clusters Score -2270610 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2271066.500000 Penalty: 11571.501953
	Iteration 3F: 3 clusters Score -2271066 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2271445.000000 Penalty: 11571.501953
	Iteration 4Q: 3 clusters Score -2271445 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2271796.500000 Penalty: 11571.501953
	Iteration 5Q: 3 clusters Score -2271796 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2272150.000000 Penalty: 11571.501953
	Iteration 6Q: 3 clusters Score -2272150 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2272588.000000 Penalty: 11571.501953
	Iteration 7Q: 3 clusters Score -2272588 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2273031.500000 Penalty: 11571.501953
	Iteration 8Q: 3 clusters Score -2273032 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2273408.500000 Penalty: 11571.501953
	Iteration 9Q: 3 clusters Score -2273408 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2273736.500000 Penalty: 11571.501953
	Iteration 10Q: 3 clusters Score -2273736 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2274009.750000 Penalty: 11571.501953
	Iteration 11Q: 3 clusters Score -2274010 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2274199.750000 Penalty: 11571.501953
	Iteration 12Q: 3 clusters Score -2274200 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2274395.500000 Penalty: 11571.501953
	Iteration 13Q: 3 clusters Score -2274396 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2274540.000000 Penalty: 11571.501953
	Iteration 14Q: 3 clusters Score -2274540 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2274630.750000 Penalty: 11571.501953
	Iteration 15Q: 3 clusters Score -2274631 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2274710.500000 Penalty: 11571.501953
	Iteration 16Q: 3 clusters Score -2274710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2274759.750000 Penalty: 11571.501953
	Iteration 17Q: 3 clusters Score -2274760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2274803.750000 Penalty: 11571.501953
	Iteration 18Q: 3 clusters Score -2274804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2274825.750000 Penalty: 11571.501953
	Iteration 19Q: 3 clusters Score -2274826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2274852.000000 Penalty: 11571.501953
	Iteration 20F: 3 clusters Score -2274852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2274869.500000 Penalty: 11571.501953
	Iteration 21Q: 3 clusters Score -2274870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2274881.750000 Penalty: 11571.501953
	Iteration 22Q: 3 clusters Score -2274882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2274891.000000 Penalty: 11571.501953
	Iteration 23Q: 3 clusters Score -2274891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2274901.000000 Penalty: 11571.501953
	Iteration 24Q: 3 clusters Score -2274901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2274913.750000 Penalty: 11571.501953
	Iteration 25Q: 3 clusters Score -2274914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2274917.000000 Penalty: 11571.501953
	Iteration 26Q: 3 clusters Score -2274917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2274920.000000 Penalty: 11571.501953
	Iteration 27Q: 3 clusters Score -2274920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2274927.500000 Penalty: 11571.501953
	Iteration 28Q: 3 clusters Score -2274928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2274931.500000 Penalty: 11571.501953
	Iteration 29Q: 3 clusters Score -2274932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2274931.250000 Penalty: 11571.501953
	Iteration 30Q: 3 clusters Score -2274931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2274929.000000 Penalty: 11571.501953
	Iteration 31Q: 3 clusters Score -2274929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2274930.500000 Penalty: 11571.501953
	Iteration 32Q: 3 clusters Score -2274930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2274932.000000 Penalty: 11571.501953
	Iteration 33Q: 3 clusters Score -2274932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2274929.750000 Penalty: 11571.501953
	Iteration 34Q: 3 clusters Score -2274930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2274935.750000 Penalty: 11571.501953
	Iteration 35Q: 3 clusters Score -2274936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2274933.000000 Penalty: 11571.501953
	Iteration 36Q: 3 clusters Score -2274933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2274933.750000 Penalty: 11571.501953
	Iteration 37Q: 3 clusters Score -2274934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2274937.000000 Penalty: 11571.501953
	Iteration 38Q: 3 clusters Score -2274937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2274933.000000 Penalty: 11571.501953
	Iteration 39Q: 3 clusters Score -2274933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2274933.000000 Penalty: 11571.501953
	Iteration 40F: 3 clusters Score -2274933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Entering Unmasked Estep 
Score: -13669722.000000 Penalty: 6888.702637
	Iteration 0F: 2 clusters Score -1.366972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -13616927.000000 Penalty: 13777.405273
	Iteration 0F: 3 clusters Score -1.361693e+07 nChanged 34594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -13635582.000000 Penalty: 13777.405273
	Iteration 1F: 3 clusters Score -1.363558e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -13636555.000000 Penalty: 13777.405273
	Iteration 2Q: 3 clusters Score -1.363656e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -13637439.000000 Penalty: 13777.405273
	Iteration 3Q: 3 clusters Score -1.363744e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -13638263.000000 Penalty: 13777.405273
	Iteration 4Q: 3 clusters Score -1.363826e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -13639078.000000 Penalty: 13777.405273
	Iteration 5Q: 3 clusters Score -1.363908e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -13640124.000000 Penalty: 13777.405273
	Iteration 6Q: 3 clusters Score -1.364012e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -13641606.000000 Penalty: 13777.405273
	Iteration 7Q: 3 clusters Score -1.364161e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -13643560.000000 Penalty: 13777.405273
	Iteration 8Q: 3 clusters Score -1.364356e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -13646095.000000 Penalty: 13777.405273
	Iteration 9F: 3 clusters Score -1.36461e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -13649050.000000 Penalty: 13777.405273
	Iteration 10F: 3 clusters Score -1.364905e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -13652497.000000 Penalty: 13777.405273
	Iteration 11F: 3 clusters Score -1.36525e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -13655921.000000 Penalty: 13777.405273
	Iteration 12F: 3 clusters Score -1.365592e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -13659105.000000 Penalty: 13777.405273
	Iteration 13Q: 3 clusters Score -1.36591e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -13661222.000000 Penalty: 13777.405273
	Iteration 14Q: 3 clusters Score -1.366122e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -13662412.000000 Penalty: 13777.405273
	Iteration 15Q: 3 clusters Score -1.366241e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13663014.000000 Penalty: 13777.405273
	Iteration 16Q: 3 clusters Score -1.366301e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13663300.000000 Penalty: 13777.405273
	Iteration 17Q: 3 clusters Score -1.36633e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13663422.000000 Penalty: 13777.405273
	Iteration 18Q: 3 clusters Score -1.366342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13663529.000000 Penalty: 13777.405273
	Iteration 19Q: 3 clusters Score -1.366353e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13663576.000000 Penalty: 13777.405273
	Iteration 20F: 3 clusters Score -1.366358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13663631.000000 Penalty: 13777.405273
	Iteration 21Q: 3 clusters Score -1.366363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13663653.000000 Penalty: 13777.405273
	Iteration 22Q: 3 clusters Score -1.366365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13663674.000000 Penalty: 13777.405273
	Iteration 23Q: 3 clusters Score -1.366367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13663673.000000 Penalty: 13777.405273
	Iteration 24Q: 3 clusters Score -1.366367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13663704.000000 Penalty: 13777.405273
	Iteration 25Q: 3 clusters Score -1.36637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13663713.000000 Penalty: 13777.405273
	Iteration 26Q: 3 clusters Score -1.366371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13663722.000000 Penalty: 13777.405273
	Iteration 27Q: 3 clusters Score -1.366372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -13663714.000000 Penalty: 13777.405273
	Iteration 28Q: 3 clusters Score -1.366371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13663723.000000 Penalty: 13777.405273
	Iteration 29Q: 3 clusters Score -1.366372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13663722.000000 Penalty: 13777.405273
	Iteration 30Q: 3 clusters Score -1.366372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13663715.000000 Penalty: 13777.405273
	Iteration 31Q: 3 clusters Score -1.366372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13663720.000000 Penalty: 13777.405273
	Iteration 32Q: 3 clusters Score -1.366372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13663720.000000 Penalty: 13777.405273
	Iteration 33F: 3 clusters Score -1.366372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -1806188.000000 Penalty: 5664.943848
	Iteration 0F: 2 clusters Score -1806188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1795655.000000 Penalty: 11329.887695
	Iteration 0F: 3 clusters Score -1795655 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1797833.750000 Penalty: 11329.887695
	Iteration 1F: 3 clusters Score -1797834 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1798413.750000 Penalty: 11329.887695
	Iteration 2F: 3 clusters Score -1798414 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1798970.500000 Penalty: 11329.887695
	Iteration 3F: 3 clusters Score -1798970 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1799444.125000 Penalty: 11329.887695
	Iteration 4Q: 3 clusters Score -1799444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1799843.625000 Penalty: 11329.887695
	Iteration 5Q: 3 clusters Score -1799844 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1800176.875000 Penalty: 11329.887695
	Iteration 6Q: 3 clusters Score -1800177 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1800485.000000 Penalty: 11329.887695
	Iteration 7Q: 3 clusters Score -1800485 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1800765.625000 Penalty: 11329.887695
	Iteration 8Q: 3 clusters Score -1800766 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1801047.375000 Penalty: 11329.887695
	Iteration 9Q: 3 clusters Score -1801047 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1801291.000000 Penalty: 11329.887695
	Iteration 10Q: 3 clusters Score -1801291 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1801548.375000 Penalty: 11329.887695
	Iteration 11Q: 3 clusters Score -1801548 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1801780.125000 Penalty: 11329.887695
	Iteration 12Q: 3 clusters Score -1801780 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1801955.000000 Penalty: 11329.887695
	Iteration 13Q: 3 clusters Score -1801955 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1802082.875000 Penalty: 11329.887695
	Iteration 14Q: 3 clusters Score -1802083 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1802185.125000 Penalty: 11329.887695
	Iteration 15Q: 3 clusters Score -1802185 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1802277.875000 Penalty: 11329.887695
	Iteration 16Q: 3 clusters Score -1802278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1802345.375000 Penalty: 11329.887695
	Iteration 17Q: 3 clusters Score -1802345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1802403.375000 Penalty: 11329.887695
	Iteration 18Q: 3 clusters Score -1802403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1802455.125000 Penalty: 11329.887695
	Iteration 19Q: 3 clusters Score -1802455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1802479.625000 Penalty: 11329.887695
	Iteration 20F: 3 clusters Score -1802480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1802505.375000 Penalty: 11329.887695
	Iteration 21Q: 3 clusters Score -1802505 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1802518.625000 Penalty: 11329.887695
	Iteration 22Q: 3 clusters Score -1802519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1802541.000000 Penalty: 11329.887695
	Iteration 23Q: 3 clusters Score -1802541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1802543.875000 Penalty: 11329.887695
	Iteration 24Q: 3 clusters Score -1802544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1802559.875000 Penalty: 11329.887695
	Iteration 25Q: 3 clusters Score -1802560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1802565.125000 Penalty: 11329.887695
	Iteration 26Q: 3 clusters Score -1802565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1802572.875000 Penalty: 11329.887695
	Iteration 27Q: 3 clusters Score -1802573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1802574.500000 Penalty: 11329.887695
	Iteration 28Q: 3 clusters Score -1802574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1802582.250000 Penalty: 11329.887695
	Iteration 29Q: 3 clusters Score -1802582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1802595.750000 Penalty: 11329.887695
	Iteration 30Q: 3 clusters Score -1802596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1802603.000000 Penalty: 11329.887695
	Iteration 31Q: 3 clusters Score -1802603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1802607.875000 Penalty: 11329.887695
	Iteration 32Q: 3 clusters Score -1802608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1802606.500000 Penalty: 11329.887695
	Iteration 33Q: 3 clusters Score -1802606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1802610.000000 Penalty: 11329.887695
	Iteration 34Q: 3 clusters Score -1802610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1802612.125000 Penalty: 11329.887695
	Iteration 35Q: 3 clusters Score -1802612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1802617.250000 Penalty: 11329.887695
	Iteration 36Q: 3 clusters Score -1802617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1802614.875000 Penalty: 11329.887695
	Iteration 37Q: 3 clusters Score -1802615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1802616.250000 Penalty: 11329.887695
	Iteration 38Q: 3 clusters Score -1802616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1802615.500000 Penalty: 11329.887695
	Iteration 39Q: 3 clusters Score -1802616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1802618.125000 Penalty: 11329.887695
	Iteration 40F: 3 clusters Score -1802618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1802618.625000 Penalty: 11329.887695
	Iteration 41Q: 3 clusters Score -1802619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1802618.250000 Penalty: 11329.887695
	Iteration 42Q: 3 clusters Score -1802618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1802619.875000 Penalty: 11329.887695
	Iteration 43Q: 3 clusters Score -1802620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1802621.750000 Penalty: 11329.887695
	Iteration 44Q: 3 clusters Score -1802622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1802623.500000 Penalty: 11329.887695
	Iteration 45Q: 3 clusters Score -1802624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1802623.250000 Penalty: 11329.887695
	Iteration 46Q: 3 clusters Score -1802623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1802623.625000 Penalty: 11329.887695
	Iteration 47Q: 3 clusters Score -1802624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1802626.500000 Penalty: 11329.887695
	Iteration 48Q: 3 clusters Score -1802626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1802630.125000 Penalty: 11329.887695
	Iteration 49Q: 3 clusters Score -1802630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1802633.625000 Penalty: 11329.887695
	Iteration 50Q: 3 clusters Score -1802634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1802632.500000 Penalty: 11329.887695
	Iteration 51Q: 3 clusters Score -1802632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1802636.125000 Penalty: 11329.887695
	Iteration 52Q: 3 clusters Score -1802636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1802637.125000 Penalty: 11329.887695
	Iteration 53Q: 3 clusters Score -1802637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1802637.125000 Penalty: 11329.887695
	Iteration 54F: 3 clusters Score -1802637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -360768.562500 Penalty: 4707.774414
	Iteration 0F: 2 clusters Score -360768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -355819.281250 Penalty: 9415.548828
	Iteration 0F: 3 clusters Score -355819.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -356517.500000 Penalty: 9415.548828
	Iteration 1F: 3 clusters Score -356517.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -356724.000000 Penalty: 9415.548828
	Iteration 2F: 3 clusters Score -356724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -356808.093750 Penalty: 9415.548828
	Iteration 3Q: 3 clusters Score -356808.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -356879.062500 Penalty: 9415.548828
	Iteration 4Q: 3 clusters Score -356879.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -356910.781250 Penalty: 9415.548828
	Iteration 5Q: 3 clusters Score -356910.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -356940.625000 Penalty: 9415.548828
	Iteration 6Q: 3 clusters Score -356940.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -356968.625000 Penalty: 9415.548828
	Iteration 7Q: 3 clusters Score -356968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -356979.218750 Penalty: 9415.548828
	Iteration 8Q: 3 clusters Score -356979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -356994.937500 Penalty: 9415.548828
	Iteration 9Q: 3 clusters Score -356994.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -357035.375000 Penalty: 9415.548828
	Iteration 10Q: 3 clusters Score -357035.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -357054.125000 Penalty: 9415.548828
	Iteration 11Q: 3 clusters Score -357054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -357071.593750 Penalty: 9415.548828
	Iteration 12Q: 3 clusters Score -357071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -357087.687500 Penalty: 9415.548828
	Iteration 13Q: 3 clusters Score -357087.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -357136.156250 Penalty: 9415.548828
	Iteration 14Q: 3 clusters Score -357136.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -357274.062500 Penalty: 9415.548828
	Iteration 15Q: 3 clusters Score -357274.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -357423.406250 Penalty: 9415.548828
	Iteration 16Q: 3 clusters Score -357423.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -357569.562500 Penalty: 9415.548828
	Iteration 17Q: 3 clusters Score -357569.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -357724.000000 Penalty: 9415.548828
	Iteration 18Q: 3 clusters Score -357724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -357863.218750 Penalty: 9415.548828
	Iteration 19Q: 3 clusters Score -357863.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -358053.593750 Penalty: 9415.548828
	Iteration 20F: 3 clusters Score -358053.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -358367.250000 Penalty: 9415.548828
	Iteration 21Q: 3 clusters Score -358367.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -358738.656250 Penalty: 9415.548828
	Iteration 22Q: 3 clusters Score -358738.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -358978.125000 Penalty: 9415.548828
	Iteration 23Q: 3 clusters Score -358978.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -359084.656250 Penalty: 9415.548828
	Iteration 24Q: 3 clusters Score -359084.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -359154.718750 Penalty: 9415.548828
	Iteration 25Q: 3 clusters Score -359154.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -359219.031250 Penalty: 9415.548828
	Iteration 26Q: 3 clusters Score -359219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -359250.375000 Penalty: 9415.548828
	Iteration 27Q: 3 clusters Score -359250.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -359269.968750 Penalty: 9415.548828
	Iteration 28Q: 3 clusters Score -359270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -359275.093750 Penalty: 9415.548828
	Iteration 29Q: 3 clusters Score -359275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -359281.031250 Penalty: 9415.548828
	Iteration 30Q: 3 clusters Score -359281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -359289.312500 Penalty: 9415.548828
	Iteration 31Q: 3 clusters Score -359289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -359378.937500 Penalty: 9415.548828
	Iteration 32F: 3 clusters Score -359378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -359544.968750 Penalty: 9415.548828
	Iteration 33Q: 3 clusters Score -359545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -359572.218750 Penalty: 9415.548828
	Iteration 34Q: 3 clusters Score -359572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -359592.968750 Penalty: 9415.548828
	Iteration 35Q: 3 clusters Score -359593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -359606.718750 Penalty: 9415.548828
	Iteration 36Q: 3 clusters Score -359606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -359610.875000 Penalty: 9415.548828
	Iteration 37Q: 3 clusters Score -359610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -359613.062500 Penalty: 9415.548828
	Iteration 38Q: 3 clusters Score -359613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -359613.062500 Penalty: 9415.548828
	Iteration 39F: 3 clusters Score -359613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Entering Unmasked Estep 
Score: -6469591.500000 Penalty: 6427.061035
	Iteration 0F: 2 clusters Score -6469592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -6443056.500000 Penalty: 12854.122070
	Iteration 0F: 3 clusters Score -6443056 nChanged 15479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -6451097.000000 Penalty: 12854.122070
	Iteration 1F: 3 clusters Score -6451097 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -6451997.500000 Penalty: 12854.122070
	Iteration 2F: 3 clusters Score -6451998 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6452617.000000 Penalty: 12854.122070
	Iteration 3Q: 3 clusters Score -6452617 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6453199.500000 Penalty: 12854.122070
	Iteration 4Q: 3 clusters Score -6453200 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -6453872.000000 Penalty: 12854.122070
	Iteration 5Q: 3 clusters Score -6453872 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -6454633.500000 Penalty: 12854.122070
	Iteration 6Q: 3 clusters Score -6454634 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -6455409.500000 Penalty: 12854.122070
	Iteration 7Q: 3 clusters Score -6455410 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -6456228.500000 Penalty: 12854.122070
	Iteration 8Q: 3 clusters Score -6456228 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -6456975.000000 Penalty: 12854.122070
	Iteration 9Q: 3 clusters Score -6456975 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -6457739.000000 Penalty: 12854.122070
	Iteration 10Q: 3 clusters Score -6457739 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -6458484.000000 Penalty: 12854.122070
	Iteration 11Q: 3 clusters Score -6458484 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -6459138.000000 Penalty: 12854.122070
	Iteration 12Q: 3 clusters Score -6459138 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6459645.000000 Penalty: 12854.122070
	Iteration 13Q: 3 clusters Score -6459645 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -6460067.500000 Penalty: 12854.122070
	Iteration 14Q: 3 clusters Score -6460068 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -6460343.500000 Penalty: 12854.122070
	Iteration 15Q: 3 clusters Score -6460344 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6460615.000000 Penalty: 12854.122070
	Iteration 16Q: 3 clusters Score -6460615 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -6460933.500000 Penalty: 12854.122070
	Iteration 17Q: 3 clusters Score -6460934 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -6461281.500000 Penalty: 12854.122070
	Iteration 18Q: 3 clusters Score -6461282 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -6461750.000000 Penalty: 12854.122070
	Iteration 19Q: 3 clusters Score -6461750 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6462219.500000 Penalty: 12854.122070
	Iteration 20F: 3 clusters Score -6462220 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6462564.500000 Penalty: 12854.122070
	Iteration 21Q: 3 clusters Score -6462564 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -6462819.000000 Penalty: 12854.122070
	Iteration 22Q: 3 clusters Score -6462819 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6462973.500000 Penalty: 12854.122070
	Iteration 23Q: 3 clusters Score -6462974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6463051.000000 Penalty: 12854.122070
	Iteration 24Q: 3 clusters Score -6463051 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -6463118.000000 Penalty: 12854.122070
	Iteration 25Q: 3 clusters Score -6463118 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6463180.000000 Penalty: 12854.122070
	Iteration 26Q: 3 clusters Score -6463180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -6463209.000000 Penalty: 12854.122070
	Iteration 27Q: 3 clusters Score -6463209 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -6463221.500000 Penalty: 12854.122070
	Iteration 28Q: 3 clusters Score -6463222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -6463273.000000 Penalty: 12854.122070
	Iteration 29Q: 3 clusters Score -6463273 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -6463308.000000 Penalty: 12854.122070
	Iteration 30Q: 3 clusters Score -6463308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -6463310.000000 Penalty: 12854.122070
	Iteration 31Q: 3 clusters Score -6463310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6463311.500000 Penalty: 12854.122070
	Iteration 32Q: 3 clusters Score -6463312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -6463350.000000 Penalty: 12854.122070
	Iteration 33Q: 3 clusters Score -6463350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6463362.000000 Penalty: 12854.122070
	Iteration 34Q: 3 clusters Score -6463362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6463377.000000 Penalty: 12854.122070
	Iteration 35Q: 3 clusters Score -6463377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -6463390.000000 Penalty: 12854.122070
	Iteration 36Q: 3 clusters Score -6463390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -6463397.000000 Penalty: 12854.122070
	Iteration 37Q: 3 clusters Score -6463397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -6463400.000000 Penalty: 12854.122070
	Iteration 38Q: 3 clusters Score -6463400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6463407.500000 Penalty: 12854.122070
	Iteration 39Q: 3 clusters Score -6463408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -6463403.500000 Penalty: 12854.122070
	Iteration 40F: 3 clusters Score -6463404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -6463401.500000 Penalty: 12854.122070
	Iteration 41Q: 3 clusters Score -6463402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6463408.500000 Penalty: 12854.122070
	Iteration 42Q: 3 clusters Score -6463408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -6463413.000000 Penalty: 12854.122070
	Iteration 43Q: 3 clusters Score -6463413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -6463408.000000 Penalty: 12854.122070
	Iteration 44Q: 3 clusters Score -6463408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -6463419.500000 Penalty: 12854.122070
	Iteration 45Q: 3 clusters Score -6463420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -6463420.000000 Penalty: 12854.122070
	Iteration 46Q: 3 clusters Score -6463420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -6463429.000000 Penalty: 12854.122070
	Iteration 47Q: 3 clusters Score -6463429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -6463433.000000 Penalty: 12854.122070
	Iteration 48Q: 3 clusters Score -6463433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -6463434.500000 Penalty: 12854.122070
	Iteration 49Q: 3 clusters Score -6463434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6463433.000000 Penalty: 12854.122070
	Iteration 50Q: 3 clusters Score -6463433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -6463439.500000 Penalty: 12854.122070
	Iteration 51Q: 3 clusters Score -6463440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6463437.500000 Penalty: 12854.122070
	Iteration 52Q: 3 clusters Score -6463438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -6463444.000000 Penalty: 12854.122070
	Iteration 53Q: 3 clusters Score -6463444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6463430.000000 Penalty: 12854.122070
	Iteration 54Q: 3 clusters Score -6463430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6463420.500000 Penalty: 12854.122070
	Iteration 55Q: 3 clusters Score -6463420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6463425.500000 Penalty: 12854.122070
	Iteration 56Q: 3 clusters Score -6463426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -6463422.500000 Penalty: 12854.122070
	Iteration 57Q: 3 clusters Score -6463422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6463424.000000 Penalty: 12854.122070
	Iteration 58Q: 3 clusters Score -6463424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -6463426.000000 Penalty: 12854.122070
	Iteration 59Q: 3 clusters Score -6463426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -6463423.500000 Penalty: 12854.122070
	Iteration 60F: 3 clusters Score -6463424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -6463432.500000 Penalty: 12854.122070
	Iteration 61Q: 3 clusters Score -6463432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6463434.500000 Penalty: 12854.122070
	Iteration 62Q: 3 clusters Score -6463434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6463436.500000 Penalty: 12854.122070
	Iteration 63Q: 3 clusters Score -6463436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -6463436.000000 Penalty: 12854.122070
	Iteration 64Q: 3 clusters Score -6463436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -6463436.500000 Penalty: 12854.122070
	Iteration 65Q: 3 clusters Score -6463436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6463439.500000 Penalty: 12854.122070
	Iteration 66Q: 3 clusters Score -6463440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6463437.500000 Penalty: 12854.122070
	Iteration 67Q: 3 clusters Score -6463438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -6463437.000000 Penalty: 12854.122070
	Iteration 68Q: 3 clusters Score -6463437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -6463442.500000 Penalty: 12854.122070
	Iteration 69Q: 3 clusters Score -6463442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -6463443.000000 Penalty: 12854.122070
	Iteration 70Q: 3 clusters Score -6463443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -6463444.500000 Penalty: 12854.122070
	Iteration 71Q: 3 clusters Score -6463444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -6463440.000000 Penalty: 12854.122070
	Iteration 72Q: 3 clusters Score -6463440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -6463438.500000 Penalty: 12854.122070
	Iteration 73Q: 3 clusters Score -6463438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -6463438.500000 Penalty: 12854.122070
	Iteration 74F: 3 clusters Score -6463438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Entering Unmasked Estep 
Score: -11753449.000000 Penalty: 6786.755859
	Iteration 0F: 2 clusters Score -1.175345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -11708032.000000 Penalty: 13573.511719
	Iteration 0F: 3 clusters Score -1.170803e+07 nChanged 28936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -11723717.000000 Penalty: 13573.511719
	Iteration 1F: 3 clusters Score -1.172372e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -11724709.000000 Penalty: 13573.511719
	Iteration 2Q: 3 clusters Score -1.172471e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -11725619.000000 Penalty: 13573.511719
	Iteration 3Q: 3 clusters Score -1.172562e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -11726621.000000 Penalty: 13573.511719
	Iteration 4Q: 3 clusters Score -1.172662e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -11728034.000000 Penalty: 13573.511719
	Iteration 5Q: 3 clusters Score -1.172803e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -11730115.000000 Penalty: 13573.511719
	Iteration 6F: 3 clusters Score -1.173012e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -11732952.000000 Penalty: 13573.511719
	Iteration 7F: 3 clusters Score -1.173295e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -11736417.000000 Penalty: 13573.511719
	Iteration 8F: 3 clusters Score -1.173642e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -11739845.000000 Penalty: 13573.511719
	Iteration 9F: 3 clusters Score -1.173984e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -11742733.000000 Penalty: 13573.511719
	Iteration 10F: 3 clusters Score -1.174273e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -11744596.000000 Penalty: 13573.511719
	Iteration 11Q: 3 clusters Score -1.17446e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -11745745.000000 Penalty: 13573.511719
	Iteration 12Q: 3 clusters Score -1.174574e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -11746370.000000 Penalty: 13573.511719
	Iteration 13Q: 3 clusters Score -1.174637e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -11746721.000000 Penalty: 13573.511719
	Iteration 14Q: 3 clusters Score -1.174672e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -11746961.000000 Penalty: 13573.511719
	Iteration 15Q: 3 clusters Score -1.174696e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -11747084.000000 Penalty: 13573.511719
	Iteration 16Q: 3 clusters Score -1.174708e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -11747187.000000 Penalty: 13573.511719
	Iteration 17Q: 3 clusters Score -1.174719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -11747254.000000 Penalty: 13573.511719
	Iteration 18Q: 3 clusters Score -1.174725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -11747292.000000 Penalty: 13573.511719
	Iteration 19Q: 3 clusters Score -1.174729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -11747336.000000 Penalty: 13573.511719
	Iteration 20F: 3 clusters Score -1.174734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -11747359.000000 Penalty: 13573.511719
	Iteration 21Q: 3 clusters Score -1.174736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -11747374.000000 Penalty: 13573.511719
	Iteration 22Q: 3 clusters Score -1.174737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -11747372.000000 Penalty: 13573.511719
	Iteration 23Q: 3 clusters Score -1.174737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -11747360.000000 Penalty: 13573.511719
	Iteration 24Q: 3 clusters Score -1.174736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -11747382.000000 Penalty: 13573.511719
	Iteration 25Q: 3 clusters Score -1.174738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -11747381.000000 Penalty: 13573.511719
	Iteration 26Q: 3 clusters Score -1.174738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -11747383.000000 Penalty: 13573.511719
	Iteration 27Q: 3 clusters Score -1.174738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -11747381.000000 Penalty: 13573.511719
	Iteration 28Q: 3 clusters Score -1.174738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -11747388.000000 Penalty: 13573.511719
	Iteration 29Q: 3 clusters Score -1.174739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -11747395.000000 Penalty: 13573.511719
	Iteration 30Q: 3 clusters Score -1.17474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -11747395.000000 Penalty: 13573.511719
	Iteration 31Q: 3 clusters Score -1.17474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -11747395.000000 Penalty: 13573.511719
	Iteration 32F: 3 clusters Score -1.17474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Entering Unmasked Estep 
Score: -31708150.000000 Penalty: 7396.590332
	Iteration 0F: 2 clusters Score -3.170815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -31589858.000000 Penalty: 14793.180664
	Iteration 0F: 3 clusters Score -3.158986e+07 nChanged 82069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -31636168.000000 Penalty: 14793.180664
	Iteration 1F: 3 clusters Score -3.163617e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -31637178.000000 Penalty: 14793.180664
	Iteration 2Q: 3 clusters Score -3.163718e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -31638138.000000 Penalty: 14793.180664
	Iteration 3Q: 3 clusters Score -3.163814e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -31639158.000000 Penalty: 14793.180664
	Iteration 4Q: 3 clusters Score -3.163916e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -31639864.000000 Penalty: 14793.180664
	Iteration 5Q: 3 clusters Score -3.163986e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -31640900.000000 Penalty: 14793.180664
	Iteration 6Q: 3 clusters Score -3.16409e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -31642170.000000 Penalty: 14793.180664
	Iteration 7Q: 3 clusters Score -3.164217e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -31644268.000000 Penalty: 14793.180664
	Iteration 8Q: 3 clusters Score -3.164427e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -31647232.000000 Penalty: 14793.180664
	Iteration 9Q: 3 clusters Score -3.164723e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -31651476.000000 Penalty: 14793.180664
	Iteration 10F: 3 clusters Score -3.165148e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -31657154.000000 Penalty: 14793.180664
	Iteration 11F: 3 clusters Score -3.165715e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -31663996.000000 Penalty: 14793.180664
	Iteration 12F: 3 clusters Score -3.1664e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -31671178.000000 Penalty: 14793.180664
	Iteration 13F: 3 clusters Score -3.167118e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -31677778.000000 Penalty: 14793.180664
	Iteration 14F: 3 clusters Score -3.167778e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -31683912.000000 Penalty: 14793.180664
	Iteration 15Q: 3 clusters Score -3.168391e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -31689524.000000 Penalty: 14793.180664
	Iteration 16Q: 3 clusters Score -3.168952e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -31694192.000000 Penalty: 14793.180664
	Iteration 17Q: 3 clusters Score -3.169419e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -31697384.000000 Penalty: 14793.180664
	Iteration 18Q: 3 clusters Score -3.169738e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172925 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -31699326.000000 Penalty: 14793.180664
	Iteration 19Q: 3 clusters Score -3.169933e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173994 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -31700360.000000 Penalty: 14793.180664
	Iteration 20F: 3 clusters Score -3.170036e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -31700860.000000 Penalty: 14793.180664
	Iteration 21Q: 3 clusters Score -3.170086e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -31701092.000000 Penalty: 14793.180664
	Iteration 22Q: 3 clusters Score -3.170109e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174796 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -31701222.000000 Penalty: 14793.180664
	Iteration 23Q: 3 clusters Score -3.170122e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -31701262.000000 Penalty: 14793.180664
	Iteration 24Q: 3 clusters Score -3.170126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -31701316.000000 Penalty: 14793.180664
	Iteration 25Q: 3 clusters Score -3.170132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174924 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -31701368.000000 Penalty: 14793.180664
	Iteration 26Q: 3 clusters Score -3.170137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174942 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -31701398.000000 Penalty: 14793.180664
	Iteration 27Q: 3 clusters Score -3.17014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174953 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -31701404.000000 Penalty: 14793.180664
	Iteration 28Q: 3 clusters Score -3.17014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174972 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -31701434.000000 Penalty: 14793.180664
	Iteration 29Q: 3 clusters Score -3.170143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -31701442.000000 Penalty: 14793.180664
	Iteration 30Q: 3 clusters Score -3.170144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -31701472.000000 Penalty: 14793.180664
	Iteration 31Q: 3 clusters Score -3.170147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174986 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -31701482.000000 Penalty: 14793.180664
	Iteration 32Q: 3 clusters Score -3.170148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -31701476.000000 Penalty: 14793.180664
	Iteration 33Q: 3 clusters Score -3.170148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174989 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -31701476.000000 Penalty: 14793.180664
	Iteration 34Q: 3 clusters Score -3.170148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -31701466.000000 Penalty: 14793.180664
	Iteration 35Q: 3 clusters Score -3.170147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -31701482.000000 Penalty: 14793.180664
	Iteration 36Q: 3 clusters Score -3.170148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -31701478.000000 Penalty: 14793.180664
	Iteration 37Q: 3 clusters Score -3.170148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -31701478.000000 Penalty: 14793.180664
	Iteration 38F: 3 clusters Score -3.170148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -311374.968750 Penalty: 4632.142090
	Iteration 0F: 2 clusters Score -311375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306440.875000 Penalty: 9264.284180
	Iteration 0F: 3 clusters Score -306440.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -307054.312500 Penalty: 9264.284180
	Iteration 1F: 3 clusters Score -307054.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307285.562500 Penalty: 9264.284180
	Iteration 2F: 3 clusters Score -307285.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -307432.593750 Penalty: 9264.284180
	Iteration 3Q: 3 clusters Score -307432.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -307554.625000 Penalty: 9264.284180
	Iteration 4Q: 3 clusters Score -307554.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -307666.156250 Penalty: 9264.284180
	Iteration 5Q: 3 clusters Score -307666.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -307783.437500 Penalty: 9264.284180
	Iteration 6Q: 3 clusters Score -307783.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -307948.000000 Penalty: 9264.284180
	Iteration 7Q: 3 clusters Score -307948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -308209.843750 Penalty: 9264.284180
	Iteration 8Q: 3 clusters Score -308209.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -308592.281250 Penalty: 9264.284180
	Iteration 9Q: 3 clusters Score -308592.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -308949.250000 Penalty: 9264.284180
	Iteration 10Q: 3 clusters Score -308949.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -309254.312500 Penalty: 9264.284180
	Iteration 11Q: 3 clusters Score -309254.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -309609.218750 Penalty: 9264.284180
	Iteration 12Q: 3 clusters Score -309609.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -309957.906250 Penalty: 9264.284180
	Iteration 13Q: 3 clusters Score -309957.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -310145.812500 Penalty: 9264.284180
	Iteration 14Q: 3 clusters Score -310145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -310198.250000 Penalty: 9264.284180
	Iteration 15Q: 3 clusters Score -310198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -310234.031250 Penalty: 9264.284180
	Iteration 16Q: 3 clusters Score -310234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -310289.687500 Penalty: 9264.284180
	Iteration 17Q: 3 clusters Score -310289.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -310331.468750 Penalty: 9264.284180
	Iteration 18Q: 3 clusters Score -310331.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -310369.968750 Penalty: 9264.284180
	Iteration 19Q: 3 clusters Score -310370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -310401.812500 Penalty: 9264.284180
	Iteration 20F: 3 clusters Score -310401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -310442.000000 Penalty: 9264.284180
	Iteration 21Q: 3 clusters Score -310442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -310474.781250 Penalty: 9264.284180
	Iteration 22Q: 3 clusters Score -310474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -310529.625000 Penalty: 9264.284180
	Iteration 23Q: 3 clusters Score -310529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -310596.531250 Penalty: 9264.284180
	Iteration 24Q: 3 clusters Score -310596.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -310676.187500 Penalty: 9264.284180
	Iteration 25Q: 3 clusters Score -310676.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -310766.031250 Penalty: 9264.284180
	Iteration 26Q: 3 clusters Score -310766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -310844.218750 Penalty: 9264.284180
	Iteration 27Q: 3 clusters Score -310844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -310899.375000 Penalty: 9264.284180
	Iteration 28Q: 3 clusters Score -310899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -310931.656250 Penalty: 9264.284180
	Iteration 29Q: 3 clusters Score -310931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -310951.187500 Penalty: 9264.284180
	Iteration 30Q: 3 clusters Score -310951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -310955.187500 Penalty: 9264.284180
	Iteration 31Q: 3 clusters Score -310955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -310955.187500 Penalty: 9264.284180
	Iteration 32F: 3 clusters Score -310955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -188950.406250 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -188950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184770.875000 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -184770.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -185136.984375 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -185137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -185247.140625 Penalty: 8547.169922
	Iteration 2Q: 3 clusters Score -185247.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -185294.062500 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -185294.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -185318.593750 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -185318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185336.156250 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -185336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185342.796875 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -185342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -185347.515625 Penalty: 8547.169922
	Iteration 7Q: 3 clusters Score -185347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -185361.390625 Penalty: 8547.169922
	Iteration 8Q: 3 clusters Score -185361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -185367.671875 Penalty: 8547.169922
	Iteration 9Q: 3 clusters Score -185367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -185372.906250 Penalty: 8547.169922
	Iteration 10Q: 3 clusters Score -185372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -185377.000000 Penalty: 8547.169922
	Iteration 11Q: 3 clusters Score -185377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185377.718750 Penalty: 8547.169922
	Iteration 12Q: 3 clusters Score -185377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185377.718750 Penalty: 8547.169922
	Iteration 13F: 3 clusters Score -185377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Entering Unmasked Estep 
Score: -5796489.500000 Penalty: 6354.662598
	Iteration 0F: 2 clusters Score -5796490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5772425.500000 Penalty: 12709.325195
	Iteration 0F: 3 clusters Score -5772426 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5779618.000000 Penalty: 12709.325195
	Iteration 1F: 3 clusters Score -5779618 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5780381.500000 Penalty: 12709.325195
	Iteration 2F: 3 clusters Score -5780382 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5780992.000000 Penalty: 12709.325195
	Iteration 3Q: 3 clusters Score -5780992 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5781507.000000 Penalty: 12709.325195
	Iteration 4Q: 3 clusters Score -5781507 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -5782017.000000 Penalty: 12709.325195
	Iteration 5Q: 3 clusters Score -5782017 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -5782535.000000 Penalty: 12709.325195
	Iteration 6Q: 3 clusters Score -5782535 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -5783141.500000 Penalty: 12709.325195
	Iteration 7Q: 3 clusters Score -5783142 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5783859.000000 Penalty: 12709.325195
	Iteration 8Q: 3 clusters Score -5783859 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5784670.500000 Penalty: 12709.325195
	Iteration 9Q: 3 clusters Score -5784670 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5785524.000000 Penalty: 12709.325195
	Iteration 10Q: 3 clusters Score -5785524 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5786425.500000 Penalty: 12709.325195
	Iteration 11Q: 3 clusters Score -5786426 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5787315.000000 Penalty: 12709.325195
	Iteration 12Q: 3 clusters Score -5787315 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5787961.000000 Penalty: 12709.325195
	Iteration 13Q: 3 clusters Score -5787961 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5788511.500000 Penalty: 12709.325195
	Iteration 14Q: 3 clusters Score -5788512 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5788934.000000 Penalty: 12709.325195
	Iteration 15Q: 3 clusters Score -5788934 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -5789234.500000 Penalty: 12709.325195
	Iteration 16Q: 3 clusters Score -5789234 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5789545.500000 Penalty: 12709.325195
	Iteration 17Q: 3 clusters Score -5789546 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5789762.500000 Penalty: 12709.325195
	Iteration 18Q: 3 clusters Score -5789762 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -5789960.000000 Penalty: 12709.325195
	Iteration 19Q: 3 clusters Score -5789960 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -5790104.500000 Penalty: 12709.325195
	Iteration 20F: 3 clusters Score -5790104 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -5790239.500000 Penalty: 12709.325195
	Iteration 21Q: 3 clusters Score -5790240 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5790332.500000 Penalty: 12709.325195
	Iteration 22Q: 3 clusters Score -5790332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5790433.000000 Penalty: 12709.325195
	Iteration 23Q: 3 clusters Score -5790433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5790496.500000 Penalty: 12709.325195
	Iteration 24Q: 3 clusters Score -5790496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -5790548.500000 Penalty: 12709.325195
	Iteration 25Q: 3 clusters Score -5790548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5790619.000000 Penalty: 12709.325195
	Iteration 26Q: 3 clusters Score -5790619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -5790649.500000 Penalty: 12709.325195
	Iteration 27Q: 3 clusters Score -5790650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5790695.500000 Penalty: 12709.325195
	Iteration 28Q: 3 clusters Score -5790696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -5790719.500000 Penalty: 12709.325195
	Iteration 29Q: 3 clusters Score -5790720 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5790741.500000 Penalty: 12709.325195
	Iteration 30Q: 3 clusters Score -5790742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5790787.000000 Penalty: 12709.325195
	Iteration 31Q: 3 clusters Score -5790787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5790831.000000 Penalty: 12709.325195
	Iteration 32Q: 3 clusters Score -5790831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -5790843.000000 Penalty: 12709.325195
	Iteration 33Q: 3 clusters Score -5790843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5790863.000000 Penalty: 12709.325195
	Iteration 34Q: 3 clusters Score -5790863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5790879.500000 Penalty: 12709.325195
	Iteration 35Q: 3 clusters Score -5790880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5790894.500000 Penalty: 12709.325195
	Iteration 36Q: 3 clusters Score -5790894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5790917.000000 Penalty: 12709.325195
	Iteration 37Q: 3 clusters Score -5790917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -5790919.500000 Penalty: 12709.325195
	Iteration 38Q: 3 clusters Score -5790920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5790927.500000 Penalty: 12709.325195
	Iteration 39Q: 3 clusters Score -5790928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -5790938.500000 Penalty: 12709.325195
	Iteration 40F: 3 clusters Score -5790938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5790958.000000 Penalty: 12709.325195
	Iteration 41Q: 3 clusters Score -5790958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5790976.500000 Penalty: 12709.325195
	Iteration 42Q: 3 clusters Score -5790976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5790990.000000 Penalty: 12709.325195
	Iteration 43Q: 3 clusters Score -5790990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5791001.500000 Penalty: 12709.325195
	Iteration 44Q: 3 clusters Score -5791002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5791010.000000 Penalty: 12709.325195
	Iteration 45Q: 3 clusters Score -5791010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5791025.000000 Penalty: 12709.325195
	Iteration 46Q: 3 clusters Score -5791025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -5791036.500000 Penalty: 12709.325195
	Iteration 47Q: 3 clusters Score -5791036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -5791046.000000 Penalty: 12709.325195
	Iteration 48Q: 3 clusters Score -5791046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5791063.000000 Penalty: 12709.325195
	Iteration 49Q: 3 clusters Score -5791063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5791069.000000 Penalty: 12709.325195
	Iteration 50Q: 3 clusters Score -5791069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5791069.500000 Penalty: 12709.325195
	Iteration 51Q: 3 clusters Score -5791070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -5791069.500000 Penalty: 12709.325195
	Iteration 52Q: 3 clusters Score -5791070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -5791071.000000 Penalty: 12709.325195
	Iteration 53Q: 3 clusters Score -5791071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5791088.500000 Penalty: 12709.325195
	Iteration 54Q: 3 clusters Score -5791088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5791099.000000 Penalty: 12709.325195
	Iteration 55Q: 3 clusters Score -5791099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5791104.500000 Penalty: 12709.325195
	Iteration 56Q: 3 clusters Score -5791104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -5791110.500000 Penalty: 12709.325195
	Iteration 57Q: 3 clusters Score -5791110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5791112.500000 Penalty: 12709.325195
	Iteration 58Q: 3 clusters Score -5791112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -5791119.500000 Penalty: 12709.325195
	Iteration 59Q: 3 clusters Score -5791120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -5791121.500000 Penalty: 12709.325195
	Iteration 60F: 3 clusters Score -5791122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5791126.000000 Penalty: 12709.325195
	Iteration 61Q: 3 clusters Score -5791126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -5791126.500000 Penalty: 12709.325195
	Iteration 62Q: 3 clusters Score -5791126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -5791124.000000 Penalty: 12709.325195
	Iteration 63Q: 3 clusters Score -5791124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5791131.500000 Penalty: 12709.325195
	Iteration 64Q: 3 clusters Score -5791132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5791146.500000 Penalty: 12709.325195
	Iteration 65Q: 3 clusters Score -5791146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -5791149.000000 Penalty: 12709.325195
	Iteration 66Q: 3 clusters Score -5791149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5791158.000000 Penalty: 12709.325195
	Iteration 67Q: 3 clusters Score -5791158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5791169.500000 Penalty: 12709.325195
	Iteration 68Q: 3 clusters Score -5791170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5791175.000000 Penalty: 12709.325195
	Iteration 69Q: 3 clusters Score -5791175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -5791176.500000 Penalty: 12709.325195
	Iteration 70Q: 3 clusters Score -5791176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5791183.000000 Penalty: 12709.325195
	Iteration 71Q: 3 clusters Score -5791183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5791182.000000 Penalty: 12709.325195
	Iteration 72Q: 3 clusters Score -5791182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5791190.500000 Penalty: 12709.325195
	Iteration 73Q: 3 clusters Score -5791190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -5791203.000000 Penalty: 12709.325195
	Iteration 74Q: 3 clusters Score -5791203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5791197.500000 Penalty: 12709.325195
	Iteration 75Q: 3 clusters Score -5791198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5791195.000000 Penalty: 12709.325195
	Iteration 76Q: 3 clusters Score -5791195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5791204.000000 Penalty: 12709.325195
	Iteration 77Q: 3 clusters Score -5791204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5791198.500000 Penalty: 12709.325195
	Iteration 78Q: 3 clusters Score -5791198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5791206.500000 Penalty: 12709.325195
	Iteration 79Q: 3 clusters Score -5791206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5791207.000000 Penalty: 12709.325195
	Iteration 80F: 3 clusters Score -5791207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -5791209.500000 Penalty: 12709.325195
	Iteration 81Q: 3 clusters Score -5791210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5791216.000000 Penalty: 12709.325195
	Iteration 82Q: 3 clusters Score -5791216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -5791223.500000 Penalty: 12709.325195
	Iteration 83Q: 3 clusters Score -5791224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -5791224.500000 Penalty: 12709.325195
	Iteration 84Q: 3 clusters Score -5791224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5791224.500000 Penalty: 12709.325195
	Iteration 85Q: 3 clusters Score -5791224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -5791222.000000 Penalty: 12709.325195
	Iteration 86Q: 3 clusters Score -5791222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5791232.500000 Penalty: 12709.325195
	Iteration 87Q: 3 clusters Score -5791232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5791234.000000 Penalty: 12709.325195
	Iteration 88Q: 3 clusters Score -5791234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5791233.500000 Penalty: 12709.325195
	Iteration 89Q: 3 clusters Score -5791234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5791228.500000 Penalty: 12709.325195
	Iteration 90Q: 3 clusters Score -5791228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -5791231.500000 Penalty: 12709.325195
	Iteration 91Q: 3 clusters Score -5791232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5791242.500000 Penalty: 12709.325195
	Iteration 92Q: 3 clusters Score -5791242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -5791241.500000 Penalty: 12709.325195
	Iteration 93Q: 3 clusters Score -5791242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -5791243.000000 Penalty: 12709.325195
	Iteration 94Q: 3 clusters Score -5791243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -5791249.000000 Penalty: 12709.325195
	Iteration 95Q: 3 clusters Score -5791249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5791252.500000 Penalty: 12709.325195
	Iteration 96Q: 3 clusters Score -5791252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5791245.500000 Penalty: 12709.325195
	Iteration 97Q: 3 clusters Score -5791246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -5791254.500000 Penalty: 12709.325195
	Iteration 98Q: 3 clusters Score -5791254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -5791254.500000 Penalty: 12709.325195
	Iteration 99Q: 3 clusters Score -5791254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -5791251.000000 Penalty: 12709.325195
	Iteration 100F: 3 clusters Score -5791251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5791251.000000 Penalty: 12709.325195
	Iteration 101Q: 3 clusters Score -5791251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5791252.000000 Penalty: 12709.325195
	Iteration 102Q: 3 clusters Score -5791252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -5791255.000000 Penalty: 12709.325195
	Iteration 103Q: 3 clusters Score -5791255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5791257.000000 Penalty: 12709.325195
	Iteration 104Q: 3 clusters Score -5791257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -5791250.000000 Penalty: 12709.325195
	Iteration 105Q: 3 clusters Score -5791250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5791255.500000 Penalty: 12709.325195
	Iteration 106Q: 3 clusters Score -5791256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -5791251.000000 Penalty: 12709.325195
	Iteration 107Q: 3 clusters Score -5791251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5791253.500000 Penalty: 12709.325195
	Iteration 108Q: 3 clusters Score -5791254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5791251.500000 Penalty: 12709.325195
	Iteration 109Q: 3 clusters Score -5791252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -5791256.500000 Penalty: 12709.325195
	Iteration 110Q: 3 clusters Score -5791256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5791261.000000 Penalty: 12709.325195
	Iteration 111Q: 3 clusters Score -5791261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5791257.500000 Penalty: 12709.325195
	Iteration 112Q: 3 clusters Score -5791258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5791270.500000 Penalty: 12709.325195
	Iteration 113Q: 3 clusters Score -5791270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -5791272.500000 Penalty: 12709.325195
	Iteration 114Q: 3 clusters Score -5791272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -5791275.000000 Penalty: 12709.325195
	Iteration 115Q: 3 clusters Score -5791275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -5791277.000000 Penalty: 12709.325195
	Iteration 116Q: 3 clusters Score -5791277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -5791281.000000 Penalty: 12709.325195
	Iteration 117Q: 3 clusters Score -5791281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5791284.500000 Penalty: 12709.325195
	Iteration 118Q: 3 clusters Score -5791284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -5791281.000000 Penalty: 12709.325195
	Iteration 119Q: 3 clusters Score -5791281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5791292.000000 Penalty: 12709.325195
	Iteration 120F: 3 clusters Score -5791292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5791291.000000 Penalty: 12709.325195
	Iteration 121Q: 3 clusters Score -5791291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5791290.000000 Penalty: 12709.325195
	Iteration 122Q: 3 clusters Score -5791290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5791288.500000 Penalty: 12709.325195
	Iteration 123Q: 3 clusters Score -5791288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5791294.500000 Penalty: 12709.325195
	Iteration 124Q: 3 clusters Score -5791294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5791287.500000 Penalty: 12709.325195
	Iteration 125Q: 3 clusters Score -5791288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5791290.500000 Penalty: 12709.325195
	Iteration 126Q: 3 clusters Score -5791290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5791290.500000 Penalty: 12709.325195
	Iteration 127F: 3 clusters Score -5791290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Entering Unmasked Estep 
Score: -7017298.000000 Penalty: 6468.521973
	Iteration 0F: 2 clusters Score -7017298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6989103.500000 Penalty: 12937.043945
	Iteration 0F: 3 clusters Score -6989104 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -6997997.000000 Penalty: 12937.043945
	Iteration 1F: 3 clusters Score -6997997 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -6998937.000000 Penalty: 12937.043945
	Iteration 2F: 3 clusters Score -6998937 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -7000016.500000 Penalty: 12937.043945
	Iteration 3Q: 3 clusters Score -7000016 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -7001145.500000 Penalty: 12937.043945
	Iteration 4Q: 3 clusters Score -7001146 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -7002165.000000 Penalty: 12937.043945
	Iteration 5Q: 3 clusters Score -7002165 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -7003010.000000 Penalty: 12937.043945
	Iteration 6Q: 3 clusters Score -7003010 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -7003939.000000 Penalty: 12937.043945
	Iteration 7Q: 3 clusters Score -7003939 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -7005048.500000 Penalty: 12937.043945
	Iteration 8Q: 3 clusters Score -7005048 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -7006457.000000 Penalty: 12937.043945
	Iteration 9F: 3 clusters Score -7006457 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -7008071.500000 Penalty: 12937.043945
	Iteration 10F: 3 clusters Score -7008072 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7009671.000000 Penalty: 12937.043945
	Iteration 11F: 3 clusters Score -7009671 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -7011119.500000 Penalty: 12937.043945
	Iteration 12Q: 3 clusters Score -7011120 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -7012142.000000 Penalty: 12937.043945
	Iteration 13Q: 3 clusters Score -7012142 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7012865.000000 Penalty: 12937.043945
	Iteration 14Q: 3 clusters Score -7012865 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7013406.000000 Penalty: 12937.043945
	Iteration 15Q: 3 clusters Score -7013406 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7013818.000000 Penalty: 12937.043945
	Iteration 16Q: 3 clusters Score -7013818 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7014069.000000 Penalty: 12937.043945
	Iteration 17Q: 3 clusters Score -7014069 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7014258.500000 Penalty: 12937.043945
	Iteration 18Q: 3 clusters Score -7014258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7014356.500000 Penalty: 12937.043945
	Iteration 19Q: 3 clusters Score -7014356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7014422.500000 Penalty: 12937.043945
	Iteration 20F: 3 clusters Score -7014422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7014501.000000 Penalty: 12937.043945
	Iteration 21Q: 3 clusters Score -7014501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7014543.500000 Penalty: 12937.043945
	Iteration 22Q: 3 clusters Score -7014544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7014553.000000 Penalty: 12937.043945
	Iteration 23Q: 3 clusters Score -7014553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7014560.500000 Penalty: 12937.043945
	Iteration 24Q: 3 clusters Score -7014560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7014580.500000 Penalty: 12937.043945
	Iteration 25Q: 3 clusters Score -7014580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7014583.500000 Penalty: 12937.043945
	Iteration 26Q: 3 clusters Score -7014584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7014582.000000 Penalty: 12937.043945
	Iteration 27Q: 3 clusters Score -7014582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7014583.000000 Penalty: 12937.043945
	Iteration 28Q: 3 clusters Score -7014583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7014581.500000 Penalty: 12937.043945
	Iteration 29Q: 3 clusters Score -7014582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7014580.500000 Penalty: 12937.043945
	Iteration 30Q: 3 clusters Score -7014580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7014580.500000 Penalty: 12937.043945
	Iteration 31F: 3 clusters Score -7014580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Entering Unmasked Estep 
Score: -2691065.500000 Penalty: 5914.879883
	Iteration 0F: 2 clusters Score -2691066 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 7715 members 
Entering Unmasked Estep 
Score: -2677296.750000 Penalty: 11829.759766
	Iteration 0F: 3 clusters Score -2677297 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2680655.000000 Penalty: 11829.759766
	Iteration 1F: 3 clusters Score -2680655 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2681277.750000 Penalty: 11829.759766
	Iteration 2F: 3 clusters Score -2681278 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2681766.250000 Penalty: 11829.759766
	Iteration 3F: 3 clusters Score -2681766 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2682220.500000 Penalty: 11829.759766
	Iteration 4Q: 3 clusters Score -2682220 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2682688.000000 Penalty: 11829.759766
	Iteration 5Q: 3 clusters Score -2682688 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2683156.250000 Penalty: 11829.759766
	Iteration 6Q: 3 clusters Score -2683156 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2683612.000000 Penalty: 11829.759766
	Iteration 7Q: 3 clusters Score -2683612 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2684064.500000 Penalty: 11829.759766
	Iteration 8Q: 3 clusters Score -2684064 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2684527.250000 Penalty: 11829.759766
	Iteration 9Q: 3 clusters Score -2684527 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2684978.000000 Penalty: 11829.759766
	Iteration 10Q: 3 clusters Score -2684978 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2685413.250000 Penalty: 11829.759766
	Iteration 11Q: 3 clusters Score -2685413 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2685840.250000 Penalty: 11829.759766
	Iteration 12Q: 3 clusters Score -2685840 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2686186.750000 Penalty: 11829.759766
	Iteration 13Q: 3 clusters Score -2686187 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2686492.750000 Penalty: 11829.759766
	Iteration 14Q: 3 clusters Score -2686493 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2686748.750000 Penalty: 11829.759766
	Iteration 15Q: 3 clusters Score -2686749 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2686931.000000 Penalty: 11829.759766
	Iteration 16Q: 3 clusters Score -2686931 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2687094.750000 Penalty: 11829.759766
	Iteration 17Q: 3 clusters Score -2687095 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2687168.750000 Penalty: 11829.759766
	Iteration 18Q: 3 clusters Score -2687169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2687214.500000 Penalty: 11829.759766
	Iteration 19Q: 3 clusters Score -2687214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2687259.750000 Penalty: 11829.759766
	Iteration 20F: 3 clusters Score -2687260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2687265.250000 Penalty: 11829.759766
	Iteration 21Q: 3 clusters Score -2687265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2687268.500000 Penalty: 11829.759766
	Iteration 22Q: 3 clusters Score -2687268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2687280.500000 Penalty: 11829.759766
	Iteration 23Q: 3 clusters Score -2687280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2687289.500000 Penalty: 11829.759766
	Iteration 24Q: 3 clusters Score -2687290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2687290.000000 Penalty: 11829.759766
	Iteration 25Q: 3 clusters Score -2687290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2687295.500000 Penalty: 11829.759766
	Iteration 26Q: 3 clusters Score -2687296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2687301.000000 Penalty: 11829.759766
	Iteration 27Q: 3 clusters Score -2687301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2687306.250000 Penalty: 11829.759766
	Iteration 28Q: 3 clusters Score -2687306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2687310.000000 Penalty: 11829.759766
	Iteration 29Q: 3 clusters Score -2687310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2687307.500000 Penalty: 11829.759766
	Iteration 30Q: 3 clusters Score -2687308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2687316.000000 Penalty: 11829.759766
	Iteration 31Q: 3 clusters Score -2687316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2687320.500000 Penalty: 11829.759766
	Iteration 32Q: 3 clusters Score -2687320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2687312.750000 Penalty: 11829.759766
	Iteration 33Q: 3 clusters Score -2687313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2687319.000000 Penalty: 11829.759766
	Iteration 34Q: 3 clusters Score -2687319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2687321.000000 Penalty: 11829.759766
	Iteration 35Q: 3 clusters Score -2687321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2687321.750000 Penalty: 11829.759766
	Iteration 36Q: 3 clusters Score -2687322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2687321.750000 Penalty: 11829.759766
	Iteration 37F: 3 clusters Score -2687322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Entering Unmasked Estep 
Score: -9522407.000000 Penalty: 6655.081543
	Iteration 0F: 2 clusters Score -9522407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -9485264.000000 Penalty: 13310.163086
	Iteration 0F: 3 clusters Score -9485264 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9497393.000000 Penalty: 13310.163086
	Iteration 1F: 3 clusters Score -9497393 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -9498289.000000 Penalty: 13310.163086
	Iteration 2F: 3 clusters Score -9498289 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -9499173.000000 Penalty: 13310.163086
	Iteration 3Q: 3 clusters Score -9499173 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -9499997.000000 Penalty: 13310.163086
	Iteration 4Q: 3 clusters Score -9499997 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -9501074.000000 Penalty: 13310.163086
	Iteration 5Q: 3 clusters Score -9501074 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -9502542.000000 Penalty: 13310.163086
	Iteration 6F: 3 clusters Score -9502542 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -9504574.000000 Penalty: 13310.163086
	Iteration 7F: 3 clusters Score -9504574 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9507134.000000 Penalty: 13310.163086
	Iteration 8F: 3 clusters Score -9507134 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -9509854.000000 Penalty: 13310.163086
	Iteration 9F: 3 clusters Score -9509854 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -9512207.000000 Penalty: 13310.163086
	Iteration 10F: 3 clusters Score -9512207 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -9513904.000000 Penalty: 13310.163086
	Iteration 11Q: 3 clusters Score -9513904 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -9514953.000000 Penalty: 13310.163086
	Iteration 12Q: 3 clusters Score -9514953 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -9515569.000000 Penalty: 13310.163086
	Iteration 13Q: 3 clusters Score -9515569 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -9515896.000000 Penalty: 13310.163086
	Iteration 14Q: 3 clusters Score -9515896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -9516106.000000 Penalty: 13310.163086
	Iteration 15Q: 3 clusters Score -9516106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -9516254.000000 Penalty: 13310.163086
	Iteration 16Q: 3 clusters Score -9516254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -9516325.000000 Penalty: 13310.163086
	Iteration 17Q: 3 clusters Score -9516325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -9516339.000000 Penalty: 13310.163086
	Iteration 18Q: 3 clusters Score -9516339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -9516369.000000 Penalty: 13310.163086
	Iteration 19Q: 3 clusters Score -9516369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -9516420.000000 Penalty: 13310.163086
	Iteration 20F: 3 clusters Score -9516420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -9516458.000000 Penalty: 13310.163086
	Iteration 21Q: 3 clusters Score -9516458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -9516490.000000 Penalty: 13310.163086
	Iteration 22Q: 3 clusters Score -9516490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -9516499.000000 Penalty: 13310.163086
	Iteration 23Q: 3 clusters Score -9516499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -9516524.000000 Penalty: 13310.163086
	Iteration 24Q: 3 clusters Score -9516524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -9516553.000000 Penalty: 13310.163086
	Iteration 25Q: 3 clusters Score -9516553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -9516545.000000 Penalty: 13310.163086
	Iteration 26Q: 3 clusters Score -9516545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -9516553.000000 Penalty: 13310.163086
	Iteration 27Q: 3 clusters Score -9516553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -9516561.000000 Penalty: 13310.163086
	Iteration 28Q: 3 clusters Score -9516561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -9516567.000000 Penalty: 13310.163086
	Iteration 29Q: 3 clusters Score -9516567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -9516576.000000 Penalty: 13310.163086
	Iteration 30Q: 3 clusters Score -9516576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -9516569.000000 Penalty: 13310.163086
	Iteration 31Q: 3 clusters Score -9516569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -9516569.000000 Penalty: 13310.163086
	Iteration 32Q: 3 clusters Score -9516569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -9516572.000000 Penalty: 13310.163086
	Iteration 33Q: 3 clusters Score -9516572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -9516587.000000 Penalty: 13310.163086
	Iteration 34Q: 3 clusters Score -9516587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -9516590.000000 Penalty: 13310.163086
	Iteration 35Q: 3 clusters Score -9516590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -9516602.000000 Penalty: 13310.163086
	Iteration 36Q: 3 clusters Score -9516602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -9516598.000000 Penalty: 13310.163086
	Iteration 37Q: 3 clusters Score -9516598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -9516598.000000 Penalty: 13310.163086
	Iteration 38F: 3 clusters Score -9516598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -256256.015625 Penalty: 4451.786621
	Iteration 0F: 2 clusters Score -256256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -251721.109375 Penalty: 8903.573242
	Iteration 0F: 3 clusters Score -251721.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -252199.656250 Penalty: 8903.573242
	Iteration 1F: 3 clusters Score -252199.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -252343.984375 Penalty: 8903.573242
	Iteration 2F: 3 clusters Score -252344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -252396.031250 Penalty: 8903.573242
	Iteration 3Q: 3 clusters Score -252396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -252425.078125 Penalty: 8903.573242
	Iteration 4Q: 3 clusters Score -252425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -252436.046875 Penalty: 8903.573242
	Iteration 5Q: 3 clusters Score -252436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -252444.015625 Penalty: 8903.573242
	Iteration 6Q: 3 clusters Score -252444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -252449.296875 Penalty: 8903.573242
	Iteration 7Q: 3 clusters Score -252449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -252457.625000 Penalty: 8903.573242
	Iteration 8Q: 3 clusters Score -252457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -252461.171875 Penalty: 8903.573242
	Iteration 9Q: 3 clusters Score -252461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -252464.734375 Penalty: 8903.573242
	Iteration 10Q: 3 clusters Score -252464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -252470.968750 Penalty: 8903.573242
	Iteration 11Q: 3 clusters Score -252471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -252477.484375 Penalty: 8903.573242
	Iteration 12Q: 3 clusters Score -252477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -252480.546875 Penalty: 8903.573242
	Iteration 13Q: 3 clusters Score -252480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -252480.546875 Penalty: 8903.573242
	Iteration 14F: 3 clusters Score -252480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -117970.117188 Penalty: 4067.723877
	Iteration 0F: 2 clusters Score -117970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -114213.960938 Penalty: 8135.447754
	Iteration 0F: 3 clusters Score -114214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114768.843750 Penalty: 8135.447754
	Iteration 1F: 3 clusters Score -114768.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -115060.554688 Penalty: 8135.447754
	Iteration 2F: 3 clusters Score -115060.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -115147.406250 Penalty: 8135.447754
	Iteration 3Q: 3 clusters Score -115147.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115210.054688 Penalty: 8135.447754
	Iteration 4Q: 3 clusters Score -115210.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115254.429688 Penalty: 8135.447754
	Iteration 5Q: 3 clusters Score -115254.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -115300.484375 Penalty: 8135.447754
	Iteration 6Q: 3 clusters Score -115300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -115334.351562 Penalty: 8135.447754
	Iteration 7Q: 3 clusters Score -115334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -115352.601562 Penalty: 8135.447754
	Iteration 8Q: 3 clusters Score -115352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115375.945312 Penalty: 8135.447754
	Iteration 9Q: 3 clusters Score -115375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -115395.312500 Penalty: 8135.447754
	Iteration 10Q: 3 clusters Score -115395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115425.039062 Penalty: 8135.447754
	Iteration 11Q: 3 clusters Score -115425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -115458.031250 Penalty: 8135.447754
	Iteration 12Q: 3 clusters Score -115458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -115471.578125 Penalty: 8135.447754
	Iteration 13Q: 3 clusters Score -115471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115473.718750 Penalty: 8135.447754
	Iteration 14Q: 3 clusters Score -115473.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115473.718750 Penalty: 8135.447754
	Iteration 15F: 3 clusters Score -115473.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Entering Unmasked Estep 
Score: -14962170.000000 Penalty: 6929.704590
	Iteration 0F: 2 clusters Score -1.496217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -14905624.000000 Penalty: 13859.409180
	Iteration 0F: 3 clusters Score -1.490562e+07 nChanged 37155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -14925692.000000 Penalty: 13859.409180
	Iteration 1F: 3 clusters Score -1.492569e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -14926771.000000 Penalty: 13859.409180
	Iteration 2Q: 3 clusters Score -1.492677e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -14927783.000000 Penalty: 13859.409180
	Iteration 3Q: 3 clusters Score -1.492778e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -14928790.000000 Penalty: 13859.409180
	Iteration 4Q: 3 clusters Score -1.492879e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -14930033.000000 Penalty: 13859.409180
	Iteration 5Q: 3 clusters Score -1.493003e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -14931704.000000 Penalty: 13859.409180
	Iteration 6Q: 3 clusters Score -1.49317e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -14934449.000000 Penalty: 13859.409180
	Iteration 7F: 3 clusters Score -1.493445e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -14938324.000000 Penalty: 13859.409180
	Iteration 8F: 3 clusters Score -1.493832e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -14943238.000000 Penalty: 13859.409180
	Iteration 9F: 3 clusters Score -1.494324e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -14948209.000000 Penalty: 13859.409180
	Iteration 10F: 3 clusters Score -1.494821e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -14951872.000000 Penalty: 13859.409180
	Iteration 11Q: 3 clusters Score -1.495187e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -14953928.000000 Penalty: 13859.409180
	Iteration 12Q: 3 clusters Score -1.495393e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -14954905.000000 Penalty: 13859.409180
	Iteration 13Q: 3 clusters Score -1.49549e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -14955363.000000 Penalty: 13859.409180
	Iteration 14Q: 3 clusters Score -1.495536e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -14955651.000000 Penalty: 13859.409180
	Iteration 15Q: 3 clusters Score -1.495565e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -14955831.000000 Penalty: 13859.409180
	Iteration 16Q: 3 clusters Score -1.495583e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -14955911.000000 Penalty: 13859.409180
	Iteration 17Q: 3 clusters Score -1.495591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -14955944.000000 Penalty: 13859.409180
	Iteration 18Q: 3 clusters Score -1.495594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -14955976.000000 Penalty: 13859.409180
	Iteration 19Q: 3 clusters Score -1.495598e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -14956024.000000 Penalty: 13859.409180
	Iteration 20F: 3 clusters Score -1.495602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -14956039.000000 Penalty: 13859.409180
	Iteration 21Q: 3 clusters Score -1.495604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -14956050.000000 Penalty: 13859.409180
	Iteration 22Q: 3 clusters Score -1.495605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -14956080.000000 Penalty: 13859.409180
	Iteration 23Q: 3 clusters Score -1.495608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -14956096.000000 Penalty: 13859.409180
	Iteration 24Q: 3 clusters Score -1.49561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -14956113.000000 Penalty: 13859.409180
	Iteration 25Q: 3 clusters Score -1.495611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -14956134.000000 Penalty: 13859.409180
	Iteration 26Q: 3 clusters Score -1.495613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -14956147.000000 Penalty: 13859.409180
	Iteration 27Q: 3 clusters Score -1.495615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -14956133.000000 Penalty: 13859.409180
	Iteration 28Q: 3 clusters Score -1.495613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -14956149.000000 Penalty: 13859.409180
	Iteration 29Q: 3 clusters Score -1.495615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -14956149.000000 Penalty: 13859.409180
	Iteration 30Q: 3 clusters Score -1.495615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -14956177.000000 Penalty: 13859.409180
	Iteration 31Q: 3 clusters Score -1.495618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -14956165.000000 Penalty: 13859.409180
	Iteration 32Q: 3 clusters Score -1.495616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -14956163.000000 Penalty: 13859.409180
	Iteration 33Q: 3 clusters Score -1.495616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -14956164.000000 Penalty: 13859.409180
	Iteration 34Q: 3 clusters Score -1.495616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -14956165.000000 Penalty: 13859.409180
	Iteration 35Q: 3 clusters Score -1.495616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -14956174.000000 Penalty: 13859.409180
	Iteration 36Q: 3 clusters Score -1.495617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -14956175.000000 Penalty: 13859.409180
	Iteration 37Q: 3 clusters Score -1.495618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -14956184.000000 Penalty: 13859.409180
	Iteration 38Q: 3 clusters Score -1.495618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -14956178.000000 Penalty: 13859.409180
	Iteration 39Q: 3 clusters Score -1.495618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -14956178.000000 Penalty: 13859.409180
	Iteration 40F: 3 clusters Score -1.495618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -85388.789062 Penalty: 3903.658203
	Iteration 0F: 2 clusters Score -85388.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81995.820312 Penalty: 7807.316406
	Iteration 0F: 3 clusters Score -81995.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82346.664062 Penalty: 7807.316406
	Iteration 1F: 3 clusters Score -82346.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82474.429688 Penalty: 7807.316406
	Iteration 2Q: 3 clusters Score -82474.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82620.242188 Penalty: 7807.316406
	Iteration 3Q: 3 clusters Score -82620.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82720.414062 Penalty: 7807.316406
	Iteration 4Q: 3 clusters Score -82720.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82900.015625 Penalty: 7807.316406
	Iteration 5Q: 3 clusters Score -82900.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83173.257812 Penalty: 7807.316406
	Iteration 6Q: 3 clusters Score -83173.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83392.898438 Penalty: 7807.316406
	Iteration 7Q: 3 clusters Score -83392.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83714.726562 Penalty: 7807.316406
	Iteration 8Q: 3 clusters Score -83714.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83962.156250 Penalty: 7807.316406
	Iteration 9Q: 3 clusters Score -83962.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84223.968750 Penalty: 7807.316406
	Iteration 10Q: 3 clusters Score -84223.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84537.101562 Penalty: 7807.316406
	Iteration 11Q: 3 clusters Score -84537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84765.765625 Penalty: 7807.316406
	Iteration 12Q: 3 clusters Score -84765.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84795.773438 Penalty: 7807.316406
	Iteration 13Q: 3 clusters Score -84795.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84804.445312 Penalty: 7807.316406
	Iteration 14Q: 3 clusters Score -84804.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84810.703125 Penalty: 7807.316406
	Iteration 15Q: 3 clusters Score -84810.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84820.421875 Penalty: 7807.316406
	Iteration 16Q: 3 clusters Score -84820.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84839.765625 Penalty: 7807.316406
	Iteration 17Q: 3 clusters Score -84839.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84862.656250 Penalty: 7807.316406
	Iteration 18Q: 3 clusters Score -84862.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84873.289062 Penalty: 7807.316406
	Iteration 19Q: 3 clusters Score -84873.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84900.515625 Penalty: 7807.316406
	Iteration 20F: 3 clusters Score -84900.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84912.625000 Penalty: 7807.316406
	Iteration 21Q: 3 clusters Score -84912.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84917.281250 Penalty: 7807.316406
	Iteration 22Q: 3 clusters Score -84917.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84917.281250 Penalty: 7807.316406
	Iteration 23F: 3 clusters Score -84917.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Entering Unmasked Estep 
Score: -1187588.750000 Penalty: 5397.501953
	Iteration 0F: 2 clusters Score -1187589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1179456.250000 Penalty: 10795.003906
	Iteration 0F: 3 clusters Score -1179456 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1181101.625000 Penalty: 10795.003906
	Iteration 1F: 3 clusters Score -1181102 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1181655.875000 Penalty: 10795.003906
	Iteration 2F: 3 clusters Score -1181656 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1182078.250000 Penalty: 10795.003906
	Iteration 3F: 3 clusters Score -1182078 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1182509.375000 Penalty: 10795.003906
	Iteration 4F: 3 clusters Score -1182509 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1182909.500000 Penalty: 10795.003906
	Iteration 5F: 3 clusters Score -1182910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1183288.375000 Penalty: 10795.003906
	Iteration 6F: 3 clusters Score -1183288 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1183566.625000 Penalty: 10795.003906
	Iteration 7Q: 3 clusters Score -1183567 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1183818.875000 Penalty: 10795.003906
	Iteration 8Q: 3 clusters Score -1183819 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1183972.875000 Penalty: 10795.003906
	Iteration 9Q: 3 clusters Score -1183973 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1184068.250000 Penalty: 10795.003906
	Iteration 10Q: 3 clusters Score -1184068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1184108.875000 Penalty: 10795.003906
	Iteration 11Q: 3 clusters Score -1184109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1184136.750000 Penalty: 10795.003906
	Iteration 12Q: 3 clusters Score -1184137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1184157.375000 Penalty: 10795.003906
	Iteration 13Q: 3 clusters Score -1184157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1184179.250000 Penalty: 10795.003906
	Iteration 14Q: 3 clusters Score -1184179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1184194.500000 Penalty: 10795.003906
	Iteration 15Q: 3 clusters Score -1184194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1184202.750000 Penalty: 10795.003906
	Iteration 16Q: 3 clusters Score -1184203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1184216.125000 Penalty: 10795.003906
	Iteration 17Q: 3 clusters Score -1184216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1184224.000000 Penalty: 10795.003906
	Iteration 18Q: 3 clusters Score -1184224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1184229.500000 Penalty: 10795.003906
	Iteration 19Q: 3 clusters Score -1184230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1184242.500000 Penalty: 10795.003906
	Iteration 20F: 3 clusters Score -1184242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1184251.000000 Penalty: 10795.003906
	Iteration 21Q: 3 clusters Score -1184251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1184256.500000 Penalty: 10795.003906
	Iteration 22Q: 3 clusters Score -1184256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1184258.875000 Penalty: 10795.003906
	Iteration 23Q: 3 clusters Score -1184259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1184259.875000 Penalty: 10795.003906
	Iteration 24Q: 3 clusters Score -1184260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1184263.125000 Penalty: 10795.003906
	Iteration 25Q: 3 clusters Score -1184263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1184263.500000 Penalty: 10795.003906
	Iteration 26Q: 3 clusters Score -1184264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1184269.375000 Penalty: 10795.003906
	Iteration 27Q: 3 clusters Score -1184269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1184269.125000 Penalty: 10795.003906
	Iteration 28Q: 3 clusters Score -1184269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1184271.750000 Penalty: 10795.003906
	Iteration 29Q: 3 clusters Score -1184272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1184274.500000 Penalty: 10795.003906
	Iteration 30Q: 3 clusters Score -1184274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1184276.250000 Penalty: 10795.003906
	Iteration 31Q: 3 clusters Score -1184276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1184275.125000 Penalty: 10795.003906
	Iteration 32Q: 3 clusters Score -1184275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1184279.875000 Penalty: 10795.003906
	Iteration 33Q: 3 clusters Score -1184280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1184282.500000 Penalty: 10795.003906
	Iteration 34Q: 3 clusters Score -1184282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1184283.125000 Penalty: 10795.003906
	Iteration 35Q: 3 clusters Score -1184283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1184286.875000 Penalty: 10795.003906
	Iteration 36Q: 3 clusters Score -1184287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1184288.125000 Penalty: 10795.003906
	Iteration 37Q: 3 clusters Score -1184288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1184290.875000 Penalty: 10795.003906
	Iteration 38Q: 3 clusters Score -1184291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1184290.875000 Penalty: 10795.003906
	Iteration 39F: 3 clusters Score -1184291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1831907.125000 Penalty: 5653.882812
	Iteration 0F: 2 clusters Score -1831907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1821629.875000 Penalty: 11307.765625
	Iteration 0F: 3 clusters Score -1821630 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1823816.750000 Penalty: 11307.765625
	Iteration 1F: 3 clusters Score -1823817 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1824286.625000 Penalty: 11307.765625
	Iteration 2F: 3 clusters Score -1824287 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1824700.000000 Penalty: 11307.765625
	Iteration 3F: 3 clusters Score -1824700 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1825173.625000 Penalty: 11307.765625
	Iteration 4Q: 3 clusters Score -1825174 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1825866.000000 Penalty: 11307.765625
	Iteration 5F: 3 clusters Score -1825866 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1826846.500000 Penalty: 11307.765625
	Iteration 6F: 3 clusters Score -1826846 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1827957.125000 Penalty: 11307.765625
	Iteration 7F: 3 clusters Score -1827957 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1828759.500000 Penalty: 11307.765625
	Iteration 8F: 3 clusters Score -1828760 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1829238.875000 Penalty: 11307.765625
	Iteration 9F: 3 clusters Score -1829239 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1829514.250000 Penalty: 11307.765625
	Iteration 10Q: 3 clusters Score -1829514 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1829696.750000 Penalty: 11307.765625
	Iteration 11Q: 3 clusters Score -1829697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1829819.875000 Penalty: 11307.765625
	Iteration 12Q: 3 clusters Score -1829820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1829900.250000 Penalty: 11307.765625
	Iteration 13Q: 3 clusters Score -1829900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1829967.125000 Penalty: 11307.765625
	Iteration 14Q: 3 clusters Score -1829967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1830002.750000 Penalty: 11307.765625
	Iteration 15Q: 3 clusters Score -1830003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1830032.500000 Penalty: 11307.765625
	Iteration 16Q: 3 clusters Score -1830032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1830063.375000 Penalty: 11307.765625
	Iteration 17Q: 3 clusters Score -1830063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1830078.625000 Penalty: 11307.765625
	Iteration 18Q: 3 clusters Score -1830079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1830100.375000 Penalty: 11307.765625
	Iteration 19Q: 3 clusters Score -1830100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1830112.875000 Penalty: 11307.765625
	Iteration 20F: 3 clusters Score -1830113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1830113.375000 Penalty: 11307.765625
	Iteration 21Q: 3 clusters Score -1830113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1830120.875000 Penalty: 11307.765625
	Iteration 22Q: 3 clusters Score -1830121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1830123.875000 Penalty: 11307.765625
	Iteration 23Q: 3 clusters Score -1830124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1830124.875000 Penalty: 11307.765625
	Iteration 24Q: 3 clusters Score -1830125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1830134.125000 Penalty: 11307.765625
	Iteration 25Q: 3 clusters Score -1830134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1830131.125000 Penalty: 11307.765625
	Iteration 26Q: 3 clusters Score -1830131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1830134.000000 Penalty: 11307.765625
	Iteration 27Q: 3 clusters Score -1830134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1830134.375000 Penalty: 11307.765625
	Iteration 28Q: 3 clusters Score -1830134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1830134.375000 Penalty: 11307.765625
	Iteration 29Q: 3 clusters Score -1830134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1830134.250000 Penalty: 11307.765625
	Iteration 30Q: 3 clusters Score -1830134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1830134.250000 Penalty: 11307.765625
	Iteration 31F: 3 clusters Score -1830134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -72905.671875 Penalty: 3741.914307
	Iteration 0F: 2 clusters Score -72905.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69684.156250 Penalty: 7483.828613
	Iteration 0F: 3 clusters Score -69684.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69793.531250 Penalty: 7483.828613
	Iteration 1F: 3 clusters Score -69793.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69814.656250 Penalty: 7483.828613
	Iteration 2Q: 3 clusters Score -69814.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69820.890625 Penalty: 7483.828613
	Iteration 3Q: 3 clusters Score -69820.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69822.898438 Penalty: 7483.828613
	Iteration 4Q: 3 clusters Score -69822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69822.898438 Penalty: 7483.828613
	Iteration 5F: 3 clusters Score -69822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Entering Unmasked Estep 
Score: -14529005.000000 Penalty: 6920.206055
	Iteration 0F: 2 clusters Score -1.4529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -14473410.000000 Penalty: 13840.412109
	Iteration 0F: 3 clusters Score -1.447341e+07 nChanged 36537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -14493162.000000 Penalty: 13840.412109
	Iteration 1F: 3 clusters Score -1.449316e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -14494119.000000 Penalty: 13840.412109
	Iteration 2Q: 3 clusters Score -1.449412e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -14494856.000000 Penalty: 13840.412109
	Iteration 3Q: 3 clusters Score -1.449486e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -14495620.000000 Penalty: 13840.412109
	Iteration 4Q: 3 clusters Score -1.449562e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -14496383.000000 Penalty: 13840.412109
	Iteration 5Q: 3 clusters Score -1.449638e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -14497248.000000 Penalty: 13840.412109
	Iteration 6Q: 3 clusters Score -1.449725e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -14498058.000000 Penalty: 13840.412109
	Iteration 7Q: 3 clusters Score -1.449806e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -14499410.000000 Penalty: 13840.412109
	Iteration 8Q: 3 clusters Score -1.449941e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -14500959.000000 Penalty: 13840.412109
	Iteration 9Q: 3 clusters Score -1.450096e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -14503023.000000 Penalty: 13840.412109
	Iteration 10F: 3 clusters Score -1.450302e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -14505748.000000 Penalty: 13840.412109
	Iteration 11F: 3 clusters Score -1.450575e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -14509115.000000 Penalty: 13840.412109
	Iteration 12F: 3 clusters Score -1.450912e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -14512886.000000 Penalty: 13840.412109
	Iteration 13F: 3 clusters Score -1.451289e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -14516609.000000 Penalty: 13840.412109
	Iteration 14F: 3 clusters Score -1.451661e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -14520111.000000 Penalty: 13840.412109
	Iteration 15Q: 3 clusters Score -1.452011e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -14522932.000000 Penalty: 13840.412109
	Iteration 16Q: 3 clusters Score -1.452293e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -14524320.000000 Penalty: 13840.412109
	Iteration 17Q: 3 clusters Score -1.452432e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -14524828.000000 Penalty: 13840.412109
	Iteration 18Q: 3 clusters Score -1.452483e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -14524933.000000 Penalty: 13840.412109
	Iteration 19Q: 3 clusters Score -1.452493e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -14524997.000000 Penalty: 13840.412109
	Iteration 20F: 3 clusters Score -1.4525e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -14525031.000000 Penalty: 13840.412109
	Iteration 21Q: 3 clusters Score -1.452503e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -14525060.000000 Penalty: 13840.412109
	Iteration 22Q: 3 clusters Score -1.452506e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -14525098.000000 Penalty: 13840.412109
	Iteration 23Q: 3 clusters Score -1.45251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -14525108.000000 Penalty: 13840.412109
	Iteration 24Q: 3 clusters Score -1.452511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -14525119.000000 Penalty: 13840.412109
	Iteration 25Q: 3 clusters Score -1.452512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -14525148.000000 Penalty: 13840.412109
	Iteration 26Q: 3 clusters Score -1.452515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -14525145.000000 Penalty: 13840.412109
	Iteration 27Q: 3 clusters Score -1.452514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -14525149.000000 Penalty: 13840.412109
	Iteration 28Q: 3 clusters Score -1.452515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -14525151.000000 Penalty: 13840.412109
	Iteration 29Q: 3 clusters Score -1.452515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -14525150.000000 Penalty: 13840.412109
	Iteration 30Q: 3 clusters Score -1.452515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -14525131.000000 Penalty: 13840.412109
	Iteration 31Q: 3 clusters Score -1.452513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -14525141.000000 Penalty: 13840.412109
	Iteration 32Q: 3 clusters Score -1.452514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -14525142.000000 Penalty: 13840.412109
	Iteration 33Q: 3 clusters Score -1.452514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -14525137.000000 Penalty: 13840.412109
	Iteration 34Q: 3 clusters Score -1.452514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -14525142.000000 Penalty: 13840.412109
	Iteration 35Q: 3 clusters Score -1.452514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -14525147.000000 Penalty: 13840.412109
	Iteration 36Q: 3 clusters Score -1.452515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14525152.000000 Penalty: 13840.412109
	Iteration 37Q: 3 clusters Score -1.452515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -14525156.000000 Penalty: 13840.412109
	Iteration 38Q: 3 clusters Score -1.452516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -14525147.000000 Penalty: 13840.412109
	Iteration 39Q: 3 clusters Score -1.452515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14525148.000000 Penalty: 13840.412109
	Iteration 40F: 3 clusters Score -1.452515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14525165.000000 Penalty: 13840.412109
	Iteration 41Q: 3 clusters Score -1.452516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -14525162.000000 Penalty: 13840.412109
	Iteration 42Q: 3 clusters Score -1.452516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14525157.000000 Penalty: 13840.412109
	Iteration 43Q: 3 clusters Score -1.452516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -14525156.000000 Penalty: 13840.412109
	Iteration 44Q: 3 clusters Score -1.452516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -14525149.000000 Penalty: 13840.412109
	Iteration 45Q: 3 clusters Score -1.452515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -14525149.000000 Penalty: 13840.412109
	Iteration 46Q: 3 clusters Score -1.452515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -14525156.000000 Penalty: 13840.412109
	Iteration 47Q: 3 clusters Score -1.452516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -14525154.000000 Penalty: 13840.412109
	Iteration 48Q: 3 clusters Score -1.452515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -14525163.000000 Penalty: 13840.412109
	Iteration 49Q: 3 clusters Score -1.452516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -14525163.000000 Penalty: 13840.412109
	Iteration 50F: 3 clusters Score -1.452516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -83618.515625 Penalty: 3854.719238
	Iteration 0F: 2 clusters Score -83618.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80153.312500 Penalty: 7709.438477
	Iteration 0F: 3 clusters Score -80153.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80326.000000 Penalty: 7709.438477
	Iteration 1F: 3 clusters Score -80326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80378.117188 Penalty: 7709.438477
	Iteration 2Q: 3 clusters Score -80378.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80433.679688 Penalty: 7709.438477
	Iteration 3Q: 3 clusters Score -80433.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80474.968750 Penalty: 7709.438477
	Iteration 4Q: 3 clusters Score -80474.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80511.343750 Penalty: 7709.438477
	Iteration 5Q: 3 clusters Score -80511.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80539.039062 Penalty: 7709.438477
	Iteration 6Q: 3 clusters Score -80539.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80582.914062 Penalty: 7709.438477
	Iteration 7Q: 3 clusters Score -80582.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80627.445312 Penalty: 7709.438477
	Iteration 8Q: 3 clusters Score -80627.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80639.210938 Penalty: 7709.438477
	Iteration 9Q: 3 clusters Score -80639.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80653.781250 Penalty: 7709.438477
	Iteration 10Q: 3 clusters Score -80653.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80663.843750 Penalty: 7709.438477
	Iteration 11F: 3 clusters Score -80663.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80744.445312 Penalty: 7709.438477
	Iteration 12Q: 3 clusters Score -80744.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80752.367188 Penalty: 7709.438477
	Iteration 13Q: 3 clusters Score -80752.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80768.656250 Penalty: 7709.438477
	Iteration 14Q: 3 clusters Score -80768.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80771.632812 Penalty: 7709.438477
	Iteration 15Q: 3 clusters Score -80771.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80784.921875 Penalty: 7709.438477
	Iteration 16Q: 3 clusters Score -80784.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -80791.648438 Penalty: 7709.438477
	Iteration 17Q: 3 clusters Score -80791.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -80798.007812 Penalty: 7709.438477
	Iteration 18Q: 3 clusters Score -80798.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -80798.007812 Penalty: 7709.438477
	Iteration 19F: 3 clusters Score -80798.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -86134.242188 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -86134.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82611.687500 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -82611.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82920.359375 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -82920.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83102.273438 Penalty: 7836.238770
	Iteration 2Q: 3 clusters Score -83102.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83456.679688 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -83456.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83636.812500 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -83636.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83770.914062 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -83770.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83865.812500 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -83865.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83932.953125 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -83932.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -83993.671875 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -83993.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -84036.539062 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -84036.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -84050.078125 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -84050.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -84065.625000 Penalty: 7836.238770
	Iteration 11Q: 3 clusters Score -84065.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -84068.734375 Penalty: 7836.238770
	Iteration 12Q: 3 clusters Score -84068.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -84072.078125 Penalty: 7836.238770
	Iteration 13Q: 3 clusters Score -84072.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -84074.062500 Penalty: 7836.238770
	Iteration 14F: 3 clusters Score -84074.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -84086.070312 Penalty: 7836.238770
	Iteration 15Q: 3 clusters Score -84086.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -84104.820312 Penalty: 7836.238770
	Iteration 16Q: 3 clusters Score -84104.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -84138.882812 Penalty: 7836.238770
	Iteration 17Q: 3 clusters Score -84138.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -84220.195312 Penalty: 7836.238770
	Iteration 18Q: 3 clusters Score -84220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -84384.546875 Penalty: 7836.238770
	Iteration 19Q: 3 clusters Score -84384.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -84549.890625 Penalty: 7836.238770
	Iteration 20F: 3 clusters Score -84549.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -84588.914062 Penalty: 7836.238770
	Iteration 21Q: 3 clusters Score -84588.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -84626.617188 Penalty: 7836.238770
	Iteration 22Q: 3 clusters Score -84626.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -84645.984375 Penalty: 7836.238770
	Iteration 23Q: 3 clusters Score -84645.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -84659.648438 Penalty: 7836.238770
	Iteration 24Q: 3 clusters Score -84659.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -84659.648438 Penalty: 7836.238770
	Iteration 25F: 3 clusters Score -84659.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -145832.390625 Penalty: 4232.224121
	Iteration 0F: 2 clusters Score -145832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141849.890625 Penalty: 8464.448242
	Iteration 0F: 3 clusters Score -141849.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -142432.203125 Penalty: 8464.448242
	Iteration 1F: 3 clusters Score -142432.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -143392.265625 Penalty: 8464.448242
	Iteration 2F: 3 clusters Score -143392.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -143761.156250 Penalty: 8464.448242
	Iteration 3F: 3 clusters Score -143761.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -144125.312500 Penalty: 8464.448242
	Iteration 4F: 3 clusters Score -144125.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -144473.609375 Penalty: 8464.448242
	Iteration 5F: 3 clusters Score -144473.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -144820.906250 Penalty: 8464.448242
	Iteration 6Q: 3 clusters Score -144820.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -144974.531250 Penalty: 8464.448242
	Iteration 7Q: 3 clusters Score -144974.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -145057.734375 Penalty: 8464.448242
	Iteration 8Q: 3 clusters Score -145057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -145116.921875 Penalty: 8464.448242
	Iteration 9Q: 3 clusters Score -145116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -145136.640625 Penalty: 8464.448242
	Iteration 10Q: 3 clusters Score -145136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -145151.187500 Penalty: 8464.448242
	Iteration 11Q: 3 clusters Score -145151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -145159.687500 Penalty: 8464.448242
	Iteration 12Q: 3 clusters Score -145159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -145166.687500 Penalty: 8464.448242
	Iteration 13Q: 3 clusters Score -145166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -145176.218750 Penalty: 8464.448242
	Iteration 14Q: 3 clusters Score -145176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -145209.546875 Penalty: 8464.448242
	Iteration 15Q: 3 clusters Score -145209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -145229.812500 Penalty: 8464.448242
	Iteration 16Q: 3 clusters Score -145229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -145229.812500 Penalty: 8464.448242
	Iteration 17F: 3 clusters Score -145229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 480550 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12659 members 
Mstep: Class 9 contains 76639 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 36068 members 
Mstep: Class 13 contains 64888 members 
Mstep: Class 14 contains 175618 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32047 members 
Mstep: Class 18 contains 38594 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 52336 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 81945 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80684 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850176.000000 Penalty: 267010.843750
Iteration 159Q: 32 clusters Score -2.268502e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 480460 members 
Mstep: Class 3 contains 12606 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 76624 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36081 members 
Mstep: Class 13 contains 64890 members 
Mstep: Class 14 contains 175602 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32048 members 
Mstep: Class 18 contains 38581 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 52326 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82049 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80715 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850176.000000 Penalty: 267010.843750
Iteration 160F: 32 clusters Score -2.268502e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 480371 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 8521 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 76595 members 
Mstep: Class 10 contains 10351 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36094 members 
Mstep: Class 13 contains 64898 members 
Mstep: Class 14 contains 175587 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38571 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 52314 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82174 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80731 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850608.000000 Penalty: 267010.843750
Iteration 161Q: 32 clusters Score -2.268506e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 480312 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76570 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 36098 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175575 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38563 members 
Mstep: Class 19 contains 15633 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82275 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80742 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850576.000000 Penalty: 267010.843750
Iteration 162Q: 32 clusters Score -2.268506e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 480291 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76538 members 
Mstep: Class 10 contains 10322 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36112 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175571 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38551 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 52291 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82345 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80749 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850656.000000 Penalty: 267010.843750
Iteration 163Q: 32 clusters Score -2.268507e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 480271 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 76526 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36115 members 
Mstep: Class 13 contains 64910 members 
Mstep: Class 14 contains 175566 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32053 members 
Mstep: Class 18 contains 38551 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 52281 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82401 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80752 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850640.000000 Penalty: 267010.843750
Iteration 164Q: 32 clusters Score -2.268506e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 480253 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76499 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36130 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 175560 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32055 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15625 members 
Mstep: Class 20 contains 52275 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82446 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80759 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850512.000000 Penalty: 267010.843750
Iteration 165Q: 32 clusters Score -2.268505e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 480241 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 76483 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36137 members 
Mstep: Class 13 contains 64915 members 
Mstep: Class 14 contains 175552 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32054 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15625 members 
Mstep: Class 20 contains 52269 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82480 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80767 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850608.000000 Penalty: 267010.843750
Iteration 166Q: 32 clusters Score -2.268506e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 480233 members 
Mstep: Class 3 contains 12606 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38310 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 76472 members 
Mstep: Class 10 contains 10276 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36143 members 
Mstep: Class 13 contains 64917 members 
Mstep: Class 14 contains 175548 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32054 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15624 members 
Mstep: Class 20 contains 52262 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82511 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80769 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 267010.843750
Iteration 167Q: 32 clusters Score -2.268505e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 480226 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 8520 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38310 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 76457 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 36145 members 
Mstep: Class 13 contains 64919 members 
Mstep: Class 14 contains 175547 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32053 members 
Mstep: Class 18 contains 38546 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 52262 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82535 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80773 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850544.000000 Penalty: 267010.843750
Iteration 168Q: 32 clusters Score -2.268505e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 480215 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38311 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 76447 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 36155 members 
Mstep: Class 13 contains 64920 members 
Mstep: Class 14 contains 175541 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32052 members 
Mstep: Class 18 contains 38550 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52257 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82552 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80776 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 267010.843750
Iteration 169Q: 32 clusters Score -2.268505e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 480201 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 76443 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 36164 members 
Mstep: Class 13 contains 64920 members 
Mstep: Class 14 contains 175540 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32052 members 
Mstep: Class 18 contains 38549 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 52256 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82563 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80779 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850448.000000 Penalty: 267010.843750
Iteration 170Q: 32 clusters Score -2.268504e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 480189 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 76439 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36174 members 
Mstep: Class 13 contains 64919 members 
Mstep: Class 14 contains 175537 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32051 members 
Mstep: Class 18 contains 38551 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52253 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82574 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80782 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850384.000000 Penalty: 267010.843750
Iteration 171Q: 32 clusters Score -2.268504e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 480186 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76435 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36184 members 
Mstep: Class 13 contains 64917 members 
Mstep: Class 14 contains 175534 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32052 members 
Mstep: Class 18 contains 38552 members 
Mstep: Class 19 contains 15617 members 
Mstep: Class 20 contains 52251 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82578 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80785 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 267010.843750
Iteration 172Q: 32 clusters Score -2.268505e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 480175 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76435 members 
Mstep: Class 10 contains 10240 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36193 members 
Mstep: Class 13 contains 64918 members 
Mstep: Class 14 contains 175533 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32051 members 
Mstep: Class 18 contains 38551 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52250 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82582 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80786 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850544.000000 Penalty: 267010.843750
Iteration 173Q: 32 clusters Score -2.268505e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 480181 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76429 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36198 members 
Mstep: Class 13 contains 64917 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38548 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52249 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82591 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80785 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 267010.843750
Iteration 174Q: 32 clusters Score -2.268505e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 480178 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76427 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36207 members 
Mstep: Class 13 contains 64915 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38549 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52246 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82598 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80783 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850512.000000 Penalty: 267010.843750
Iteration 175Q: 32 clusters Score -2.268505e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 480169 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6000 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76433 members 
Mstep: Class 10 contains 10216 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36215 members 
Mstep: Class 13 contains 64917 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82608 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80783 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850688.000000 Penalty: 267010.843750
Iteration 176Q: 32 clusters Score -2.268507e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 480168 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76435 members 
Mstep: Class 10 contains 10201 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36221 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82617 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80785 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850624.000000 Penalty: 267010.843750
Iteration 177Q: 32 clusters Score -2.268506e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 480176 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76435 members 
Mstep: Class 10 contains 10186 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36222 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52243 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82622 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80784 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850544.000000 Penalty: 267010.843750
Iteration 178Q: 32 clusters Score -2.268505e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 480187 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76434 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36227 members 
Mstep: Class 13 contains 64915 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38537 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82622 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80784 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850592.000000 Penalty: 267010.843750
Iteration 179Q: 32 clusters Score -2.268506e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 480191 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76432 members 
Mstep: Class 10 contains 10165 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 36231 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175532 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38538 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82625 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80783 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850512.000000 Penalty: 267010.843750
Iteration 180F: 32 clusters Score -2.268505e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 480199 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76427 members 
Mstep: Class 10 contains 10160 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36232 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 175531 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38539 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82628 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80781 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850624.000000 Penalty: 267010.843750
Iteration 181Q: 32 clusters Score -2.268506e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 480203 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76420 members 
Mstep: Class 10 contains 10155 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36230 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 175530 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82637 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80782 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850512.000000 Penalty: 267010.843750
Iteration 182Q: 32 clusters Score -2.268505e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 480207 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76418 members 
Mstep: Class 10 contains 10146 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36230 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 175530 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82643 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80783 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850496.000000 Penalty: 267010.843750
Iteration 183Q: 32 clusters Score -2.268505e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 480212 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76414 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36230 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 175530 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52241 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82649 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80783 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850528.000000 Penalty: 267010.843750
Iteration 184Q: 32 clusters Score -2.268505e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 480212 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76412 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36231 members 
Mstep: Class 13 contains 64912 members 
Mstep: Class 14 contains 175529 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82651 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80783 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850528.000000 Penalty: 267010.843750
Iteration 185Q: 32 clusters Score -2.268505e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 480213 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76407 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36234 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175528 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38540 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52240 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82652 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80785 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 267010.843750
Iteration 186Q: 32 clusters Score -2.268505e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 480215 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 76400 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36237 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175526 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38541 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52238 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82656 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80786 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850512.000000 Penalty: 267010.843750
Iteration 187Q: 32 clusters Score -2.268505e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 480215 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76394 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36238 members 
Mstep: Class 13 contains 64913 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52237 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82664 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80785 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850384.000000 Penalty: 267010.843750
Iteration 188Q: 32 clusters Score -2.268504e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 480206 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76389 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36242 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52236 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82671 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80785 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850368.000000 Penalty: 267010.843750
Iteration 189Q: 32 clusters Score -2.268504e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 480205 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76386 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36242 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15619 members 
Mstep: Class 20 contains 52234 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82676 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850448.000000 Penalty: 267010.843750
Iteration 190Q: 32 clusters Score -2.268504e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 480208 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8524 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76381 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36241 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52233 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82679 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 267010.843750
Iteration 191Q: 32 clusters Score -2.268505e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 480206 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76378 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36245 members 
Mstep: Class 13 contains 64913 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52232 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82680 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 267010.843750
Iteration 192Q: 32 clusters Score -2.268505e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480197 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76374 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36247 members 
Mstep: Class 13 contains 64913 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52233 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82688 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850496.000000 Penalty: 267010.843750
Iteration 193Q: 32 clusters Score -2.268505e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480194 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76371 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36250 members 
Mstep: Class 13 contains 64913 members 
Mstep: Class 14 contains 175524 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52233 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82692 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850576.000000 Penalty: 267010.843750
Iteration 194Q: 32 clusters Score -2.268506e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480190 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76367 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 36252 members 
Mstep: Class 13 contains 64912 members 
Mstep: Class 14 contains 175523 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52233 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82698 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850496.000000 Penalty: 267010.843750
Iteration 195Q: 32 clusters Score -2.268505e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480187 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76364 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36257 members 
Mstep: Class 13 contains 64911 members 
Mstep: Class 14 contains 175522 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52232 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82701 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850432.000000 Penalty: 267010.843750
Iteration 196Q: 32 clusters Score -2.268504e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480185 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36260 members 
Mstep: Class 13 contains 64910 members 
Mstep: Class 14 contains 175521 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52231 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82706 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80787 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850432.000000 Penalty: 267010.843750
Iteration 197Q: 32 clusters Score -2.268504e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480175 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36265 members 
Mstep: Class 13 contains 64909 members 
Mstep: Class 14 contains 175520 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52230 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82712 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80789 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850336.000000 Penalty: 267010.843750
Iteration 198Q: 32 clusters Score -2.268503e+08 nChanged 9
Entering ConstructFrom: 
Score: -226850336.000000 Penalty: 267010.843750
Entering ConstructFrom: 
Trying to split cluster 1 (26205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Entering Unmasked Estep 
Score: -4497881.000000 Penalty: 6231.394531
	Iteration 0F: 2 clusters Score -4497881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4477417.500000 Penalty: 12462.789062
	Iteration 0F: 3 clusters Score -4477418 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4483305.500000 Penalty: 12462.789062
	Iteration 1F: 3 clusters Score -4483306 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4484028.000000 Penalty: 12462.789062
	Iteration 2F: 3 clusters Score -4484028 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4484585.500000 Penalty: 12462.789062
	Iteration 3F: 3 clusters Score -4484586 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4485041.500000 Penalty: 12462.789062
	Iteration 4Q: 3 clusters Score -4485042 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4485499.000000 Penalty: 12462.789062
	Iteration 5Q: 3 clusters Score -4485499 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4486017.500000 Penalty: 12462.789062
	Iteration 6Q: 3 clusters Score -4486018 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4486587.500000 Penalty: 12462.789062
	Iteration 7Q: 3 clusters Score -4486588 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4487162.000000 Penalty: 12462.789062
	Iteration 8Q: 3 clusters Score -4487162 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4487751.000000 Penalty: 12462.789062
	Iteration 9Q: 3 clusters Score -4487751 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -4488294.000000 Penalty: 12462.789062
	Iteration 10Q: 3 clusters Score -4488294 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4488864.000000 Penalty: 12462.789062
	Iteration 11Q: 3 clusters Score -4488864 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4489426.500000 Penalty: 12462.789062
	Iteration 12Q: 3 clusters Score -4489426 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4489959.000000 Penalty: 12462.789062
	Iteration 13Q: 3 clusters Score -4489959 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4490514.500000 Penalty: 12462.789062
	Iteration 14Q: 3 clusters Score -4490514 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4491082.500000 Penalty: 12462.789062
	Iteration 15Q: 3 clusters Score -4491082 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4491566.500000 Penalty: 12462.789062
	Iteration 16Q: 3 clusters Score -4491566 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4491987.500000 Penalty: 12462.789062
	Iteration 17Q: 3 clusters Score -4491988 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4492331.500000 Penalty: 12462.789062
	Iteration 18Q: 3 clusters Score -4492332 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4492633.500000 Penalty: 12462.789062
	Iteration 19Q: 3 clusters Score -4492634 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4492856.500000 Penalty: 12462.789062
	Iteration 20F: 3 clusters Score -4492856 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4493028.000000 Penalty: 12462.789062
	Iteration 21Q: 3 clusters Score -4493028 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4493158.500000 Penalty: 12462.789062
	Iteration 22Q: 3 clusters Score -4493158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4493237.500000 Penalty: 12462.789062
	Iteration 23Q: 3 clusters Score -4493238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4493339.500000 Penalty: 12462.789062
	Iteration 24Q: 3 clusters Score -4493340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4493391.000000 Penalty: 12462.789062
	Iteration 25Q: 3 clusters Score -4493391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4493422.000000 Penalty: 12462.789062
	Iteration 26Q: 3 clusters Score -4493422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4493441.000000 Penalty: 12462.789062
	Iteration 27Q: 3 clusters Score -4493441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4493463.500000 Penalty: 12462.789062
	Iteration 28Q: 3 clusters Score -4493464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4493484.500000 Penalty: 12462.789062
	Iteration 29Q: 3 clusters Score -4493484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4493502.000000 Penalty: 12462.789062
	Iteration 30Q: 3 clusters Score -4493502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4493512.500000 Penalty: 12462.789062
	Iteration 31Q: 3 clusters Score -4493512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4493527.500000 Penalty: 12462.789062
	Iteration 32Q: 3 clusters Score -4493528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4493534.500000 Penalty: 12462.789062
	Iteration 33Q: 3 clusters Score -4493534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4493537.000000 Penalty: 12462.789062
	Iteration 34Q: 3 clusters Score -4493537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4493554.000000 Penalty: 12462.789062
	Iteration 35Q: 3 clusters Score -4493554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4493552.500000 Penalty: 12462.789062
	Iteration 36Q: 3 clusters Score -4493552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4493566.000000 Penalty: 12462.789062
	Iteration 37Q: 3 clusters Score -4493566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4493564.000000 Penalty: 12462.789062
	Iteration 38Q: 3 clusters Score -4493564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4493576.000000 Penalty: 12462.789062
	Iteration 39Q: 3 clusters Score -4493576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4493578.500000 Penalty: 12462.789062
	Iteration 40F: 3 clusters Score -4493578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4493583.500000 Penalty: 12462.789062
	Iteration 41Q: 3 clusters Score -4493584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4493585.500000 Penalty: 12462.789062
	Iteration 42Q: 3 clusters Score -4493586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4493581.500000 Penalty: 12462.789062
	Iteration 43Q: 3 clusters Score -4493582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4493580.000000 Penalty: 12462.789062
	Iteration 44Q: 3 clusters Score -4493580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4493580.000000 Penalty: 12462.789062
	Iteration 45F: 3 clusters Score -4493580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480171 members 
Entering Unmasked Estep 
Score: -86749240.000000 Penalty: 8012.662598
	Iteration 0F: 2 clusters Score -8.674924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239760 members 
Mstep: Class 2 contains 240411 members 
Entering Unmasked Estep 
Score: -86449048.000000 Penalty: 16025.325195
	Iteration 0F: 3 clusters Score -8.644905e+07 nChanged 231178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231838 members 
Mstep: Class 2 contains 248333 members 
Entering Unmasked Estep 
Score: -86586080.000000 Penalty: 16025.325195
	Iteration 1F: 3 clusters Score -8.658608e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226981 members 
Mstep: Class 2 contains 253190 members 
Entering Unmasked Estep 
Score: -86588080.000000 Penalty: 16025.325195
	Iteration 2Q: 3 clusters Score -8.658808e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219380 members 
Mstep: Class 2 contains 260791 members 
Entering Unmasked Estep 
Score: -86591120.000000 Penalty: 16025.325195
	Iteration 3Q: 3 clusters Score -8.659112e+07 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207641 members 
Mstep: Class 2 contains 272530 members 
Entering Unmasked Estep 
Score: -86595408.000000 Penalty: 16025.325195
	Iteration 4Q: 3 clusters Score -8.659541e+07 nChanged 19874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189919 members 
Mstep: Class 2 contains 290252 members 
Entering Unmasked Estep 
Score: -86603256.000000 Penalty: 16025.325195
	Iteration 5Q: 3 clusters Score -8.660326e+07 nChanged 26771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 315913 members 
Entering Unmasked Estep 
Score: -86616808.000000 Penalty: 16025.325195
	Iteration 6F: 3 clusters Score -8.661681e+07 nChanged 35689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 351220 members 
Entering Unmasked Estep 
Score: -86641816.000000 Penalty: 16025.325195
	Iteration 7F: 3 clusters Score -8.664182e+07 nChanged 42761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 393901 members 
Entering Unmasked Estep 
Score: -86679856.000000 Penalty: 16025.325195
	Iteration 8F: 3 clusters Score -8.667986e+07 nChanged 40602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 434467 members 
Entering Unmasked Estep 
Score: -86717816.000000 Penalty: 16025.325195
	Iteration 9F: 3 clusters Score -8.671782e+07 nChanged 27004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 461459 members 
Entering Unmasked Estep 
Score: -86737184.000000 Penalty: 16025.325195
	Iteration 10F: 3 clusters Score -8.673718e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 473449 members 
Entering Unmasked Estep 
Score: -86741592.000000 Penalty: 16025.325195
	Iteration 11Q: 3 clusters Score -8.674159e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 477398 members 
Entering Unmasked Estep 
Score: -86742600.000000 Penalty: 16025.325195
	Iteration 12Q: 3 clusters Score -8.67426e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 478523 members 
Entering Unmasked Estep 
Score: -86742832.000000 Penalty: 16025.325195
	Iteration 13Q: 3 clusters Score -8.674283e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 478871 members 
Entering Unmasked Estep 
Score: -86742992.000000 Penalty: 16025.325195
	Iteration 14Q: 3 clusters Score -8.674299e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 478992 members 
Entering Unmasked Estep 
Score: -86743056.000000 Penalty: 16025.325195
	Iteration 15Q: 3 clusters Score -8.674306e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 479030 members 
Entering Unmasked Estep 
Score: -86743176.000000 Penalty: 16025.325195
	Iteration 16Q: 3 clusters Score -8.674318e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 479042 members 
Entering Unmasked Estep 
Score: -86743248.000000 Penalty: 16025.325195
	Iteration 17Q: 3 clusters Score -8.674325e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 479046 members 
Entering Unmasked Estep 
Score: -86743360.000000 Penalty: 16025.325195
	Iteration 18Q: 3 clusters Score -8.674336e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 479037 members 
Entering Unmasked Estep 
Score: -86743456.000000 Penalty: 16025.325195
	Iteration 19Q: 3 clusters Score -8.674346e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 479028 members 
Entering Unmasked Estep 
Score: -86743576.000000 Penalty: 16025.325195
	Iteration 20F: 3 clusters Score -8.674358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 479030 members 
Entering Unmasked Estep 
Score: -86743600.000000 Penalty: 16025.325195
	Iteration 21Q: 3 clusters Score -8.67436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 479035 members 
Entering Unmasked Estep 
Score: -86743672.000000 Penalty: 16025.325195
	Iteration 22Q: 3 clusters Score -8.674367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 479029 members 
Entering Unmasked Estep 
Score: -86743688.000000 Penalty: 16025.325195
	Iteration 23Q: 3 clusters Score -8.674369e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 479013 members 
Entering Unmasked Estep 
Score: -86743664.000000 Penalty: 16025.325195
	Iteration 24Q: 3 clusters Score -8.674366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 479011 members 
Entering Unmasked Estep 
Score: -86743704.000000 Penalty: 16025.325195
	Iteration 25Q: 3 clusters Score -8.67437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 479010 members 
Entering Unmasked Estep 
Score: -86743744.000000 Penalty: 16025.325195
	Iteration 26Q: 3 clusters Score -8.674374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 479004 members 
Entering Unmasked Estep 
Score: -86743800.000000 Penalty: 16025.325195
	Iteration 27Q: 3 clusters Score -8.67438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 478999 members 
Entering Unmasked Estep 
Score: -86743760.000000 Penalty: 16025.325195
	Iteration 28Q: 3 clusters Score -8.674376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 478997 members 
Entering Unmasked Estep 
Score: -86743848.000000 Penalty: 16025.325195
	Iteration 29Q: 3 clusters Score -8.674385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 478996 members 
Entering Unmasked Estep 
Score: -86743784.000000 Penalty: 16025.325195
	Iteration 30Q: 3 clusters Score -8.674378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 478988 members 
Entering Unmasked Estep 
Score: -86743832.000000 Penalty: 16025.325195
	Iteration 31Q: 3 clusters Score -8.674383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 478981 members 
Entering Unmasked Estep 
Score: -86743872.000000 Penalty: 16025.325195
	Iteration 32Q: 3 clusters Score -8.674387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 478976 members 
Entering Unmasked Estep 
Score: -86743832.000000 Penalty: 16025.325195
	Iteration 33Q: 3 clusters Score -8.674383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 478973 members 
Entering Unmasked Estep 
Score: -86743832.000000 Penalty: 16025.325195
	Iteration 34Q: 3 clusters Score -8.674383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 478971 members 
Entering Unmasked Estep 
Score: -86743840.000000 Penalty: 16025.325195
	Iteration 35Q: 3 clusters Score -8.674384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 478967 members 
Entering Unmasked Estep 
Score: -86743856.000000 Penalty: 16025.325195
	Iteration 36Q: 3 clusters Score -8.674386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 478966 members 
Entering Unmasked Estep 
Score: -86743848.000000 Penalty: 16025.325195
	Iteration 37Q: 3 clusters Score -8.674385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 478965 members 
Entering Unmasked Estep 
Score: -86743888.000000 Penalty: 16025.325195
	Iteration 38Q: 3 clusters Score -8.674389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 478965 members 
Entering Unmasked Estep 
Score: -86743864.000000 Penalty: 16025.325195
	Iteration 39Q: 3 clusters Score -8.674386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 478965 members 
Entering Unmasked Estep 
Score: -86743880.000000 Penalty: 16025.325195
	Iteration 40F: 3 clusters Score -8.674388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 478963 members 
Entering Unmasked Estep 
Score: -86743888.000000 Penalty: 16025.325195
	Iteration 41Q: 3 clusters Score -8.674389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 478960 members 
Entering Unmasked Estep 
Score: -86743888.000000 Penalty: 16025.325195
	Iteration 42Q: 3 clusters Score -8.674389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 478958 members 
Entering Unmasked Estep 
Score: -86743904.000000 Penalty: 16025.325195
	Iteration 43Q: 3 clusters Score -8.67439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 478958 members 
Entering Unmasked Estep 
Score: -86743904.000000 Penalty: 16025.325195
	Iteration 44F: 3 clusters Score -8.67439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Entering Unmasked Estep 
Score: -2129525.250000 Penalty: 5783.520996
	Iteration 0F: 2 clusters Score -2129525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2117693.000000 Penalty: 11567.041992
	Iteration 0F: 3 clusters Score -2117693 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2120479.000000 Penalty: 11567.041992
	Iteration 1F: 3 clusters Score -2120479 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2121091.750000 Penalty: 11567.041992
	Iteration 2F: 3 clusters Score -2121092 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2121536.250000 Penalty: 11567.041992
	Iteration 3F: 3 clusters Score -2121536 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2121882.250000 Penalty: 11567.041992
	Iteration 4Q: 3 clusters Score -2121882 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2122201.250000 Penalty: 11567.041992
	Iteration 5Q: 3 clusters Score -2122201 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2122524.500000 Penalty: 11567.041992
	Iteration 6Q: 3 clusters Score -2122524 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2122829.500000 Penalty: 11567.041992
	Iteration 7Q: 3 clusters Score -2122830 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2123117.250000 Penalty: 11567.041992
	Iteration 8Q: 3 clusters Score -2123117 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2123390.250000 Penalty: 11567.041992
	Iteration 9Q: 3 clusters Score -2123390 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2123642.750000 Penalty: 11567.041992
	Iteration 10Q: 3 clusters Score -2123643 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2123852.250000 Penalty: 11567.041992
	Iteration 11Q: 3 clusters Score -2123852 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2124040.750000 Penalty: 11567.041992
	Iteration 12Q: 3 clusters Score -2124041 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2124177.000000 Penalty: 11567.041992
	Iteration 13Q: 3 clusters Score -2124177 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2124307.250000 Penalty: 11567.041992
	Iteration 14Q: 3 clusters Score -2124307 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2124412.250000 Penalty: 11567.041992
	Iteration 15Q: 3 clusters Score -2124412 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2124501.500000 Penalty: 11567.041992
	Iteration 16Q: 3 clusters Score -2124502 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2124575.750000 Penalty: 11567.041992
	Iteration 17Q: 3 clusters Score -2124576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2124627.250000 Penalty: 11567.041992
	Iteration 18Q: 3 clusters Score -2124627 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2124668.000000 Penalty: 11567.041992
	Iteration 19Q: 3 clusters Score -2124668 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2124702.500000 Penalty: 11567.041992
	Iteration 20F: 3 clusters Score -2124702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2124736.750000 Penalty: 11567.041992
	Iteration 21Q: 3 clusters Score -2124737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2124769.750000 Penalty: 11567.041992
	Iteration 22Q: 3 clusters Score -2124770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2124814.750000 Penalty: 11567.041992
	Iteration 23Q: 3 clusters Score -2124815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2124846.500000 Penalty: 11567.041992
	Iteration 24Q: 3 clusters Score -2124846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2124870.750000 Penalty: 11567.041992
	Iteration 25Q: 3 clusters Score -2124871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2124887.000000 Penalty: 11567.041992
	Iteration 26Q: 3 clusters Score -2124887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2124903.750000 Penalty: 11567.041992
	Iteration 27Q: 3 clusters Score -2124904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2124914.250000 Penalty: 11567.041992
	Iteration 28Q: 3 clusters Score -2124914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2124944.750000 Penalty: 11567.041992
	Iteration 29Q: 3 clusters Score -2124945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2124955.750000 Penalty: 11567.041992
	Iteration 30Q: 3 clusters Score -2124956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2124974.500000 Penalty: 11567.041992
	Iteration 31Q: 3 clusters Score -2124974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2124983.000000 Penalty: 11567.041992
	Iteration 32Q: 3 clusters Score -2124983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2124988.000000 Penalty: 11567.041992
	Iteration 33Q: 3 clusters Score -2124988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2125007.000000 Penalty: 11567.041992
	Iteration 34Q: 3 clusters Score -2125007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2125011.750000 Penalty: 11567.041992
	Iteration 35Q: 3 clusters Score -2125012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2125014.750000 Penalty: 11567.041992
	Iteration 36Q: 3 clusters Score -2125015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2125016.500000 Penalty: 11567.041992
	Iteration 37Q: 3 clusters Score -2125016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2125023.000000 Penalty: 11567.041992
	Iteration 38Q: 3 clusters Score -2125023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2125030.250000 Penalty: 11567.041992
	Iteration 39Q: 3 clusters Score -2125030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2125041.500000 Penalty: 11567.041992
	Iteration 40F: 3 clusters Score -2125042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2125054.750000 Penalty: 11567.041992
	Iteration 41Q: 3 clusters Score -2125055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2125070.750000 Penalty: 11567.041992
	Iteration 42Q: 3 clusters Score -2125071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2125082.000000 Penalty: 11567.041992
	Iteration 43Q: 3 clusters Score -2125082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2125093.750000 Penalty: 11567.041992
	Iteration 44Q: 3 clusters Score -2125094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2125109.250000 Penalty: 11567.041992
	Iteration 45Q: 3 clusters Score -2125109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2125116.000000 Penalty: 11567.041992
	Iteration 46Q: 3 clusters Score -2125116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2125123.250000 Penalty: 11567.041992
	Iteration 47Q: 3 clusters Score -2125123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2125130.500000 Penalty: 11567.041992
	Iteration 48Q: 3 clusters Score -2125130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2125142.250000 Penalty: 11567.041992
	Iteration 49Q: 3 clusters Score -2125142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2125146.000000 Penalty: 11567.041992
	Iteration 50Q: 3 clusters Score -2125146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2125154.250000 Penalty: 11567.041992
	Iteration 51Q: 3 clusters Score -2125154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2125162.750000 Penalty: 11567.041992
	Iteration 52Q: 3 clusters Score -2125163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2125159.500000 Penalty: 11567.041992
	Iteration 53Q: 3 clusters Score -2125160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2125164.000000 Penalty: 11567.041992
	Iteration 54Q: 3 clusters Score -2125164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2125171.500000 Penalty: 11567.041992
	Iteration 55Q: 3 clusters Score -2125172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2125175.750000 Penalty: 11567.041992
	Iteration 56Q: 3 clusters Score -2125176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2125182.500000 Penalty: 11567.041992
	Iteration 57Q: 3 clusters Score -2125182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2125178.000000 Penalty: 11567.041992
	Iteration 58Q: 3 clusters Score -2125178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2125181.750000 Penalty: 11567.041992
	Iteration 59Q: 3 clusters Score -2125182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2125185.500000 Penalty: 11567.041992
	Iteration 60F: 3 clusters Score -2125186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2125190.000000 Penalty: 11567.041992
	Iteration 61Q: 3 clusters Score -2125190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2125187.750000 Penalty: 11567.041992
	Iteration 62Q: 3 clusters Score -2125188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2125188.000000 Penalty: 11567.041992
	Iteration 63Q: 3 clusters Score -2125188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2125192.000000 Penalty: 11567.041992
	Iteration 64Q: 3 clusters Score -2125192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2125188.000000 Penalty: 11567.041992
	Iteration 65Q: 3 clusters Score -2125188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2125191.250000 Penalty: 11567.041992
	Iteration 66Q: 3 clusters Score -2125191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2125190.000000 Penalty: 11567.041992
	Iteration 67Q: 3 clusters Score -2125190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2125191.250000 Penalty: 11567.041992
	Iteration 68Q: 3 clusters Score -2125191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2125194.250000 Penalty: 11567.041992
	Iteration 69Q: 3 clusters Score -2125194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2125197.000000 Penalty: 11567.041992
	Iteration 70Q: 3 clusters Score -2125197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2125197.000000 Penalty: 11567.041992
	Iteration 71Q: 3 clusters Score -2125197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2125197.000000 Penalty: 11567.041992
	Iteration 72F: 3 clusters Score -2125197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -1475803.500000 Penalty: 5543.661133
	Iteration 0F: 2 clusters Score -1475804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1466434.750000 Penalty: 11087.322266
	Iteration 0F: 3 clusters Score -1466435 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1468293.750000 Penalty: 11087.322266
	Iteration 1F: 3 clusters Score -1468294 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1468771.875000 Penalty: 11087.322266
	Iteration 2F: 3 clusters Score -1468772 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1469064.000000 Penalty: 11087.322266
	Iteration 3F: 3 clusters Score -1469064 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1469249.375000 Penalty: 11087.322266
	Iteration 4Q: 3 clusters Score -1469249 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1469373.750000 Penalty: 11087.322266
	Iteration 5Q: 3 clusters Score -1469374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1469465.625000 Penalty: 11087.322266
	Iteration 6Q: 3 clusters Score -1469466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1469545.000000 Penalty: 11087.322266
	Iteration 7Q: 3 clusters Score -1469545 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1469600.000000 Penalty: 11087.322266
	Iteration 8Q: 3 clusters Score -1469600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1469659.375000 Penalty: 11087.322266
	Iteration 9Q: 3 clusters Score -1469659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1469712.750000 Penalty: 11087.322266
	Iteration 10Q: 3 clusters Score -1469713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1469756.875000 Penalty: 11087.322266
	Iteration 11Q: 3 clusters Score -1469757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1469797.250000 Penalty: 11087.322266
	Iteration 12Q: 3 clusters Score -1469797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1469826.750000 Penalty: 11087.322266
	Iteration 13Q: 3 clusters Score -1469827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1469861.875000 Penalty: 11087.322266
	Iteration 14Q: 3 clusters Score -1469862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1469887.000000 Penalty: 11087.322266
	Iteration 15Q: 3 clusters Score -1469887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1469914.250000 Penalty: 11087.322266
	Iteration 16Q: 3 clusters Score -1469914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1469943.500000 Penalty: 11087.322266
	Iteration 17Q: 3 clusters Score -1469944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1469981.375000 Penalty: 11087.322266
	Iteration 18Q: 3 clusters Score -1469981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1470011.000000 Penalty: 11087.322266
	Iteration 19Q: 3 clusters Score -1470011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1470050.375000 Penalty: 11087.322266
	Iteration 20F: 3 clusters Score -1470050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1470084.125000 Penalty: 11087.322266
	Iteration 21Q: 3 clusters Score -1470084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1470124.375000 Penalty: 11087.322266
	Iteration 22Q: 3 clusters Score -1470124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1470165.000000 Penalty: 11087.322266
	Iteration 23Q: 3 clusters Score -1470165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1470205.375000 Penalty: 11087.322266
	Iteration 24Q: 3 clusters Score -1470205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1470250.625000 Penalty: 11087.322266
	Iteration 25Q: 3 clusters Score -1470251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1470289.750000 Penalty: 11087.322266
	Iteration 26Q: 3 clusters Score -1470290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1470320.250000 Penalty: 11087.322266
	Iteration 27Q: 3 clusters Score -1470320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1470358.625000 Penalty: 11087.322266
	Iteration 28Q: 3 clusters Score -1470359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1470386.875000 Penalty: 11087.322266
	Iteration 29Q: 3 clusters Score -1470387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1470413.000000 Penalty: 11087.322266
	Iteration 30Q: 3 clusters Score -1470413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1470439.625000 Penalty: 11087.322266
	Iteration 31Q: 3 clusters Score -1470440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1470478.000000 Penalty: 11087.322266
	Iteration 32Q: 3 clusters Score -1470478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1470504.375000 Penalty: 11087.322266
	Iteration 33Q: 3 clusters Score -1470504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1470522.625000 Penalty: 11087.322266
	Iteration 34Q: 3 clusters Score -1470523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1470542.625000 Penalty: 11087.322266
	Iteration 35Q: 3 clusters Score -1470543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1470567.625000 Penalty: 11087.322266
	Iteration 36Q: 3 clusters Score -1470568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1470588.375000 Penalty: 11087.322266
	Iteration 37Q: 3 clusters Score -1470588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1470610.875000 Penalty: 11087.322266
	Iteration 38Q: 3 clusters Score -1470611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1470625.000000 Penalty: 11087.322266
	Iteration 39Q: 3 clusters Score -1470625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1470642.250000 Penalty: 11087.322266
	Iteration 40F: 3 clusters Score -1470642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1470657.750000 Penalty: 11087.322266
	Iteration 41Q: 3 clusters Score -1470658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1470678.000000 Penalty: 11087.322266
	Iteration 42Q: 3 clusters Score -1470678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1470694.750000 Penalty: 11087.322266
	Iteration 43Q: 3 clusters Score -1470695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1470713.125000 Penalty: 11087.322266
	Iteration 44Q: 3 clusters Score -1470713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1470733.250000 Penalty: 11087.322266
	Iteration 45Q: 3 clusters Score -1470733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1470750.500000 Penalty: 11087.322266
	Iteration 46Q: 3 clusters Score -1470750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1470763.750000 Penalty: 11087.322266
	Iteration 47Q: 3 clusters Score -1470764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1470781.500000 Penalty: 11087.322266
	Iteration 48Q: 3 clusters Score -1470782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1470794.500000 Penalty: 11087.322266
	Iteration 49Q: 3 clusters Score -1470794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1470806.375000 Penalty: 11087.322266
	Iteration 50Q: 3 clusters Score -1470806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1470823.250000 Penalty: 11087.322266
	Iteration 51Q: 3 clusters Score -1470823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1470838.750000 Penalty: 11087.322266
	Iteration 52Q: 3 clusters Score -1470839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1470860.750000 Penalty: 11087.322266
	Iteration 53Q: 3 clusters Score -1470861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1470875.375000 Penalty: 11087.322266
	Iteration 54Q: 3 clusters Score -1470875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1470895.250000 Penalty: 11087.322266
	Iteration 55Q: 3 clusters Score -1470895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1470902.625000 Penalty: 11087.322266
	Iteration 56Q: 3 clusters Score -1470903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1470915.375000 Penalty: 11087.322266
	Iteration 57Q: 3 clusters Score -1470915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1470932.000000 Penalty: 11087.322266
	Iteration 58Q: 3 clusters Score -1470932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1470946.750000 Penalty: 11087.322266
	Iteration 59Q: 3 clusters Score -1470947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1470969.875000 Penalty: 11087.322266
	Iteration 60F: 3 clusters Score -1470970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1471003.875000 Penalty: 11087.322266
	Iteration 61Q: 3 clusters Score -1471004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1471038.250000 Penalty: 11087.322266
	Iteration 62Q: 3 clusters Score -1471038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1471065.375000 Penalty: 11087.322266
	Iteration 63Q: 3 clusters Score -1471065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1471096.000000 Penalty: 11087.322266
	Iteration 64Q: 3 clusters Score -1471096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1471124.000000 Penalty: 11087.322266
	Iteration 65Q: 3 clusters Score -1471124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1471153.875000 Penalty: 11087.322266
	Iteration 66Q: 3 clusters Score -1471154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1471183.750000 Penalty: 11087.322266
	Iteration 67Q: 3 clusters Score -1471184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1471210.125000 Penalty: 11087.322266
	Iteration 68Q: 3 clusters Score -1471210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1471242.500000 Penalty: 11087.322266
	Iteration 69Q: 3 clusters Score -1471242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1471271.000000 Penalty: 11087.322266
	Iteration 70Q: 3 clusters Score -1471271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1471292.375000 Penalty: 11087.322266
	Iteration 71Q: 3 clusters Score -1471292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1471313.625000 Penalty: 11087.322266
	Iteration 72Q: 3 clusters Score -1471314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1471344.625000 Penalty: 11087.322266
	Iteration 73Q: 3 clusters Score -1471345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1471361.250000 Penalty: 11087.322266
	Iteration 74Q: 3 clusters Score -1471361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1471373.750000 Penalty: 11087.322266
	Iteration 75Q: 3 clusters Score -1471374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1471385.750000 Penalty: 11087.322266
	Iteration 76Q: 3 clusters Score -1471386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1471396.000000 Penalty: 11087.322266
	Iteration 77Q: 3 clusters Score -1471396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1471406.750000 Penalty: 11087.322266
	Iteration 78Q: 3 clusters Score -1471407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1471416.750000 Penalty: 11087.322266
	Iteration 79Q: 3 clusters Score -1471417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1471424.625000 Penalty: 11087.322266
	Iteration 80F: 3 clusters Score -1471425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1471431.250000 Penalty: 11087.322266
	Iteration 81Q: 3 clusters Score -1471431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1471438.000000 Penalty: 11087.322266
	Iteration 82Q: 3 clusters Score -1471438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1471443.750000 Penalty: 11087.322266
	Iteration 83Q: 3 clusters Score -1471444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1471448.625000 Penalty: 11087.322266
	Iteration 84Q: 3 clusters Score -1471449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1471453.625000 Penalty: 11087.322266
	Iteration 85Q: 3 clusters Score -1471454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1471452.750000 Penalty: 11087.322266
	Iteration 86Q: 3 clusters Score -1471453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1471458.000000 Penalty: 11087.322266
	Iteration 87Q: 3 clusters Score -1471458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1471463.125000 Penalty: 11087.322266
	Iteration 88Q: 3 clusters Score -1471463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1471469.875000 Penalty: 11087.322266
	Iteration 89Q: 3 clusters Score -1471470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1471475.000000 Penalty: 11087.322266
	Iteration 90Q: 3 clusters Score -1471475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1471485.000000 Penalty: 11087.322266
	Iteration 91Q: 3 clusters Score -1471485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1471493.875000 Penalty: 11087.322266
	Iteration 92Q: 3 clusters Score -1471494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1471505.875000 Penalty: 11087.322266
	Iteration 93Q: 3 clusters Score -1471506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1471509.000000 Penalty: 11087.322266
	Iteration 94Q: 3 clusters Score -1471509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1471509.625000 Penalty: 11087.322266
	Iteration 95Q: 3 clusters Score -1471510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1471513.125000 Penalty: 11087.322266
	Iteration 96Q: 3 clusters Score -1471513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1471515.000000 Penalty: 11087.322266
	Iteration 97Q: 3 clusters Score -1471515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1471521.750000 Penalty: 11087.322266
	Iteration 98Q: 3 clusters Score -1471522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1471524.625000 Penalty: 11087.322266
	Iteration 99Q: 3 clusters Score -1471525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1471528.750000 Penalty: 11087.322266
	Iteration 100F: 3 clusters Score -1471529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1471532.625000 Penalty: 11087.322266
	Iteration 101Q: 3 clusters Score -1471533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1471535.125000 Penalty: 11087.322266
	Iteration 102Q: 3 clusters Score -1471535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1471542.500000 Penalty: 11087.322266
	Iteration 103Q: 3 clusters Score -1471542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1471549.125000 Penalty: 11087.322266
	Iteration 104Q: 3 clusters Score -1471549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1471552.875000 Penalty: 11087.322266
	Iteration 105Q: 3 clusters Score -1471553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1471556.750000 Penalty: 11087.322266
	Iteration 106Q: 3 clusters Score -1471557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1471561.500000 Penalty: 11087.322266
	Iteration 107Q: 3 clusters Score -1471562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1471565.750000 Penalty: 11087.322266
	Iteration 108Q: 3 clusters Score -1471566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1471563.250000 Penalty: 11087.322266
	Iteration 109Q: 3 clusters Score -1471563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1471566.750000 Penalty: 11087.322266
	Iteration 110Q: 3 clusters Score -1471567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1471566.125000 Penalty: 11087.322266
	Iteration 111Q: 3 clusters Score -1471566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1471568.375000 Penalty: 11087.322266
	Iteration 112Q: 3 clusters Score -1471568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1471568.375000 Penalty: 11087.322266
	Iteration 113F: 3 clusters Score -1471568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -458007.937500 Penalty: 4891.942383
	Iteration 0F: 2 clusters Score -458007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -452798.250000 Penalty: 9783.884766
	Iteration 0F: 3 clusters Score -452798.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -454588.343750 Penalty: 9783.884766
	Iteration 1F: 3 clusters Score -454588.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -456178.500000 Penalty: 9783.884766
	Iteration 2F: 3 clusters Score -456178.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -457365.250000 Penalty: 9783.884766
	Iteration 3F: 3 clusters Score -457365.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -458081.250000 Penalty: 9783.884766
	Iteration 4F: 3 clusters Score -458081.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -458747.250000 Penalty: 9783.884766
	Iteration 5F: 3 clusters Score -458747.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -459429.656250 Penalty: 9783.884766
	Iteration 6Q: 3 clusters Score -459429.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -459863.593750 Penalty: 9783.884766
	Iteration 7Q: 3 clusters Score -459863.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -460007.156250 Penalty: 9783.884766
	Iteration 8Q: 3 clusters Score -460007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -460067.687500 Penalty: 9783.884766
	Iteration 9Q: 3 clusters Score -460067.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -460092.625000 Penalty: 9783.884766
	Iteration 10Q: 3 clusters Score -460092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -460101.812500 Penalty: 9783.884766
	Iteration 11Q: 3 clusters Score -460101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -460104.718750 Penalty: 9783.884766
	Iteration 12Q: 3 clusters Score -460104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -460106.406250 Penalty: 9783.884766
	Iteration 13Q: 3 clusters Score -460106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -460224.843750 Penalty: 9783.884766
	Iteration 14F: 3 clusters Score -460224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -460400.781250 Penalty: 9783.884766
	Iteration 15Q: 3 clusters Score -460400.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -460445.093750 Penalty: 9783.884766
	Iteration 16Q: 3 clusters Score -460445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -460466.500000 Penalty: 9783.884766
	Iteration 17Q: 3 clusters Score -460466.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -460475.812500 Penalty: 9783.884766
	Iteration 18Q: 3 clusters Score -460475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -460480.593750 Penalty: 9783.884766
	Iteration 19Q: 3 clusters Score -460480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -460486.281250 Penalty: 9783.884766
	Iteration 20F: 3 clusters Score -460486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -460487.843750 Penalty: 9783.884766
	Iteration 21Q: 3 clusters Score -460487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -460487.843750 Penalty: 9783.884766
	Iteration 22F: 3 clusters Score -460487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480171 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36268 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82715 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80790 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 547 members 
Entering Unmasked Estep 
Score: -226848208.000000 Penalty: 275624.093750
Splitting cluster 5 changes total score from -226850336.000000 to -226848208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (38312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Entering Unmasked Estep 
Score: -6779110.000000 Penalty: 6464.029785
	Iteration 0F: 2 clusters Score -6779110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -6750832.500000 Penalty: 12928.059570
	Iteration 0F: 3 clusters Score -6750832 nChanged 16565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -6759778.000000 Penalty: 12928.059570
	Iteration 1F: 3 clusters Score -6759778 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -6760972.000000 Penalty: 12928.059570
	Iteration 2F: 3 clusters Score -6760972 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -6762678.500000 Penalty: 12928.059570
	Iteration 3F: 3 clusters Score -6762678 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6765017 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6768228.500000 Penalty: 12928.059570
	Iteration 5F: 3 clusters Score -6768228 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6771506 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -6773790.500000 Penalty: 12928.059570
	Iteration 7F: 3 clusters Score -6773790 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6774976 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6775566.000000 Penalty: 12928.059570
	Iteration 9Q: 3 clusters Score -6775566 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6775872 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -6776061.000000 Penalty: 12928.059570
	Iteration 11Q: 3 clusters Score -6776061 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -6776179.000000 Penalty: 12928.059570
	Iteration 12Q: 3 clusters Score -6776179 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -6776256.000000 Penalty: 12928.059570
	Iteration 13Q: 3 clusters Score -6776256 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -6776315.500000 Penalty: 12928.059570
	Iteration 14Q: 3 clusters Score -6776316 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6776369.000000 Penalty: 12928.059570
	Iteration 15Q: 3 clusters Score -6776369 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -6776429.500000 Penalty: 12928.059570
	Iteration 16Q: 3 clusters Score -6776430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -6776468.500000 Penalty: 12928.059570
	Iteration 17Q: 3 clusters Score -6776468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -6776553.500000 Penalty: 12928.059570
	Iteration 18Q: 3 clusters Score -6776554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -6776642.000000 Penalty: 12928.059570
	Iteration 19Q: 3 clusters Score -6776642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6776687.500000 Penalty: 12928.059570
	Iteration 20F: 3 clusters Score -6776688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -6776761.500000 Penalty: 12928.059570
	Iteration 21Q: 3 clusters Score -6776762 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -6776786.500000 Penalty: 12928.059570
	Iteration 22Q: 3 clusters Score -6776786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6776786 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6776830.500000 Penalty: 12928.059570
	Iteration 24Q: 3 clusters Score -6776830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6776881.000000 Penalty: 12928.059570
	Iteration 25Q: 3 clusters Score -6776881 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -6776917.500000 Penalty: 12928.059570
	Iteration 26Q: 3 clusters Score -6776918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -6776965.000000 Penalty: 12928.059570
	Iteration 27Q: 3 clusters Score -6776965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -6777014.500000 Penalty: 12928.059570
	Iteration 28Q: 3 clusters Score -6777014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6777034.500000 Penalty: 12928.059570
	Iteration 29Q: 3 clusters Score -6777034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -6777058.500000 Penalty: 12928.059570
	Iteration 30Q: 3 clusters Score -6777058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -6777103.000000 Penalty: 12928.059570
	Iteration 31Q: 3 clusters Score -6777103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -6777121.000000 Penalty: 12928.059570
	Iteration 32Q: 3 clusters Score -6777121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -6777161.500000 Penalty: 12928.059570
	Iteration 33Q: 3 clusters Score -6777162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -6777196.000000 Penalty: 12928.059570
	Iteration 34Q: 3 clusters Score -6777196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -6777211.000000 Penalty: 12928.059570
	Iteration 35Q: 3 clusters Score -6777211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6777218.500000 Penalty: 12928.059570
	Iteration 36Q: 3 clusters Score -6777218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -6777222.500000 Penalty: 12928.059570
	Iteration 37Q: 3 clusters Score -6777222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -6777270.500000 Penalty: 12928.059570
	Iteration 38Q: 3 clusters Score -6777270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -6777261.500000 Penalty: 12928.059570
	Iteration 39Q: 3 clusters Score -6777262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -6777266.000000 Penalty: 12928.059570
	Iteration 40F: 3 clusters Score -6777266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -6777267.500000 Penalty: 12928.059570
	Iteration 41Q: 3 clusters Score -6777268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6777272.000000 Penalty: 12928.059570
	Iteration 42Q: 3 clusters Score -6777272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6777275.500000 Penalty: 12928.059570
	Iteration 43Q: 3 clusters Score -6777276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -6777286.500000 Penalty: 12928.059570
	Iteration 44Q: 3 clusters Score -6777286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6777302.500000 Penalty: 12928.059570
	Iteration 45Q: 3 clusters Score -6777302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -6777289.000000 Penalty: 12928.059570
	Iteration 46Q: 3 clusters Score -6777289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -6777293.500000 Penalty: 12928.059570
	Iteration 47Q: 3 clusters Score -6777294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6777295.500000 Penalty: 12928.059570
	Iteration 48Q: 3 clusters Score -6777296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -6777296.000000 Penalty: 12928.059570
	Iteration 49Q: 3 clusters Score -6777296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -6777282.000000 Penalty: 12928.059570
	Iteration 50Q: 3 clusters Score -6777282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -6777280.500000 Penalty: 12928.059570
	Iteration 51Q: 3 clusters Score -6777280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6777293.500000 Penalty: 12928.059570
	Iteration 52Q: 3 clusters Score -6777294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6777304.500000 Penalty: 12928.059570
	Iteration 53Q: 3 clusters Score -6777304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -6777304.500000 Penalty: 12928.059570
	Iteration 54Q: 3 clusters Score -6777304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -6777314.500000 Penalty: 12928.059570
	Iteration 55Q: 3 clusters Score -6777314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6777312.000000 Penalty: 12928.059570
	Iteration 56Q: 3 clusters Score -6777312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -6777317.500000 Penalty: 12928.059570
	Iteration 57Q: 3 clusters Score -6777318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6777304.000000 Penalty: 12928.059570
	Iteration 58Q: 3 clusters Score -6777304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -6777315.000000 Penalty: 12928.059570
	Iteration 59Q: 3 clusters Score -6777315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6777315.000000 Penalty: 12928.059570
	Iteration 60F: 3 clusters Score -6777315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -6777322.500000 Penalty: 12928.059570
	Iteration 61Q: 3 clusters Score -6777322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6777320.500000 Penalty: 12928.059570
	Iteration 62Q: 3 clusters Score -6777320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -6777317.000000 Penalty: 12928.059570
	Iteration 63Q: 3 clusters Score -6777317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -6777324.000000 Penalty: 12928.059570
	Iteration 64Q: 3 clusters Score -6777324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -6777314.500000 Penalty: 12928.059570
	Iteration 65Q: 3 clusters Score -6777314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -6777316.500000 Penalty: 12928.059570
	Iteration 66Q: 3 clusters Score -6777316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -6777315.500000 Penalty: 12928.059570
	Iteration 67Q: 3 clusters Score -6777316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -6777311.000000 Penalty: 12928.059570
	Iteration 68Q: 3 clusters Score -6777311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -6777314.000000 Penalty: 12928.059570
	Iteration 69Q: 3 clusters Score -6777314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -6777320.500000 Penalty: 12928.059570
	Iteration 70Q: 3 clusters Score -6777320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -6777324.000000 Penalty: 12928.059570
	Iteration 71Q: 3 clusters Score -6777324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -6777318.000000 Penalty: 12928.059570
	Iteration 72Q: 3 clusters Score -6777318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6777319.000000 Penalty: 12928.059570
	Iteration 73Q: 3 clusters Score -6777319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6777320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -6777321.000000 Penalty: 12928.059570
	Iteration 75Q: 3 clusters Score -6777321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6777325.000000 Penalty: 12928.059570
	Iteration 76Q: 3 clusters Score -6777325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6777318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6777322.000000 Penalty: 12928.059570
	Iteration 78Q: 3 clusters Score -6777322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -6777328.000000 Penalty: 12928.059570
	Iteration 79Q: 3 clusters Score -6777328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -6777329.500000 Penalty: 12928.059570
	Iteration 80F: 3 clusters Score -6777330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6777333.500000 Penalty: 12928.059570
	Iteration 81Q: 3 clusters Score -6777334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6777344.000000 Penalty: 12928.059570
	Iteration 82Q: 3 clusters Score -6777344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -6777341.000000 Penalty: 12928.059570
	Iteration 83Q: 3 clusters Score -6777341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -6777347.000000 Penalty: 12928.059570
	Iteration 84Q: 3 clusters Score -6777347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6777348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -6777352.500000 Penalty: 12928.059570
	Iteration 86Q: 3 clusters Score -6777352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -6777346.500000 Penalty: 12928.059570
	Iteration 87Q: 3 clusters Score -6777346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6777354.500000 Penalty: 12928.059570
	Iteration 88Q: 3 clusters Score -6777354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -6777360.000000 Penalty: 12928.059570
	Iteration 89Q: 3 clusters Score -6777360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -6777361.000000 Penalty: 12928.059570
	Iteration 90Q: 3 clusters Score -6777361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -6777353.000000 Penalty: 12928.059570
	Iteration 91Q: 3 clusters Score -6777353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6777362.000000 Penalty: 12928.059570
	Iteration 92Q: 3 clusters Score -6777362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -6777352.500000 Penalty: 12928.059570
	Iteration 93Q: 3 clusters Score -6777352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6777357.000000 Penalty: 12928.059570
	Iteration 94Q: 3 clusters Score -6777357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6777354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -6777357.000000 Penalty: 12928.059570
	Iteration 96Q: 3 clusters Score -6777357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -6777355.000000 Penalty: 12928.059570
	Iteration 97Q: 3 clusters Score -6777355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -6777364.000000 Penalty: 12928.059570
	Iteration 98Q: 3 clusters Score -6777364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -6777375.500000 Penalty: 12928.059570
	Iteration 99Q: 3 clusters Score -6777376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6777373.500000 Penalty: 12928.059570
	Iteration 100F: 3 clusters Score -6777374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6777376.000000 Penalty: 12928.059570
	Iteration 101Q: 3 clusters Score -6777376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -6777371.500000 Penalty: 12928.059570
	Iteration 102Q: 3 clusters Score -6777372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -6777369.000000 Penalty: 12928.059570
	Iteration 103Q: 3 clusters Score -6777369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6777375.000000 Penalty: 12928.059570
	Iteration 104Q: 3 clusters Score -6777375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6777375.000000 Penalty: 12928.059570
	Iteration 105F: 3 clusters Score -6777375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -1024997.375000 Penalty: 5328.554688
	Iteration 0F: 2 clusters Score -1024997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1017360.312500 Penalty: 10657.109375
	Iteration 0F: 3 clusters Score -1017360 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1018724.375000 Penalty: 10657.109375
	Iteration 1F: 3 clusters Score -1018724 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1019069.625000 Penalty: 10657.109375
	Iteration 2F: 3 clusters Score -1019070 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1019333.937500 Penalty: 10657.109375
	Iteration 3Q: 3 clusters Score -1019334 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1019631.937500 Penalty: 10657.109375
	Iteration 4Q: 3 clusters Score -1019632 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1020081.562500 Penalty: 10657.109375
	Iteration 5Q: 3 clusters Score -1020082 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1020818.312500 Penalty: 10657.109375
	Iteration 6F: 3 clusters Score -1020818 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1021759.625000 Penalty: 10657.109375
	Iteration 7F: 3 clusters Score -1021760 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1022752.562500 Penalty: 10657.109375
	Iteration 8F: 3 clusters Score -1022753 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1023581.875000 Penalty: 10657.109375
	Iteration 9F: 3 clusters Score -1023582 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1023936.125000 Penalty: 10657.109375
	Iteration 10Q: 3 clusters Score -1023936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1024099.375000 Penalty: 10657.109375
	Iteration 11Q: 3 clusters Score -1024099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1024171.500000 Penalty: 10657.109375
	Iteration 12Q: 3 clusters Score -1024172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1024205.312500 Penalty: 10657.109375
	Iteration 13Q: 3 clusters Score -1024205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1024219.062500 Penalty: 10657.109375
	Iteration 14Q: 3 clusters Score -1024219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1024222.500000 Penalty: 10657.109375
	Iteration 15Q: 3 clusters Score -1024222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1024225.000000 Penalty: 10657.109375
	Iteration 16Q: 3 clusters Score -1024225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1024226.375000 Penalty: 10657.109375
	Iteration 17Q: 3 clusters Score -1024226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1024228.812500 Penalty: 10657.109375
	Iteration 18Q: 3 clusters Score -1024229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1024228.937500 Penalty: 10657.109375
	Iteration 19Q: 3 clusters Score -1024229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1024232.062500 Penalty: 10657.109375
	Iteration 20F: 3 clusters Score -1024232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1024232.562500 Penalty: 10657.109375
	Iteration 21Q: 3 clusters Score -1024233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1024232.562500 Penalty: 10657.109375
	Iteration 22F: 3 clusters Score -1024233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -2280837.000000 Penalty: 5786.186035
	Iteration 0F: 2 clusters Score -2280837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2268962.000000 Penalty: 11572.372070
	Iteration 0F: 3 clusters Score -2268962 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2271705.000000 Penalty: 11572.372070
	Iteration 1F: 3 clusters Score -2271705 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2272410.750000 Penalty: 11572.372070
	Iteration 2F: 3 clusters Score -2272411 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2272860.000000 Penalty: 11572.372070
	Iteration 3F: 3 clusters Score -2272860 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2273287.500000 Penalty: 11572.372070
	Iteration 4Q: 3 clusters Score -2273288 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2273707.500000 Penalty: 11572.372070
	Iteration 5Q: 3 clusters Score -2273708 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2274129.250000 Penalty: 11572.372070
	Iteration 6Q: 3 clusters Score -2274129 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2274452.500000 Penalty: 11572.372070
	Iteration 7Q: 3 clusters Score -2274452 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2274690.000000 Penalty: 11572.372070
	Iteration 8Q: 3 clusters Score -2274690 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2274901.750000 Penalty: 11572.372070
	Iteration 9Q: 3 clusters Score -2274902 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2275095.000000 Penalty: 11572.372070
	Iteration 10Q: 3 clusters Score -2275095 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2275251.750000 Penalty: 11572.372070
	Iteration 11Q: 3 clusters Score -2275252 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2275360.000000 Penalty: 11572.372070
	Iteration 12Q: 3 clusters Score -2275360 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2275451.500000 Penalty: 11572.372070
	Iteration 13Q: 3 clusters Score -2275452 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2275525.500000 Penalty: 11572.372070
	Iteration 14Q: 3 clusters Score -2275526 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2275598.500000 Penalty: 11572.372070
	Iteration 15Q: 3 clusters Score -2275598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2275668.750000 Penalty: 11572.372070
	Iteration 16Q: 3 clusters Score -2275669 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2275748.250000 Penalty: 11572.372070
	Iteration 17Q: 3 clusters Score -2275748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2275835.500000 Penalty: 11572.372070
	Iteration 18Q: 3 clusters Score -2275836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2275954.500000 Penalty: 11572.372070
	Iteration 19Q: 3 clusters Score -2275954 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2276081.000000 Penalty: 11572.372070
	Iteration 20F: 3 clusters Score -2276081 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2276212.500000 Penalty: 11572.372070
	Iteration 21Q: 3 clusters Score -2276212 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2276342.750000 Penalty: 11572.372070
	Iteration 22Q: 3 clusters Score -2276343 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2276438.750000 Penalty: 11572.372070
	Iteration 23Q: 3 clusters Score -2276439 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2276501.750000 Penalty: 11572.372070
	Iteration 24Q: 3 clusters Score -2276502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2276538.500000 Penalty: 11572.372070
	Iteration 25Q: 3 clusters Score -2276538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2276573.500000 Penalty: 11572.372070
	Iteration 26Q: 3 clusters Score -2276574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2276596.750000 Penalty: 11572.372070
	Iteration 27Q: 3 clusters Score -2276597 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2276620.750000 Penalty: 11572.372070
	Iteration 28Q: 3 clusters Score -2276621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2276638.500000 Penalty: 11572.372070
	Iteration 29Q: 3 clusters Score -2276638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2276666.500000 Penalty: 11572.372070
	Iteration 30Q: 3 clusters Score -2276666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2276679.250000 Penalty: 11572.372070
	Iteration 31Q: 3 clusters Score -2276679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2276699.500000 Penalty: 11572.372070
	Iteration 32Q: 3 clusters Score -2276700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2276717.250000 Penalty: 11572.372070
	Iteration 33Q: 3 clusters Score -2276717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2276724.750000 Penalty: 11572.372070
	Iteration 34Q: 3 clusters Score -2276725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2276735.250000 Penalty: 11572.372070
	Iteration 35Q: 3 clusters Score -2276735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2276749.750000 Penalty: 11572.372070
	Iteration 36Q: 3 clusters Score -2276750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2276773.000000 Penalty: 11572.372070
	Iteration 37Q: 3 clusters Score -2276773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2276777.000000 Penalty: 11572.372070
	Iteration 38Q: 3 clusters Score -2276777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2276788.500000 Penalty: 11572.372070
	Iteration 39Q: 3 clusters Score -2276788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2276798.750000 Penalty: 11572.372070
	Iteration 40F: 3 clusters Score -2276799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2276815.250000 Penalty: 11572.372070
	Iteration 41Q: 3 clusters Score -2276815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2276822.750000 Penalty: 11572.372070
	Iteration 42Q: 3 clusters Score -2276823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2276843.250000 Penalty: 11572.372070
	Iteration 43Q: 3 clusters Score -2276843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2276855.000000 Penalty: 11572.372070
	Iteration 44Q: 3 clusters Score -2276855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2276873.250000 Penalty: 11572.372070
	Iteration 45Q: 3 clusters Score -2276873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2276890.500000 Penalty: 11572.372070
	Iteration 46Q: 3 clusters Score -2276890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2276911.750000 Penalty: 11572.372070
	Iteration 47Q: 3 clusters Score -2276912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2276929.750000 Penalty: 11572.372070
	Iteration 48Q: 3 clusters Score -2276930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2276953.250000 Penalty: 11572.372070
	Iteration 49Q: 3 clusters Score -2276953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2276954.500000 Penalty: 11572.372070
	Iteration 50Q: 3 clusters Score -2276954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2276976.500000 Penalty: 11572.372070
	Iteration 51Q: 3 clusters Score -2276976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2276993.000000 Penalty: 11572.372070
	Iteration 52Q: 3 clusters Score -2276993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2277015.500000 Penalty: 11572.372070
	Iteration 53Q: 3 clusters Score -2277016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2277030.250000 Penalty: 11572.372070
	Iteration 54Q: 3 clusters Score -2277030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2277055.750000 Penalty: 11572.372070
	Iteration 55Q: 3 clusters Score -2277056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2277066.250000 Penalty: 11572.372070
	Iteration 56Q: 3 clusters Score -2277066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2277080.750000 Penalty: 11572.372070
	Iteration 57Q: 3 clusters Score -2277081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2277093.000000 Penalty: 11572.372070
	Iteration 58Q: 3 clusters Score -2277093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2277110.750000 Penalty: 11572.372070
	Iteration 59Q: 3 clusters Score -2277111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2277131.500000 Penalty: 11572.372070
	Iteration 60F: 3 clusters Score -2277132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2277153.750000 Penalty: 11572.372070
	Iteration 61Q: 3 clusters Score -2277154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2277171.250000 Penalty: 11572.372070
	Iteration 62Q: 3 clusters Score -2277171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2277195.750000 Penalty: 11572.372070
	Iteration 63Q: 3 clusters Score -2277196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2277226.000000 Penalty: 11572.372070
	Iteration 64Q: 3 clusters Score -2277226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2277270.500000 Penalty: 11572.372070
	Iteration 65Q: 3 clusters Score -2277270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2277317.500000 Penalty: 11572.372070
	Iteration 66Q: 3 clusters Score -2277318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2277372.000000 Penalty: 11572.372070
	Iteration 67Q: 3 clusters Score -2277372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2277419.750000 Penalty: 11572.372070
	Iteration 68Q: 3 clusters Score -2277420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2277462.250000 Penalty: 11572.372070
	Iteration 69Q: 3 clusters Score -2277462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2277519.750000 Penalty: 11572.372070
	Iteration 70Q: 3 clusters Score -2277520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2277566.000000 Penalty: 11572.372070
	Iteration 71Q: 3 clusters Score -2277566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2277600.750000 Penalty: 11572.372070
	Iteration 72Q: 3 clusters Score -2277601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2277635.750000 Penalty: 11572.372070
	Iteration 73Q: 3 clusters Score -2277636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2277675.000000 Penalty: 11572.372070
	Iteration 74Q: 3 clusters Score -2277675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2277704.250000 Penalty: 11572.372070
	Iteration 75Q: 3 clusters Score -2277704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2277730.250000 Penalty: 11572.372070
	Iteration 76Q: 3 clusters Score -2277730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2277753.750000 Penalty: 11572.372070
	Iteration 77Q: 3 clusters Score -2277754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2277767.500000 Penalty: 11572.372070
	Iteration 78Q: 3 clusters Score -2277768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2277784.000000 Penalty: 11572.372070
	Iteration 79Q: 3 clusters Score -2277784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2277795.500000 Penalty: 11572.372070
	Iteration 80F: 3 clusters Score -2277796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2277804.750000 Penalty: 11572.372070
	Iteration 81Q: 3 clusters Score -2277805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2277816.000000 Penalty: 11572.372070
	Iteration 82Q: 3 clusters Score -2277816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2277816.750000 Penalty: 11572.372070
	Iteration 83Q: 3 clusters Score -2277817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2277822.750000 Penalty: 11572.372070
	Iteration 84Q: 3 clusters Score -2277823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2277826.000000 Penalty: 11572.372070
	Iteration 85Q: 3 clusters Score -2277826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2277826.750000 Penalty: 11572.372070
	Iteration 86Q: 3 clusters Score -2277827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2277829.000000 Penalty: 11572.372070
	Iteration 87Q: 3 clusters Score -2277829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2277835.500000 Penalty: 11572.372070
	Iteration 88Q: 3 clusters Score -2277836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2277836.000000 Penalty: 11572.372070
	Iteration 89Q: 3 clusters Score -2277836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2277834.000000 Penalty: 11572.372070
	Iteration 90Q: 3 clusters Score -2277834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2277834.000000 Penalty: 11572.372070
	Iteration 91F: 3 clusters Score -2277834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Entering Unmasked Estep 
Score: -13618133.000000 Penalty: 6886.468750
	Iteration 0F: 2 clusters Score -1.361813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -13565539.000000 Penalty: 13772.937500
	Iteration 0F: 3 clusters Score -1.356554e+07 nChanged 34230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -13583873.000000 Penalty: 13772.937500
	Iteration 1F: 3 clusters Score -1.358387e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -13584905.000000 Penalty: 13772.937500
	Iteration 2Q: 3 clusters Score -1.35849e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -13585817.000000 Penalty: 13772.937500
	Iteration 3Q: 3 clusters Score -1.358582e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -13586663.000000 Penalty: 13772.937500
	Iteration 4Q: 3 clusters Score -1.358666e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -13587431.000000 Penalty: 13772.937500
	Iteration 5Q: 3 clusters Score -1.358743e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -13588488.000000 Penalty: 13772.937500
	Iteration 6Q: 3 clusters Score -1.358849e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -13589901.000000 Penalty: 13772.937500
	Iteration 7Q: 3 clusters Score -1.35899e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -13591904.000000 Penalty: 13772.937500
	Iteration 8F: 3 clusters Score -1.35919e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -13595141.000000 Penalty: 13772.937500
	Iteration 9F: 3 clusters Score -1.359514e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -13599662.000000 Penalty: 13772.937500
	Iteration 10F: 3 clusters Score -1.359966e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -13604479.000000 Penalty: 13772.937500
	Iteration 11F: 3 clusters Score -1.360448e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -13608239.000000 Penalty: 13772.937500
	Iteration 12F: 3 clusters Score -1.360824e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -13610423.000000 Penalty: 13772.937500
	Iteration 13Q: 3 clusters Score -1.361042e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -13611292.000000 Penalty: 13772.937500
	Iteration 14Q: 3 clusters Score -1.361129e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -13611618.000000 Penalty: 13772.937500
	Iteration 15Q: 3 clusters Score -1.361162e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -13611802.000000 Penalty: 13772.937500
	Iteration 16Q: 3 clusters Score -1.36118e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -13611882.000000 Penalty: 13772.937500
	Iteration 17Q: 3 clusters Score -1.361188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -13611932.000000 Penalty: 13772.937500
	Iteration 18Q: 3 clusters Score -1.361193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -13611958.000000 Penalty: 13772.937500
	Iteration 19Q: 3 clusters Score -1.361196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -13611989.000000 Penalty: 13772.937500
	Iteration 20F: 3 clusters Score -1.361199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -13611995.000000 Penalty: 13772.937500
	Iteration 21Q: 3 clusters Score -1.3612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -13612031.000000 Penalty: 13772.937500
	Iteration 22Q: 3 clusters Score -1.361203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -13612061.000000 Penalty: 13772.937500
	Iteration 23Q: 3 clusters Score -1.361206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -13612062.000000 Penalty: 13772.937500
	Iteration 24Q: 3 clusters Score -1.361206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -13612107.000000 Penalty: 13772.937500
	Iteration 25Q: 3 clusters Score -1.361211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -13612110.000000 Penalty: 13772.937500
	Iteration 26Q: 3 clusters Score -1.361211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -13612111.000000 Penalty: 13772.937500
	Iteration 27Q: 3 clusters Score -1.361211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -13612118.000000 Penalty: 13772.937500
	Iteration 28Q: 3 clusters Score -1.361212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -13612118.000000 Penalty: 13772.937500
	Iteration 29Q: 3 clusters Score -1.361212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -13612118.000000 Penalty: 13772.937500
	Iteration 30F: 3 clusters Score -1.361212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Entering Unmasked Estep 
Score: -1761551.375000 Penalty: 5649.788574
	Iteration 0F: 2 clusters Score -1761551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1751155.750000 Penalty: 11299.577148
	Iteration 0F: 3 clusters Score -1751156 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1753464.500000 Penalty: 11299.577148
	Iteration 1F: 3 clusters Score -1753464 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1754023.625000 Penalty: 11299.577148
	Iteration 2F: 3 clusters Score -1754024 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1754420.125000 Penalty: 11299.577148
	Iteration 3F: 3 clusters Score -1754420 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1754767.375000 Penalty: 11299.577148
	Iteration 4Q: 3 clusters Score -1754767 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1755216.000000 Penalty: 11299.577148
	Iteration 5Q: 3 clusters Score -1755216 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1755771.500000 Penalty: 11299.577148
	Iteration 6F: 3 clusters Score -1755772 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1756335.750000 Penalty: 11299.577148
	Iteration 7F: 3 clusters Score -1756336 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1756808.250000 Penalty: 11299.577148
	Iteration 8F: 3 clusters Score -1756808 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1757191.000000 Penalty: 11299.577148
	Iteration 9Q: 3 clusters Score -1757191 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1757468.250000 Penalty: 11299.577148
	Iteration 10Q: 3 clusters Score -1757468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1757648.250000 Penalty: 11299.577148
	Iteration 11Q: 3 clusters Score -1757648 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1757771.500000 Penalty: 11299.577148
	Iteration 12Q: 3 clusters Score -1757772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1757846.750000 Penalty: 11299.577148
	Iteration 13Q: 3 clusters Score -1757847 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1757906.500000 Penalty: 11299.577148
	Iteration 14Q: 3 clusters Score -1757906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1757948.250000 Penalty: 11299.577148
	Iteration 15Q: 3 clusters Score -1757948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1757968.625000 Penalty: 11299.577148
	Iteration 16Q: 3 clusters Score -1757969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1757985.375000 Penalty: 11299.577148
	Iteration 17Q: 3 clusters Score -1757985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1758000.500000 Penalty: 11299.577148
	Iteration 18Q: 3 clusters Score -1758000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1758021.625000 Penalty: 11299.577148
	Iteration 19Q: 3 clusters Score -1758022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1758034.750000 Penalty: 11299.577148
	Iteration 20F: 3 clusters Score -1758035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1758045.625000 Penalty: 11299.577148
	Iteration 21Q: 3 clusters Score -1758046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1758054.375000 Penalty: 11299.577148
	Iteration 22Q: 3 clusters Score -1758054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1758065.500000 Penalty: 11299.577148
	Iteration 23Q: 3 clusters Score -1758066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1758068.125000 Penalty: 11299.577148
	Iteration 24Q: 3 clusters Score -1758068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1758070.625000 Penalty: 11299.577148
	Iteration 25Q: 3 clusters Score -1758071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1758077.000000 Penalty: 11299.577148
	Iteration 26Q: 3 clusters Score -1758077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1758080.625000 Penalty: 11299.577148
	Iteration 27Q: 3 clusters Score -1758081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1758079.000000 Penalty: 11299.577148
	Iteration 28Q: 3 clusters Score -1758079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1758079.750000 Penalty: 11299.577148
	Iteration 29Q: 3 clusters Score -1758080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1758079.750000 Penalty: 11299.577148
	Iteration 30F: 3 clusters Score -1758080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -361767.656250 Penalty: 4709.459473
	Iteration 0F: 2 clusters Score -361767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356881.500000 Penalty: 9418.918945
	Iteration 0F: 3 clusters Score -356881.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -357963.281250 Penalty: 9418.918945
	Iteration 1F: 3 clusters Score -357963.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -358614.812500 Penalty: 9418.918945
	Iteration 2F: 3 clusters Score -358614.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -359278.812500 Penalty: 9418.918945
	Iteration 3F: 3 clusters Score -359278.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -359931.375000 Penalty: 9418.918945
	Iteration 4F: 3 clusters Score -359931.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -360196.000000 Penalty: 9418.918945
	Iteration 5Q: 3 clusters Score -360196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -360334.906250 Penalty: 9418.918945
	Iteration 6Q: 3 clusters Score -360334.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -360418.343750 Penalty: 9418.918945
	Iteration 7Q: 3 clusters Score -360418.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -360448.781250 Penalty: 9418.918945
	Iteration 8Q: 3 clusters Score -360448.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -360465.843750 Penalty: 9418.918945
	Iteration 9Q: 3 clusters Score -360465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -360481.937500 Penalty: 9418.918945
	Iteration 10Q: 3 clusters Score -360481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -360490.187500 Penalty: 9418.918945
	Iteration 11Q: 3 clusters Score -360490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -360492.218750 Penalty: 9418.918945
	Iteration 12Q: 3 clusters Score -360492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -360492.218750 Penalty: 9418.918945
	Iteration 13F: 3 clusters Score -360492.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Entering Unmasked Estep 
Score: -6506336.500000 Penalty: 6430.448730
	Iteration 0F: 2 clusters Score -6506336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6479520.500000 Penalty: 12860.897461
	Iteration 0F: 3 clusters Score -6479520 nChanged 15479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6487633.000000 Penalty: 12860.897461
	Iteration 1F: 3 clusters Score -6487633 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6488858.500000 Penalty: 12860.897461
	Iteration 2F: 3 clusters Score -6488858 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6490058.500000 Penalty: 12860.897461
	Iteration 3F: 3 clusters Score -6490058 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -6491382.500000 Penalty: 12860.897461
	Iteration 4F: 3 clusters Score -6491382 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -6492834.500000 Penalty: 12860.897461
	Iteration 5F: 3 clusters Score -6492834 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -6494469.500000 Penalty: 12860.897461
	Iteration 6F: 3 clusters Score -6494470 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -6496024.000000 Penalty: 12860.897461
	Iteration 7F: 3 clusters Score -6496024 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -6497353.000000 Penalty: 12860.897461
	Iteration 8F: 3 clusters Score -6497353 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -6498482.500000 Penalty: 12860.897461
	Iteration 9Q: 3 clusters Score -6498482 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -6499501.000000 Penalty: 12860.897461
	Iteration 10Q: 3 clusters Score -6499501 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -6500329.500000 Penalty: 12860.897461
	Iteration 11Q: 3 clusters Score -6500330 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -6500885.500000 Penalty: 12860.897461
	Iteration 12Q: 3 clusters Score -6500886 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -6501283.500000 Penalty: 12860.897461
	Iteration 13Q: 3 clusters Score -6501284 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -6501464.000000 Penalty: 12860.897461
	Iteration 14Q: 3 clusters Score -6501464 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -6501581.000000 Penalty: 12860.897461
	Iteration 15Q: 3 clusters Score -6501581 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6501654.000000 Penalty: 12860.897461
	Iteration 16Q: 3 clusters Score -6501654 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6501691.500000 Penalty: 12860.897461
	Iteration 17Q: 3 clusters Score -6501692 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -6501705.000000 Penalty: 12860.897461
	Iteration 18Q: 3 clusters Score -6501705 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6501730.000000 Penalty: 12860.897461
	Iteration 19Q: 3 clusters Score -6501730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -6501759.500000 Penalty: 12860.897461
	Iteration 20F: 3 clusters Score -6501760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -6501758.000000 Penalty: 12860.897461
	Iteration 21Q: 3 clusters Score -6501758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6501759.500000 Penalty: 12860.897461
	Iteration 22Q: 3 clusters Score -6501760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -6501776.500000 Penalty: 12860.897461
	Iteration 23Q: 3 clusters Score -6501776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -6501763.000000 Penalty: 12860.897461
	Iteration 24Q: 3 clusters Score -6501763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -6501780.500000 Penalty: 12860.897461
	Iteration 25Q: 3 clusters Score -6501780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -6501774.000000 Penalty: 12860.897461
	Iteration 26Q: 3 clusters Score -6501774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -6501788.500000 Penalty: 12860.897461
	Iteration 27Q: 3 clusters Score -6501788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -6501792.500000 Penalty: 12860.897461
	Iteration 28Q: 3 clusters Score -6501792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -6501804.500000 Penalty: 12860.897461
	Iteration 29Q: 3 clusters Score -6501804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -6501793.500000 Penalty: 12860.897461
	Iteration 30Q: 3 clusters Score -6501794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -6501795.500000 Penalty: 12860.897461
	Iteration 31Q: 3 clusters Score -6501796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -6501813.000000 Penalty: 12860.897461
	Iteration 32Q: 3 clusters Score -6501813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6501825.500000 Penalty: 12860.897461
	Iteration 33Q: 3 clusters Score -6501826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -6501820.000000 Penalty: 12860.897461
	Iteration 34Q: 3 clusters Score -6501820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -6501813.500000 Penalty: 12860.897461
	Iteration 35Q: 3 clusters Score -6501814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -6501818.500000 Penalty: 12860.897461
	Iteration 36Q: 3 clusters Score -6501818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -6501801.000000 Penalty: 12860.897461
	Iteration 37Q: 3 clusters Score -6501801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -6501810.500000 Penalty: 12860.897461
	Iteration 38Q: 3 clusters Score -6501810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -6501805.500000 Penalty: 12860.897461
	Iteration 39Q: 3 clusters Score -6501806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6501800.500000 Penalty: 12860.897461
	Iteration 40F: 3 clusters Score -6501800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -6501797.500000 Penalty: 12860.897461
	Iteration 41Q: 3 clusters Score -6501798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -6501795.000000 Penalty: 12860.897461
	Iteration 42Q: 3 clusters Score -6501795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -6501813.000000 Penalty: 12860.897461
	Iteration 43Q: 3 clusters Score -6501813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -6501814.500000 Penalty: 12860.897461
	Iteration 44Q: 3 clusters Score -6501814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -6501820.500000 Penalty: 12860.897461
	Iteration 45Q: 3 clusters Score -6501820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -6501828.500000 Penalty: 12860.897461
	Iteration 46Q: 3 clusters Score -6501828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -6501832.000000 Penalty: 12860.897461
	Iteration 47Q: 3 clusters Score -6501832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -6501828.000000 Penalty: 12860.897461
	Iteration 48Q: 3 clusters Score -6501828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6501814.500000 Penalty: 12860.897461
	Iteration 49Q: 3 clusters Score -6501814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -6501831.500000 Penalty: 12860.897461
	Iteration 50Q: 3 clusters Score -6501832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -6501830.000000 Penalty: 12860.897461
	Iteration 51Q: 3 clusters Score -6501830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -6501827.000000 Penalty: 12860.897461
	Iteration 52Q: 3 clusters Score -6501827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -6501834.000000 Penalty: 12860.897461
	Iteration 53Q: 3 clusters Score -6501834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -6501831.000000 Penalty: 12860.897461
	Iteration 54Q: 3 clusters Score -6501831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -6501828.500000 Penalty: 12860.897461
	Iteration 55Q: 3 clusters Score -6501828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6501830.000000 Penalty: 12860.897461
	Iteration 56Q: 3 clusters Score -6501830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -6501840.500000 Penalty: 12860.897461
	Iteration 57Q: 3 clusters Score -6501840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6501831.500000 Penalty: 12860.897461
	Iteration 58Q: 3 clusters Score -6501832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -6501819.000000 Penalty: 12860.897461
	Iteration 59Q: 3 clusters Score -6501819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6501822.000000 Penalty: 12860.897461
	Iteration 60F: 3 clusters Score -6501822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -6501822.000000 Penalty: 12860.897461
	Iteration 61Q: 3 clusters Score -6501822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -6501816.500000 Penalty: 12860.897461
	Iteration 62Q: 3 clusters Score -6501816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -6501824.500000 Penalty: 12860.897461
	Iteration 63Q: 3 clusters Score -6501824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -6501824.500000 Penalty: 12860.897461
	Iteration 64Q: 3 clusters Score -6501824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6501832.000000 Penalty: 12860.897461
	Iteration 65Q: 3 clusters Score -6501832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -6501825.000000 Penalty: 12860.897461
	Iteration 66Q: 3 clusters Score -6501825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -6501821.500000 Penalty: 12860.897461
	Iteration 67Q: 3 clusters Score -6501822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -6501826.500000 Penalty: 12860.897461
	Iteration 68Q: 3 clusters Score -6501826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6501823.000000 Penalty: 12860.897461
	Iteration 69Q: 3 clusters Score -6501823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -6501833.000000 Penalty: 12860.897461
	Iteration 70Q: 3 clusters Score -6501833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -6501824.000000 Penalty: 12860.897461
	Iteration 71Q: 3 clusters Score -6501824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -6501818.000000 Penalty: 12860.897461
	Iteration 72Q: 3 clusters Score -6501818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -6501818.500000 Penalty: 12860.897461
	Iteration 73Q: 3 clusters Score -6501818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -6501831.000000 Penalty: 12860.897461
	Iteration 74Q: 3 clusters Score -6501831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -6501839.500000 Penalty: 12860.897461
	Iteration 75Q: 3 clusters Score -6501840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6501840.500000 Penalty: 12860.897461
	Iteration 76Q: 3 clusters Score -6501840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -6501834.000000 Penalty: 12860.897461
	Iteration 77Q: 3 clusters Score -6501834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -6501834.000000 Penalty: 12860.897461
	Iteration 78Q: 3 clusters Score -6501834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -6501839.500000 Penalty: 12860.897461
	Iteration 79Q: 3 clusters Score -6501840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -6501843.000000 Penalty: 12860.897461
	Iteration 80F: 3 clusters Score -6501843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -6501838.000000 Penalty: 12860.897461
	Iteration 81Q: 3 clusters Score -6501838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6501847.500000 Penalty: 12860.897461
	Iteration 82Q: 3 clusters Score -6501848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -6501830.500000 Penalty: 12860.897461
	Iteration 83Q: 3 clusters Score -6501830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -6501839.500000 Penalty: 12860.897461
	Iteration 84Q: 3 clusters Score -6501840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -6501840.500000 Penalty: 12860.897461
	Iteration 85Q: 3 clusters Score -6501840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6501848.000000 Penalty: 12860.897461
	Iteration 86Q: 3 clusters Score -6501848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -6501843.500000 Penalty: 12860.897461
	Iteration 87Q: 3 clusters Score -6501844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -6501843.000000 Penalty: 12860.897461
	Iteration 88Q: 3 clusters Score -6501843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6501840.500000 Penalty: 12860.897461
	Iteration 89Q: 3 clusters Score -6501840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6501840.500000 Penalty: 12860.897461
	Iteration 90F: 3 clusters Score -6501840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Entering Unmasked Estep 
Score: -11757046.000000 Penalty: 6786.944824
	Iteration 0F: 2 clusters Score -1.175705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -11711459.000000 Penalty: 13573.889648
	Iteration 0F: 3 clusters Score -1.171146e+07 nChanged 28948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -11727114.000000 Penalty: 13573.889648
	Iteration 1F: 3 clusters Score -1.172711e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -11728074.000000 Penalty: 13573.889648
	Iteration 2Q: 3 clusters Score -1.172807e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -11728905.000000 Penalty: 13573.889648
	Iteration 3Q: 3 clusters Score -1.17289e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -11729583.000000 Penalty: 13573.889648
	Iteration 4Q: 3 clusters Score -1.172958e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -11730163.000000 Penalty: 13573.889648
	Iteration 5Q: 3 clusters Score -1.173016e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -11730945.000000 Penalty: 13573.889648
	Iteration 6Q: 3 clusters Score -1.173094e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -11731879.000000 Penalty: 13573.889648
	Iteration 7Q: 3 clusters Score -1.173188e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -11733287.000000 Penalty: 13573.889648
	Iteration 8Q: 3 clusters Score -1.173329e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -11735539.000000 Penalty: 13573.889648
	Iteration 9F: 3 clusters Score -1.173554e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -11738722.000000 Penalty: 13573.889648
	Iteration 10F: 3 clusters Score -1.173872e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -11742469.000000 Penalty: 13573.889648
	Iteration 11F: 3 clusters Score -1.174247e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -11745930.000000 Penalty: 13573.889648
	Iteration 12F: 3 clusters Score -1.174593e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -11748235.000000 Penalty: 13573.889648
	Iteration 13Q: 3 clusters Score -1.174824e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -11749583.000000 Penalty: 13573.889648
	Iteration 14Q: 3 clusters Score -1.174958e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -11750241.000000 Penalty: 13573.889648
	Iteration 15Q: 3 clusters Score -1.175024e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -11750561.000000 Penalty: 13573.889648
	Iteration 16Q: 3 clusters Score -1.175056e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -11750735.000000 Penalty: 13573.889648
	Iteration 17Q: 3 clusters Score -1.175074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -11750831.000000 Penalty: 13573.889648
	Iteration 18Q: 3 clusters Score -1.175083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -11750870.000000 Penalty: 13573.889648
	Iteration 19Q: 3 clusters Score -1.175087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -11750912.000000 Penalty: 13573.889648
	Iteration 20F: 3 clusters Score -1.175091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -11750940.000000 Penalty: 13573.889648
	Iteration 21Q: 3 clusters Score -1.175094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -11750978.000000 Penalty: 13573.889648
	Iteration 22Q: 3 clusters Score -1.175098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -11750972.000000 Penalty: 13573.889648
	Iteration 23Q: 3 clusters Score -1.175097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -11750984.000000 Penalty: 13573.889648
	Iteration 24Q: 3 clusters Score -1.175098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -11750977.000000 Penalty: 13573.889648
	Iteration 25Q: 3 clusters Score -1.175098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -11750968.000000 Penalty: 13573.889648
	Iteration 26Q: 3 clusters Score -1.175097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -11750987.000000 Penalty: 13573.889648
	Iteration 27Q: 3 clusters Score -1.175099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -11750997.000000 Penalty: 13573.889648
	Iteration 28Q: 3 clusters Score -1.1751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -11750993.000000 Penalty: 13573.889648
	Iteration 29Q: 3 clusters Score -1.175099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -11750988.000000 Penalty: 13573.889648
	Iteration 30Q: 3 clusters Score -1.175099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -11750988.000000 Penalty: 13573.889648
	Iteration 31F: 3 clusters Score -1.175099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175519 members 
Entering Unmasked Estep 
Score: -31690478.000000 Penalty: 7396.245117
	Iteration 0F: 2 clusters Score -3.169048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -31572204.000000 Penalty: 14792.490234
	Iteration 0F: 3 clusters Score -3.15722e+07 nChanged 82272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -31618482.000000 Penalty: 14792.490234
	Iteration 1F: 3 clusters Score -3.161848e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -31619758.000000 Penalty: 14792.490234
	Iteration 2Q: 3 clusters Score -3.161976e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -31620844.000000 Penalty: 14792.490234
	Iteration 3Q: 3 clusters Score -3.162084e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -31622258.000000 Penalty: 14792.490234
	Iteration 4Q: 3 clusters Score -3.162226e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -31623556.000000 Penalty: 14792.490234
	Iteration 5Q: 3 clusters Score -3.162356e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -31625094.000000 Penalty: 14792.490234
	Iteration 6Q: 3 clusters Score -3.162509e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -31626774.000000 Penalty: 14792.490234
	Iteration 7Q: 3 clusters Score -3.162677e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -31628832.000000 Penalty: 14792.490234
	Iteration 8Q: 3 clusters Score -3.162883e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -31631224.000000 Penalty: 14792.490234
	Iteration 9Q: 3 clusters Score -3.163122e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -31634450.000000 Penalty: 14792.490234
	Iteration 10Q: 3 clusters Score -3.163445e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -31637668.000000 Penalty: 14792.490234
	Iteration 11Q: 3 clusters Score -3.163767e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -31640904.000000 Penalty: 14792.490234
	Iteration 12Q: 3 clusters Score -3.16409e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -31644614.000000 Penalty: 14792.490234
	Iteration 13Q: 3 clusters Score -3.164461e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 111716 members 
Entering Unmasked Estep 
Score: -31647922.000000 Penalty: 14792.490234
	Iteration 14Q: 3 clusters Score -3.164792e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -31651186.000000 Penalty: 14792.490234
	Iteration 15Q: 3 clusters Score -3.165119e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -31654864.000000 Penalty: 14792.490234
	Iteration 16Q: 3 clusters Score -3.165486e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 132076 members 
Entering Unmasked Estep 
Score: -31658698.000000 Penalty: 14792.490234
	Iteration 17Q: 3 clusters Score -3.16587e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -31662964.000000 Penalty: 14792.490234
	Iteration 18Q: 3 clusters Score -3.166296e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -31667606.000000 Penalty: 14792.490234
	Iteration 19Q: 3 clusters Score -3.166761e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -31672008.000000 Penalty: 14792.490234
	Iteration 20F: 3 clusters Score -3.167201e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -31675980.000000 Penalty: 14792.490234
	Iteration 21Q: 3 clusters Score -3.167598e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -31678790.000000 Penalty: 14792.490234
	Iteration 22Q: 3 clusters Score -3.167879e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -31680746.000000 Penalty: 14792.490234
	Iteration 23Q: 3 clusters Score -3.168075e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -31681828.000000 Penalty: 14792.490234
	Iteration 24Q: 3 clusters Score -3.168183e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 171895 members 
Entering Unmasked Estep 
Score: -31682516.000000 Penalty: 14792.490234
	Iteration 25Q: 3 clusters Score -3.168252e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 172595 members 
Entering Unmasked Estep 
Score: -31683002.000000 Penalty: 14792.490234
	Iteration 26Q: 3 clusters Score -3.1683e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 173045 members 
Entering Unmasked Estep 
Score: -31683276.000000 Penalty: 14792.490234
	Iteration 27Q: 3 clusters Score -3.168328e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -31683518.000000 Penalty: 14792.490234
	Iteration 28Q: 3 clusters Score -3.168352e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 173537 members 
Entering Unmasked Estep 
Score: -31683664.000000 Penalty: 14792.490234
	Iteration 29Q: 3 clusters Score -3.168366e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 173648 members 
Entering Unmasked Estep 
Score: -31683790.000000 Penalty: 14792.490234
	Iteration 30Q: 3 clusters Score -3.168379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 173723 members 
Entering Unmasked Estep 
Score: -31683806.000000 Penalty: 14792.490234
	Iteration 31Q: 3 clusters Score -3.168381e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 173785 members 
Entering Unmasked Estep 
Score: -31683852.000000 Penalty: 14792.490234
	Iteration 32Q: 3 clusters Score -3.168385e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -31683900.000000 Penalty: 14792.490234
	Iteration 33Q: 3 clusters Score -3.16839e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 173887 members 
Entering Unmasked Estep 
Score: -31683948.000000 Penalty: 14792.490234
	Iteration 34Q: 3 clusters Score -3.168395e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -31683982.000000 Penalty: 14792.490234
	Iteration 35Q: 3 clusters Score -3.168398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 173966 members 
Entering Unmasked Estep 
Score: -31684012.000000 Penalty: 14792.490234
	Iteration 36Q: 3 clusters Score -3.168401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 173981 members 
Entering Unmasked Estep 
Score: -31684000.000000 Penalty: 14792.490234
	Iteration 37Q: 3 clusters Score -3.1684e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -31684032.000000 Penalty: 14792.490234
	Iteration 38Q: 3 clusters Score -3.168403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -31684058.000000 Penalty: 14792.490234
	Iteration 39Q: 3 clusters Score -3.168406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -31684082.000000 Penalty: 14792.490234
	Iteration 40F: 3 clusters Score -3.168408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -31684090.000000 Penalty: 14792.490234
	Iteration 41Q: 3 clusters Score -3.168409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 174072 members 
Entering Unmasked Estep 
Score: -31684110.000000 Penalty: 14792.490234
	Iteration 42Q: 3 clusters Score -3.168411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 174088 members 
Entering Unmasked Estep 
Score: -31684112.000000 Penalty: 14792.490234
	Iteration 43Q: 3 clusters Score -3.168411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 174101 members 
Entering Unmasked Estep 
Score: -31684122.000000 Penalty: 14792.490234
	Iteration 44Q: 3 clusters Score -3.168412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -31684152.000000 Penalty: 14792.490234
	Iteration 45Q: 3 clusters Score -3.168415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 174130 members 
Entering Unmasked Estep 
Score: -31684140.000000 Penalty: 14792.490234
	Iteration 46Q: 3 clusters Score -3.168414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -31684140.000000 Penalty: 14792.490234
	Iteration 47Q: 3 clusters Score -3.168414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -31684164.000000 Penalty: 14792.490234
	Iteration 48Q: 3 clusters Score -3.168416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -31684158.000000 Penalty: 14792.490234
	Iteration 49Q: 3 clusters Score -3.168416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -31684170.000000 Penalty: 14792.490234
	Iteration 50Q: 3 clusters Score -3.168417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 174159 members 
Entering Unmasked Estep 
Score: -31684154.000000 Penalty: 14792.490234
	Iteration 51Q: 3 clusters Score -3.168415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -31684146.000000 Penalty: 14792.490234
	Iteration 52Q: 3 clusters Score -3.168415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -31684158.000000 Penalty: 14792.490234
	Iteration 53Q: 3 clusters Score -3.168416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -31684156.000000 Penalty: 14792.490234
	Iteration 54Q: 3 clusters Score -3.168416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 174163 members 
Entering Unmasked Estep 
Score: -31684148.000000 Penalty: 14792.490234
	Iteration 55Q: 3 clusters Score -3.168415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -31684140.000000 Penalty: 14792.490234
	Iteration 56Q: 3 clusters Score -3.168414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -31684150.000000 Penalty: 14792.490234
	Iteration 57Q: 3 clusters Score -3.168415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -31684148.000000 Penalty: 14792.490234
	Iteration 58Q: 3 clusters Score -3.168415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -31684160.000000 Penalty: 14792.490234
	Iteration 59Q: 3 clusters Score -3.168416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 174174 members 
Entering Unmasked Estep 
Score: -31684158.000000 Penalty: 14792.490234
	Iteration 60F: 3 clusters Score -3.168416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -311374.968750 Penalty: 4632.142090
	Iteration 0F: 2 clusters Score -311375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306433.093750 Penalty: 9264.284180
	Iteration 0F: 3 clusters Score -306433.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -307058.187500 Penalty: 9264.284180
	Iteration 1F: 3 clusters Score -307058.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -307264.781250 Penalty: 9264.284180
	Iteration 2F: 3 clusters Score -307264.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -307365.000000 Penalty: 9264.284180
	Iteration 3Q: 3 clusters Score -307365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -307434.093750 Penalty: 9264.284180
	Iteration 4Q: 3 clusters Score -307434.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -307502.093750 Penalty: 9264.284180
	Iteration 5Q: 3 clusters Score -307502.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -307602.343750 Penalty: 9264.284180
	Iteration 6Q: 3 clusters Score -307602.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307739.187500 Penalty: 9264.284180
	Iteration 7Q: 3 clusters Score -307739.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -307906.781250 Penalty: 9264.284180
	Iteration 8Q: 3 clusters Score -307906.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -308164.281250 Penalty: 9264.284180
	Iteration 9Q: 3 clusters Score -308164.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -308523.468750 Penalty: 9264.284180
	Iteration 10Q: 3 clusters Score -308523.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -308863.593750 Penalty: 9264.284180
	Iteration 11Q: 3 clusters Score -308863.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -309198.281250 Penalty: 9264.284180
	Iteration 12Q: 3 clusters Score -309198.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -309583.125000 Penalty: 9264.284180
	Iteration 13Q: 3 clusters Score -309583.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -309992.343750 Penalty: 9264.284180
	Iteration 14Q: 3 clusters Score -309992.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -310492.250000 Penalty: 9264.284180
	Iteration 15Q: 3 clusters Score -310492.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -310923.343750 Penalty: 9264.284180
	Iteration 16Q: 3 clusters Score -310923.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -311442.093750 Penalty: 9264.284180
	Iteration 17Q: 3 clusters Score -311442.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -312025.156250 Penalty: 9264.284180
	Iteration 18Q: 3 clusters Score -312025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -312225.718750 Penalty: 9264.284180
	Iteration 19Q: 3 clusters Score -312225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -312374.093750 Penalty: 9264.284180
	Iteration 20F: 3 clusters Score -312374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -312575.968750 Penalty: 9264.284180
	Iteration 21Q: 3 clusters Score -312576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -312649.968750 Penalty: 9264.284180
	Iteration 22Q: 3 clusters Score -312650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -312672.343750 Penalty: 9264.284180
	Iteration 23Q: 3 clusters Score -312672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -312672.343750 Penalty: 9264.284180
	Iteration 24F: 3 clusters Score -312672.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480171 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36268 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82715 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80790 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 963 members 
Entering Unmasked Estep 
Score: -226846704.000000 Penalty: 275624.093750
Splitting cluster 15 changes total score from -226850336.000000 to -226846704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -188950.406250 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -188950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -184757.828125 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -184757.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -185113.406250 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -185113.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185228.859375 Penalty: 8547.169922
	Iteration 2Q: 3 clusters Score -185228.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185277.031250 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -185277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -185304.578125 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -185304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185319.796875 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -185319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185323.921875 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -185323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185323.921875 Penalty: 8547.169922
	Iteration 7F: 3 clusters Score -185323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Entering Unmasked Estep 
Score: -5796960.500000 Penalty: 6354.719727
	Iteration 0F: 2 clusters Score -5796960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5772807.500000 Penalty: 12709.439453
	Iteration 0F: 3 clusters Score -5772808 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5779868.500000 Penalty: 12709.439453
	Iteration 1F: 3 clusters Score -5779868 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -5780680.000000 Penalty: 12709.439453
	Iteration 2F: 3 clusters Score -5780680 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -5781242.000000 Penalty: 12709.439453
	Iteration 3Q: 3 clusters Score -5781242 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5781665.500000 Penalty: 12709.439453
	Iteration 4Q: 3 clusters Score -5781666 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -5782061.500000 Penalty: 12709.439453
	Iteration 5Q: 3 clusters Score -5782062 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5782432.500000 Penalty: 12709.439453
	Iteration 6Q: 3 clusters Score -5782432 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5782913.000000 Penalty: 12709.439453
	Iteration 7Q: 3 clusters Score -5782913 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5783411.000000 Penalty: 12709.439453
	Iteration 8Q: 3 clusters Score -5783411 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5784051.500000 Penalty: 12709.439453
	Iteration 9Q: 3 clusters Score -5784052 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5784874.500000 Penalty: 12709.439453
	Iteration 10Q: 3 clusters Score -5784874 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5785877.000000 Penalty: 12709.439453
	Iteration 11Q: 3 clusters Score -5785877 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5786957.000000 Penalty: 12709.439453
	Iteration 12Q: 3 clusters Score -5786957 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5788035.500000 Penalty: 12709.439453
	Iteration 13Q: 3 clusters Score -5788036 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5788948.500000 Penalty: 12709.439453
	Iteration 14Q: 3 clusters Score -5788948 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5789650.000000 Penalty: 12709.439453
	Iteration 15Q: 3 clusters Score -5789650 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -5790086.500000 Penalty: 12709.439453
	Iteration 16Q: 3 clusters Score -5790086 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5790348.500000 Penalty: 12709.439453
	Iteration 17Q: 3 clusters Score -5790348 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5790523.000000 Penalty: 12709.439453
	Iteration 18Q: 3 clusters Score -5790523 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5790656.000000 Penalty: 12709.439453
	Iteration 19Q: 3 clusters Score -5790656 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -5790776.500000 Penalty: 12709.439453
	Iteration 20F: 3 clusters Score -5790776 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5790865.000000 Penalty: 12709.439453
	Iteration 21Q: 3 clusters Score -5790865 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5790955.500000 Penalty: 12709.439453
	Iteration 22Q: 3 clusters Score -5790956 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -5791030.000000 Penalty: 12709.439453
	Iteration 23Q: 3 clusters Score -5791030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -5791073.000000 Penalty: 12709.439453
	Iteration 24Q: 3 clusters Score -5791073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -5791093.500000 Penalty: 12709.439453
	Iteration 25Q: 3 clusters Score -5791094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5791127.500000 Penalty: 12709.439453
	Iteration 26Q: 3 clusters Score -5791128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -5791161.000000 Penalty: 12709.439453
	Iteration 27Q: 3 clusters Score -5791161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -5791181.000000 Penalty: 12709.439453
	Iteration 28Q: 3 clusters Score -5791181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -5791191.500000 Penalty: 12709.439453
	Iteration 29Q: 3 clusters Score -5791192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5791219.000000 Penalty: 12709.439453
	Iteration 30Q: 3 clusters Score -5791219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -5791243.500000 Penalty: 12709.439453
	Iteration 31Q: 3 clusters Score -5791244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5791248.000000 Penalty: 12709.439453
	Iteration 32Q: 3 clusters Score -5791248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -5791261.500000 Penalty: 12709.439453
	Iteration 33Q: 3 clusters Score -5791262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -5791267.000000 Penalty: 12709.439453
	Iteration 34Q: 3 clusters Score -5791267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5791281.500000 Penalty: 12709.439453
	Iteration 35Q: 3 clusters Score -5791282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -5791290.000000 Penalty: 12709.439453
	Iteration 36Q: 3 clusters Score -5791290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -5791301.000000 Penalty: 12709.439453
	Iteration 37Q: 3 clusters Score -5791301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5791302.500000 Penalty: 12709.439453
	Iteration 38Q: 3 clusters Score -5791302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5791301.000000 Penalty: 12709.439453
	Iteration 39Q: 3 clusters Score -5791301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5791314.000000 Penalty: 12709.439453
	Iteration 40F: 3 clusters Score -5791314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5791318.000000 Penalty: 12709.439453
	Iteration 41Q: 3 clusters Score -5791318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -5791313.000000 Penalty: 12709.439453
	Iteration 42Q: 3 clusters Score -5791313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5791310.000000 Penalty: 12709.439453
	Iteration 43Q: 3 clusters Score -5791310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5791315.500000 Penalty: 12709.439453
	Iteration 44Q: 3 clusters Score -5791316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5791329.500000 Penalty: 12709.439453
	Iteration 45Q: 3 clusters Score -5791330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -5791332.000000 Penalty: 12709.439453
	Iteration 46Q: 3 clusters Score -5791332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -5791344.000000 Penalty: 12709.439453
	Iteration 47Q: 3 clusters Score -5791344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -5791351.000000 Penalty: 12709.439453
	Iteration 48Q: 3 clusters Score -5791351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5791353.500000 Penalty: 12709.439453
	Iteration 49Q: 3 clusters Score -5791354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5791353.000000 Penalty: 12709.439453
	Iteration 50Q: 3 clusters Score -5791353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5791363.000000 Penalty: 12709.439453
	Iteration 51Q: 3 clusters Score -5791363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -5791377.500000 Penalty: 12709.439453
	Iteration 52Q: 3 clusters Score -5791378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -5791385.000000 Penalty: 12709.439453
	Iteration 53Q: 3 clusters Score -5791385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5791404.500000 Penalty: 12709.439453
	Iteration 54Q: 3 clusters Score -5791404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5791417.500000 Penalty: 12709.439453
	Iteration 55Q: 3 clusters Score -5791418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5791423.000000 Penalty: 12709.439453
	Iteration 56Q: 3 clusters Score -5791423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5791445.500000 Penalty: 12709.439453
	Iteration 57Q: 3 clusters Score -5791446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -5791443.000000 Penalty: 12709.439453
	Iteration 58Q: 3 clusters Score -5791443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5791462.500000 Penalty: 12709.439453
	Iteration 59Q: 3 clusters Score -5791462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5791469.500000 Penalty: 12709.439453
	Iteration 60F: 3 clusters Score -5791470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -5791477.500000 Penalty: 12709.439453
	Iteration 61Q: 3 clusters Score -5791478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5791486.000000 Penalty: 12709.439453
	Iteration 62Q: 3 clusters Score -5791486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5791490.500000 Penalty: 12709.439453
	Iteration 63Q: 3 clusters Score -5791490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5791490.500000 Penalty: 12709.439453
	Iteration 64Q: 3 clusters Score -5791490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -5791503.500000 Penalty: 12709.439453
	Iteration 65Q: 3 clusters Score -5791504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5791517.500000 Penalty: 12709.439453
	Iteration 66Q: 3 clusters Score -5791518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5791509.000000 Penalty: 12709.439453
	Iteration 67Q: 3 clusters Score -5791509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5791520.500000 Penalty: 12709.439453
	Iteration 68Q: 3 clusters Score -5791520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5791528.000000 Penalty: 12709.439453
	Iteration 69Q: 3 clusters Score -5791528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5791540.500000 Penalty: 12709.439453
	Iteration 70Q: 3 clusters Score -5791540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5791540.500000 Penalty: 12709.439453
	Iteration 71Q: 3 clusters Score -5791540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -5791545.000000 Penalty: 12709.439453
	Iteration 72Q: 3 clusters Score -5791545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -5791547.000000 Penalty: 12709.439453
	Iteration 73Q: 3 clusters Score -5791547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5791550.000000 Penalty: 12709.439453
	Iteration 74Q: 3 clusters Score -5791550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5791552.500000 Penalty: 12709.439453
	Iteration 75Q: 3 clusters Score -5791552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5791550.500000 Penalty: 12709.439453
	Iteration 76Q: 3 clusters Score -5791550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5791559.000000 Penalty: 12709.439453
	Iteration 77Q: 3 clusters Score -5791559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5791560.000000 Penalty: 12709.439453
	Iteration 78Q: 3 clusters Score -5791560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -5791557.500000 Penalty: 12709.439453
	Iteration 79Q: 3 clusters Score -5791558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5791556.000000 Penalty: 12709.439453
	Iteration 80F: 3 clusters Score -5791556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5791555.000000 Penalty: 12709.439453
	Iteration 81Q: 3 clusters Score -5791555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -5791559.500000 Penalty: 12709.439453
	Iteration 82Q: 3 clusters Score -5791560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -5791557.500000 Penalty: 12709.439453
	Iteration 83Q: 3 clusters Score -5791558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5791564.500000 Penalty: 12709.439453
	Iteration 84Q: 3 clusters Score -5791564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5791565.000000 Penalty: 12709.439453
	Iteration 85Q: 3 clusters Score -5791565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5791568.500000 Penalty: 12709.439453
	Iteration 86Q: 3 clusters Score -5791568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5791574.500000 Penalty: 12709.439453
	Iteration 87Q: 3 clusters Score -5791574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -5791566.500000 Penalty: 12709.439453
	Iteration 88Q: 3 clusters Score -5791566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5791573.500000 Penalty: 12709.439453
	Iteration 89Q: 3 clusters Score -5791574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5791576.500000 Penalty: 12709.439453
	Iteration 90Q: 3 clusters Score -5791576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5791581.500000 Penalty: 12709.439453
	Iteration 91Q: 3 clusters Score -5791582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5791565.000000 Penalty: 12709.439453
	Iteration 92Q: 3 clusters Score -5791565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5791582.500000 Penalty: 12709.439453
	Iteration 93Q: 3 clusters Score -5791582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5791577.000000 Penalty: 12709.439453
	Iteration 94Q: 3 clusters Score -5791577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5791572.000000 Penalty: 12709.439453
	Iteration 95Q: 3 clusters Score -5791572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -5791578.500000 Penalty: 12709.439453
	Iteration 96Q: 3 clusters Score -5791578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5791580.500000 Penalty: 12709.439453
	Iteration 97Q: 3 clusters Score -5791580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5791580.000000 Penalty: 12709.439453
	Iteration 98Q: 3 clusters Score -5791580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5791576.000000 Penalty: 12709.439453
	Iteration 99Q: 3 clusters Score -5791576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5791576.000000 Penalty: 12709.439453
	Iteration 100F: 3 clusters Score -5791576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Entering Unmasked Estep 
Score: -7008455.000000 Penalty: 6467.743652
	Iteration 0F: 2 clusters Score -7008455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -6980119.000000 Penalty: 12935.487305
	Iteration 0F: 3 clusters Score -6980119 nChanged 16723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -6989304.500000 Penalty: 12935.487305
	Iteration 1F: 3 clusters Score -6989304 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -6991037.000000 Penalty: 12935.487305
	Iteration 2F: 3 clusters Score -6991037 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -6993036.500000 Penalty: 12935.487305
	Iteration 3F: 3 clusters Score -6993036 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6995205.500000 Penalty: 12935.487305
	Iteration 4F: 3 clusters Score -6995206 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6997676.500000 Penalty: 12935.487305
	Iteration 5F: 3 clusters Score -6997676 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -6999881.000000 Penalty: 12935.487305
	Iteration 6F: 3 clusters Score -6999881 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -7001522.000000 Penalty: 12935.487305
	Iteration 7F: 3 clusters Score -7001522 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -7002498.000000 Penalty: 12935.487305
	Iteration 8Q: 3 clusters Score -7002498 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -7003105.000000 Penalty: 12935.487305
	Iteration 9Q: 3 clusters Score -7003105 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -7003565.500000 Penalty: 12935.487305
	Iteration 10Q: 3 clusters Score -7003566 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -7003843.500000 Penalty: 12935.487305
	Iteration 11Q: 3 clusters Score -7003844 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -7004064.500000 Penalty: 12935.487305
	Iteration 12Q: 3 clusters Score -7004064 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -7004325.500000 Penalty: 12935.487305
	Iteration 13Q: 3 clusters Score -7004326 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -7004522.500000 Penalty: 12935.487305
	Iteration 14Q: 3 clusters Score -7004522 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7004654.000000 Penalty: 12935.487305
	Iteration 15Q: 3 clusters Score -7004654 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7004794.000000 Penalty: 12935.487305
	Iteration 16Q: 3 clusters Score -7004794 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7004922.000000 Penalty: 12935.487305
	Iteration 17Q: 3 clusters Score -7004922 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7005073.000000 Penalty: 12935.487305
	Iteration 18Q: 3 clusters Score -7005073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -7005171.500000 Penalty: 12935.487305
	Iteration 19Q: 3 clusters Score -7005172 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7005245.500000 Penalty: 12935.487305
	Iteration 20F: 3 clusters Score -7005246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -7005322.000000 Penalty: 12935.487305
	Iteration 21Q: 3 clusters Score -7005322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -7005369.000000 Penalty: 12935.487305
	Iteration 22Q: 3 clusters Score -7005369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -7005414.000000 Penalty: 12935.487305
	Iteration 23Q: 3 clusters Score -7005414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7005433.000000 Penalty: 12935.487305
	Iteration 24Q: 3 clusters Score -7005433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -7005458.000000 Penalty: 12935.487305
	Iteration 25Q: 3 clusters Score -7005458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -7005488.000000 Penalty: 12935.487305
	Iteration 26Q: 3 clusters Score -7005488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -7005501.000000 Penalty: 12935.487305
	Iteration 27Q: 3 clusters Score -7005501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -7005496.500000 Penalty: 12935.487305
	Iteration 28Q: 3 clusters Score -7005496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -7005512.000000 Penalty: 12935.487305
	Iteration 29Q: 3 clusters Score -7005512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -7005527.000000 Penalty: 12935.487305
	Iteration 30Q: 3 clusters Score -7005527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7005532.500000 Penalty: 12935.487305
	Iteration 31Q: 3 clusters Score -7005532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7005541.000000 Penalty: 12935.487305
	Iteration 32Q: 3 clusters Score -7005541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7005539.500000 Penalty: 12935.487305
	Iteration 33Q: 3 clusters Score -7005540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -7005525.500000 Penalty: 12935.487305
	Iteration 34Q: 3 clusters Score -7005526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -7005535.500000 Penalty: 12935.487305
	Iteration 35Q: 3 clusters Score -7005536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -7005533.500000 Penalty: 12935.487305
	Iteration 36Q: 3 clusters Score -7005534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7005532.000000 Penalty: 12935.487305
	Iteration 37Q: 3 clusters Score -7005532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -7005555.500000 Penalty: 12935.487305
	Iteration 38Q: 3 clusters Score -7005556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -7005552.000000 Penalty: 12935.487305
	Iteration 39Q: 3 clusters Score -7005552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -7005545.000000 Penalty: 12935.487305
	Iteration 40F: 3 clusters Score -7005545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -7005551.500000 Penalty: 12935.487305
	Iteration 41Q: 3 clusters Score -7005552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -7005570.000000 Penalty: 12935.487305
	Iteration 42Q: 3 clusters Score -7005570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -7005565.000000 Penalty: 12935.487305
	Iteration 43Q: 3 clusters Score -7005565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -7005565.000000 Penalty: 12935.487305
	Iteration 44Q: 3 clusters Score -7005565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -7005575.000000 Penalty: 12935.487305
	Iteration 45Q: 3 clusters Score -7005575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7005568.500000 Penalty: 12935.487305
	Iteration 46Q: 3 clusters Score -7005568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7005568.500000 Penalty: 12935.487305
	Iteration 47Q: 3 clusters Score -7005568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -7005567.500000 Penalty: 12935.487305
	Iteration 48Q: 3 clusters Score -7005568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7005577.000000 Penalty: 12935.487305
	Iteration 49Q: 3 clusters Score -7005577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -7005581.000000 Penalty: 12935.487305
	Iteration 50Q: 3 clusters Score -7005581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -7005581.000000 Penalty: 12935.487305
	Iteration 51Q: 3 clusters Score -7005581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -7005597.000000 Penalty: 12935.487305
	Iteration 52Q: 3 clusters Score -7005597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7005589.500000 Penalty: 12935.487305
	Iteration 53Q: 3 clusters Score -7005590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -7005591.500000 Penalty: 12935.487305
	Iteration 54Q: 3 clusters Score -7005592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -7005587.500000 Penalty: 12935.487305
	Iteration 55Q: 3 clusters Score -7005588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -7005586.500000 Penalty: 12935.487305
	Iteration 56Q: 3 clusters Score -7005586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -7005589.500000 Penalty: 12935.487305
	Iteration 57Q: 3 clusters Score -7005590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -7005583.500000 Penalty: 12935.487305
	Iteration 58Q: 3 clusters Score -7005584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7005581.000000 Penalty: 12935.487305
	Iteration 59Q: 3 clusters Score -7005581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7005579.000000 Penalty: 12935.487305
	Iteration 60F: 3 clusters Score -7005579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -7005581.000000 Penalty: 12935.487305
	Iteration 61Q: 3 clusters Score -7005581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -7005581.500000 Penalty: 12935.487305
	Iteration 62Q: 3 clusters Score -7005582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -7005586.000000 Penalty: 12935.487305
	Iteration 63Q: 3 clusters Score -7005586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7005581.500000 Penalty: 12935.487305
	Iteration 64Q: 3 clusters Score -7005582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7005593.500000 Penalty: 12935.487305
	Iteration 65Q: 3 clusters Score -7005594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7005604.500000 Penalty: 12935.487305
	Iteration 66Q: 3 clusters Score -7005604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -7005586.500000 Penalty: 12935.487305
	Iteration 67Q: 3 clusters Score -7005586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -7005602.000000 Penalty: 12935.487305
	Iteration 68Q: 3 clusters Score -7005602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -7005599.000000 Penalty: 12935.487305
	Iteration 69Q: 3 clusters Score -7005599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7005601.500000 Penalty: 12935.487305
	Iteration 70Q: 3 clusters Score -7005602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -7005604.500000 Penalty: 12935.487305
	Iteration 71Q: 3 clusters Score -7005604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -7005611.500000 Penalty: 12935.487305
	Iteration 72Q: 3 clusters Score -7005612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -7005609.000000 Penalty: 12935.487305
	Iteration 73Q: 3 clusters Score -7005609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -7005608.500000 Penalty: 12935.487305
	Iteration 74Q: 3 clusters Score -7005608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7005606.000000 Penalty: 12935.487305
	Iteration 75Q: 3 clusters Score -7005606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -7005605.500000 Penalty: 12935.487305
	Iteration 76Q: 3 clusters Score -7005606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7005605.500000 Penalty: 12935.487305
	Iteration 77Q: 3 clusters Score -7005606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -7005608.000000 Penalty: 12935.487305
	Iteration 78Q: 3 clusters Score -7005608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -7005609.000000 Penalty: 12935.487305
	Iteration 79Q: 3 clusters Score -7005609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -7005614.000000 Penalty: 12935.487305
	Iteration 80F: 3 clusters Score -7005614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -7005617.000000 Penalty: 12935.487305
	Iteration 81Q: 3 clusters Score -7005617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -7005617.000000 Penalty: 12935.487305
	Iteration 82F: 3 clusters Score -7005617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Entering Unmasked Estep 
Score: -2689367.500000 Penalty: 5914.488281
	Iteration 0F: 2 clusters Score -2689368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2675632.750000 Penalty: 11828.976562
	Iteration 0F: 3 clusters Score -2675633 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2679000.750000 Penalty: 11828.976562
	Iteration 1F: 3 clusters Score -2679001 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2679689.750000 Penalty: 11828.976562
	Iteration 2F: 3 clusters Score -2679690 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2680225.500000 Penalty: 11828.976562
	Iteration 3F: 3 clusters Score -2680226 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2680641.750000 Penalty: 11828.976562
	Iteration 4Q: 3 clusters Score -2680642 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2680989.000000 Penalty: 11828.976562
	Iteration 5Q: 3 clusters Score -2680989 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2681298.750000 Penalty: 11828.976562
	Iteration 6Q: 3 clusters Score -2681299 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2681573.750000 Penalty: 11828.976562
	Iteration 7Q: 3 clusters Score -2681574 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2681858.000000 Penalty: 11828.976562
	Iteration 8Q: 3 clusters Score -2681858 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2682119.000000 Penalty: 11828.976562
	Iteration 9Q: 3 clusters Score -2682119 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2682386.750000 Penalty: 11828.976562
	Iteration 10Q: 3 clusters Score -2682387 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2682612.250000 Penalty: 11828.976562
	Iteration 11Q: 3 clusters Score -2682612 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2682800.750000 Penalty: 11828.976562
	Iteration 12Q: 3 clusters Score -2682801 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2682976.250000 Penalty: 11828.976562
	Iteration 13Q: 3 clusters Score -2682976 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2683171.500000 Penalty: 11828.976562
	Iteration 14Q: 3 clusters Score -2683172 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2683332.000000 Penalty: 11828.976562
	Iteration 15Q: 3 clusters Score -2683332 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2683487.000000 Penalty: 11828.976562
	Iteration 16Q: 3 clusters Score -2683487 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2683611.000000 Penalty: 11828.976562
	Iteration 17Q: 3 clusters Score -2683611 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2683723.500000 Penalty: 11828.976562
	Iteration 18Q: 3 clusters Score -2683724 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2683815.500000 Penalty: 11828.976562
	Iteration 19Q: 3 clusters Score -2683816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2683909.250000 Penalty: 11828.976562
	Iteration 20F: 3 clusters Score -2683909 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2683975.000000 Penalty: 11828.976562
	Iteration 21Q: 3 clusters Score -2683975 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2684028.250000 Penalty: 11828.976562
	Iteration 22Q: 3 clusters Score -2684028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2684076.250000 Penalty: 11828.976562
	Iteration 23Q: 3 clusters Score -2684076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2684108.500000 Penalty: 11828.976562
	Iteration 24Q: 3 clusters Score -2684108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2684136.500000 Penalty: 11828.976562
	Iteration 25Q: 3 clusters Score -2684136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2684145.250000 Penalty: 11828.976562
	Iteration 26Q: 3 clusters Score -2684145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2684160.750000 Penalty: 11828.976562
	Iteration 27Q: 3 clusters Score -2684161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2684164.250000 Penalty: 11828.976562
	Iteration 28Q: 3 clusters Score -2684164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2684181.750000 Penalty: 11828.976562
	Iteration 29Q: 3 clusters Score -2684182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2684190.500000 Penalty: 11828.976562
	Iteration 30Q: 3 clusters Score -2684190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2684203.000000 Penalty: 11828.976562
	Iteration 31Q: 3 clusters Score -2684203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2684203.750000 Penalty: 11828.976562
	Iteration 32Q: 3 clusters Score -2684204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2684217.250000 Penalty: 11828.976562
	Iteration 33Q: 3 clusters Score -2684217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2684218.750000 Penalty: 11828.976562
	Iteration 34Q: 3 clusters Score -2684219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2684226.500000 Penalty: 11828.976562
	Iteration 35Q: 3 clusters Score -2684226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2684230.250000 Penalty: 11828.976562
	Iteration 36Q: 3 clusters Score -2684230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2684240.750000 Penalty: 11828.976562
	Iteration 37Q: 3 clusters Score -2684241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2684242.500000 Penalty: 11828.976562
	Iteration 38Q: 3 clusters Score -2684242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2684245.250000 Penalty: 11828.976562
	Iteration 39Q: 3 clusters Score -2684245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2684253.000000 Penalty: 11828.976562
	Iteration 40F: 3 clusters Score -2684253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2684256.500000 Penalty: 11828.976562
	Iteration 41Q: 3 clusters Score -2684256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2684260.750000 Penalty: 11828.976562
	Iteration 42Q: 3 clusters Score -2684261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2684265.000000 Penalty: 11828.976562
	Iteration 43Q: 3 clusters Score -2684265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2684269.250000 Penalty: 11828.976562
	Iteration 44Q: 3 clusters Score -2684269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2684272.000000 Penalty: 11828.976562
	Iteration 45Q: 3 clusters Score -2684272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2684272.500000 Penalty: 11828.976562
	Iteration 46Q: 3 clusters Score -2684272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2684280.750000 Penalty: 11828.976562
	Iteration 47Q: 3 clusters Score -2684281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2684274.000000 Penalty: 11828.976562
	Iteration 48Q: 3 clusters Score -2684274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2684279.250000 Penalty: 11828.976562
	Iteration 49Q: 3 clusters Score -2684279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2684279.000000 Penalty: 11828.976562
	Iteration 50Q: 3 clusters Score -2684279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2684283.000000 Penalty: 11828.976562
	Iteration 51Q: 3 clusters Score -2684283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2684279.750000 Penalty: 11828.976562
	Iteration 52Q: 3 clusters Score -2684280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2684285.500000 Penalty: 11828.976562
	Iteration 53Q: 3 clusters Score -2684286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2684284.750000 Penalty: 11828.976562
	Iteration 54Q: 3 clusters Score -2684285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2684291.000000 Penalty: 11828.976562
	Iteration 55Q: 3 clusters Score -2684291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2684287.000000 Penalty: 11828.976562
	Iteration 56Q: 3 clusters Score -2684287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2684283.000000 Penalty: 11828.976562
	Iteration 57Q: 3 clusters Score -2684283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2684289.250000 Penalty: 11828.976562
	Iteration 58Q: 3 clusters Score -2684289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2684286.750000 Penalty: 11828.976562
	Iteration 59Q: 3 clusters Score -2684287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2684288.750000 Penalty: 11828.976562
	Iteration 60F: 3 clusters Score -2684289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2684286.000000 Penalty: 11828.976562
	Iteration 61Q: 3 clusters Score -2684286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2684288.500000 Penalty: 11828.976562
	Iteration 62Q: 3 clusters Score -2684288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2684290.750000 Penalty: 11828.976562
	Iteration 63Q: 3 clusters Score -2684291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2684293.500000 Penalty: 11828.976562
	Iteration 64Q: 3 clusters Score -2684294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2684297.250000 Penalty: 11828.976562
	Iteration 65Q: 3 clusters Score -2684297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2684302.250000 Penalty: 11828.976562
	Iteration 66Q: 3 clusters Score -2684302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2684304.750000 Penalty: 11828.976562
	Iteration 67Q: 3 clusters Score -2684305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2684297.000000 Penalty: 11828.976562
	Iteration 68Q: 3 clusters Score -2684297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2684297.250000 Penalty: 11828.976562
	Iteration 69Q: 3 clusters Score -2684297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2684297.500000 Penalty: 11828.976562
	Iteration 70Q: 3 clusters Score -2684298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2684302.750000 Penalty: 11828.976562
	Iteration 71Q: 3 clusters Score -2684303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2684302.750000 Penalty: 11828.976562
	Iteration 72F: 3 clusters Score -2684303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Entering Unmasked Estep 
Score: -9503055.000000 Penalty: 6653.828125
	Iteration 0F: 2 clusters Score -9503055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -9466094.000000 Penalty: 13307.656250
	Iteration 0F: 3 clusters Score -9466094 nChanged 22980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -9478097.000000 Penalty: 13307.656250
	Iteration 1F: 3 clusters Score -9478097 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -9479017.000000 Penalty: 13307.656250
	Iteration 2F: 3 clusters Score -9479017 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -9479905.000000 Penalty: 13307.656250
	Iteration 3Q: 3 clusters Score -9479905 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -9480704.000000 Penalty: 13307.656250
	Iteration 4Q: 3 clusters Score -9480704 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -9481593.000000 Penalty: 13307.656250
	Iteration 5Q: 3 clusters Score -9481593 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -9482629.000000 Penalty: 13307.656250
	Iteration 6Q: 3 clusters Score -9482629 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -9483890.000000 Penalty: 13307.656250
	Iteration 7Q: 3 clusters Score -9483890 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -9485412.000000 Penalty: 13307.656250
	Iteration 8F: 3 clusters Score -9485412 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -9487057.000000 Penalty: 13307.656250
	Iteration 9F: 3 clusters Score -9487057 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -9488762.000000 Penalty: 13307.656250
	Iteration 10F: 3 clusters Score -9488762 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -9490462.000000 Penalty: 13307.656250
	Iteration 11Q: 3 clusters Score -9490462 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -9491930.000000 Penalty: 13307.656250
	Iteration 12Q: 3 clusters Score -9491930 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -9493366.000000 Penalty: 13307.656250
	Iteration 13Q: 3 clusters Score -9493366 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9494503.000000 Penalty: 13307.656250
	Iteration 14Q: 3 clusters Score -9494503 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -9495302.000000 Penalty: 13307.656250
	Iteration 15Q: 3 clusters Score -9495302 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -9495976.000000 Penalty: 13307.656250
	Iteration 16Q: 3 clusters Score -9495976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9496501.000000 Penalty: 13307.656250
	Iteration 17Q: 3 clusters Score -9496501 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9496943.000000 Penalty: 13307.656250
	Iteration 18Q: 3 clusters Score -9496943 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9497197.000000 Penalty: 13307.656250
	Iteration 19Q: 3 clusters Score -9497197 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9497314.000000 Penalty: 13307.656250
	Iteration 20F: 3 clusters Score -9497314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9497419.000000 Penalty: 13307.656250
	Iteration 21Q: 3 clusters Score -9497419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9497493.000000 Penalty: 13307.656250
	Iteration 22Q: 3 clusters Score -9497493 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9497542.000000 Penalty: 13307.656250
	Iteration 23Q: 3 clusters Score -9497542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9497555.000000 Penalty: 13307.656250
	Iteration 24Q: 3 clusters Score -9497555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9497586.000000 Penalty: 13307.656250
	Iteration 25Q: 3 clusters Score -9497586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9497591.000000 Penalty: 13307.656250
	Iteration 26Q: 3 clusters Score -9497591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9497584.000000 Penalty: 13307.656250
	Iteration 27Q: 3 clusters Score -9497584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9497581.000000 Penalty: 13307.656250
	Iteration 28Q: 3 clusters Score -9497581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9497582.000000 Penalty: 13307.656250
	Iteration 29Q: 3 clusters Score -9497582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9497582.000000 Penalty: 13307.656250
	Iteration 30F: 3 clusters Score -9497582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -256256.015625 Penalty: 4451.786621
	Iteration 0F: 2 clusters Score -256256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -251670.734375 Penalty: 8903.573242
	Iteration 0F: 3 clusters Score -251670.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -252112.812500 Penalty: 8903.573242
	Iteration 1F: 3 clusters Score -252112.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -252238.734375 Penalty: 8903.573242
	Iteration 2Q: 3 clusters Score -252238.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -252294.312500 Penalty: 8903.573242
	Iteration 3Q: 3 clusters Score -252294.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -252329.375000 Penalty: 8903.573242
	Iteration 4Q: 3 clusters Score -252329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -252361.890625 Penalty: 8903.573242
	Iteration 5Q: 3 clusters Score -252361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -252376.656250 Penalty: 8903.573242
	Iteration 6Q: 3 clusters Score -252376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -252382.843750 Penalty: 8903.573242
	Iteration 7Q: 3 clusters Score -252382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -252389.625000 Penalty: 8903.573242
	Iteration 8Q: 3 clusters Score -252389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -252394.031250 Penalty: 8903.573242
	Iteration 9Q: 3 clusters Score -252394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -252396.421875 Penalty: 8903.573242
	Iteration 10Q: 3 clusters Score -252396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -252396.421875 Penalty: 8903.573242
	Iteration 11F: 3 clusters Score -252396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -117970.117188 Penalty: 4067.723877
	Iteration 0F: 2 clusters Score -117970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114294.828125 Penalty: 8135.447754
	Iteration 0F: 3 clusters Score -114294.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114957.648438 Penalty: 8135.447754
	Iteration 1F: 3 clusters Score -114957.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115138.601562 Penalty: 8135.447754
	Iteration 2F: 3 clusters Score -115138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115247.945312 Penalty: 8135.447754
	Iteration 3Q: 3 clusters Score -115247.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115299.406250 Penalty: 8135.447754
	Iteration 4Q: 3 clusters Score -115299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -115330.367188 Penalty: 8135.447754
	Iteration 5Q: 3 clusters Score -115330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115354.867188 Penalty: 8135.447754
	Iteration 6Q: 3 clusters Score -115354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115365.421875 Penalty: 8135.447754
	Iteration 7Q: 3 clusters Score -115365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -115384.648438 Penalty: 8135.447754
	Iteration 8Q: 3 clusters Score -115384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115395.718750 Penalty: 8135.447754
	Iteration 9Q: 3 clusters Score -115395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115406.390625 Penalty: 8135.447754
	Iteration 10Q: 3 clusters Score -115406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115406.390625 Penalty: 8135.447754
	Iteration 11F: 3 clusters Score -115406.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (82715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Entering Unmasked Estep 
Score: -15102955.000000 Penalty: 6935.433105
	Iteration 0F: 2 clusters Score -1.510296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -15045788.000000 Penalty: 13870.866211
	Iteration 0F: 3 clusters Score -1.504579e+07 nChanged 37563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -15066300.000000 Penalty: 13870.866211
	Iteration 1F: 3 clusters Score -1.50663e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -15067338.000000 Penalty: 13870.866211
	Iteration 2Q: 3 clusters Score -1.506734e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -15068206.000000 Penalty: 13870.866211
	Iteration 3Q: 3 clusters Score -1.506821e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -15068985.000000 Penalty: 13870.866211
	Iteration 4Q: 3 clusters Score -1.506898e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -15069755.000000 Penalty: 13870.866211
	Iteration 5Q: 3 clusters Score -1.506976e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -15070639.000000 Penalty: 13870.866211
	Iteration 6Q: 3 clusters Score -1.507064e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -15071589.000000 Penalty: 13870.866211
	Iteration 7Q: 3 clusters Score -1.507159e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -15073005.000000 Penalty: 13870.866211
	Iteration 8Q: 3 clusters Score -1.5073e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -15074777.000000 Penalty: 13870.866211
	Iteration 9Q: 3 clusters Score -1.507478e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -15076927.000000 Penalty: 13870.866211
	Iteration 10Q: 3 clusters Score -1.507693e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -15079671.000000 Penalty: 13870.866211
	Iteration 11Q: 3 clusters Score -1.507967e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -15082540.000000 Penalty: 13870.866211
	Iteration 12Q: 3 clusters Score -1.508254e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -15085413.000000 Penalty: 13870.866211
	Iteration 13Q: 3 clusters Score -1.508541e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -15088275.000000 Penalty: 13870.866211
	Iteration 14Q: 3 clusters Score -1.508828e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -15090868.000000 Penalty: 13870.866211
	Iteration 15Q: 3 clusters Score -1.509087e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -15092900.000000 Penalty: 13870.866211
	Iteration 16Q: 3 clusters Score -1.50929e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -15094040.000000 Penalty: 13870.866211
	Iteration 17Q: 3 clusters Score -1.509404e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -15094691.000000 Penalty: 13870.866211
	Iteration 18Q: 3 clusters Score -1.509469e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -15095148.000000 Penalty: 13870.866211
	Iteration 19Q: 3 clusters Score -1.509515e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -15095391.000000 Penalty: 13870.866211
	Iteration 20F: 3 clusters Score -1.509539e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -15095655.000000 Penalty: 13870.866211
	Iteration 21Q: 3 clusters Score -1.509566e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -15095833.000000 Penalty: 13870.866211
	Iteration 22Q: 3 clusters Score -1.509583e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -15095988.000000 Penalty: 13870.866211
	Iteration 23Q: 3 clusters Score -1.509599e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -15096120.000000 Penalty: 13870.866211
	Iteration 24Q: 3 clusters Score -1.509612e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -15096207.000000 Penalty: 13870.866211
	Iteration 25Q: 3 clusters Score -1.509621e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -15096321.000000 Penalty: 13870.866211
	Iteration 26Q: 3 clusters Score -1.509632e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -15096383.000000 Penalty: 13870.866211
	Iteration 27Q: 3 clusters Score -1.509638e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -15096489.000000 Penalty: 13870.866211
	Iteration 28Q: 3 clusters Score -1.509649e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -15096567.000000 Penalty: 13870.866211
	Iteration 29Q: 3 clusters Score -1.509657e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -15096667.000000 Penalty: 13870.866211
	Iteration 30Q: 3 clusters Score -1.509667e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -15096741.000000 Penalty: 13870.866211
	Iteration 31Q: 3 clusters Score -1.509674e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -15096793.000000 Penalty: 13870.866211
	Iteration 32Q: 3 clusters Score -1.509679e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -15096838.000000 Penalty: 13870.866211
	Iteration 33Q: 3 clusters Score -1.509684e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -15096853.000000 Penalty: 13870.866211
	Iteration 34Q: 3 clusters Score -1.509685e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -15096866.000000 Penalty: 13870.866211
	Iteration 35Q: 3 clusters Score -1.509687e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -15096907.000000 Penalty: 13870.866211
	Iteration 36Q: 3 clusters Score -1.509691e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -15096918.000000 Penalty: 13870.866211
	Iteration 37Q: 3 clusters Score -1.509692e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -15096924.000000 Penalty: 13870.866211
	Iteration 38Q: 3 clusters Score -1.509692e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -15096961.000000 Penalty: 13870.866211
	Iteration 39Q: 3 clusters Score -1.509696e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -15096986.000000 Penalty: 13870.866211
	Iteration 40F: 3 clusters Score -1.509699e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -15096991.000000 Penalty: 13870.866211
	Iteration 41Q: 3 clusters Score -1.509699e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -15097015.000000 Penalty: 13870.866211
	Iteration 42Q: 3 clusters Score -1.509702e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -15097032.000000 Penalty: 13870.866211
	Iteration 43Q: 3 clusters Score -1.509703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -15097079.000000 Penalty: 13870.866211
	Iteration 44Q: 3 clusters Score -1.509708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -15097086.000000 Penalty: 13870.866211
	Iteration 45Q: 3 clusters Score -1.509709e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -15097111.000000 Penalty: 13870.866211
	Iteration 46Q: 3 clusters Score -1.509711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -15097129.000000 Penalty: 13870.866211
	Iteration 47Q: 3 clusters Score -1.509713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -15097138.000000 Penalty: 13870.866211
	Iteration 48Q: 3 clusters Score -1.509714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -15097126.000000 Penalty: 13870.866211
	Iteration 49Q: 3 clusters Score -1.509713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -15097147.000000 Penalty: 13870.866211
	Iteration 50Q: 3 clusters Score -1.509715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -15097140.000000 Penalty: 13870.866211
	Iteration 51Q: 3 clusters Score -1.509714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -15097151.000000 Penalty: 13870.866211
	Iteration 52Q: 3 clusters Score -1.509715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -15097149.000000 Penalty: 13870.866211
	Iteration 53Q: 3 clusters Score -1.509715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -15097168.000000 Penalty: 13870.866211
	Iteration 54Q: 3 clusters Score -1.509717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -15097152.000000 Penalty: 13870.866211
	Iteration 55Q: 3 clusters Score -1.509715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -15097160.000000 Penalty: 13870.866211
	Iteration 56Q: 3 clusters Score -1.509716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -15097143.000000 Penalty: 13870.866211
	Iteration 57Q: 3 clusters Score -1.509714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -15097140.000000 Penalty: 13870.866211
	Iteration 58Q: 3 clusters Score -1.509714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -15097163.000000 Penalty: 13870.866211
	Iteration 59Q: 3 clusters Score -1.509716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -15097155.000000 Penalty: 13870.866211
	Iteration 60F: 3 clusters Score -1.509716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -15097153.000000 Penalty: 13870.866211
	Iteration 61Q: 3 clusters Score -1.509715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -15097132.000000 Penalty: 13870.866211
	Iteration 62Q: 3 clusters Score -1.509713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -15097136.000000 Penalty: 13870.866211
	Iteration 63Q: 3 clusters Score -1.509714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -15097140.000000 Penalty: 13870.866211
	Iteration 64Q: 3 clusters Score -1.509714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -15097130.000000 Penalty: 13870.866211
	Iteration 65Q: 3 clusters Score -1.509713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -15097138.000000 Penalty: 13870.866211
	Iteration 66Q: 3 clusters Score -1.509714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -15097154.000000 Penalty: 13870.866211
	Iteration 67Q: 3 clusters Score -1.509715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -15097145.000000 Penalty: 13870.866211
	Iteration 68Q: 3 clusters Score -1.509714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -15097138.000000 Penalty: 13870.866211
	Iteration 69Q: 3 clusters Score -1.509714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -15097142.000000 Penalty: 13870.866211
	Iteration 70Q: 3 clusters Score -1.509714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -15097135.000000 Penalty: 13870.866211
	Iteration 71Q: 3 clusters Score -1.509714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -15097152.000000 Penalty: 13870.866211
	Iteration 72Q: 3 clusters Score -1.509715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -15097150.000000 Penalty: 13870.866211
	Iteration 73Q: 3 clusters Score -1.509715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -15097147.000000 Penalty: 13870.866211
	Iteration 74Q: 3 clusters Score -1.509715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -15097162.000000 Penalty: 13870.866211
	Iteration 75Q: 3 clusters Score -1.509716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -15097167.000000 Penalty: 13870.866211
	Iteration 76Q: 3 clusters Score -1.509717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -15097164.000000 Penalty: 13870.866211
	Iteration 77Q: 3 clusters Score -1.509716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -15097171.000000 Penalty: 13870.866211
	Iteration 78Q: 3 clusters Score -1.509717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -15097171.000000 Penalty: 13870.866211
	Iteration 79Q: 3 clusters Score -1.509717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -15097161.000000 Penalty: 13870.866211
	Iteration 80F: 3 clusters Score -1.509716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -15097151.000000 Penalty: 13870.866211
	Iteration 81Q: 3 clusters Score -1.509715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -15097155.000000 Penalty: 13870.866211
	Iteration 82Q: 3 clusters Score -1.509716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -15097155.000000 Penalty: 13870.866211
	Iteration 83Q: 3 clusters Score -1.509716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -15097168.000000 Penalty: 13870.866211
	Iteration 84Q: 3 clusters Score -1.509717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -15097172.000000 Penalty: 13870.866211
	Iteration 85Q: 3 clusters Score -1.509717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -15097150.000000 Penalty: 13870.866211
	Iteration 86Q: 3 clusters Score -1.509715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -15097146.000000 Penalty: 13870.866211
	Iteration 87Q: 3 clusters Score -1.509715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -15097156.000000 Penalty: 13870.866211
	Iteration 88Q: 3 clusters Score -1.509716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -15097161.000000 Penalty: 13870.866211
	Iteration 89Q: 3 clusters Score -1.509716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -15097172.000000 Penalty: 13870.866211
	Iteration 90Q: 3 clusters Score -1.509717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -15097187.000000 Penalty: 13870.866211
	Iteration 91Q: 3 clusters Score -1.509719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -15097186.000000 Penalty: 13870.866211
	Iteration 92Q: 3 clusters Score -1.509719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -15097176.000000 Penalty: 13870.866211
	Iteration 93Q: 3 clusters Score -1.509718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -15097165.000000 Penalty: 13870.866211
	Iteration 94Q: 3 clusters Score -1.509716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -15097172.000000 Penalty: 13870.866211
	Iteration 95Q: 3 clusters Score -1.509717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -15097165.000000 Penalty: 13870.866211
	Iteration 96Q: 3 clusters Score -1.509716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -15097174.000000 Penalty: 13870.866211
	Iteration 97Q: 3 clusters Score -1.509717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -15097175.000000 Penalty: 13870.866211
	Iteration 98Q: 3 clusters Score -1.509718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -15097169.000000 Penalty: 13870.866211
	Iteration 99Q: 3 clusters Score -1.509717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -15097169.000000 Penalty: 13870.866211
	Iteration 100F: 3 clusters Score -1.509717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -15097173.000000 Penalty: 13870.866211
	Iteration 101Q: 3 clusters Score -1.509717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -15097173.000000 Penalty: 13870.866211
	Iteration 102F: 3 clusters Score -1.509717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -85388.789062 Penalty: 3903.658203
	Iteration 0F: 2 clusters Score -85388.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81990.320312 Penalty: 7807.316406
	Iteration 0F: 3 clusters Score -81990.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82209.117188 Penalty: 7807.316406
	Iteration 1F: 3 clusters Score -82209.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82285.492188 Penalty: 7807.316406
	Iteration 2Q: 3 clusters Score -82285.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82454.226562 Penalty: 7807.316406
	Iteration 3Q: 3 clusters Score -82454.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82511.015625 Penalty: 7807.316406
	Iteration 4Q: 3 clusters Score -82511.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82590.945312 Penalty: 7807.316406
	Iteration 5Q: 3 clusters Score -82590.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82641.375000 Penalty: 7807.316406
	Iteration 6Q: 3 clusters Score -82641.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82661.515625 Penalty: 7807.316406
	Iteration 7Q: 3 clusters Score -82661.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82664.796875 Penalty: 7807.316406
	Iteration 8Q: 3 clusters Score -82664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82673.601562 Penalty: 7807.316406
	Iteration 9Q: 3 clusters Score -82673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82673.601562 Penalty: 7807.316406
	Iteration 10F: 3 clusters Score -82673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -1186702.000000 Penalty: 5397.045898
	Iteration 0F: 2 clusters Score -1186702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1178519.250000 Penalty: 10794.091797
	Iteration 0F: 3 clusters Score -1178519 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1180082.125000 Penalty: 10794.091797
	Iteration 1F: 3 clusters Score -1180082 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1180564.750000 Penalty: 10794.091797
	Iteration 2F: 3 clusters Score -1180565 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1180988.000000 Penalty: 10794.091797
	Iteration 3F: 3 clusters Score -1180988 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1181353.750000 Penalty: 10794.091797
	Iteration 4F: 3 clusters Score -1181354 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1181693.875000 Penalty: 10794.091797
	Iteration 5Q: 3 clusters Score -1181694 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1181986.250000 Penalty: 10794.091797
	Iteration 6Q: 3 clusters Score -1181986 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1182226.375000 Penalty: 10794.091797
	Iteration 7Q: 3 clusters Score -1182226 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1182438.500000 Penalty: 10794.091797
	Iteration 8Q: 3 clusters Score -1182438 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1182639.125000 Penalty: 10794.091797
	Iteration 9Q: 3 clusters Score -1182639 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1182803.500000 Penalty: 10794.091797
	Iteration 10Q: 3 clusters Score -1182804 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1182911.125000 Penalty: 10794.091797
	Iteration 11Q: 3 clusters Score -1182911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1183019.875000 Penalty: 10794.091797
	Iteration 12Q: 3 clusters Score -1183020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1183096.000000 Penalty: 10794.091797
	Iteration 13Q: 3 clusters Score -1183096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1183158.875000 Penalty: 10794.091797
	Iteration 14Q: 3 clusters Score -1183159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1183199.625000 Penalty: 10794.091797
	Iteration 15Q: 3 clusters Score -1183200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1183234.000000 Penalty: 10794.091797
	Iteration 16Q: 3 clusters Score -1183234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1183271.750000 Penalty: 10794.091797
	Iteration 17Q: 3 clusters Score -1183272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1183304.000000 Penalty: 10794.091797
	Iteration 18Q: 3 clusters Score -1183304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1183326.250000 Penalty: 10794.091797
	Iteration 19Q: 3 clusters Score -1183326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1183343.000000 Penalty: 10794.091797
	Iteration 20F: 3 clusters Score -1183343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1183352.500000 Penalty: 10794.091797
	Iteration 21Q: 3 clusters Score -1183352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1183363.125000 Penalty: 10794.091797
	Iteration 22Q: 3 clusters Score -1183363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1183373.625000 Penalty: 10794.091797
	Iteration 23Q: 3 clusters Score -1183374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1183380.625000 Penalty: 10794.091797
	Iteration 24Q: 3 clusters Score -1183381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1183390.000000 Penalty: 10794.091797
	Iteration 25Q: 3 clusters Score -1183390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1183393.375000 Penalty: 10794.091797
	Iteration 26Q: 3 clusters Score -1183393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1183400.250000 Penalty: 10794.091797
	Iteration 27Q: 3 clusters Score -1183400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1183406.500000 Penalty: 10794.091797
	Iteration 28Q: 3 clusters Score -1183406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1183408.375000 Penalty: 10794.091797
	Iteration 29Q: 3 clusters Score -1183408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1183409.625000 Penalty: 10794.091797
	Iteration 30Q: 3 clusters Score -1183410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1183412.750000 Penalty: 10794.091797
	Iteration 31Q: 3 clusters Score -1183413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1183414.250000 Penalty: 10794.091797
	Iteration 32Q: 3 clusters Score -1183414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1183412.625000 Penalty: 10794.091797
	Iteration 33Q: 3 clusters Score -1183413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1183412.625000 Penalty: 10794.091797
	Iteration 34F: 3 clusters Score -1183413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1831907.125000 Penalty: 5653.882812
	Iteration 0F: 2 clusters Score -1831907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1821714.000000 Penalty: 11307.765625
	Iteration 0F: 3 clusters Score -1821714 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1823920.000000 Penalty: 11307.765625
	Iteration 1F: 3 clusters Score -1823920 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1824567.750000 Penalty: 11307.765625
	Iteration 2F: 3 clusters Score -1824568 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1825216.875000 Penalty: 11307.765625
	Iteration 3F: 3 clusters Score -1825217 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1826041.625000 Penalty: 11307.765625
	Iteration 4F: 3 clusters Score -1826042 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1827211.875000 Penalty: 11307.765625
	Iteration 5F: 3 clusters Score -1827212 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1828361.625000 Penalty: 11307.765625
	Iteration 6F: 3 clusters Score -1828362 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1829091.750000 Penalty: 11307.765625
	Iteration 7F: 3 clusters Score -1829092 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1829504.500000 Penalty: 11307.765625
	Iteration 8Q: 3 clusters Score -1829504 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1829736.000000 Penalty: 11307.765625
	Iteration 9Q: 3 clusters Score -1829736 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1829872.750000 Penalty: 11307.765625
	Iteration 10Q: 3 clusters Score -1829873 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1829948.250000 Penalty: 11307.765625
	Iteration 11Q: 3 clusters Score -1829948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1829990.125000 Penalty: 11307.765625
	Iteration 12Q: 3 clusters Score -1829990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1830026.750000 Penalty: 11307.765625
	Iteration 13Q: 3 clusters Score -1830027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1830047.000000 Penalty: 11307.765625
	Iteration 14Q: 3 clusters Score -1830047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1830066.250000 Penalty: 11307.765625
	Iteration 15Q: 3 clusters Score -1830066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1830078.375000 Penalty: 11307.765625
	Iteration 16Q: 3 clusters Score -1830078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1830088.500000 Penalty: 11307.765625
	Iteration 17Q: 3 clusters Score -1830088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1830100.125000 Penalty: 11307.765625
	Iteration 18Q: 3 clusters Score -1830100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1830101.875000 Penalty: 11307.765625
	Iteration 19Q: 3 clusters Score -1830102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1830105.000000 Penalty: 11307.765625
	Iteration 20F: 3 clusters Score -1830105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1830108.750000 Penalty: 11307.765625
	Iteration 21Q: 3 clusters Score -1830109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1830111.625000 Penalty: 11307.765625
	Iteration 22Q: 3 clusters Score -1830112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1830113.500000 Penalty: 11307.765625
	Iteration 23Q: 3 clusters Score -1830114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1830113.500000 Penalty: 11307.765625
	Iteration 24F: 3 clusters Score -1830114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -72905.671875 Penalty: 3741.914307
	Iteration 0F: 2 clusters Score -72905.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69667.273438 Penalty: 7483.828613
	Iteration 0F: 3 clusters Score -69667.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69754.664062 Penalty: 7483.828613
	Iteration 1Q: 3 clusters Score -69754.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69787.000000 Penalty: 7483.828613
	Iteration 2Q: 3 clusters Score -69787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69806.796875 Penalty: 7483.828613
	Iteration 3Q: 3 clusters Score -69806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69812.703125 Penalty: 7483.828613
	Iteration 4Q: 3 clusters Score -69812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69812.703125 Penalty: 7483.828613
	Iteration 5F: 3 clusters Score -69812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Entering Unmasked Estep 
Score: -14548048.000000 Penalty: 6921.010254
	Iteration 0F: 2 clusters Score -1.454805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -14492224.000000 Penalty: 13842.020508
	Iteration 0F: 3 clusters Score -1.449222e+07 nChanged 36645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -14511843.000000 Penalty: 13842.020508
	Iteration 1F: 3 clusters Score -1.451184e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -14513048.000000 Penalty: 13842.020508
	Iteration 2Q: 3 clusters Score -1.451305e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -14514174.000000 Penalty: 13842.020508
	Iteration 3Q: 3 clusters Score -1.451417e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -14515310.000000 Penalty: 13842.020508
	Iteration 4Q: 3 clusters Score -1.451531e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -14516409.000000 Penalty: 13842.020508
	Iteration 5Q: 3 clusters Score -1.451641e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -14517521.000000 Penalty: 13842.020508
	Iteration 6Q: 3 clusters Score -1.451752e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -14518618.000000 Penalty: 13842.020508
	Iteration 7Q: 3 clusters Score -1.451862e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -14519741.000000 Penalty: 13842.020508
	Iteration 8Q: 3 clusters Score -1.451974e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -14521133.000000 Penalty: 13842.020508
	Iteration 9Q: 3 clusters Score -1.452113e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -14522645.000000 Penalty: 13842.020508
	Iteration 10Q: 3 clusters Score -1.452264e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -14524160.000000 Penalty: 13842.020508
	Iteration 11Q: 3 clusters Score -1.452416e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -14525726.000000 Penalty: 13842.020508
	Iteration 12Q: 3 clusters Score -1.452573e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -14527265.000000 Penalty: 13842.020508
	Iteration 13Q: 3 clusters Score -1.452726e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -14529040.000000 Penalty: 13842.020508
	Iteration 14Q: 3 clusters Score -1.452904e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -14531007.000000 Penalty: 13842.020508
	Iteration 15Q: 3 clusters Score -1.453101e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -14533067.000000 Penalty: 13842.020508
	Iteration 16Q: 3 clusters Score -1.453307e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -14535401.000000 Penalty: 13842.020508
	Iteration 17Q: 3 clusters Score -1.45354e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -14537110.000000 Penalty: 13842.020508
	Iteration 18Q: 3 clusters Score -1.453711e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -14538438.000000 Penalty: 13842.020508
	Iteration 19Q: 3 clusters Score -1.453844e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -14539382.000000 Penalty: 13842.020508
	Iteration 20F: 3 clusters Score -1.453938e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -14539995.000000 Penalty: 13842.020508
	Iteration 21Q: 3 clusters Score -1.454e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -14540443.000000 Penalty: 13842.020508
	Iteration 22Q: 3 clusters Score -1.454044e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -14540768.000000 Penalty: 13842.020508
	Iteration 23Q: 3 clusters Score -1.454077e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -14541020.000000 Penalty: 13842.020508
	Iteration 24Q: 3 clusters Score -1.454102e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -14541222.000000 Penalty: 13842.020508
	Iteration 25Q: 3 clusters Score -1.454122e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -14541342.000000 Penalty: 13842.020508
	Iteration 26Q: 3 clusters Score -1.454134e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -14541459.000000 Penalty: 13842.020508
	Iteration 27Q: 3 clusters Score -1.454146e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -14541516.000000 Penalty: 13842.020508
	Iteration 28Q: 3 clusters Score -1.454152e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -14541598.000000 Penalty: 13842.020508
	Iteration 29Q: 3 clusters Score -1.45416e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -14541671.000000 Penalty: 13842.020508
	Iteration 30Q: 3 clusters Score -1.454167e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -14541750.000000 Penalty: 13842.020508
	Iteration 31Q: 3 clusters Score -1.454175e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -14541785.000000 Penalty: 13842.020508
	Iteration 32Q: 3 clusters Score -1.454178e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -14541807.000000 Penalty: 13842.020508
	Iteration 33Q: 3 clusters Score -1.454181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -14541810.000000 Penalty: 13842.020508
	Iteration 34Q: 3 clusters Score -1.454181e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -14541828.000000 Penalty: 13842.020508
	Iteration 35Q: 3 clusters Score -1.454183e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -14541891.000000 Penalty: 13842.020508
	Iteration 36Q: 3 clusters Score -1.454189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -14541905.000000 Penalty: 13842.020508
	Iteration 37Q: 3 clusters Score -1.45419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -14541952.000000 Penalty: 13842.020508
	Iteration 38Q: 3 clusters Score -1.454195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -14541981.000000 Penalty: 13842.020508
	Iteration 39Q: 3 clusters Score -1.454198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -14542005.000000 Penalty: 13842.020508
	Iteration 40F: 3 clusters Score -1.4542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -14541986.000000 Penalty: 13842.020508
	Iteration 41Q: 3 clusters Score -1.454199e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -14542000.000000 Penalty: 13842.020508
	Iteration 42Q: 3 clusters Score -1.4542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -14541992.000000 Penalty: 13842.020508
	Iteration 43Q: 3 clusters Score -1.454199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -14542032.000000 Penalty: 13842.020508
	Iteration 44Q: 3 clusters Score -1.454203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -14542050.000000 Penalty: 13842.020508
	Iteration 45Q: 3 clusters Score -1.454205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -14542067.000000 Penalty: 13842.020508
	Iteration 46Q: 3 clusters Score -1.454207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -14542076.000000 Penalty: 13842.020508
	Iteration 47Q: 3 clusters Score -1.454208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -14542096.000000 Penalty: 13842.020508
	Iteration 48Q: 3 clusters Score -1.45421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -14542113.000000 Penalty: 13842.020508
	Iteration 49Q: 3 clusters Score -1.454211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -14542109.000000 Penalty: 13842.020508
	Iteration 50Q: 3 clusters Score -1.454211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -14542148.000000 Penalty: 13842.020508
	Iteration 51Q: 3 clusters Score -1.454215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -14542127.000000 Penalty: 13842.020508
	Iteration 52Q: 3 clusters Score -1.454213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -14542129.000000 Penalty: 13842.020508
	Iteration 53Q: 3 clusters Score -1.454213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -14542129.000000 Penalty: 13842.020508
	Iteration 54Q: 3 clusters Score -1.454213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -14542130.000000 Penalty: 13842.020508
	Iteration 55Q: 3 clusters Score -1.454213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -14542131.000000 Penalty: 13842.020508
	Iteration 56Q: 3 clusters Score -1.454213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -14542137.000000 Penalty: 13842.020508
	Iteration 57Q: 3 clusters Score -1.454214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -14542139.000000 Penalty: 13842.020508
	Iteration 58Q: 3 clusters Score -1.454214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -14542139.000000 Penalty: 13842.020508
	Iteration 59F: 3 clusters Score -1.454214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -83618.515625 Penalty: 3854.719238
	Iteration 0F: 2 clusters Score -83618.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80169.875000 Penalty: 7709.438477
	Iteration 0F: 3 clusters Score -80169.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80385.234375 Penalty: 7709.438477
	Iteration 1F: 3 clusters Score -80385.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80553.460938 Penalty: 7709.438477
	Iteration 2Q: 3 clusters Score -80553.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80611.468750 Penalty: 7709.438477
	Iteration 3Q: 3 clusters Score -80611.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80636.492188 Penalty: 7709.438477
	Iteration 4Q: 3 clusters Score -80636.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80653.351562 Penalty: 7709.438477
	Iteration 5Q: 3 clusters Score -80653.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80657.789062 Penalty: 7709.438477
	Iteration 6Q: 3 clusters Score -80657.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80660.484375 Penalty: 7709.438477
	Iteration 7Q: 3 clusters Score -80660.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80660.484375 Penalty: 7709.438477
	Iteration 8F: 3 clusters Score -80660.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -86134.242188 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -86134.24 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: -82601.289062 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -82601.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82926.671875 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -82926.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83106.960938 Penalty: 7836.238770
	Iteration 2F: 3 clusters Score -83106.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83238.867188 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -83238.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83474.632812 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -83474.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83694.726562 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -83694.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83785.140625 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -83785.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83817.914062 Penalty: 7836.238770
	Iteration 7Q: 3 clusters Score -83817.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83843.664062 Penalty: 7836.238770
	Iteration 8Q: 3 clusters Score -83843.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83857.773438 Penalty: 7836.238770
	Iteration 9Q: 3 clusters Score -83857.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83867.937500 Penalty: 7836.238770
	Iteration 10Q: 3 clusters Score -83867.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83873.273438 Penalty: 7836.238770
	Iteration 11Q: 3 clusters Score -83873.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83875.210938 Penalty: 7836.238770
	Iteration 12Q: 3 clusters Score -83875.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83878.367188 Penalty: 7836.238770
	Iteration 13Q: 3 clusters Score -83878.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83890.554688 Penalty: 7836.238770
	Iteration 14Q: 3 clusters Score -83890.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83900.054688 Penalty: 7836.238770
	Iteration 15Q: 3 clusters Score -83900.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83900.054688 Penalty: 7836.238770
	Iteration 16F: 3 clusters Score -83900.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -145832.390625 Penalty: 4232.224121
	Iteration 0F: 2 clusters Score -145832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -141898.953125 Penalty: 8464.448242
	Iteration 0F: 3 clusters Score -141899 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -142473.125000 Penalty: 8464.448242
	Iteration 1F: 3 clusters Score -142473.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143035.156250 Penalty: 8464.448242
	Iteration 2F: 3 clusters Score -143035.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -143204.468750 Penalty: 8464.448242
	Iteration 3Q: 3 clusters Score -143204.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143342.500000 Penalty: 8464.448242
	Iteration 4Q: 3 clusters Score -143342.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143431.921875 Penalty: 8464.448242
	Iteration 5Q: 3 clusters Score -143431.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143508.125000 Penalty: 8464.448242
	Iteration 6Q: 3 clusters Score -143508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143547.234375 Penalty: 8464.448242
	Iteration 7Q: 3 clusters Score -143547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143564.718750 Penalty: 8464.448242
	Iteration 8Q: 3 clusters Score -143564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143574.984375 Penalty: 8464.448242
	Iteration 9Q: 3 clusters Score -143575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143585.015625 Penalty: 8464.448242
	Iteration 10Q: 3 clusters Score -143585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143593.453125 Penalty: 8464.448242
	Iteration 11Q: 3 clusters Score -143593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143610.281250 Penalty: 8464.448242
	Iteration 12Q: 3 clusters Score -143610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143626.093750 Penalty: 8464.448242
	Iteration 13Q: 3 clusters Score -143626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143643.968750 Penalty: 8464.448242
	Iteration 14Q: 3 clusters Score -143644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143675.781250 Penalty: 8464.448242
	Iteration 15Q: 3 clusters Score -143675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143733.562500 Penalty: 8464.448242
	Iteration 16Q: 3 clusters Score -143733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143786.843750 Penalty: 8464.448242
	Iteration 17Q: 3 clusters Score -143786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143836.078125 Penalty: 8464.448242
	Iteration 18Q: 3 clusters Score -143836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143867.375000 Penalty: 8464.448242
	Iteration 19Q: 3 clusters Score -143867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143911.781250 Penalty: 8464.448242
	Iteration 20F: 3 clusters Score -143911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143954.953125 Penalty: 8464.448242
	Iteration 21Q: 3 clusters Score -143955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143980.546875 Penalty: 8464.448242
	Iteration 22Q: 3 clusters Score -143980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -143994.500000 Penalty: 8464.448242
	Iteration 23Q: 3 clusters Score -143994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144004.968750 Penalty: 8464.448242
	Iteration 24Q: 3 clusters Score -144005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144026.984375 Penalty: 8464.448242
	Iteration 25Q: 3 clusters Score -144027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144033.031250 Penalty: 8464.448242
	Iteration 26Q: 3 clusters Score -144033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144036.843750 Penalty: 8464.448242
	Iteration 27Q: 3 clusters Score -144036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144036.843750 Penalty: 8464.448242
	Iteration 28F: 3 clusters Score -144036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480171 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36268 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82715 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80790 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850320.000000 Penalty: 267010.843750
Iteration 199Q: 32 clusters Score -2.268503e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480166 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36271 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82717 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80790 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850336.000000 Penalty: 267010.843750
Iteration 200F: 32 clusters Score -2.268503e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480161 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36275 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82719 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80792 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850352.000000 Penalty: 267010.843750
Iteration 201Q: 32 clusters Score -2.268504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480159 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36278 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82719 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80792 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850400.000000 Penalty: 267010.843750
Iteration 202Q: 32 clusters Score -2.268504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480157 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82719 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80792 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850336.000000 Penalty: 267010.843750
Iteration 203Q: 32 clusters Score -2.268503e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 480158 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82719 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80792 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850416.000000 Penalty: 267010.843750
Iteration 204Q: 32 clusters Score -2.268504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480156 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36282 members 
Mstep: Class 13 contains 64907 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82719 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80793 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850384.000000 Penalty: 267010.843750
Iteration 205Q: 32 clusters Score -2.268504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 480154 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36283 members 
Mstep: Class 13 contains 64906 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82720 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80795 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 267010.843750
Iteration 206Q: 32 clusters Score -2.268505e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 480148 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36283 members 
Mstep: Class 13 contains 64907 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82722 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80798 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850496.000000 Penalty: 267010.843750
Iteration 207Q: 32 clusters Score -2.268505e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480145 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36284 members 
Mstep: Class 13 contains 64907 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52228 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82722 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80798 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 267010.843750
Iteration 208Q: 32 clusters Score -2.268505e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480145 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36283 members 
Mstep: Class 13 contains 64906 members 
Mstep: Class 14 contains 175520 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38545 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82722 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80798 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850464.000000 Penalty: 267010.843750
Iteration 209Q: 32 clusters Score -2.268505e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480148 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36280 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175520 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52228 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82724 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80799 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850400.000000 Penalty: 267010.843750
Iteration 210Q: 32 clusters Score -2.268504e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480149 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175519 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52226 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82728 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80799 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850432.000000 Penalty: 267010.843750
Iteration 211Q: 32 clusters Score -2.268504e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480146 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52226 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82731 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850416.000000 Penalty: 267010.843750
Iteration 212Q: 32 clusters Score -2.268504e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480146 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82733 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850432.000000 Penalty: 267010.843750
Iteration 213Q: 32 clusters Score -2.268504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480144 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82736 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850432.000000 Penalty: 267010.843750
Iteration 214Q: 32 clusters Score -2.268504e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480143 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82737 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 267010.843750
Iteration 215Q: 32 clusters Score -2.268505e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480143 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82737 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 267010.843750
Iteration 216F: 32 clusters Score -2.268505e+08 nChanged 0
Entering ConstructFrom: 
Score: -226850480.000000 Penalty: 267010.843750
Entering ConstructFrom: 
Trying to split cluster 1 (26204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Entering Unmasked Estep 
Score: -4497698.500000 Penalty: 6231.371094
	Iteration 0F: 2 clusters Score -4497698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4477333.500000 Penalty: 12462.742188
	Iteration 0F: 3 clusters Score -4477334 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4483198.500000 Penalty: 12462.742188
	Iteration 1F: 3 clusters Score -4483198 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4483997.500000 Penalty: 12462.742188
	Iteration 2F: 3 clusters Score -4483998 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4484586.500000 Penalty: 12462.742188
	Iteration 3F: 3 clusters Score -4484586 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4485085.000000 Penalty: 12462.742188
	Iteration 4Q: 3 clusters Score -4485085 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4485526.500000 Penalty: 12462.742188
	Iteration 5Q: 3 clusters Score -4485526 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4485960.000000 Penalty: 12462.742188
	Iteration 6Q: 3 clusters Score -4485960 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4486426.000000 Penalty: 12462.742188
	Iteration 7Q: 3 clusters Score -4486426 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -4487017.000000 Penalty: 12462.742188
	Iteration 8Q: 3 clusters Score -4487017 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4487543.000000 Penalty: 12462.742188
	Iteration 9Q: 3 clusters Score -4487543 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -4488048.000000 Penalty: 12462.742188
	Iteration 10Q: 3 clusters Score -4488048 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4488563.500000 Penalty: 12462.742188
	Iteration 11Q: 3 clusters Score -4488564 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4489045.000000 Penalty: 12462.742188
	Iteration 12Q: 3 clusters Score -4489045 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4489567.500000 Penalty: 12462.742188
	Iteration 13Q: 3 clusters Score -4489568 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -4490063.500000 Penalty: 12462.742188
	Iteration 14Q: 3 clusters Score -4490064 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4490577.500000 Penalty: 12462.742188
	Iteration 15Q: 3 clusters Score -4490578 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4491062.000000 Penalty: 12462.742188
	Iteration 16Q: 3 clusters Score -4491062 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4491494.000000 Penalty: 12462.742188
	Iteration 17Q: 3 clusters Score -4491494 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4491891.000000 Penalty: 12462.742188
	Iteration 18Q: 3 clusters Score -4491891 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4492206.500000 Penalty: 12462.742188
	Iteration 19Q: 3 clusters Score -4492206 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4492470.500000 Penalty: 12462.742188
	Iteration 20F: 3 clusters Score -4492470 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4492657.000000 Penalty: 12462.742188
	Iteration 21Q: 3 clusters Score -4492657 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4492769.000000 Penalty: 12462.742188
	Iteration 22Q: 3 clusters Score -4492769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4492875.500000 Penalty: 12462.742188
	Iteration 23Q: 3 clusters Score -4492876 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4492947.000000 Penalty: 12462.742188
	Iteration 24Q: 3 clusters Score -4492947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4492997.500000 Penalty: 12462.742188
	Iteration 25Q: 3 clusters Score -4492998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4493041.500000 Penalty: 12462.742188
	Iteration 26Q: 3 clusters Score -4493042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4493073.500000 Penalty: 12462.742188
	Iteration 27Q: 3 clusters Score -4493074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4493105.500000 Penalty: 12462.742188
	Iteration 28Q: 3 clusters Score -4493106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4493128.000000 Penalty: 12462.742188
	Iteration 29Q: 3 clusters Score -4493128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4493167.000000 Penalty: 12462.742188
	Iteration 30Q: 3 clusters Score -4493167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4493181.000000 Penalty: 12462.742188
	Iteration 31Q: 3 clusters Score -4493181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4493200.000000 Penalty: 12462.742188
	Iteration 32Q: 3 clusters Score -4493200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4493211.500000 Penalty: 12462.742188
	Iteration 33Q: 3 clusters Score -4493212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4493224.500000 Penalty: 12462.742188
	Iteration 34Q: 3 clusters Score -4493224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4493231.500000 Penalty: 12462.742188
	Iteration 35Q: 3 clusters Score -4493232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4493241.000000 Penalty: 12462.742188
	Iteration 36Q: 3 clusters Score -4493241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4493237.500000 Penalty: 12462.742188
	Iteration 37Q: 3 clusters Score -4493238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4493238.000000 Penalty: 12462.742188
	Iteration 38Q: 3 clusters Score -4493238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4493243.000000 Penalty: 12462.742188
	Iteration 39Q: 3 clusters Score -4493243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4493254.500000 Penalty: 12462.742188
	Iteration 40F: 3 clusters Score -4493254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4493285.500000 Penalty: 12462.742188
	Iteration 41Q: 3 clusters Score -4493286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4493292.500000 Penalty: 12462.742188
	Iteration 42Q: 3 clusters Score -4493292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4493307.500000 Penalty: 12462.742188
	Iteration 43Q: 3 clusters Score -4493308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4493310.000000 Penalty: 12462.742188
	Iteration 44Q: 3 clusters Score -4493310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4493316.000000 Penalty: 12462.742188
	Iteration 45Q: 3 clusters Score -4493316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4493320.500000 Penalty: 12462.742188
	Iteration 46Q: 3 clusters Score -4493320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4493321.000000 Penalty: 12462.742188
	Iteration 47Q: 3 clusters Score -4493321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4493323.500000 Penalty: 12462.742188
	Iteration 48Q: 3 clusters Score -4493324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4493325.500000 Penalty: 12462.742188
	Iteration 49Q: 3 clusters Score -4493326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4493334.500000 Penalty: 12462.742188
	Iteration 50Q: 3 clusters Score -4493334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4493339.000000 Penalty: 12462.742188
	Iteration 51Q: 3 clusters Score -4493339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4493338.500000 Penalty: 12462.742188
	Iteration 52Q: 3 clusters Score -4493338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4493338.000000 Penalty: 12462.742188
	Iteration 53Q: 3 clusters Score -4493338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4493343.000000 Penalty: 12462.742188
	Iteration 54Q: 3 clusters Score -4493343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4493348.000000 Penalty: 12462.742188
	Iteration 55Q: 3 clusters Score -4493348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4493350.500000 Penalty: 12462.742188
	Iteration 56Q: 3 clusters Score -4493350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4493356.500000 Penalty: 12462.742188
	Iteration 57Q: 3 clusters Score -4493356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4493350.000000 Penalty: 12462.742188
	Iteration 58Q: 3 clusters Score -4493350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4493350.000000 Penalty: 12462.742188
	Iteration 59Q: 3 clusters Score -4493350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4493350.000000 Penalty: 12462.742188
	Iteration 60F: 3 clusters Score -4493350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480143 members 
Entering Unmasked Estep 
Score: -86744200.000000 Penalty: 8012.626953
	Iteration 0F: 2 clusters Score -8.67442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240228 members 
Mstep: Class 2 contains 239915 members 
Entering Unmasked Estep 
Score: -86443768.000000 Penalty: 16025.253906
	Iteration 0F: 3 clusters Score -8.644377e+07 nChanged 230690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244386 members 
Mstep: Class 2 contains 235757 members 
Entering Unmasked Estep 
Score: -86579752.000000 Penalty: 16025.253906
	Iteration 1F: 3 clusters Score -8.657975e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247303 members 
Mstep: Class 2 contains 232840 members 
Entering Unmasked Estep 
Score: -86582008.000000 Penalty: 16025.253906
	Iteration 2Q: 3 clusters Score -8.658201e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251767 members 
Mstep: Class 2 contains 228376 members 
Entering Unmasked Estep 
Score: -86584136.000000 Penalty: 16025.253906
	Iteration 3Q: 3 clusters Score -8.658414e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258679 members 
Mstep: Class 2 contains 221464 members 
Entering Unmasked Estep 
Score: -86587488.000000 Penalty: 16025.253906
	Iteration 4Q: 3 clusters Score -8.658749e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269611 members 
Mstep: Class 2 contains 210532 members 
Entering Unmasked Estep 
Score: -86591752.000000 Penalty: 16025.253906
	Iteration 5Q: 3 clusters Score -8.659175e+07 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285983 members 
Mstep: Class 2 contains 194160 members 
Entering Unmasked Estep 
Score: -86598584.000000 Penalty: 16025.253906
	Iteration 6Q: 3 clusters Score -8.659858e+07 nChanged 25952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309899 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -86612168.000000 Penalty: 16025.253906
	Iteration 7F: 3 clusters Score -8.661217e+07 nChanged 34112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342829 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -86636120.000000 Penalty: 16025.253906
	Iteration 8F: 3 clusters Score -8.663612e+07 nChanged 40853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383060 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -86670696.000000 Penalty: 16025.253906
	Iteration 9F: 3 clusters Score -8.66707e+07 nChanged 40018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422816 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -86706608.000000 Penalty: 16025.253906
	Iteration 10F: 3 clusters Score -8.670661e+07 nChanged 29226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451924 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -86729624.000000 Penalty: 16025.253906
	Iteration 11F: 3 clusters Score -8.672962e+07 nChanged 15391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467257 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -86736560.000000 Penalty: 16025.253906
	Iteration 12Q: 3 clusters Score -8.673656e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473704 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -86738808.000000 Penalty: 16025.253906
	Iteration 13Q: 3 clusters Score -8.673881e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476173 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -86739424.000000 Penalty: 16025.253906
	Iteration 14Q: 3 clusters Score -8.673942e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477127 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -86739504.000000 Penalty: 16025.253906
	Iteration 15Q: 3 clusters Score -8.67395e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477499 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -86739704.000000 Penalty: 16025.253906
	Iteration 16Q: 3 clusters Score -8.67397e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477666 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -86739832.000000 Penalty: 16025.253906
	Iteration 17Q: 3 clusters Score -8.673983e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477732 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -86739904.000000 Penalty: 16025.253906
	Iteration 18Q: 3 clusters Score -8.67399e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477738 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -86740096.000000 Penalty: 16025.253906
	Iteration 19Q: 3 clusters Score -8.67401e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477752 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -86740208.000000 Penalty: 16025.253906
	Iteration 20F: 3 clusters Score -8.674021e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477776 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -86740248.000000 Penalty: 16025.253906
	Iteration 21Q: 3 clusters Score -8.674025e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477779 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -86740368.000000 Penalty: 16025.253906
	Iteration 22Q: 3 clusters Score -8.674037e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477777 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -86740504.000000 Penalty: 16025.253906
	Iteration 23Q: 3 clusters Score -8.67405e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477754 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -86740640.000000 Penalty: 16025.253906
	Iteration 24Q: 3 clusters Score -8.674064e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477732 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -86740800.000000 Penalty: 16025.253906
	Iteration 25Q: 3 clusters Score -8.67408e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477719 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -86740736.000000 Penalty: 16025.253906
	Iteration 26Q: 3 clusters Score -8.674074e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477706 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -86740776.000000 Penalty: 16025.253906
	Iteration 27Q: 3 clusters Score -8.674078e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477704 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -86740768.000000 Penalty: 16025.253906
	Iteration 28Q: 3 clusters Score -8.674077e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477704 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -86740720.000000 Penalty: 16025.253906
	Iteration 29Q: 3 clusters Score -8.674072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477699 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -86740736.000000 Penalty: 16025.253906
	Iteration 30Q: 3 clusters Score -8.674074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477694 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -86740808.000000 Penalty: 16025.253906
	Iteration 31Q: 3 clusters Score -8.674081e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477696 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -86740832.000000 Penalty: 16025.253906
	Iteration 32Q: 3 clusters Score -8.674083e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477686 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -86740792.000000 Penalty: 16025.253906
	Iteration 33Q: 3 clusters Score -8.674079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477679 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -86740840.000000 Penalty: 16025.253906
	Iteration 34Q: 3 clusters Score -8.674084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477671 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -86740784.000000 Penalty: 16025.253906
	Iteration 35Q: 3 clusters Score -8.674078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477662 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -86740832.000000 Penalty: 16025.253906
	Iteration 36Q: 3 clusters Score -8.674083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477665 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -86740832.000000 Penalty: 16025.253906
	Iteration 37Q: 3 clusters Score -8.674083e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477657 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -86740896.000000 Penalty: 16025.253906
	Iteration 38Q: 3 clusters Score -8.67409e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477661 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -86740928.000000 Penalty: 16025.253906
	Iteration 39Q: 3 clusters Score -8.674093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477658 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -86740920.000000 Penalty: 16025.253906
	Iteration 40F: 3 clusters Score -8.674092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477655 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -86740936.000000 Penalty: 16025.253906
	Iteration 41Q: 3 clusters Score -8.674094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477647 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -86740936.000000 Penalty: 16025.253906
	Iteration 42Q: 3 clusters Score -8.674094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477640 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -86740960.000000 Penalty: 16025.253906
	Iteration 43Q: 3 clusters Score -8.674096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477629 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -86740936.000000 Penalty: 16025.253906
	Iteration 44Q: 3 clusters Score -8.674094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477617 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -86740944.000000 Penalty: 16025.253906
	Iteration 45Q: 3 clusters Score -8.674094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477607 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -86740968.000000 Penalty: 16025.253906
	Iteration 46Q: 3 clusters Score -8.674097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477602 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -86740968.000000 Penalty: 16025.253906
	Iteration 47Q: 3 clusters Score -8.674097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477595 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -86740944.000000 Penalty: 16025.253906
	Iteration 48Q: 3 clusters Score -8.674094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477590 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -86740960.000000 Penalty: 16025.253906
	Iteration 49Q: 3 clusters Score -8.674096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477585 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -86740976.000000 Penalty: 16025.253906
	Iteration 50Q: 3 clusters Score -8.674098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477588 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -86740976.000000 Penalty: 16025.253906
	Iteration 51Q: 3 clusters Score -8.674098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477590 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -86740968.000000 Penalty: 16025.253906
	Iteration 52Q: 3 clusters Score -8.674097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477587 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -86740952.000000 Penalty: 16025.253906
	Iteration 53Q: 3 clusters Score -8.674095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477581 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -86740992.000000 Penalty: 16025.253906
	Iteration 54Q: 3 clusters Score -8.674099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477577 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -86741008.000000 Penalty: 16025.253906
	Iteration 55Q: 3 clusters Score -8.674101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477576 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -86741032.000000 Penalty: 16025.253906
	Iteration 56Q: 3 clusters Score -8.674103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477573 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -86741048.000000 Penalty: 16025.253906
	Iteration 57Q: 3 clusters Score -8.674105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477572 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -86740976.000000 Penalty: 16025.253906
	Iteration 58Q: 3 clusters Score -8.674098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477572 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -86740984.000000 Penalty: 16025.253906
	Iteration 59Q: 3 clusters Score -8.674098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477569 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -86741008.000000 Penalty: 16025.253906
	Iteration 60F: 3 clusters Score -8.674101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477567 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -86741032.000000 Penalty: 16025.253906
	Iteration 61Q: 3 clusters Score -8.674103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477565 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -86741024.000000 Penalty: 16025.253906
	Iteration 62Q: 3 clusters Score -8.674102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477566 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -86741032.000000 Penalty: 16025.253906
	Iteration 63Q: 3 clusters Score -8.674103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477567 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -86741056.000000 Penalty: 16025.253906
	Iteration 64Q: 3 clusters Score -8.674106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477566 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -86741056.000000 Penalty: 16025.253906
	Iteration 65Q: 3 clusters Score -8.674106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477568 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -86741032.000000 Penalty: 16025.253906
	Iteration 66Q: 3 clusters Score -8.674103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477568 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -86741088.000000 Penalty: 16025.253906
	Iteration 67Q: 3 clusters Score -8.674109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477570 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -86741048.000000 Penalty: 16025.253906
	Iteration 68Q: 3 clusters Score -8.674105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477570 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -86741048.000000 Penalty: 16025.253906
	Iteration 69F: 3 clusters Score -8.674105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Entering Unmasked Estep 
Score: -2129349.000000 Penalty: 5783.472168
	Iteration 0F: 2 clusters Score -2129349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2117488.250000 Penalty: 11566.944336
	Iteration 0F: 3 clusters Score -2117488 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2120138.000000 Penalty: 11566.944336
	Iteration 1F: 3 clusters Score -2120138 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2120719.000000 Penalty: 11566.944336
	Iteration 2F: 3 clusters Score -2120719 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2121145.250000 Penalty: 11566.944336
	Iteration 3F: 3 clusters Score -2121145 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2121483.250000 Penalty: 11566.944336
	Iteration 4Q: 3 clusters Score -2121483 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2121784.000000 Penalty: 11566.944336
	Iteration 5Q: 3 clusters Score -2121784 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2122026.500000 Penalty: 11566.944336
	Iteration 6Q: 3 clusters Score -2122026 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2122236.250000 Penalty: 11566.944336
	Iteration 7Q: 3 clusters Score -2122236 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2122450.500000 Penalty: 11566.944336
	Iteration 8Q: 3 clusters Score -2122450 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2122626.000000 Penalty: 11566.944336
	Iteration 9Q: 3 clusters Score -2122626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2122822.750000 Penalty: 11566.944336
	Iteration 10Q: 3 clusters Score -2122823 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2122986.750000 Penalty: 11566.944336
	Iteration 11Q: 3 clusters Score -2122987 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2123145.000000 Penalty: 11566.944336
	Iteration 12Q: 3 clusters Score -2123145 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2123273.250000 Penalty: 11566.944336
	Iteration 13Q: 3 clusters Score -2123273 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2123412.750000 Penalty: 11566.944336
	Iteration 14Q: 3 clusters Score -2123413 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2123532.000000 Penalty: 11566.944336
	Iteration 15Q: 3 clusters Score -2123532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2123662.000000 Penalty: 11566.944336
	Iteration 16Q: 3 clusters Score -2123662 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2123809.750000 Penalty: 11566.944336
	Iteration 17Q: 3 clusters Score -2123810 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2123947.500000 Penalty: 11566.944336
	Iteration 18Q: 3 clusters Score -2123948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2124065.750000 Penalty: 11566.944336
	Iteration 19Q: 3 clusters Score -2124066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2124152.250000 Penalty: 11566.944336
	Iteration 20F: 3 clusters Score -2124152 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2124238.250000 Penalty: 11566.944336
	Iteration 21Q: 3 clusters Score -2124238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2124308.000000 Penalty: 11566.944336
	Iteration 22Q: 3 clusters Score -2124308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2124372.500000 Penalty: 11566.944336
	Iteration 23Q: 3 clusters Score -2124372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2124449.250000 Penalty: 11566.944336
	Iteration 24Q: 3 clusters Score -2124449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2124522.000000 Penalty: 11566.944336
	Iteration 25Q: 3 clusters Score -2124522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2124587.750000 Penalty: 11566.944336
	Iteration 26Q: 3 clusters Score -2124588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2124661.250000 Penalty: 11566.944336
	Iteration 27Q: 3 clusters Score -2124661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2124727.250000 Penalty: 11566.944336
	Iteration 28Q: 3 clusters Score -2124727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2124785.000000 Penalty: 11566.944336
	Iteration 29Q: 3 clusters Score -2124785 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2124822.250000 Penalty: 11566.944336
	Iteration 30Q: 3 clusters Score -2124822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2124850.750000 Penalty: 11566.944336
	Iteration 31Q: 3 clusters Score -2124851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2124880.750000 Penalty: 11566.944336
	Iteration 32Q: 3 clusters Score -2124881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2124915.500000 Penalty: 11566.944336
	Iteration 33Q: 3 clusters Score -2124916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2124934.250000 Penalty: 11566.944336
	Iteration 34Q: 3 clusters Score -2124934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2124951.750000 Penalty: 11566.944336
	Iteration 35Q: 3 clusters Score -2124952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2124961.500000 Penalty: 11566.944336
	Iteration 36Q: 3 clusters Score -2124962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2124975.000000 Penalty: 11566.944336
	Iteration 37Q: 3 clusters Score -2124975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2124984.000000 Penalty: 11566.944336
	Iteration 38Q: 3 clusters Score -2124984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2124989.250000 Penalty: 11566.944336
	Iteration 39Q: 3 clusters Score -2124989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2125004.750000 Penalty: 11566.944336
	Iteration 40F: 3 clusters Score -2125005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2125010.500000 Penalty: 11566.944336
	Iteration 41Q: 3 clusters Score -2125010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2125014.500000 Penalty: 11566.944336
	Iteration 42Q: 3 clusters Score -2125014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2125020.000000 Penalty: 11566.944336
	Iteration 43Q: 3 clusters Score -2125020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2125026.000000 Penalty: 11566.944336
	Iteration 44Q: 3 clusters Score -2125026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2125029.500000 Penalty: 11566.944336
	Iteration 45Q: 3 clusters Score -2125030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2125026.500000 Penalty: 11566.944336
	Iteration 46Q: 3 clusters Score -2125026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2125026.500000 Penalty: 11566.944336
	Iteration 47F: 3 clusters Score -2125026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -1475803.500000 Penalty: 5543.661133
	Iteration 0F: 2 clusters Score -1475804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1466472.750000 Penalty: 11087.322266
	Iteration 0F: 3 clusters Score -1466473 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1468402.750000 Penalty: 11087.322266
	Iteration 1F: 3 clusters Score -1468403 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1468880.375000 Penalty: 11087.322266
	Iteration 2F: 3 clusters Score -1468880 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1469174.375000 Penalty: 11087.322266
	Iteration 3Q: 3 clusters Score -1469174 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1469382.500000 Penalty: 11087.322266
	Iteration 4Q: 3 clusters Score -1469382 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1469540.000000 Penalty: 11087.322266
	Iteration 5Q: 3 clusters Score -1469540 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1469667.750000 Penalty: 11087.322266
	Iteration 6Q: 3 clusters Score -1469668 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1469776.500000 Penalty: 11087.322266
	Iteration 7Q: 3 clusters Score -1469776 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1469862.500000 Penalty: 11087.322266
	Iteration 8Q: 3 clusters Score -1469862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1469940.875000 Penalty: 11087.322266
	Iteration 9Q: 3 clusters Score -1469941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1470015.625000 Penalty: 11087.322266
	Iteration 10Q: 3 clusters Score -1470016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1470097.250000 Penalty: 11087.322266
	Iteration 11Q: 3 clusters Score -1470097 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1470173.500000 Penalty: 11087.322266
	Iteration 12Q: 3 clusters Score -1470174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1470253.625000 Penalty: 11087.322266
	Iteration 13Q: 3 clusters Score -1470254 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1470333.500000 Penalty: 11087.322266
	Iteration 14Q: 3 clusters Score -1470334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1470405.500000 Penalty: 11087.322266
	Iteration 15Q: 3 clusters Score -1470406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1470471.250000 Penalty: 11087.322266
	Iteration 16Q: 3 clusters Score -1470471 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1470541.500000 Penalty: 11087.322266
	Iteration 17Q: 3 clusters Score -1470542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1470601.375000 Penalty: 11087.322266
	Iteration 18Q: 3 clusters Score -1470601 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1470665.625000 Penalty: 11087.322266
	Iteration 19Q: 3 clusters Score -1470666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1470735.625000 Penalty: 11087.322266
	Iteration 20F: 3 clusters Score -1470736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1470797.625000 Penalty: 11087.322266
	Iteration 21Q: 3 clusters Score -1470798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1470851.250000 Penalty: 11087.322266
	Iteration 22Q: 3 clusters Score -1470851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1470900.500000 Penalty: 11087.322266
	Iteration 23Q: 3 clusters Score -1470900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1470951.250000 Penalty: 11087.322266
	Iteration 24Q: 3 clusters Score -1470951 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1470993.250000 Penalty: 11087.322266
	Iteration 25Q: 3 clusters Score -1470993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1471024.000000 Penalty: 11087.322266
	Iteration 26Q: 3 clusters Score -1471024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1471054.875000 Penalty: 11087.322266
	Iteration 27Q: 3 clusters Score -1471055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1471083.000000 Penalty: 11087.322266
	Iteration 28Q: 3 clusters Score -1471083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1471108.875000 Penalty: 11087.322266
	Iteration 29Q: 3 clusters Score -1471109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1471136.250000 Penalty: 11087.322266
	Iteration 30Q: 3 clusters Score -1471136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1471174.375000 Penalty: 11087.322266
	Iteration 31Q: 3 clusters Score -1471174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1471205.375000 Penalty: 11087.322266
	Iteration 32Q: 3 clusters Score -1471205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1471238.500000 Penalty: 11087.322266
	Iteration 33Q: 3 clusters Score -1471238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1471272.750000 Penalty: 11087.322266
	Iteration 34Q: 3 clusters Score -1471273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1471298.625000 Penalty: 11087.322266
	Iteration 35Q: 3 clusters Score -1471299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1471328.000000 Penalty: 11087.322266
	Iteration 36Q: 3 clusters Score -1471328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1471353.625000 Penalty: 11087.322266
	Iteration 37Q: 3 clusters Score -1471354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1471382.500000 Penalty: 11087.322266
	Iteration 38Q: 3 clusters Score -1471382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1471412.250000 Penalty: 11087.322266
	Iteration 39Q: 3 clusters Score -1471412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1471424.000000 Penalty: 11087.322266
	Iteration 40F: 3 clusters Score -1471424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1471439.500000 Penalty: 11087.322266
	Iteration 41Q: 3 clusters Score -1471440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1471451.875000 Penalty: 11087.322266
	Iteration 42Q: 3 clusters Score -1471452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1471463.625000 Penalty: 11087.322266
	Iteration 43Q: 3 clusters Score -1471464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1471471.375000 Penalty: 11087.322266
	Iteration 44Q: 3 clusters Score -1471471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1471480.375000 Penalty: 11087.322266
	Iteration 45Q: 3 clusters Score -1471480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1471488.750000 Penalty: 11087.322266
	Iteration 46Q: 3 clusters Score -1471489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1471504.125000 Penalty: 11087.322266
	Iteration 47Q: 3 clusters Score -1471504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1471510.875000 Penalty: 11087.322266
	Iteration 48Q: 3 clusters Score -1471511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1471519.375000 Penalty: 11087.322266
	Iteration 49Q: 3 clusters Score -1471519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1471522.375000 Penalty: 11087.322266
	Iteration 50Q: 3 clusters Score -1471522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1471526.125000 Penalty: 11087.322266
	Iteration 51Q: 3 clusters Score -1471526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1471526.125000 Penalty: 11087.322266
	Iteration 52F: 3 clusters Score -1471526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -458007.937500 Penalty: 4891.942383
	Iteration 0F: 2 clusters Score -458007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -452685.718750 Penalty: 9783.884766
	Iteration 0F: 3 clusters Score -452685.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -454131.281250 Penalty: 9783.884766
	Iteration 1F: 3 clusters Score -454131.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -455514.187500 Penalty: 9783.884766
	Iteration 2F: 3 clusters Score -455514.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -457296.375000 Penalty: 9783.884766
	Iteration 3F: 3 clusters Score -457296.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -459107.187500 Penalty: 9783.884766
	Iteration 4F: 3 clusters Score -459107.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -459811.656250 Penalty: 9783.884766
	Iteration 5F: 3 clusters Score -459811.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -460063.312500 Penalty: 9783.884766
	Iteration 6Q: 3 clusters Score -460063.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -460163.812500 Penalty: 9783.884766
	Iteration 7Q: 3 clusters Score -460163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -460219.187500 Penalty: 9783.884766
	Iteration 8Q: 3 clusters Score -460219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -460264.156250 Penalty: 9783.884766
	Iteration 9Q: 3 clusters Score -460264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -460300.718750 Penalty: 9783.884766
	Iteration 10Q: 3 clusters Score -460300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -460384.593750 Penalty: 9783.884766
	Iteration 11Q: 3 clusters Score -460384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -460439.593750 Penalty: 9783.884766
	Iteration 12Q: 3 clusters Score -460439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -460487.718750 Penalty: 9783.884766
	Iteration 13Q: 3 clusters Score -460487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -460491.781250 Penalty: 9783.884766
	Iteration 14Q: 3 clusters Score -460491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -460491.843750 Penalty: 9783.884766
	Iteration 15Q: 3 clusters Score -460491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -460537.843750 Penalty: 9783.884766
	Iteration 16F: 3 clusters Score -460537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -460615.093750 Penalty: 9783.884766
	Iteration 17Q: 3 clusters Score -460615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -460651.093750 Penalty: 9783.884766
	Iteration 18Q: 3 clusters Score -460651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -460653.250000 Penalty: 9783.884766
	Iteration 19Q: 3 clusters Score -460653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -460653.250000 Penalty: 9783.884766
	Iteration 20F: 3 clusters Score -460653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480143 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82737 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 1896 members 
Entering Unmasked Estep 
Score: -226848224.000000 Penalty: 275624.093750
Splitting cluster 5 changes total score from -226850480.000000 to -226848224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (38312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Entering Unmasked Estep 
Score: -6779088.500000 Penalty: 6464.029785
	Iteration 0F: 2 clusters Score -6779088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -6751062.500000 Penalty: 12928.059570
	Iteration 0F: 3 clusters Score -6751062 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -6760109.500000 Penalty: 12928.059570
	Iteration 1F: 3 clusters Score -6760110 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -6761792.500000 Penalty: 12928.059570
	Iteration 2F: 3 clusters Score -6761792 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -6764228.000000 Penalty: 12928.059570
	Iteration 3F: 3 clusters Score -6764228 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -6767413.500000 Penalty: 12928.059570
	Iteration 4F: 3 clusters Score -6767414 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -6770687.000000 Penalty: 12928.059570
	Iteration 5F: 3 clusters Score -6770687 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -6772987.000000 Penalty: 12928.059570
	Iteration 6F: 3 clusters Score -6772987 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -6774253.500000 Penalty: 12928.059570
	Iteration 7F: 3 clusters Score -6774254 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -6774736.000000 Penalty: 12928.059570
	Iteration 8Q: 3 clusters Score -6774736 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -6775016.000000 Penalty: 12928.059570
	Iteration 9Q: 3 clusters Score -6775016 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -6775160.500000 Penalty: 12928.059570
	Iteration 10Q: 3 clusters Score -6775160 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -6775259.000000 Penalty: 12928.059570
	Iteration 11Q: 3 clusters Score -6775259 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -6775345.000000 Penalty: 12928.059570
	Iteration 12Q: 3 clusters Score -6775345 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6775421.500000 Penalty: 12928.059570
	Iteration 13Q: 3 clusters Score -6775422 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -6775502.000000 Penalty: 12928.059570
	Iteration 14Q: 3 clusters Score -6775502 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -6775522.000000 Penalty: 12928.059570
	Iteration 15Q: 3 clusters Score -6775522 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6775556.000000 Penalty: 12928.059570
	Iteration 16Q: 3 clusters Score -6775556 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -6775570.000000 Penalty: 12928.059570
	Iteration 17Q: 3 clusters Score -6775570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -6775620.500000 Penalty: 12928.059570
	Iteration 18Q: 3 clusters Score -6775620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -6775656.500000 Penalty: 12928.059570
	Iteration 19Q: 3 clusters Score -6775656 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6775682.500000 Penalty: 12928.059570
	Iteration 20F: 3 clusters Score -6775682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -6775714.500000 Penalty: 12928.059570
	Iteration 21Q: 3 clusters Score -6775714 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -6775749.000000 Penalty: 12928.059570
	Iteration 22Q: 3 clusters Score -6775749 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -6775782.500000 Penalty: 12928.059570
	Iteration 23Q: 3 clusters Score -6775782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -6775821.000000 Penalty: 12928.059570
	Iteration 24Q: 3 clusters Score -6775821 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -6775836.500000 Penalty: 12928.059570
	Iteration 25Q: 3 clusters Score -6775836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -6775870.000000 Penalty: 12928.059570
	Iteration 26Q: 3 clusters Score -6775870 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -6775937.000000 Penalty: 12928.059570
	Iteration 27Q: 3 clusters Score -6775937 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -6775942.000000 Penalty: 12928.059570
	Iteration 28Q: 3 clusters Score -6775942 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -6776002.500000 Penalty: 12928.059570
	Iteration 29Q: 3 clusters Score -6776002 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6776064.000000 Penalty: 12928.059570
	Iteration 30Q: 3 clusters Score -6776064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -6776145.000000 Penalty: 12928.059570
	Iteration 31Q: 3 clusters Score -6776145 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -6776174.000000 Penalty: 12928.059570
	Iteration 32Q: 3 clusters Score -6776174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6776212.500000 Penalty: 12928.059570
	Iteration 33Q: 3 clusters Score -6776212 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -6776272.000000 Penalty: 12928.059570
	Iteration 34Q: 3 clusters Score -6776272 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -6776315.000000 Penalty: 12928.059570
	Iteration 35Q: 3 clusters Score -6776315 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -6776384.000000 Penalty: 12928.059570
	Iteration 36Q: 3 clusters Score -6776384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -6776419.000000 Penalty: 12928.059570
	Iteration 37Q: 3 clusters Score -6776419 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -6776483.000000 Penalty: 12928.059570
	Iteration 38Q: 3 clusters Score -6776483 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -6776512.500000 Penalty: 12928.059570
	Iteration 39Q: 3 clusters Score -6776512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -6776551.000000 Penalty: 12928.059570
	Iteration 40F: 3 clusters Score -6776551 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6776622.000000 Penalty: 12928.059570
	Iteration 41Q: 3 clusters Score -6776622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6776687.500000 Penalty: 12928.059570
	Iteration 42Q: 3 clusters Score -6776688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6776738.500000 Penalty: 12928.059570
	Iteration 43Q: 3 clusters Score -6776738 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6776761.000000 Penalty: 12928.059570
	Iteration 44Q: 3 clusters Score -6776761 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -6776810.000000 Penalty: 12928.059570
	Iteration 45Q: 3 clusters Score -6776810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -6776833.500000 Penalty: 12928.059570
	Iteration 46Q: 3 clusters Score -6776834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6776869.000000 Penalty: 12928.059570
	Iteration 47Q: 3 clusters Score -6776869 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -6776907.500000 Penalty: 12928.059570
	Iteration 48Q: 3 clusters Score -6776908 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6776970.500000 Penalty: 12928.059570
	Iteration 49Q: 3 clusters Score -6776970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -6776994.000000 Penalty: 12928.059570
	Iteration 50Q: 3 clusters Score -6776994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6777006.500000 Penalty: 12928.059570
	Iteration 51Q: 3 clusters Score -6777006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -6777018.500000 Penalty: 12928.059570
	Iteration 52Q: 3 clusters Score -6777018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -6777038.000000 Penalty: 12928.059570
	Iteration 53Q: 3 clusters Score -6777038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -6777088.000000 Penalty: 12928.059570
	Iteration 54Q: 3 clusters Score -6777088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6777113.500000 Penalty: 12928.059570
	Iteration 55Q: 3 clusters Score -6777114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -6777142.000000 Penalty: 12928.059570
	Iteration 56Q: 3 clusters Score -6777142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6777178.500000 Penalty: 12928.059570
	Iteration 57Q: 3 clusters Score -6777178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -6777224.000000 Penalty: 12928.059570
	Iteration 58Q: 3 clusters Score -6777224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6777228.500000 Penalty: 12928.059570
	Iteration 59Q: 3 clusters Score -6777228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6777219.000000 Penalty: 12928.059570
	Iteration 60F: 3 clusters Score -6777219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -6777246.500000 Penalty: 12928.059570
	Iteration 61Q: 3 clusters Score -6777246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6777252.500000 Penalty: 12928.059570
	Iteration 62Q: 3 clusters Score -6777252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6777258.000000 Penalty: 12928.059570
	Iteration 63Q: 3 clusters Score -6777258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6777268.500000 Penalty: 12928.059570
	Iteration 64Q: 3 clusters Score -6777268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6777278.500000 Penalty: 12928.059570
	Iteration 65Q: 3 clusters Score -6777278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6777280.500000 Penalty: 12928.059570
	Iteration 66Q: 3 clusters Score -6777280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6777284.000000 Penalty: 12928.059570
	Iteration 67Q: 3 clusters Score -6777284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6777289.000000 Penalty: 12928.059570
	Iteration 68Q: 3 clusters Score -6777289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6777292.000000 Penalty: 12928.059570
	Iteration 69Q: 3 clusters Score -6777292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -6777294.500000 Penalty: 12928.059570
	Iteration 70Q: 3 clusters Score -6777294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6777299.500000 Penalty: 12928.059570
	Iteration 71Q: 3 clusters Score -6777300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6777291.000000 Penalty: 12928.059570
	Iteration 72Q: 3 clusters Score -6777291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6777292.000000 Penalty: 12928.059570
	Iteration 73Q: 3 clusters Score -6777292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -6777295.000000 Penalty: 12928.059570
	Iteration 74Q: 3 clusters Score -6777295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6777291.500000 Penalty: 12928.059570
	Iteration 75Q: 3 clusters Score -6777292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6777302.000000 Penalty: 12928.059570
	Iteration 76Q: 3 clusters Score -6777302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6777302.000000 Penalty: 12928.059570
	Iteration 77Q: 3 clusters Score -6777302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6777302.500000 Penalty: 12928.059570
	Iteration 78Q: 3 clusters Score -6777302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6777308.500000 Penalty: 12928.059570
	Iteration 79Q: 3 clusters Score -6777308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6777308.500000 Penalty: 12928.059570
	Iteration 80F: 3 clusters Score -6777308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -1024997.375000 Penalty: 5328.554688
	Iteration 0F: 2 clusters Score -1024997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1017296.625000 Penalty: 10657.109375
	Iteration 0F: 3 clusters Score -1017297 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1018693.500000 Penalty: 10657.109375
	Iteration 1F: 3 clusters Score -1018694 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1019055.562500 Penalty: 10657.109375
	Iteration 2F: 3 clusters Score -1019056 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1019303.312500 Penalty: 10657.109375
	Iteration 3Q: 3 clusters Score -1019303 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1019506.125000 Penalty: 10657.109375
	Iteration 4Q: 3 clusters Score -1019506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1019763.562500 Penalty: 10657.109375
	Iteration 5Q: 3 clusters Score -1019764 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1020191.437500 Penalty: 10657.109375
	Iteration 6Q: 3 clusters Score -1020191 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1020842.375000 Penalty: 10657.109375
	Iteration 7F: 3 clusters Score -1020842 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1021637.500000 Penalty: 10657.109375
	Iteration 8F: 3 clusters Score -1021638 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1022644.187500 Penalty: 10657.109375
	Iteration 9F: 3 clusters Score -1022644 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1023468.687500 Penalty: 10657.109375
	Iteration 10F: 3 clusters Score -1023469 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1023910.687500 Penalty: 10657.109375
	Iteration 11Q: 3 clusters Score -1023911 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1024097.625000 Penalty: 10657.109375
	Iteration 12Q: 3 clusters Score -1024098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1024169.875000 Penalty: 10657.109375
	Iteration 13Q: 3 clusters Score -1024170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1024208.937500 Penalty: 10657.109375
	Iteration 14Q: 3 clusters Score -1024209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1024225.062500 Penalty: 10657.109375
	Iteration 15Q: 3 clusters Score -1024225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1024230.875000 Penalty: 10657.109375
	Iteration 16Q: 3 clusters Score -1024231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1024234.000000 Penalty: 10657.109375
	Iteration 17Q: 3 clusters Score -1024234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1024233.562500 Penalty: 10657.109375
	Iteration 18Q: 3 clusters Score -1024234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1024233.562500 Penalty: 10657.109375
	Iteration 19F: 3 clusters Score -1024234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -2280837.000000 Penalty: 5786.186035
	Iteration 0F: 2 clusters Score -2280837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2268921.750000 Penalty: 11572.372070
	Iteration 0F: 3 clusters Score -2268922 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2271716.750000 Penalty: 11572.372070
	Iteration 1F: 3 clusters Score -2271717 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2272303.750000 Penalty: 11572.372070
	Iteration 2F: 3 clusters Score -2272304 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2272676.500000 Penalty: 11572.372070
	Iteration 3F: 3 clusters Score -2272676 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2272952.500000 Penalty: 11572.372070
	Iteration 4Q: 3 clusters Score -2272952 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2273180.500000 Penalty: 11572.372070
	Iteration 5Q: 3 clusters Score -2273180 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2273382.500000 Penalty: 11572.372070
	Iteration 6Q: 3 clusters Score -2273382 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2273609.000000 Penalty: 11572.372070
	Iteration 7Q: 3 clusters Score -2273609 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2273817.750000 Penalty: 11572.372070
	Iteration 8Q: 3 clusters Score -2273818 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2274022.000000 Penalty: 11572.372070
	Iteration 9Q: 3 clusters Score -2274022 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2274279.500000 Penalty: 11572.372070
	Iteration 10Q: 3 clusters Score -2274280 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2274534.000000 Penalty: 11572.372070
	Iteration 11Q: 3 clusters Score -2274534 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2274783.500000 Penalty: 11572.372070
	Iteration 12Q: 3 clusters Score -2274784 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2275042.000000 Penalty: 11572.372070
	Iteration 13Q: 3 clusters Score -2275042 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2275327.750000 Penalty: 11572.372070
	Iteration 14Q: 3 clusters Score -2275328 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2275612.500000 Penalty: 11572.372070
	Iteration 15Q: 3 clusters Score -2275612 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2275852.250000 Penalty: 11572.372070
	Iteration 16Q: 3 clusters Score -2275852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2276024.250000 Penalty: 11572.372070
	Iteration 17Q: 3 clusters Score -2276024 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2276166.750000 Penalty: 11572.372070
	Iteration 18Q: 3 clusters Score -2276167 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2276262.000000 Penalty: 11572.372070
	Iteration 19Q: 3 clusters Score -2276262 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2276337.000000 Penalty: 11572.372070
	Iteration 20F: 3 clusters Score -2276337 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2276386.750000 Penalty: 11572.372070
	Iteration 21Q: 3 clusters Score -2276387 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2276427.500000 Penalty: 11572.372070
	Iteration 22Q: 3 clusters Score -2276428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2276454.250000 Penalty: 11572.372070
	Iteration 23Q: 3 clusters Score -2276454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2276481.250000 Penalty: 11572.372070
	Iteration 24Q: 3 clusters Score -2276481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2276490.000000 Penalty: 11572.372070
	Iteration 25Q: 3 clusters Score -2276490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2276500.500000 Penalty: 11572.372070
	Iteration 26Q: 3 clusters Score -2276500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2276508.500000 Penalty: 11572.372070
	Iteration 27Q: 3 clusters Score -2276508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2276524.000000 Penalty: 11572.372070
	Iteration 28Q: 3 clusters Score -2276524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2276521.750000 Penalty: 11572.372070
	Iteration 29Q: 3 clusters Score -2276522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2276528.500000 Penalty: 11572.372070
	Iteration 30Q: 3 clusters Score -2276528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2276540.500000 Penalty: 11572.372070
	Iteration 31Q: 3 clusters Score -2276540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2276539.000000 Penalty: 11572.372070
	Iteration 32Q: 3 clusters Score -2276539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2276538.750000 Penalty: 11572.372070
	Iteration 33Q: 3 clusters Score -2276539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2276540.750000 Penalty: 11572.372070
	Iteration 34Q: 3 clusters Score -2276541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2276536.500000 Penalty: 11572.372070
	Iteration 35Q: 3 clusters Score -2276536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2276538.750000 Penalty: 11572.372070
	Iteration 36Q: 3 clusters Score -2276539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2276538.750000 Penalty: 11572.372070
	Iteration 37F: 3 clusters Score -2276539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Entering Unmasked Estep 
Score: -13618133.000000 Penalty: 6886.468750
	Iteration 0F: 2 clusters Score -1.361813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -13565160.000000 Penalty: 13772.937500
	Iteration 0F: 3 clusters Score -1.356516e+07 nChanged 34628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -13583732.000000 Penalty: 13772.937500
	Iteration 1F: 3 clusters Score -1.358373e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -13584586.000000 Penalty: 13772.937500
	Iteration 2Q: 3 clusters Score -1.358459e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -13585331.000000 Penalty: 13772.937500
	Iteration 3Q: 3 clusters Score -1.358533e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -13586034.000000 Penalty: 13772.937500
	Iteration 4Q: 3 clusters Score -1.358603e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -13586584.000000 Penalty: 13772.937500
	Iteration 5Q: 3 clusters Score -1.358658e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -13587120.000000 Penalty: 13772.937500
	Iteration 6Q: 3 clusters Score -1.358712e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -13587797.000000 Penalty: 13772.937500
	Iteration 7Q: 3 clusters Score -1.35878e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -13588622.000000 Penalty: 13772.937500
	Iteration 8Q: 3 clusters Score -1.358862e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -13589698.000000 Penalty: 13772.937500
	Iteration 9Q: 3 clusters Score -1.35897e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -13591061.000000 Penalty: 13772.937500
	Iteration 10Q: 3 clusters Score -1.359106e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -13592928.000000 Penalty: 13772.937500
	Iteration 11Q: 3 clusters Score -1.359293e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -13595361.000000 Penalty: 13772.937500
	Iteration 12Q: 3 clusters Score -1.359536e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -13598400.000000 Penalty: 13772.937500
	Iteration 13F: 3 clusters Score -1.35984e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -13601609.000000 Penalty: 13772.937500
	Iteration 14F: 3 clusters Score -1.360161e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -13604541.000000 Penalty: 13772.937500
	Iteration 15Q: 3 clusters Score -1.360454e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -13606936.000000 Penalty: 13772.937500
	Iteration 16Q: 3 clusters Score -1.360694e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -13608715.000000 Penalty: 13772.937500
	Iteration 17Q: 3 clusters Score -1.360872e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -13609860.000000 Penalty: 13772.937500
	Iteration 18Q: 3 clusters Score -1.360986e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -13610638.000000 Penalty: 13772.937500
	Iteration 19Q: 3 clusters Score -1.361064e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -13611215.000000 Penalty: 13772.937500
	Iteration 20F: 3 clusters Score -1.361122e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -13611551.000000 Penalty: 13772.937500
	Iteration 21Q: 3 clusters Score -1.361155e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -13611767.000000 Penalty: 13772.937500
	Iteration 22Q: 3 clusters Score -1.361177e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -13611957.000000 Penalty: 13772.937500
	Iteration 23Q: 3 clusters Score -1.361196e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -13612125.000000 Penalty: 13772.937500
	Iteration 24Q: 3 clusters Score -1.361212e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -13612222.000000 Penalty: 13772.937500
	Iteration 25Q: 3 clusters Score -1.361222e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -13612286.000000 Penalty: 13772.937500
	Iteration 26Q: 3 clusters Score -1.361229e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -13612354.000000 Penalty: 13772.937500
	Iteration 27Q: 3 clusters Score -1.361235e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -13612383.000000 Penalty: 13772.937500
	Iteration 28Q: 3 clusters Score -1.361238e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -13612454.000000 Penalty: 13772.937500
	Iteration 29Q: 3 clusters Score -1.361245e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -13612493.000000 Penalty: 13772.937500
	Iteration 30Q: 3 clusters Score -1.361249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -13612518.000000 Penalty: 13772.937500
	Iteration 31Q: 3 clusters Score -1.361252e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -13612538.000000 Penalty: 13772.937500
	Iteration 32Q: 3 clusters Score -1.361254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -13612554.000000 Penalty: 13772.937500
	Iteration 33Q: 3 clusters Score -1.361255e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -13612568.000000 Penalty: 13772.937500
	Iteration 34Q: 3 clusters Score -1.361257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -13612575.000000 Penalty: 13772.937500
	Iteration 35Q: 3 clusters Score -1.361258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -13612579.000000 Penalty: 13772.937500
	Iteration 36Q: 3 clusters Score -1.361258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -13612606.000000 Penalty: 13772.937500
	Iteration 37Q: 3 clusters Score -1.361261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -13612596.000000 Penalty: 13772.937500
	Iteration 38Q: 3 clusters Score -1.36126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -13612619.000000 Penalty: 13772.937500
	Iteration 39Q: 3 clusters Score -1.361262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -13612612.000000 Penalty: 13772.937500
	Iteration 40F: 3 clusters Score -1.361261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -13612601.000000 Penalty: 13772.937500
	Iteration 41Q: 3 clusters Score -1.36126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -13612613.000000 Penalty: 13772.937500
	Iteration 42Q: 3 clusters Score -1.361261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -13612611.000000 Penalty: 13772.937500
	Iteration 43Q: 3 clusters Score -1.361261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -13612622.000000 Penalty: 13772.937500
	Iteration 44Q: 3 clusters Score -1.361262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -13612631.000000 Penalty: 13772.937500
	Iteration 45Q: 3 clusters Score -1.361263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -13612621.000000 Penalty: 13772.937500
	Iteration 46Q: 3 clusters Score -1.361262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -13612643.000000 Penalty: 13772.937500
	Iteration 47Q: 3 clusters Score -1.361264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -13612642.000000 Penalty: 13772.937500
	Iteration 48Q: 3 clusters Score -1.361264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -13612635.000000 Penalty: 13772.937500
	Iteration 49Q: 3 clusters Score -1.361264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -13612644.000000 Penalty: 13772.937500
	Iteration 50Q: 3 clusters Score -1.361264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -13612648.000000 Penalty: 13772.937500
	Iteration 51Q: 3 clusters Score -1.361265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -13612650.000000 Penalty: 13772.937500
	Iteration 52Q: 3 clusters Score -1.361265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -13612646.000000 Penalty: 13772.937500
	Iteration 53Q: 3 clusters Score -1.361265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -13612648.000000 Penalty: 13772.937500
	Iteration 54Q: 3 clusters Score -1.361265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -13612662.000000 Penalty: 13772.937500
	Iteration 55Q: 3 clusters Score -1.361266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -13612660.000000 Penalty: 13772.937500
	Iteration 56Q: 3 clusters Score -1.361266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -13612675.000000 Penalty: 13772.937500
	Iteration 57Q: 3 clusters Score -1.361268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -13612669.000000 Penalty: 13772.937500
	Iteration 58Q: 3 clusters Score -1.361267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -13612662.000000 Penalty: 13772.937500
	Iteration 59Q: 3 clusters Score -1.361266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -13612666.000000 Penalty: 13772.937500
	Iteration 60F: 3 clusters Score -1.361267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -13612674.000000 Penalty: 13772.937500
	Iteration 61Q: 3 clusters Score -1.361267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -13612684.000000 Penalty: 13772.937500
	Iteration 62Q: 3 clusters Score -1.361268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -13612684.000000 Penalty: 13772.937500
	Iteration 63F: 3 clusters Score -1.361268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Entering Unmasked Estep 
Score: -1761551.375000 Penalty: 5649.788574
	Iteration 0F: 2 clusters Score -1761551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1751197.875000 Penalty: 11299.577148
	Iteration 0F: 3 clusters Score -1751198 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1753526.125000 Penalty: 11299.577148
	Iteration 1F: 3 clusters Score -1753526 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1754194.625000 Penalty: 11299.577148
	Iteration 2F: 3 clusters Score -1754195 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1754686.250000 Penalty: 11299.577148
	Iteration 3F: 3 clusters Score -1754686 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1755067.500000 Penalty: 11299.577148
	Iteration 4F: 3 clusters Score -1755068 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1755420.000000 Penalty: 11299.577148
	Iteration 5Q: 3 clusters Score -1755420 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1755797.875000 Penalty: 11299.577148
	Iteration 6Q: 3 clusters Score -1755798 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1756170.750000 Penalty: 11299.577148
	Iteration 7Q: 3 clusters Score -1756171 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1756498.750000 Penalty: 11299.577148
	Iteration 8Q: 3 clusters Score -1756499 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1756783.000000 Penalty: 11299.577148
	Iteration 9Q: 3 clusters Score -1756783 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1757008.000000 Penalty: 11299.577148
	Iteration 10Q: 3 clusters Score -1757008 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1757187.375000 Penalty: 11299.577148
	Iteration 11Q: 3 clusters Score -1757187 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1757325.375000 Penalty: 11299.577148
	Iteration 12Q: 3 clusters Score -1757325 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1757457.125000 Penalty: 11299.577148
	Iteration 13Q: 3 clusters Score -1757457 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1757568.250000 Penalty: 11299.577148
	Iteration 14Q: 3 clusters Score -1757568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1757640.875000 Penalty: 11299.577148
	Iteration 15Q: 3 clusters Score -1757641 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1757685.500000 Penalty: 11299.577148
	Iteration 16Q: 3 clusters Score -1757686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1757721.250000 Penalty: 11299.577148
	Iteration 17Q: 3 clusters Score -1757721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1757752.125000 Penalty: 11299.577148
	Iteration 18Q: 3 clusters Score -1757752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1757783.500000 Penalty: 11299.577148
	Iteration 19Q: 3 clusters Score -1757784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1757801.875000 Penalty: 11299.577148
	Iteration 20F: 3 clusters Score -1757802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1757817.500000 Penalty: 11299.577148
	Iteration 21Q: 3 clusters Score -1757818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1757826.375000 Penalty: 11299.577148
	Iteration 22Q: 3 clusters Score -1757826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1757839.375000 Penalty: 11299.577148
	Iteration 23Q: 3 clusters Score -1757839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1757845.875000 Penalty: 11299.577148
	Iteration 24Q: 3 clusters Score -1757846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1757854.750000 Penalty: 11299.577148
	Iteration 25Q: 3 clusters Score -1757855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1757859.375000 Penalty: 11299.577148
	Iteration 26Q: 3 clusters Score -1757859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1757860.000000 Penalty: 11299.577148
	Iteration 27Q: 3 clusters Score -1757860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1757870.250000 Penalty: 11299.577148
	Iteration 28Q: 3 clusters Score -1757870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1757872.000000 Penalty: 11299.577148
	Iteration 29Q: 3 clusters Score -1757872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1757872.125000 Penalty: 11299.577148
	Iteration 30Q: 3 clusters Score -1757872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1757882.750000 Penalty: 11299.577148
	Iteration 31Q: 3 clusters Score -1757883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1757887.500000 Penalty: 11299.577148
	Iteration 32Q: 3 clusters Score -1757888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1757893.625000 Penalty: 11299.577148
	Iteration 33Q: 3 clusters Score -1757894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1757893.500000 Penalty: 11299.577148
	Iteration 34Q: 3 clusters Score -1757894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1757901.000000 Penalty: 11299.577148
	Iteration 35Q: 3 clusters Score -1757901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1757907.375000 Penalty: 11299.577148
	Iteration 36Q: 3 clusters Score -1757907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1757909.250000 Penalty: 11299.577148
	Iteration 37Q: 3 clusters Score -1757909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1757914.625000 Penalty: 11299.577148
	Iteration 38Q: 3 clusters Score -1757915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1757911.875000 Penalty: 11299.577148
	Iteration 39Q: 3 clusters Score -1757912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1757915.500000 Penalty: 11299.577148
	Iteration 40F: 3 clusters Score -1757916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1757922.000000 Penalty: 11299.577148
	Iteration 41Q: 3 clusters Score -1757922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1757925.750000 Penalty: 11299.577148
	Iteration 42Q: 3 clusters Score -1757926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1757926.375000 Penalty: 11299.577148
	Iteration 43Q: 3 clusters Score -1757926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1757927.750000 Penalty: 11299.577148
	Iteration 44Q: 3 clusters Score -1757928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1757927.750000 Penalty: 11299.577148
	Iteration 45Q: 3 clusters Score -1757928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1757929.500000 Penalty: 11299.577148
	Iteration 46Q: 3 clusters Score -1757930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1757927.750000 Penalty: 11299.577148
	Iteration 47Q: 3 clusters Score -1757928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1757927.750000 Penalty: 11299.577148
	Iteration 48F: 3 clusters Score -1757928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -361767.656250 Penalty: 4709.459473
	Iteration 0F: 2 clusters Score -361767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -356838.218750 Penalty: 9418.918945
	Iteration 0F: 3 clusters Score -356838.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -357712.312500 Penalty: 9418.918945
	Iteration 1F: 3 clusters Score -357712.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -358154.906250 Penalty: 9418.918945
	Iteration 2F: 3 clusters Score -358154.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -358690.500000 Penalty: 9418.918945
	Iteration 3F: 3 clusters Score -358690.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -359464.343750 Penalty: 9418.918945
	Iteration 4F: 3 clusters Score -359464.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -360009.812500 Penalty: 9418.918945
	Iteration 5F: 3 clusters Score -360009.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -360346.281250 Penalty: 9418.918945
	Iteration 6F: 3 clusters Score -360346.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -360477.875000 Penalty: 9418.918945
	Iteration 7Q: 3 clusters Score -360477.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -360542.593750 Penalty: 9418.918945
	Iteration 8Q: 3 clusters Score -360542.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -360582.500000 Penalty: 9418.918945
	Iteration 9Q: 3 clusters Score -360582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -360600.375000 Penalty: 9418.918945
	Iteration 10Q: 3 clusters Score -360600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360607.593750 Penalty: 9418.918945
	Iteration 11Q: 3 clusters Score -360607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -360614.062500 Penalty: 9418.918945
	Iteration 12Q: 3 clusters Score -360614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -360615.500000 Penalty: 9418.918945
	Iteration 13Q: 3 clusters Score -360615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -360615.500000 Penalty: 9418.918945
	Iteration 14F: 3 clusters Score -360615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Entering Unmasked Estep 
Score: -6508335.000000 Penalty: 6430.633789
	Iteration 0F: 2 clusters Score -6508335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -6481486.000000 Penalty: 12861.267578
	Iteration 0F: 3 clusters Score -6481486 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -6489834.500000 Penalty: 12861.267578
	Iteration 1F: 3 clusters Score -6489834 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -6490914.500000 Penalty: 12861.267578
	Iteration 2F: 3 clusters Score -6490914 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -6491925.500000 Penalty: 12861.267578
	Iteration 3F: 3 clusters Score -6491926 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -6492975.500000 Penalty: 12861.267578
	Iteration 4F: 3 clusters Score -6492976 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -6494093.000000 Penalty: 12861.267578
	Iteration 5Q: 3 clusters Score -6494093 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6495198.000000 Penalty: 12861.267578
	Iteration 6Q: 3 clusters Score -6495198 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -6496236.000000 Penalty: 12861.267578
	Iteration 7Q: 3 clusters Score -6496236 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6497133.000000 Penalty: 12861.267578
	Iteration 8Q: 3 clusters Score -6497133 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -6497878.000000 Penalty: 12861.267578
	Iteration 9Q: 3 clusters Score -6497878 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -6498610.000000 Penalty: 12861.267578
	Iteration 10Q: 3 clusters Score -6498610 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -6499198.000000 Penalty: 12861.267578
	Iteration 11Q: 3 clusters Score -6499198 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -6499560.000000 Penalty: 12861.267578
	Iteration 12Q: 3 clusters Score -6499560 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -6499814.000000 Penalty: 12861.267578
	Iteration 13Q: 3 clusters Score -6499814 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -6499960.500000 Penalty: 12861.267578
	Iteration 14Q: 3 clusters Score -6499960 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -6500080.000000 Penalty: 12861.267578
	Iteration 15Q: 3 clusters Score -6500080 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6500157.000000 Penalty: 12861.267578
	Iteration 16Q: 3 clusters Score -6500157 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -6500241.500000 Penalty: 12861.267578
	Iteration 17Q: 3 clusters Score -6500242 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -6500253.000000 Penalty: 12861.267578
	Iteration 18Q: 3 clusters Score -6500253 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -6500282.000000 Penalty: 12861.267578
	Iteration 19Q: 3 clusters Score -6500282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -6500318.500000 Penalty: 12861.267578
	Iteration 20F: 3 clusters Score -6500318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -6500342.000000 Penalty: 12861.267578
	Iteration 21Q: 3 clusters Score -6500342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6500338.500000 Penalty: 12861.267578
	Iteration 22Q: 3 clusters Score -6500338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -6500348.500000 Penalty: 12861.267578
	Iteration 23Q: 3 clusters Score -6500348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -6500354.000000 Penalty: 12861.267578
	Iteration 24Q: 3 clusters Score -6500354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -6500356.500000 Penalty: 12861.267578
	Iteration 25Q: 3 clusters Score -6500356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -6500364.000000 Penalty: 12861.267578
	Iteration 26Q: 3 clusters Score -6500364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6500359.500000 Penalty: 12861.267578
	Iteration 27Q: 3 clusters Score -6500360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -6500357.000000 Penalty: 12861.267578
	Iteration 28Q: 3 clusters Score -6500357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -6500366.000000 Penalty: 12861.267578
	Iteration 29Q: 3 clusters Score -6500366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -6500387.500000 Penalty: 12861.267578
	Iteration 30Q: 3 clusters Score -6500388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6500380.500000 Penalty: 12861.267578
	Iteration 31Q: 3 clusters Score -6500380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6500382.000000 Penalty: 12861.267578
	Iteration 32Q: 3 clusters Score -6500382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -6500383.500000 Penalty: 12861.267578
	Iteration 33Q: 3 clusters Score -6500384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -6500388.000000 Penalty: 12861.267578
	Iteration 34Q: 3 clusters Score -6500388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -6500400.000000 Penalty: 12861.267578
	Iteration 35Q: 3 clusters Score -6500400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -6500399.000000 Penalty: 12861.267578
	Iteration 36Q: 3 clusters Score -6500399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -6500418.500000 Penalty: 12861.267578
	Iteration 37Q: 3 clusters Score -6500418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -6500407.500000 Penalty: 12861.267578
	Iteration 38Q: 3 clusters Score -6500408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -6500416.500000 Penalty: 12861.267578
	Iteration 39Q: 3 clusters Score -6500416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -6500419.000000 Penalty: 12861.267578
	Iteration 40F: 3 clusters Score -6500419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -6500421.000000 Penalty: 12861.267578
	Iteration 41Q: 3 clusters Score -6500421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -6500413.000000 Penalty: 12861.267578
	Iteration 42Q: 3 clusters Score -6500413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -6500416.000000 Penalty: 12861.267578
	Iteration 43Q: 3 clusters Score -6500416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -6500437.000000 Penalty: 12861.267578
	Iteration 44Q: 3 clusters Score -6500437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -6500448.000000 Penalty: 12861.267578
	Iteration 45Q: 3 clusters Score -6500448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -6500464.000000 Penalty: 12861.267578
	Iteration 46Q: 3 clusters Score -6500464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -6500451.500000 Penalty: 12861.267578
	Iteration 47Q: 3 clusters Score -6500452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -6500461.500000 Penalty: 12861.267578
	Iteration 48Q: 3 clusters Score -6500462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -6500462.500000 Penalty: 12861.267578
	Iteration 49Q: 3 clusters Score -6500462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -6500465.500000 Penalty: 12861.267578
	Iteration 50Q: 3 clusters Score -6500466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6500478.500000 Penalty: 12861.267578
	Iteration 51Q: 3 clusters Score -6500478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -6500505.500000 Penalty: 12861.267578
	Iteration 52Q: 3 clusters Score -6500506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -6500516.000000 Penalty: 12861.267578
	Iteration 53Q: 3 clusters Score -6500516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -6500518.000000 Penalty: 12861.267578
	Iteration 54Q: 3 clusters Score -6500518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -6500552.500000 Penalty: 12861.267578
	Iteration 55Q: 3 clusters Score -6500552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -6500581.000000 Penalty: 12861.267578
	Iteration 56Q: 3 clusters Score -6500581 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -6500622.500000 Penalty: 12861.267578
	Iteration 57Q: 3 clusters Score -6500622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -6500623.000000 Penalty: 12861.267578
	Iteration 58Q: 3 clusters Score -6500623 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6500673.000000 Penalty: 12861.267578
	Iteration 59Q: 3 clusters Score -6500673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -6500722.000000 Penalty: 12861.267578
	Iteration 60F: 3 clusters Score -6500722 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6500781.000000 Penalty: 12861.267578
	Iteration 61Q: 3 clusters Score -6500781 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6500858.500000 Penalty: 12861.267578
	Iteration 62Q: 3 clusters Score -6500858 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -6500945.000000 Penalty: 12861.267578
	Iteration 63Q: 3 clusters Score -6500945 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -6501067.500000 Penalty: 12861.267578
	Iteration 64Q: 3 clusters Score -6501068 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6501199.500000 Penalty: 12861.267578
	Iteration 65Q: 3 clusters Score -6501200 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6501356.000000 Penalty: 12861.267578
	Iteration 66Q: 3 clusters Score -6501356 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -6501585.000000 Penalty: 12861.267578
	Iteration 67Q: 3 clusters Score -6501585 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -6501815.500000 Penalty: 12861.267578
	Iteration 68Q: 3 clusters Score -6501816 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6502148.000000 Penalty: 12861.267578
	Iteration 69Q: 3 clusters Score -6502148 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -6502547.000000 Penalty: 12861.267578
	Iteration 70Q: 3 clusters Score -6502547 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -6502969.000000 Penalty: 12861.267578
	Iteration 71Q: 3 clusters Score -6502969 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -6503224.500000 Penalty: 12861.267578
	Iteration 72Q: 3 clusters Score -6503224 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -6503449.500000 Penalty: 12861.267578
	Iteration 73Q: 3 clusters Score -6503450 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -6503575.500000 Penalty: 12861.267578
	Iteration 74Q: 3 clusters Score -6503576 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -6503696.500000 Penalty: 12861.267578
	Iteration 75Q: 3 clusters Score -6503696 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -6503761.500000 Penalty: 12861.267578
	Iteration 76Q: 3 clusters Score -6503762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -6503804.500000 Penalty: 12861.267578
	Iteration 77Q: 3 clusters Score -6503804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -6503829.500000 Penalty: 12861.267578
	Iteration 78Q: 3 clusters Score -6503830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6503841.500000 Penalty: 12861.267578
	Iteration 79Q: 3 clusters Score -6503842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -6503846.000000 Penalty: 12861.267578
	Iteration 80F: 3 clusters Score -6503846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -6503867.000000 Penalty: 12861.267578
	Iteration 81Q: 3 clusters Score -6503867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -6503865.000000 Penalty: 12861.267578
	Iteration 82Q: 3 clusters Score -6503865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -6503871.500000 Penalty: 12861.267578
	Iteration 83Q: 3 clusters Score -6503872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -6503865.000000 Penalty: 12861.267578
	Iteration 84Q: 3 clusters Score -6503865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -6503882.000000 Penalty: 12861.267578
	Iteration 85Q: 3 clusters Score -6503882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -6503884.500000 Penalty: 12861.267578
	Iteration 86Q: 3 clusters Score -6503884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6503885.000000 Penalty: 12861.267578
	Iteration 87Q: 3 clusters Score -6503885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6503880.500000 Penalty: 12861.267578
	Iteration 88Q: 3 clusters Score -6503880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -6503868.000000 Penalty: 12861.267578
	Iteration 89Q: 3 clusters Score -6503868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -6503878.500000 Penalty: 12861.267578
	Iteration 90Q: 3 clusters Score -6503878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -6503876.000000 Penalty: 12861.267578
	Iteration 91Q: 3 clusters Score -6503876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -6503879.000000 Penalty: 12861.267578
	Iteration 92Q: 3 clusters Score -6503879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -6503880.500000 Penalty: 12861.267578
	Iteration 93Q: 3 clusters Score -6503880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -6503878.000000 Penalty: 12861.267578
	Iteration 94Q: 3 clusters Score -6503878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -6503877.500000 Penalty: 12861.267578
	Iteration 95Q: 3 clusters Score -6503878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -6503877.500000 Penalty: 12861.267578
	Iteration 96F: 3 clusters Score -6503878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Entering Unmasked Estep 
Score: -11756517.000000 Penalty: 6786.916504
	Iteration 0F: 2 clusters Score -1.175652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -11711178.000000 Penalty: 13573.833008
	Iteration 0F: 3 clusters Score -1.171118e+07 nChanged 28925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -11726567.000000 Penalty: 13573.833008
	Iteration 1F: 3 clusters Score -1.172657e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -11727510.000000 Penalty: 13573.833008
	Iteration 2Q: 3 clusters Score -1.172751e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -11728306.000000 Penalty: 13573.833008
	Iteration 3Q: 3 clusters Score -1.172831e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -11729005.000000 Penalty: 13573.833008
	Iteration 4Q: 3 clusters Score -1.1729e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -11729599.000000 Penalty: 13573.833008
	Iteration 5Q: 3 clusters Score -1.17296e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -11730060.000000 Penalty: 13573.833008
	Iteration 6Q: 3 clusters Score -1.173006e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -11730398.000000 Penalty: 13573.833008
	Iteration 7Q: 3 clusters Score -1.17304e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -11730797.000000 Penalty: 13573.833008
	Iteration 8Q: 3 clusters Score -1.17308e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -11731261.000000 Penalty: 13573.833008
	Iteration 9Q: 3 clusters Score -1.173126e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -11731713.000000 Penalty: 13573.833008
	Iteration 10Q: 3 clusters Score -1.173171e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -11732175.000000 Penalty: 13573.833008
	Iteration 11Q: 3 clusters Score -1.173218e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -11732720.000000 Penalty: 13573.833008
	Iteration 12Q: 3 clusters Score -1.173272e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -11733303.000000 Penalty: 13573.833008
	Iteration 13Q: 3 clusters Score -1.17333e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -11733907.000000 Penalty: 13573.833008
	Iteration 14Q: 3 clusters Score -1.173391e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -11734859.000000 Penalty: 13573.833008
	Iteration 15Q: 3 clusters Score -1.173486e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -11735937.000000 Penalty: 13573.833008
	Iteration 16Q: 3 clusters Score -1.173594e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -11737340.000000 Penalty: 13573.833008
	Iteration 17Q: 3 clusters Score -1.173734e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -11739159.000000 Penalty: 13573.833008
	Iteration 18Q: 3 clusters Score -1.173916e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -11741148.000000 Penalty: 13573.833008
	Iteration 19Q: 3 clusters Score -1.174115e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -11743171.000000 Penalty: 13573.833008
	Iteration 20F: 3 clusters Score -1.174317e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -11745068.000000 Penalty: 13573.833008
	Iteration 21Q: 3 clusters Score -1.174507e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -11746668.000000 Penalty: 13573.833008
	Iteration 22Q: 3 clusters Score -1.174667e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -11747811.000000 Penalty: 13573.833008
	Iteration 23Q: 3 clusters Score -1.174781e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -11748625.000000 Penalty: 13573.833008
	Iteration 24Q: 3 clusters Score -1.174862e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -11749189.000000 Penalty: 13573.833008
	Iteration 25Q: 3 clusters Score -1.174919e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -11749537.000000 Penalty: 13573.833008
	Iteration 26Q: 3 clusters Score -1.174954e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -11749830.000000 Penalty: 13573.833008
	Iteration 27Q: 3 clusters Score -1.174983e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -11750054.000000 Penalty: 13573.833008
	Iteration 28Q: 3 clusters Score -1.175005e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -11750209.000000 Penalty: 13573.833008
	Iteration 29Q: 3 clusters Score -1.175021e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -11750301.000000 Penalty: 13573.833008
	Iteration 30Q: 3 clusters Score -1.17503e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -11750377.000000 Penalty: 13573.833008
	Iteration 31Q: 3 clusters Score -1.175038e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -11750455.000000 Penalty: 13573.833008
	Iteration 32Q: 3 clusters Score -1.175046e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -11750502.000000 Penalty: 13573.833008
	Iteration 33Q: 3 clusters Score -1.17505e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -11750535.000000 Penalty: 13573.833008
	Iteration 34Q: 3 clusters Score -1.175054e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -11750566.000000 Penalty: 13573.833008
	Iteration 35Q: 3 clusters Score -1.175057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -11750588.000000 Penalty: 13573.833008
	Iteration 36Q: 3 clusters Score -1.175059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -11750569.000000 Penalty: 13573.833008
	Iteration 37Q: 3 clusters Score -1.175057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -11750574.000000 Penalty: 13573.833008
	Iteration 38Q: 3 clusters Score -1.175057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -11750583.000000 Penalty: 13573.833008
	Iteration 39Q: 3 clusters Score -1.175058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -11750585.000000 Penalty: 13573.833008
	Iteration 40F: 3 clusters Score -1.175058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -11750590.000000 Penalty: 13573.833008
	Iteration 41Q: 3 clusters Score -1.175059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -11750619.000000 Penalty: 13573.833008
	Iteration 42Q: 3 clusters Score -1.175062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -11750630.000000 Penalty: 13573.833008
	Iteration 43Q: 3 clusters Score -1.175063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -11750630.000000 Penalty: 13573.833008
	Iteration 44Q: 3 clusters Score -1.175063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -11750625.000000 Penalty: 13573.833008
	Iteration 45Q: 3 clusters Score -1.175062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -11750621.000000 Penalty: 13573.833008
	Iteration 46Q: 3 clusters Score -1.175062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -11750632.000000 Penalty: 13573.833008
	Iteration 47Q: 3 clusters Score -1.175063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -11750636.000000 Penalty: 13573.833008
	Iteration 48Q: 3 clusters Score -1.175064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -11750644.000000 Penalty: 13573.833008
	Iteration 49Q: 3 clusters Score -1.175064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -11750647.000000 Penalty: 13573.833008
	Iteration 50Q: 3 clusters Score -1.175065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -11750640.000000 Penalty: 13573.833008
	Iteration 51Q: 3 clusters Score -1.175064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -11750638.000000 Penalty: 13573.833008
	Iteration 52Q: 3 clusters Score -1.175064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -11750638.000000 Penalty: 13573.833008
	Iteration 53F: 3 clusters Score -1.175064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175518 members 
Entering Unmasked Estep 
Score: -31690300.000000 Penalty: 7396.241699
	Iteration 0F: 2 clusters Score -3.16903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -31572456.000000 Penalty: 14792.483398
	Iteration 0F: 3 clusters Score -3.157246e+07 nChanged 81877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -31618312.000000 Penalty: 14792.483398
	Iteration 1F: 3 clusters Score -3.161831e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -31619994.000000 Penalty: 14792.483398
	Iteration 2Q: 3 clusters Score -3.161999e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -31621510.000000 Penalty: 14792.483398
	Iteration 3Q: 3 clusters Score -3.162151e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -31623918.000000 Penalty: 14792.483398
	Iteration 4Q: 3 clusters Score -3.162392e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -31627286.000000 Penalty: 14792.483398
	Iteration 5Q: 3 clusters Score -3.162729e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -31632126.000000 Penalty: 14792.483398
	Iteration 6Q: 3 clusters Score -3.163213e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -31638198.000000 Penalty: 14792.483398
	Iteration 7F: 3 clusters Score -3.16382e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 119608 members 
Entering Unmasked Estep 
Score: -31645726.000000 Penalty: 14792.483398
	Iteration 8F: 3 clusters Score -3.164573e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -31653120.000000 Penalty: 14792.483398
	Iteration 9F: 3 clusters Score -3.165312e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 137550 members 
Entering Unmasked Estep 
Score: -31659766.000000 Penalty: 14792.483398
	Iteration 10F: 3 clusters Score -3.165977e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 146435 members 
Entering Unmasked Estep 
Score: -31666012.000000 Penalty: 14792.483398
	Iteration 11F: 3 clusters Score -3.166601e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -31671380.000000 Penalty: 14792.483398
	Iteration 12Q: 3 clusters Score -3.167138e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 160693 members 
Entering Unmasked Estep 
Score: -31675772.000000 Penalty: 14792.483398
	Iteration 13Q: 3 clusters Score -3.167577e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -31678836.000000 Penalty: 14792.483398
	Iteration 14Q: 3 clusters Score -3.167884e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 168353 members 
Entering Unmasked Estep 
Score: -31680726.000000 Penalty: 14792.483398
	Iteration 15Q: 3 clusters Score -3.168073e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -31681878.000000 Penalty: 14792.483398
	Iteration 16Q: 3 clusters Score -3.168188e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -31682630.000000 Penalty: 14792.483398
	Iteration 17Q: 3 clusters Score -3.168263e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 172093 members 
Entering Unmasked Estep 
Score: -31683084.000000 Penalty: 14792.483398
	Iteration 18Q: 3 clusters Score -3.168308e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -31683326.000000 Penalty: 14792.483398
	Iteration 19Q: 3 clusters Score -3.168333e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 172792 members 
Entering Unmasked Estep 
Score: -31683630.000000 Penalty: 14792.483398
	Iteration 20F: 3 clusters Score -3.168363e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -31683770.000000 Penalty: 14792.483398
	Iteration 21Q: 3 clusters Score -3.168377e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -31683934.000000 Penalty: 14792.483398
	Iteration 22Q: 3 clusters Score -3.168393e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 173254 members 
Entering Unmasked Estep 
Score: -31683990.000000 Penalty: 14792.483398
	Iteration 23Q: 3 clusters Score -3.168399e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -31684080.000000 Penalty: 14792.483398
	Iteration 24Q: 3 clusters Score -3.168408e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 173410 members 
Entering Unmasked Estep 
Score: -31684136.000000 Penalty: 14792.483398
	Iteration 25Q: 3 clusters Score -3.168414e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 173478 members 
Entering Unmasked Estep 
Score: -31684228.000000 Penalty: 14792.483398
	Iteration 26Q: 3 clusters Score -3.168423e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -31684236.000000 Penalty: 14792.483398
	Iteration 27Q: 3 clusters Score -3.168424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -31684270.000000 Penalty: 14792.483398
	Iteration 28Q: 3 clusters Score -3.168427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 173567 members 
Entering Unmasked Estep 
Score: -31684292.000000 Penalty: 14792.483398
	Iteration 29Q: 3 clusters Score -3.168429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -31684316.000000 Penalty: 14792.483398
	Iteration 30Q: 3 clusters Score -3.168432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -31684292.000000 Penalty: 14792.483398
	Iteration 31Q: 3 clusters Score -3.168429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -31684326.000000 Penalty: 14792.483398
	Iteration 32Q: 3 clusters Score -3.168433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -31684332.000000 Penalty: 14792.483398
	Iteration 33Q: 3 clusters Score -3.168433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -31684342.000000 Penalty: 14792.483398
	Iteration 34Q: 3 clusters Score -3.168434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 173626 members 
Entering Unmasked Estep 
Score: -31684336.000000 Penalty: 14792.483398
	Iteration 35Q: 3 clusters Score -3.168434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -31684338.000000 Penalty: 14792.483398
	Iteration 36Q: 3 clusters Score -3.168434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 173645 members 
Entering Unmasked Estep 
Score: -31684354.000000 Penalty: 14792.483398
	Iteration 37Q: 3 clusters Score -3.168435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -31684358.000000 Penalty: 14792.483398
	Iteration 38Q: 3 clusters Score -3.168436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 173658 members 
Entering Unmasked Estep 
Score: -31684330.000000 Penalty: 14792.483398
	Iteration 39Q: 3 clusters Score -3.168433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -31684338.000000 Penalty: 14792.483398
	Iteration 40F: 3 clusters Score -3.168434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 173666 members 
Entering Unmasked Estep 
Score: -31684322.000000 Penalty: 14792.483398
	Iteration 41Q: 3 clusters Score -3.168432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 173669 members 
Entering Unmasked Estep 
Score: -31684340.000000 Penalty: 14792.483398
	Iteration 42Q: 3 clusters Score -3.168434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 173669 members 
Entering Unmasked Estep 
Score: -31684330.000000 Penalty: 14792.483398
	Iteration 43Q: 3 clusters Score -3.168433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 173671 members 
Entering Unmasked Estep 
Score: -31684330.000000 Penalty: 14792.483398
	Iteration 44Q: 3 clusters Score -3.168433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 173672 members 
Entering Unmasked Estep 
Score: -31684322.000000 Penalty: 14792.483398
	Iteration 45Q: 3 clusters Score -3.168432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -31684334.000000 Penalty: 14792.483398
	Iteration 46Q: 3 clusters Score -3.168433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -31684332.000000 Penalty: 14792.483398
	Iteration 47Q: 3 clusters Score -3.168433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -31684332.000000 Penalty: 14792.483398
	Iteration 48F: 3 clusters Score -3.168433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -311374.968750 Penalty: 4632.142090
	Iteration 0F: 2 clusters Score -311375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306400.343750 Penalty: 9264.284180
	Iteration 0F: 3 clusters Score -306400.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -307092.187500 Penalty: 9264.284180
	Iteration 1F: 3 clusters Score -307092.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -307563.000000 Penalty: 9264.284180
	Iteration 2F: 3 clusters Score -307563 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308117.062500 Penalty: 9264.284180
	Iteration 3F: 3 clusters Score -308117.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308728.781250 Penalty: 9264.284180
	Iteration 4F: 3 clusters Score -308728.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -309332.312500 Penalty: 9264.284180
	Iteration 5F: 3 clusters Score -309332.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -309823.687500 Penalty: 9264.284180
	Iteration 6Q: 3 clusters Score -309823.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -310454.750000 Penalty: 9264.284180
	Iteration 7Q: 3 clusters Score -310454.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -311092.000000 Penalty: 9264.284180
	Iteration 8Q: 3 clusters Score -311092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -311470.781250 Penalty: 9264.284180
	Iteration 9Q: 3 clusters Score -311470.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -311579.656250 Penalty: 9264.284180
	Iteration 10Q: 3 clusters Score -311579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -311644.625000 Penalty: 9264.284180
	Iteration 11Q: 3 clusters Score -311644.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -311765.968750 Penalty: 9264.284180
	Iteration 12Q: 3 clusters Score -311766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -311852.156250 Penalty: 9264.284180
	Iteration 13Q: 3 clusters Score -311852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -311901.281250 Penalty: 9264.284180
	Iteration 14Q: 3 clusters Score -311901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -311950.718750 Penalty: 9264.284180
	Iteration 15Q: 3 clusters Score -311950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -311975.437500 Penalty: 9264.284180
	Iteration 16Q: 3 clusters Score -311975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -312021.750000 Penalty: 9264.284180
	Iteration 17F: 3 clusters Score -312021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -312071.093750 Penalty: 9264.284180
	Iteration 18Q: 3 clusters Score -312071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312078.062500 Penalty: 9264.284180
	Iteration 19Q: 3 clusters Score -312078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312078.062500 Penalty: 9264.284180
	Iteration 20F: 3 clusters Score -312078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 480143 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 12668 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 36279 members 
Mstep: Class 13 contains 64905 members 
Mstep: Class 14 contains 175518 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 32049 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 15620 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 82737 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 6711 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 80800 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 1086 members 
Entering Unmasked Estep 
Score: -226847008.000000 Penalty: 275624.093750
Splitting cluster 15 changes total score from -226850480.000000 to -226847008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -188950.406250 Penalty: 4273.584961
	Iteration 0F: 2 clusters Score -188950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184759.031250 Penalty: 8547.169922
	Iteration 0F: 3 clusters Score -184759 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -185085.218750 Penalty: 8547.169922
	Iteration 1F: 3 clusters Score -185085.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -185205.687500 Penalty: 8547.169922
	Iteration 2Q: 3 clusters Score -185205.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -185263.453125 Penalty: 8547.169922
	Iteration 3Q: 3 clusters Score -185263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -185290.218750 Penalty: 8547.169922
	Iteration 4Q: 3 clusters Score -185290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -185301.484375 Penalty: 8547.169922
	Iteration 5Q: 3 clusters Score -185301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185315.718750 Penalty: 8547.169922
	Iteration 6Q: 3 clusters Score -185315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185315.718750 Penalty: 8547.169922
	Iteration 7F: 3 clusters Score -185315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Entering Unmasked Estep 
Score: -5796785.000000 Penalty: 6354.700195
	Iteration 0F: 2 clusters Score -5796785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -5772474.500000 Penalty: 12709.400391
	Iteration 0F: 3 clusters Score -5772474 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5779862.000000 Penalty: 12709.400391
	Iteration 1F: 3 clusters Score -5779862 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5780626.500000 Penalty: 12709.400391
	Iteration 2F: 3 clusters Score -5780626 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5781116.000000 Penalty: 12709.400391
	Iteration 3Q: 3 clusters Score -5781116 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5781485.500000 Penalty: 12709.400391
	Iteration 4Q: 3 clusters Score -5781486 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5781789.500000 Penalty: 12709.400391
	Iteration 5Q: 3 clusters Score -5781790 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5782077.000000 Penalty: 12709.400391
	Iteration 6Q: 3 clusters Score -5782077 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5782326.000000 Penalty: 12709.400391
	Iteration 7Q: 3 clusters Score -5782326 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5782674.500000 Penalty: 12709.400391
	Iteration 8Q: 3 clusters Score -5782674 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5783112.500000 Penalty: 12709.400391
	Iteration 9Q: 3 clusters Score -5783112 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5783651.500000 Penalty: 12709.400391
	Iteration 10Q: 3 clusters Score -5783652 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5784356.000000 Penalty: 12709.400391
	Iteration 11Q: 3 clusters Score -5784356 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -5785273.500000 Penalty: 12709.400391
	Iteration 12Q: 3 clusters Score -5785274 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5786259.500000 Penalty: 12709.400391
	Iteration 13Q: 3 clusters Score -5786260 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -5787351.500000 Penalty: 12709.400391
	Iteration 14Q: 3 clusters Score -5787352 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5788367.000000 Penalty: 12709.400391
	Iteration 15Q: 3 clusters Score -5788367 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5789229.500000 Penalty: 12709.400391
	Iteration 16Q: 3 clusters Score -5789230 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5789965.500000 Penalty: 12709.400391
	Iteration 17Q: 3 clusters Score -5789966 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5790483.500000 Penalty: 12709.400391
	Iteration 18Q: 3 clusters Score -5790484 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5790818.500000 Penalty: 12709.400391
	Iteration 19Q: 3 clusters Score -5790818 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5791056.000000 Penalty: 12709.400391
	Iteration 20F: 3 clusters Score -5791056 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5791209.500000 Penalty: 12709.400391
	Iteration 21Q: 3 clusters Score -5791210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5791287.500000 Penalty: 12709.400391
	Iteration 22Q: 3 clusters Score -5791288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5791383.000000 Penalty: 12709.400391
	Iteration 23Q: 3 clusters Score -5791383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5791464.000000 Penalty: 12709.400391
	Iteration 24Q: 3 clusters Score -5791464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5791506.500000 Penalty: 12709.400391
	Iteration 25Q: 3 clusters Score -5791506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5791555.000000 Penalty: 12709.400391
	Iteration 26Q: 3 clusters Score -5791555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5791591.000000 Penalty: 12709.400391
	Iteration 27Q: 3 clusters Score -5791591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5791607.500000 Penalty: 12709.400391
	Iteration 28Q: 3 clusters Score -5791608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5791620.500000 Penalty: 12709.400391
	Iteration 29Q: 3 clusters Score -5791620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5791645.500000 Penalty: 12709.400391
	Iteration 30Q: 3 clusters Score -5791646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5791657.000000 Penalty: 12709.400391
	Iteration 31Q: 3 clusters Score -5791657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5791672.500000 Penalty: 12709.400391
	Iteration 32Q: 3 clusters Score -5791672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5791685.000000 Penalty: 12709.400391
	Iteration 33Q: 3 clusters Score -5791685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5791690.000000 Penalty: 12709.400391
	Iteration 34Q: 3 clusters Score -5791690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5791702.000000 Penalty: 12709.400391
	Iteration 35Q: 3 clusters Score -5791702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5791708.000000 Penalty: 12709.400391
	Iteration 36Q: 3 clusters Score -5791708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5791698.000000 Penalty: 12709.400391
	Iteration 37Q: 3 clusters Score -5791698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5791704.000000 Penalty: 12709.400391
	Iteration 38Q: 3 clusters Score -5791704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5791710.500000 Penalty: 12709.400391
	Iteration 39Q: 3 clusters Score -5791710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5791715.500000 Penalty: 12709.400391
	Iteration 40F: 3 clusters Score -5791716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5791711.000000 Penalty: 12709.400391
	Iteration 41Q: 3 clusters Score -5791711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5791719.000000 Penalty: 12709.400391
	Iteration 42Q: 3 clusters Score -5791719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5791722.000000 Penalty: 12709.400391
	Iteration 43Q: 3 clusters Score -5791722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5791716.500000 Penalty: 12709.400391
	Iteration 44Q: 3 clusters Score -5791716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5791720.500000 Penalty: 12709.400391
	Iteration 45Q: 3 clusters Score -5791720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5791720.500000 Penalty: 12709.400391
	Iteration 46F: 3 clusters Score -5791720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Entering Unmasked Estep 
Score: -7007902.500000 Penalty: 6467.695801
	Iteration 0F: 2 clusters Score -7007902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -6979663.000000 Penalty: 12935.391602
	Iteration 0F: 3 clusters Score -6979663 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6988484.500000 Penalty: 12935.391602
	Iteration 1F: 3 clusters Score -6988484 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -6989561.000000 Penalty: 12935.391602
	Iteration 2F: 3 clusters Score -6989561 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -6990907.500000 Penalty: 12935.391602
	Iteration 3F: 3 clusters Score -6990908 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -6992228.000000 Penalty: 12935.391602
	Iteration 4F: 3 clusters Score -6992228 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6993580.000000 Penalty: 12935.391602
	Iteration 5F: 3 clusters Score -6993580 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -6995065.500000 Penalty: 12935.391602
	Iteration 6F: 3 clusters Score -6995066 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6996569.500000 Penalty: 12935.391602
	Iteration 7F: 3 clusters Score -6996570 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6998087.500000 Penalty: 12935.391602
	Iteration 8F: 3 clusters Score -6998088 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -6999270.000000 Penalty: 12935.391602
	Iteration 9F: 3 clusters Score -6999270 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -7000189.500000 Penalty: 12935.391602
	Iteration 10Q: 3 clusters Score -7000190 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -7000961.000000 Penalty: 12935.391602
	Iteration 11Q: 3 clusters Score -7000961 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -7001553.000000 Penalty: 12935.391602
	Iteration 12Q: 3 clusters Score -7001553 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -7002077.500000 Penalty: 12935.391602
	Iteration 13Q: 3 clusters Score -7002078 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -7002628.500000 Penalty: 12935.391602
	Iteration 14Q: 3 clusters Score -7002628 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -7003202.000000 Penalty: 12935.391602
	Iteration 15Q: 3 clusters Score -7003202 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -7003715.000000 Penalty: 12935.391602
	Iteration 16Q: 3 clusters Score -7003715 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -7004118.500000 Penalty: 12935.391602
	Iteration 17Q: 3 clusters Score -7004118 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -7004332.000000 Penalty: 12935.391602
	Iteration 18Q: 3 clusters Score -7004332 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7004478.500000 Penalty: 12935.391602
	Iteration 19Q: 3 clusters Score -7004478 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -7004623.500000 Penalty: 12935.391602
	Iteration 20F: 3 clusters Score -7004624 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7004695.000000 Penalty: 12935.391602
	Iteration 21Q: 3 clusters Score -7004695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -7004742.000000 Penalty: 12935.391602
	Iteration 22Q: 3 clusters Score -7004742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -7004796.500000 Penalty: 12935.391602
	Iteration 23Q: 3 clusters Score -7004796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -7004837.500000 Penalty: 12935.391602
	Iteration 24Q: 3 clusters Score -7004838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -7004853.000000 Penalty: 12935.391602
	Iteration 25Q: 3 clusters Score -7004853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -7004880.500000 Penalty: 12935.391602
	Iteration 26Q: 3 clusters Score -7004880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7004925.000000 Penalty: 12935.391602
	Iteration 27Q: 3 clusters Score -7004925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -7004923.500000 Penalty: 12935.391602
	Iteration 28Q: 3 clusters Score -7004924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -7004951.500000 Penalty: 12935.391602
	Iteration 29Q: 3 clusters Score -7004952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -7004965.500000 Penalty: 12935.391602
	Iteration 30Q: 3 clusters Score -7004966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7004987.500000 Penalty: 12935.391602
	Iteration 31Q: 3 clusters Score -7004988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -7004980.500000 Penalty: 12935.391602
	Iteration 32Q: 3 clusters Score -7004980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7004989.500000 Penalty: 12935.391602
	Iteration 33Q: 3 clusters Score -7004990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -7004998.500000 Penalty: 12935.391602
	Iteration 34Q: 3 clusters Score -7004998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -7005003.500000 Penalty: 12935.391602
	Iteration 35Q: 3 clusters Score -7005004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -7005006.500000 Penalty: 12935.391602
	Iteration 36Q: 3 clusters Score -7005006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -7005017.000000 Penalty: 12935.391602
	Iteration 37Q: 3 clusters Score -7005017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -7005016.000000 Penalty: 12935.391602
	Iteration 38Q: 3 clusters Score -7005016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -7005020.500000 Penalty: 12935.391602
	Iteration 39Q: 3 clusters Score -7005020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -7005020.000000 Penalty: 12935.391602
	Iteration 40F: 3 clusters Score -7005020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -7005017.500000 Penalty: 12935.391602
	Iteration 41Q: 3 clusters Score -7005018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -7005019.000000 Penalty: 12935.391602
	Iteration 42Q: 3 clusters Score -7005019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -7005014.500000 Penalty: 12935.391602
	Iteration 43Q: 3 clusters Score -7005014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -7005009.000000 Penalty: 12935.391602
	Iteration 44Q: 3 clusters Score -7005009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -7005021.500000 Penalty: 12935.391602
	Iteration 45Q: 3 clusters Score -7005022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7005016.000000 Penalty: 12935.391602
	Iteration 46Q: 3 clusters Score -7005016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -7005021.500000 Penalty: 12935.391602
	Iteration 47Q: 3 clusters Score -7005022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -7005037.000000 Penalty: 12935.391602
	Iteration 48Q: 3 clusters Score -7005037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -7005021.500000 Penalty: 12935.391602
	Iteration 49Q: 3 clusters Score -7005022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -7005026.000000 Penalty: 12935.391602
	Iteration 50Q: 3 clusters Score -7005026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -7005025.000000 Penalty: 12935.391602
	Iteration 51Q: 3 clusters Score -7005025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -7005027.000000 Penalty: 12935.391602
	Iteration 52Q: 3 clusters Score -7005027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -7005030.000000 Penalty: 12935.391602
	Iteration 53Q: 3 clusters Score -7005030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -7005037.000000 Penalty: 12935.391602
	Iteration 54Q: 3 clusters Score -7005037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -7005035.500000 Penalty: 12935.391602
	Iteration 55Q: 3 clusters Score -7005036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -7005020.000000 Penalty: 12935.391602
	Iteration 56Q: 3 clusters Score -7005020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -7005021.500000 Penalty: 12935.391602
	Iteration 57Q: 3 clusters Score -7005022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7005025.000000 Penalty: 12935.391602
	Iteration 58Q: 3 clusters Score -7005025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -7005028.500000 Penalty: 12935.391602
	Iteration 59Q: 3 clusters Score -7005028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -7005035.000000 Penalty: 12935.391602
	Iteration 60F: 3 clusters Score -7005035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -7005033.500000 Penalty: 12935.391602
	Iteration 61Q: 3 clusters Score -7005034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -7005036.500000 Penalty: 12935.391602
	Iteration 62Q: 3 clusters Score -7005036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7005039.000000 Penalty: 12935.391602
	Iteration 63Q: 3 clusters Score -7005039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7005038.500000 Penalty: 12935.391602
	Iteration 64Q: 3 clusters Score -7005038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -7005041.500000 Penalty: 12935.391602
	Iteration 65Q: 3 clusters Score -7005042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -7005032.500000 Penalty: 12935.391602
	Iteration 66Q: 3 clusters Score -7005032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -7005038.000000 Penalty: 12935.391602
	Iteration 67Q: 3 clusters Score -7005038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -7005038.000000 Penalty: 12935.391602
	Iteration 68Q: 3 clusters Score -7005038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -7005038.000000 Penalty: 12935.391602
	Iteration 69F: 3 clusters Score -7005038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Entering Unmasked Estep 
Score: -2689367.500000 Penalty: 5914.488281
	Iteration 0F: 2 clusters Score -2689368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2675664.750000 Penalty: 11828.976562
	Iteration 0F: 3 clusters Score -2675665 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2678981.750000 Penalty: 11828.976562
	Iteration 1F: 3 clusters Score -2678982 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2679543.750000 Penalty: 11828.976562
	Iteration 2F: 3 clusters Score -2679544 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2679856.750000 Penalty: 11828.976562
	Iteration 3Q: 3 clusters Score -2679857 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2680137.500000 Penalty: 11828.976562
	Iteration 4Q: 3 clusters Score -2680138 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2680338.000000 Penalty: 11828.976562
	Iteration 5Q: 3 clusters Score -2680338 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2680508.500000 Penalty: 11828.976562
	Iteration 6Q: 3 clusters Score -2680508 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2680690.250000 Penalty: 11828.976562
	Iteration 7Q: 3 clusters Score -2680690 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2680891.000000 Penalty: 11828.976562
	Iteration 8Q: 3 clusters Score -2680891 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2681162.250000 Penalty: 11828.976562
	Iteration 9Q: 3 clusters Score -2681162 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2681481.500000 Penalty: 11828.976562
	Iteration 10Q: 3 clusters Score -2681482 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2681806.500000 Penalty: 11828.976562
	Iteration 11Q: 3 clusters Score -2681806 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2682161.750000 Penalty: 11828.976562
	Iteration 12Q: 3 clusters Score -2682162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2682528.000000 Penalty: 11828.976562
	Iteration 13Q: 3 clusters Score -2682528 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2682871.250000 Penalty: 11828.976562
	Iteration 14Q: 3 clusters Score -2682871 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2683176.750000 Penalty: 11828.976562
	Iteration 15Q: 3 clusters Score -2683177 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2683422.500000 Penalty: 11828.976562
	Iteration 16Q: 3 clusters Score -2683422 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2683605.000000 Penalty: 11828.976562
	Iteration 17Q: 3 clusters Score -2683605 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2683730.500000 Penalty: 11828.976562
	Iteration 18Q: 3 clusters Score -2683730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2683825.000000 Penalty: 11828.976562
	Iteration 19Q: 3 clusters Score -2683825 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2683905.250000 Penalty: 11828.976562
	Iteration 20F: 3 clusters Score -2683905 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2683967.750000 Penalty: 11828.976562
	Iteration 21Q: 3 clusters Score -2683968 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2684031.750000 Penalty: 11828.976562
	Iteration 22Q: 3 clusters Score -2684032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2684070.000000 Penalty: 11828.976562
	Iteration 23Q: 3 clusters Score -2684070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2684097.500000 Penalty: 11828.976562
	Iteration 24Q: 3 clusters Score -2684098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2684125.000000 Penalty: 11828.976562
	Iteration 25Q: 3 clusters Score -2684125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2684140.000000 Penalty: 11828.976562
	Iteration 26Q: 3 clusters Score -2684140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2684160.250000 Penalty: 11828.976562
	Iteration 27Q: 3 clusters Score -2684160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2684176.500000 Penalty: 11828.976562
	Iteration 28Q: 3 clusters Score -2684176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2684181.500000 Penalty: 11828.976562
	Iteration 29Q: 3 clusters Score -2684182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2684188.000000 Penalty: 11828.976562
	Iteration 30Q: 3 clusters Score -2684188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2684206.250000 Penalty: 11828.976562
	Iteration 31Q: 3 clusters Score -2684206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2684215.500000 Penalty: 11828.976562
	Iteration 32Q: 3 clusters Score -2684216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2684222.750000 Penalty: 11828.976562
	Iteration 33Q: 3 clusters Score -2684223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2684229.250000 Penalty: 11828.976562
	Iteration 34Q: 3 clusters Score -2684229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2684225.500000 Penalty: 11828.976562
	Iteration 35Q: 3 clusters Score -2684226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2684222.500000 Penalty: 11828.976562
	Iteration 36Q: 3 clusters Score -2684222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2684227.250000 Penalty: 11828.976562
	Iteration 37Q: 3 clusters Score -2684227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2684229.750000 Penalty: 11828.976562
	Iteration 38Q: 3 clusters Score -2684230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2684232.000000 Penalty: 11828.976562
	Iteration 39Q: 3 clusters Score -2684232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2684233.250000 Penalty: 11828.976562
	Iteration 40F: 3 clusters Score -2684233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2684237.500000 Penalty: 11828.976562
	Iteration 41Q: 3 clusters Score -2684238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2684233.750000 Penalty: 11828.976562
	Iteration 42Q: 3 clusters Score -2684234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2684236.000000 Penalty: 11828.976562
	Iteration 43Q: 3 clusters Score -2684236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2684245.250000 Penalty: 11828.976562
	Iteration 44Q: 3 clusters Score -2684245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2684245.250000 Penalty: 11828.976562
	Iteration 45F: 3 clusters Score -2684245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Entering Unmasked Estep 
Score: -9502160.000000 Penalty: 6653.769531
	Iteration 0F: 2 clusters Score -9502160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9464914.000000 Penalty: 13307.539062
	Iteration 0F: 3 clusters Score -9464914 nChanged 23131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -9477480.000000 Penalty: 13307.539062
	Iteration 1F: 3 clusters Score -9477480 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -9478504.000000 Penalty: 13307.539062
	Iteration 2F: 3 clusters Score -9478504 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -9479388.000000 Penalty: 13307.539062
	Iteration 3Q: 3 clusters Score -9479388 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -9480430.000000 Penalty: 13307.539062
	Iteration 4Q: 3 clusters Score -9480430 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -9481533.000000 Penalty: 13307.539062
	Iteration 5Q: 3 clusters Score -9481533 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -9483065.000000 Penalty: 13307.539062
	Iteration 6F: 3 clusters Score -9483065 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -9484973.000000 Penalty: 13307.539062
	Iteration 7F: 3 clusters Score -9484973 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -9487261.000000 Penalty: 13307.539062
	Iteration 8F: 3 clusters Score -9487261 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -9489683.000000 Penalty: 13307.539062
	Iteration 9F: 3 clusters Score -9489683 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -9491988.000000 Penalty: 13307.539062
	Iteration 10F: 3 clusters Score -9491988 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9493541.000000 Penalty: 13307.539062
	Iteration 11Q: 3 clusters Score -9493541 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9494553.000000 Penalty: 13307.539062
	Iteration 12Q: 3 clusters Score -9494553 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9495247.000000 Penalty: 13307.539062
	Iteration 13Q: 3 clusters Score -9495247 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9495617.000000 Penalty: 13307.539062
	Iteration 14Q: 3 clusters Score -9495617 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9495841.000000 Penalty: 13307.539062
	Iteration 15Q: 3 clusters Score -9495841 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9495983.000000 Penalty: 13307.539062
	Iteration 16Q: 3 clusters Score -9495983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9496066.000000 Penalty: 13307.539062
	Iteration 17Q: 3 clusters Score -9496066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9496117.000000 Penalty: 13307.539062
	Iteration 18Q: 3 clusters Score -9496117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9496167.000000 Penalty: 13307.539062
	Iteration 19Q: 3 clusters Score -9496167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9496198.000000 Penalty: 13307.539062
	Iteration 20F: 3 clusters Score -9496198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9496218.000000 Penalty: 13307.539062
	Iteration 21Q: 3 clusters Score -9496218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9496239.000000 Penalty: 13307.539062
	Iteration 22Q: 3 clusters Score -9496239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9496257.000000 Penalty: 13307.539062
	Iteration 23Q: 3 clusters Score -9496257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9496276.000000 Penalty: 13307.539062
	Iteration 24Q: 3 clusters Score -9496276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9496283.000000 Penalty: 13307.539062
	Iteration 25Q: 3 clusters Score -9496283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9496285.000000 Penalty: 13307.539062
	Iteration 26Q: 3 clusters Score -9496285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9496290.000000 Penalty: 13307.539062
	Iteration 27Q: 3 clusters Score -9496290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9496289.000000 Penalty: 13307.539062
	Iteration 28Q: 3 clusters Score -9496289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9496284.000000 Penalty: 13307.539062
	Iteration 29Q: 3 clusters Score -9496284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9496305.000000 Penalty: 13307.539062
	Iteration 30Q: 3 clusters Score -9496305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9496304.000000 Penalty: 13307.539062
	Iteration 31Q: 3 clusters Score -9496304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9496307.000000 Penalty: 13307.539062
	Iteration 32Q: 3 clusters Score -9496307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9496305.000000 Penalty: 13307.539062
	Iteration 33Q: 3 clusters Score -9496305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9496308.000000 Penalty: 13307.539062
	Iteration 34Q: 3 clusters Score -9496308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9496308.000000 Penalty: 13307.539062
	Iteration 35F: 3 clusters Score -9496308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -256256.015625 Penalty: 4451.786621
	Iteration 0F: 2 clusters Score -256256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -251670.687500 Penalty: 8903.573242
	Iteration 0F: 3 clusters Score -251670.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252136.265625 Penalty: 8903.573242
	Iteration 1F: 3 clusters Score -252136.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -252287.562500 Penalty: 8903.573242
	Iteration 2F: 3 clusters Score -252287.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -252342.703125 Penalty: 8903.573242
	Iteration 3Q: 3 clusters Score -252342.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -252370.078125 Penalty: 8903.573242
	Iteration 4Q: 3 clusters Score -252370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -252394.390625 Penalty: 8903.573242
	Iteration 5Q: 3 clusters Score -252394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -252399.171875 Penalty: 8903.573242
	Iteration 6Q: 3 clusters Score -252399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -252402.781250 Penalty: 8903.573242
	Iteration 7Q: 3 clusters Score -252402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -252402.781250 Penalty: 8903.573242
	Iteration 8F: 3 clusters Score -252402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -117970.117188 Penalty: 4067.723877
	Iteration 0F: 2 clusters Score -117970.1 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 357 members 
Entering Unmasked Estep 
Score: -114324.921875 Penalty: 8135.447754
	Iteration 0F: 3 clusters Score -114324.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115020.867188 Penalty: 8135.447754
	Iteration 1F: 3 clusters Score -115020.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115149.757812 Penalty: 8135.447754
	Iteration 2Q: 3 clusters Score -115149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115221.968750 Penalty: 8135.447754
	Iteration 3Q: 3 clusters Score -115222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -115248.695312 Penalty: 8135.447754
	Iteration 4Q: 3 clusters Score -115248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -115273.421875 Penalty: 8135.447754
	Iteration 5Q: 3 clusters Score -115273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115281.257812 Penalty: 8135.447754
	Iteration 6Q: 3 clusters Score -115281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115293.679688 Penalty: 8135.447754
	Iteration 7Q: 3 clusters Score -115293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115303.367188 Penalty: 8135.447754
	Iteration 8Q: 3 clusters Score -115303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115311.242188 Penalty: 8135.447754
	Iteration 9Q: 3 clusters Score -115311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115317.500000 Penalty: 8135.447754
	Iteration 10Q: 3 clusters Score -115317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115323.757812 Penalty: 8135.447754
	Iteration 11Q: 3 clusters Score -115323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115329.070312 Penalty: 8135.447754
	Iteration 12Q: 3 clusters Score -115329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115336.453125 Penalty: 8135.447754
	Iteration 13Q: 3 clusters Score -115336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115340.429688 Penalty: 8135.447754
	Iteration 14Q: 3 clusters Score -115340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115343.226562 Penalty: 8135.447754
	Iteration 15Q: 3 clusters Score -115343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115343.226562 Penalty: 8135.447754
	Iteration 16F: 3 clusters Score -115343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (82737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Entering Unmasked Estep 
Score: -15107012.000000 Penalty: 6935.596191
	Iteration 0F: 2 clusters Score -1.510701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -15049964.000000 Penalty: 13871.192383
	Iteration 0F: 3 clusters Score -1.504996e+07 nChanged 37522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -15070386.000000 Penalty: 13871.192383
	Iteration 1F: 3 clusters Score -1.507039e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -15071592.000000 Penalty: 13871.192383
	Iteration 2Q: 3 clusters Score -1.507159e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -15072736.000000 Penalty: 13871.192383
	Iteration 3Q: 3 clusters Score -1.507274e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -15074065.000000 Penalty: 13871.192383
	Iteration 4Q: 3 clusters Score -1.507406e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -15075643.000000 Penalty: 13871.192383
	Iteration 5Q: 3 clusters Score -1.507564e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -15077735.000000 Penalty: 13871.192383
	Iteration 6Q: 3 clusters Score -1.507774e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -15080052.000000 Penalty: 13871.192383
	Iteration 7Q: 3 clusters Score -1.508005e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -15082546.000000 Penalty: 13871.192383
	Iteration 8F: 3 clusters Score -1.508255e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -15084590.000000 Penalty: 13871.192383
	Iteration 9F: 3 clusters Score -1.508459e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -15086620.000000 Penalty: 13871.192383
	Iteration 10Q: 3 clusters Score -1.508662e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -15088539.000000 Penalty: 13871.192383
	Iteration 11Q: 3 clusters Score -1.508854e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -15090880.000000 Penalty: 13871.192383
	Iteration 12Q: 3 clusters Score -1.509088e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -15093566.000000 Penalty: 13871.192383
	Iteration 13Q: 3 clusters Score -1.509357e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -15095992.000000 Penalty: 13871.192383
	Iteration 14Q: 3 clusters Score -1.509599e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -15097905.000000 Penalty: 13871.192383
	Iteration 15Q: 3 clusters Score -1.50979e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -15099375.000000 Penalty: 13871.192383
	Iteration 16Q: 3 clusters Score -1.509938e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -15100707.000000 Penalty: 13871.192383
	Iteration 17Q: 3 clusters Score -1.510071e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -15101941.000000 Penalty: 13871.192383
	Iteration 18Q: 3 clusters Score -1.510194e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -15102902.000000 Penalty: 13871.192383
	Iteration 19Q: 3 clusters Score -1.51029e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -15103668.000000 Penalty: 13871.192383
	Iteration 20F: 3 clusters Score -1.510367e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -15104248.000000 Penalty: 13871.192383
	Iteration 21Q: 3 clusters Score -1.510425e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -15104613.000000 Penalty: 13871.192383
	Iteration 22Q: 3 clusters Score -1.510461e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -15104857.000000 Penalty: 13871.192383
	Iteration 23Q: 3 clusters Score -1.510486e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -15105032.000000 Penalty: 13871.192383
	Iteration 24Q: 3 clusters Score -1.510503e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -15105180.000000 Penalty: 13871.192383
	Iteration 25Q: 3 clusters Score -1.510518e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -15105258.000000 Penalty: 13871.192383
	Iteration 26Q: 3 clusters Score -1.510526e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -15105345.000000 Penalty: 13871.192383
	Iteration 27Q: 3 clusters Score -1.510534e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -15105375.000000 Penalty: 13871.192383
	Iteration 28Q: 3 clusters Score -1.510538e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -15105407.000000 Penalty: 13871.192383
	Iteration 29Q: 3 clusters Score -1.510541e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -15105446.000000 Penalty: 13871.192383
	Iteration 30Q: 3 clusters Score -1.510545e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -15105460.000000 Penalty: 13871.192383
	Iteration 31Q: 3 clusters Score -1.510546e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -15105468.000000 Penalty: 13871.192383
	Iteration 32Q: 3 clusters Score -1.510547e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -15105490.000000 Penalty: 13871.192383
	Iteration 33Q: 3 clusters Score -1.510549e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -15105483.000000 Penalty: 13871.192383
	Iteration 34Q: 3 clusters Score -1.510548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -15105477.000000 Penalty: 13871.192383
	Iteration 35Q: 3 clusters Score -1.510548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -15105487.000000 Penalty: 13871.192383
	Iteration 36Q: 3 clusters Score -1.510549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -15105518.000000 Penalty: 13871.192383
	Iteration 37Q: 3 clusters Score -1.510552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -15105511.000000 Penalty: 13871.192383
	Iteration 38Q: 3 clusters Score -1.510551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -15105507.000000 Penalty: 13871.192383
	Iteration 39Q: 3 clusters Score -1.510551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -15105505.000000 Penalty: 13871.192383
	Iteration 40F: 3 clusters Score -1.51055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -15105500.000000 Penalty: 13871.192383
	Iteration 41Q: 3 clusters Score -1.51055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -15105488.000000 Penalty: 13871.192383
	Iteration 42Q: 3 clusters Score -1.510549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -15105505.000000 Penalty: 13871.192383
	Iteration 43Q: 3 clusters Score -1.51055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -15105507.000000 Penalty: 13871.192383
	Iteration 44Q: 3 clusters Score -1.510551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -15105500.000000 Penalty: 13871.192383
	Iteration 45Q: 3 clusters Score -1.51055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -15105507.000000 Penalty: 13871.192383
	Iteration 46Q: 3 clusters Score -1.510551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -15105510.000000 Penalty: 13871.192383
	Iteration 47Q: 3 clusters Score -1.510551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -15105496.000000 Penalty: 13871.192383
	Iteration 48Q: 3 clusters Score -1.51055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -15105500.000000 Penalty: 13871.192383
	Iteration 49Q: 3 clusters Score -1.51055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -15105500.000000 Penalty: 13871.192383
	Iteration 50Q: 3 clusters Score -1.51055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -15105501.000000 Penalty: 13871.192383
	Iteration 51Q: 3 clusters Score -1.51055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -15105498.000000 Penalty: 13871.192383
	Iteration 52Q: 3 clusters Score -1.51055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -15105507.000000 Penalty: 13871.192383
	Iteration 53Q: 3 clusters Score -1.510551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -15105499.000000 Penalty: 13871.192383
	Iteration 54Q: 3 clusters Score -1.51055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -15105501.000000 Penalty: 13871.192383
	Iteration 55Q: 3 clusters Score -1.51055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -15105511.000000 Penalty: 13871.192383
	Iteration 56Q: 3 clusters Score -1.510551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -15105500.000000 Penalty: 13871.192383
	Iteration 57Q: 3 clusters Score -1.51055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -15105494.000000 Penalty: 13871.192383
	Iteration 58Q: 3 clusters Score -1.510549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -15105508.000000 Penalty: 13871.192383
	Iteration 59Q: 3 clusters Score -1.510551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -15105511.000000 Penalty: 13871.192383
	Iteration 60F: 3 clusters Score -1.510551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -15105518.000000 Penalty: 13871.192383
	Iteration 61Q: 3 clusters Score -1.510552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -15105518.000000 Penalty: 13871.192383
	Iteration 62F: 3 clusters Score -1.510552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -85388.789062 Penalty: 3903.658203
	Iteration 0F: 2 clusters Score -85388.79 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 298 members 
Entering Unmasked Estep 
Score: -82056.328125 Penalty: 7807.316406
	Iteration 0F: 3 clusters Score -82056.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82283.125000 Penalty: 7807.316406
	Iteration 1F: 3 clusters Score -82283.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82428.562500 Penalty: 7807.316406
	Iteration 2F: 3 clusters Score -82428.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82552.750000 Penalty: 7807.316406
	Iteration 3Q: 3 clusters Score -82552.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82633.828125 Penalty: 7807.316406
	Iteration 4Q: 3 clusters Score -82633.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82762.015625 Penalty: 7807.316406
	Iteration 5Q: 3 clusters Score -82762.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83094.789062 Penalty: 7807.316406
	Iteration 6Q: 3 clusters Score -83094.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83449.382812 Penalty: 7807.316406
	Iteration 7Q: 3 clusters Score -83449.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -83863.000000 Penalty: 7807.316406
	Iteration 8Q: 3 clusters Score -83863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -84129.773438 Penalty: 7807.316406
	Iteration 9Q: 3 clusters Score -84129.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84332.367188 Penalty: 7807.316406
	Iteration 10Q: 3 clusters Score -84332.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84783.828125 Penalty: 7807.316406
	Iteration 11Q: 3 clusters Score -84783.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84872.164062 Penalty: 7807.316406
	Iteration 12Q: 3 clusters Score -84872.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84892.132812 Penalty: 7807.316406
	Iteration 13Q: 3 clusters Score -84892.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84908.484375 Penalty: 7807.316406
	Iteration 14Q: 3 clusters Score -84908.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -84923.562500 Penalty: 7807.316406
	Iteration 15Q: 3 clusters Score -84923.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -84962.000000 Penalty: 7807.316406
	Iteration 16Q: 3 clusters Score -84962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84971.718750 Penalty: 7807.316406
	Iteration 17Q: 3 clusters Score -84971.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84980.257812 Penalty: 7807.316406
	Iteration 18Q: 3 clusters Score -84980.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84988.382812 Penalty: 7807.316406
	Iteration 19F: 3 clusters Score -84988.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85007.273438 Penalty: 7807.316406
	Iteration 20F: 3 clusters Score -85007.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -85013.726562 Penalty: 7807.316406
	Iteration 21Q: 3 clusters Score -85013.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85020.039062 Penalty: 7807.316406
	Iteration 22Q: 3 clusters Score -85020.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85020.039062 Penalty: 7807.316406
	Iteration 23F: 3 clusters Score -85020.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -1186702.000000 Penalty: 5397.045898
	Iteration 0F: 2 clusters Score -1186702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1178591.750000 Penalty: 10794.091797
	Iteration 0F: 3 clusters Score -1178592 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1180051.875000 Penalty: 10794.091797
	Iteration 1F: 3 clusters Score -1180052 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1180425.625000 Penalty: 10794.091797
	Iteration 2F: 3 clusters Score -1180426 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1180633.500000 Penalty: 10794.091797
	Iteration 3Q: 3 clusters Score -1180634 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1180754.000000 Penalty: 10794.091797
	Iteration 4Q: 3 clusters Score -1180754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1180863.500000 Penalty: 10794.091797
	Iteration 5Q: 3 clusters Score -1180864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1180965.625000 Penalty: 10794.091797
	Iteration 6Q: 3 clusters Score -1180966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1181106.000000 Penalty: 10794.091797
	Iteration 7Q: 3 clusters Score -1181106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1181274.375000 Penalty: 10794.091797
	Iteration 8Q: 3 clusters Score -1181274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1181457.500000 Penalty: 10794.091797
	Iteration 9Q: 3 clusters Score -1181458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1181637.750000 Penalty: 10794.091797
	Iteration 10Q: 3 clusters Score -1181638 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1181872.375000 Penalty: 10794.091797
	Iteration 11Q: 3 clusters Score -1181872 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1182128.625000 Penalty: 10794.091797
	Iteration 12Q: 3 clusters Score -1182129 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1182381.625000 Penalty: 10794.091797
	Iteration 13Q: 3 clusters Score -1182382 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1182623.750000 Penalty: 10794.091797
	Iteration 14Q: 3 clusters Score -1182624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1182801.500000 Penalty: 10794.091797
	Iteration 15Q: 3 clusters Score -1182802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1182934.500000 Penalty: 10794.091797
	Iteration 16Q: 3 clusters Score -1182934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1183055.750000 Penalty: 10794.091797
	Iteration 17Q: 3 clusters Score -1183056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1183145.125000 Penalty: 10794.091797
	Iteration 18Q: 3 clusters Score -1183145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1183213.625000 Penalty: 10794.091797
	Iteration 19Q: 3 clusters Score -1183214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1183264.875000 Penalty: 10794.091797
	Iteration 20F: 3 clusters Score -1183265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1183303.375000 Penalty: 10794.091797
	Iteration 21Q: 3 clusters Score -1183303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1183330.125000 Penalty: 10794.091797
	Iteration 22Q: 3 clusters Score -1183330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1183357.625000 Penalty: 10794.091797
	Iteration 23Q: 3 clusters Score -1183358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1183374.500000 Penalty: 10794.091797
	Iteration 24Q: 3 clusters Score -1183374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1183387.500000 Penalty: 10794.091797
	Iteration 25Q: 3 clusters Score -1183388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1183398.000000 Penalty: 10794.091797
	Iteration 26Q: 3 clusters Score -1183398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1183410.625000 Penalty: 10794.091797
	Iteration 27Q: 3 clusters Score -1183411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1183415.750000 Penalty: 10794.091797
	Iteration 28Q: 3 clusters Score -1183416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1183419.375000 Penalty: 10794.091797
	Iteration 29Q: 3 clusters Score -1183419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1183423.250000 Penalty: 10794.091797
	Iteration 30Q: 3 clusters Score -1183423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1183424.875000 Penalty: 10794.091797
	Iteration 31Q: 3 clusters Score -1183425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1183431.875000 Penalty: 10794.091797
	Iteration 32Q: 3 clusters Score -1183432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1183431.750000 Penalty: 10794.091797
	Iteration 33Q: 3 clusters Score -1183432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1183436.750000 Penalty: 10794.091797
	Iteration 34Q: 3 clusters Score -1183437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1183437.500000 Penalty: 10794.091797
	Iteration 35Q: 3 clusters Score -1183438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1183437.500000 Penalty: 10794.091797
	Iteration 36F: 3 clusters Score -1183438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1831907.125000 Penalty: 5653.882812
	Iteration 0F: 2 clusters Score -1831907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1821629.375000 Penalty: 11307.765625
	Iteration 0F: 3 clusters Score -1821629 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1823872.000000 Penalty: 11307.765625
	Iteration 1F: 3 clusters Score -1823872 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1824537.125000 Penalty: 11307.765625
	Iteration 2F: 3 clusters Score -1824537 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1825154.375000 Penalty: 11307.765625
	Iteration 3F: 3 clusters Score -1825154 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1825973.375000 Penalty: 11307.765625
	Iteration 4F: 3 clusters Score -1825973 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1827107.875000 Penalty: 11307.765625
	Iteration 5F: 3 clusters Score -1827108 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1828155.750000 Penalty: 11307.765625
	Iteration 6F: 3 clusters Score -1828156 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1828916.750000 Penalty: 11307.765625
	Iteration 7F: 3 clusters Score -1828917 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1829354.375000 Penalty: 11307.765625
	Iteration 8Q: 3 clusters Score -1829354 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1829616.500000 Penalty: 11307.765625
	Iteration 9Q: 3 clusters Score -1829616 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1829787.000000 Penalty: 11307.765625
	Iteration 10Q: 3 clusters Score -1829787 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1829901.750000 Penalty: 11307.765625
	Iteration 11Q: 3 clusters Score -1829902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1829970.500000 Penalty: 11307.765625
	Iteration 12Q: 3 clusters Score -1829970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1830005.125000 Penalty: 11307.765625
	Iteration 13Q: 3 clusters Score -1830005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1830044.625000 Penalty: 11307.765625
	Iteration 14Q: 3 clusters Score -1830045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1830062.375000 Penalty: 11307.765625
	Iteration 15Q: 3 clusters Score -1830062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1830076.500000 Penalty: 11307.765625
	Iteration 16Q: 3 clusters Score -1830076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1830088.250000 Penalty: 11307.765625
	Iteration 17Q: 3 clusters Score -1830088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1830102.875000 Penalty: 11307.765625
	Iteration 18Q: 3 clusters Score -1830103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1830112.250000 Penalty: 11307.765625
	Iteration 19Q: 3 clusters Score -1830112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1830117.000000 Penalty: 11307.765625
	Iteration 20F: 3 clusters Score -1830117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1830124.875000 Penalty: 11307.765625
	Iteration 21Q: 3 clusters Score -1830125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1830129.125000 Penalty: 11307.765625
	Iteration 22Q: 3 clusters Score -1830129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1830133.250000 Penalty: 11307.765625
	Iteration 23Q: 3 clusters Score -1830133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1830135.250000 Penalty: 11307.765625
	Iteration 24Q: 3 clusters Score -1830135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1830141.250000 Penalty: 11307.765625
	Iteration 25Q: 3 clusters Score -1830141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1830141.500000 Penalty: 11307.765625
	Iteration 26Q: 3 clusters Score -1830142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1830145.750000 Penalty: 11307.765625
	Iteration 27Q: 3 clusters Score -1830146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1830147.125000 Penalty: 11307.765625
	Iteration 28Q: 3 clusters Score -1830147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1830145.625000 Penalty: 11307.765625
	Iteration 29Q: 3 clusters Score -1830146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1830149.125000 Penalty: 11307.765625
	Iteration 30Q: 3 clusters Score -1830149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1830149.750000 Penalty: 11307.765625
	Iteration 31Q: 3 clusters Score -1830150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1830153.000000 Penalty: 11307.765625
	Iteration 32Q: 3 clusters Score -1830153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1830154.000000 Penalty: 11307.765625
	Iteration 33Q: 3 clusters Score -1830154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1830158.250000 Penalty: 11307.765625
	Iteration 34Q: 3 clusters Score -1830158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1830156.500000 Penalty: 11307.765625
	Iteration 35Q: 3 clusters Score -1830156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1830159.625000 Penalty: 11307.765625
	Iteration 36Q: 3 clusters Score -1830160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1830160.000000 Penalty: 11307.765625
	Iteration 37Q: 3 clusters Score -1830160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1830160.375000 Penalty: 11307.765625
	Iteration 38Q: 3 clusters Score -1830160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1830160.375000 Penalty: 11307.765625
	Iteration 39F: 3 clusters Score -1830160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -72905.671875 Penalty: 3741.914307
	Iteration 0F: 2 clusters Score -72905.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69619.757812 Penalty: 7483.828613
	Iteration 0F: 3 clusters Score -69619.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69767.585938 Penalty: 7483.828613
	Iteration 1F: 3 clusters Score -69767.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69786.593750 Penalty: 7483.828613
	Iteration 2Q: 3 clusters Score -69786.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69790.773438 Penalty: 7483.828613
	Iteration 3Q: 3 clusters Score -69790.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69790.773438 Penalty: 7483.828613
	Iteration 4F: 3 clusters Score -69790.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (80800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Entering Unmasked Estep 
Score: -14549827.000000 Penalty: 6921.085938
	Iteration 0F: 2 clusters Score -1.454983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -14494427.000000 Penalty: 13842.171875
	Iteration 0F: 3 clusters Score -1.449443e+07 nChanged 36369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -14513891.000000 Penalty: 13842.171875
	Iteration 1F: 3 clusters Score -1.451389e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -14514974.000000 Penalty: 13842.171875
	Iteration 2Q: 3 clusters Score -1.451497e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -14516033.000000 Penalty: 13842.171875
	Iteration 3Q: 3 clusters Score -1.451603e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -14516984.000000 Penalty: 13842.171875
	Iteration 4Q: 3 clusters Score -1.451698e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -14518034.000000 Penalty: 13842.171875
	Iteration 5Q: 3 clusters Score -1.451803e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -14519317.000000 Penalty: 13842.171875
	Iteration 6Q: 3 clusters Score -1.451932e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -14520934.000000 Penalty: 13842.171875
	Iteration 7Q: 3 clusters Score -1.452093e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -14523079.000000 Penalty: 13842.171875
	Iteration 8F: 3 clusters Score -1.452308e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -14525772.000000 Penalty: 13842.171875
	Iteration 9F: 3 clusters Score -1.452577e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -14529245.000000 Penalty: 13842.171875
	Iteration 10F: 3 clusters Score -1.452924e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -14533212.000000 Penalty: 13842.171875
	Iteration 11F: 3 clusters Score -1.453321e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -14537487.000000 Penalty: 13842.171875
	Iteration 12F: 3 clusters Score -1.453749e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -14541097.000000 Penalty: 13842.171875
	Iteration 13Q: 3 clusters Score -1.45411e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -14543620.000000 Penalty: 13842.171875
	Iteration 14Q: 3 clusters Score -1.454362e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -14545058.000000 Penalty: 13842.171875
	Iteration 15Q: 3 clusters Score -1.454506e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -14545549.000000 Penalty: 13842.171875
	Iteration 16Q: 3 clusters Score -1.454555e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -14545747.000000 Penalty: 13842.171875
	Iteration 17Q: 3 clusters Score -1.454575e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -14545791.000000 Penalty: 13842.171875
	Iteration 18Q: 3 clusters Score -1.454579e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -14545825.000000 Penalty: 13842.171875
	Iteration 19Q: 3 clusters Score -1.454582e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -14545863.000000 Penalty: 13842.171875
	Iteration 20F: 3 clusters Score -1.454586e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -14545877.000000 Penalty: 13842.171875
	Iteration 21Q: 3 clusters Score -1.454588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -14545892.000000 Penalty: 13842.171875
	Iteration 22Q: 3 clusters Score -1.454589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -14545909.000000 Penalty: 13842.171875
	Iteration 23Q: 3 clusters Score -1.454591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -14545918.000000 Penalty: 13842.171875
	Iteration 24Q: 3 clusters Score -1.454592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -14545924.000000 Penalty: 13842.171875
	Iteration 25Q: 3 clusters Score -1.454592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -14545916.000000 Penalty: 13842.171875
	Iteration 26Q: 3 clusters Score -1.454592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14545928.000000 Penalty: 13842.171875
	Iteration 27Q: 3 clusters Score -1.454593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -14545938.000000 Penalty: 13842.171875
	Iteration 28Q: 3 clusters Score -1.454594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -14545945.000000 Penalty: 13842.171875
	Iteration 29Q: 3 clusters Score -1.454594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -14545950.000000 Penalty: 13842.171875
	Iteration 30Q: 3 clusters Score -1.454595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -14545944.000000 Penalty: 13842.171875
	Iteration 31Q: 3 clusters Score -1.454594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13842.171875
	Iteration 32Q: 3 clusters Score -1.454595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13842.171875
	Iteration 33Q: 3 clusters Score -1.454595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13842.171875
	Iteration 34Q: 3 clusters Score -1.454595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -14545948.000000 Penalty: 13842.171875
	Iteration 35F: 3 clusters Score -1.454595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -83618.515625 Penalty: 3854.719238
	Iteration 0F: 2 clusters Score -83618.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80169.710938 Penalty: 7709.438477
	Iteration 0F: 3 clusters Score -80169.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80342.429688 Penalty: 7709.438477
	Iteration 1F: 3 clusters Score -80342.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80430.335938 Penalty: 7709.438477
	Iteration 2Q: 3 clusters Score -80430.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80470.468750 Penalty: 7709.438477
	Iteration 3Q: 3 clusters Score -80470.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80509.875000 Penalty: 7709.438477
	Iteration 4Q: 3 clusters Score -80509.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80525.281250 Penalty: 7709.438477
	Iteration 5Q: 3 clusters Score -80525.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80525.281250 Penalty: 7709.438477
	Iteration 6F: 3 clusters Score -80525.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -86134.242188 Penalty: 3918.119385
	Iteration 0F: 2 clusters Score -86134.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82810.593750 Penalty: 7836.238770
	Iteration 0F: 3 clusters Score -82810.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83430.843750 Penalty: 7836.238770
	Iteration 1F: 3 clusters Score -83430.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83712.562500 Penalty: 7836.238770
	Iteration 2Q: 3 clusters Score -83712.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83792.492188 Penalty: 7836.238770
	Iteration 3Q: 3 clusters Score -83792.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83828.093750 Penalty: 7836.238770
	Iteration 4Q: 3 clusters Score -83828.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83838.867188 Penalty: 7836.238770
	Iteration 5Q: 3 clusters Score -83838.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83843.820312 Penalty: 7836.238770
	Iteration 6Q: 3 clusters Score -83843.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83843.820312 Penalty: 7836.238770
	Iteration 7F: 3 clusters Score -83843.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -145832.390625 Penalty: 4232.224121
	Iteration 0F: 2 clusters Score -145832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141966.031250 Penalty: 8464.448242
	Iteration 0F: 3 clusters Score -141966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -142811.296875 Penalty: 8464.448242
	Iteration 1F: 3 clusters Score -142811.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -143528.906250 Penalty: 8464.448242
	Iteration 2F: 3 clusters Score -143528.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -144486.312500 Penalty: 8464.448242
	Iteration 3F: 3 clusters Score -144486.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -144963.531250 Penalty: 8464.448242
	Iteration 4F: 3 clusters Score -144963.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -145171.109375 Penalty: 8464.448242
	Iteration 5Q: 3 clusters Score -145171.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -145268.953125 Penalty: 8464.448242
	Iteration 6Q: 3 clusters Score -145269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -145362.375000 Penalty: 8464.448242
	Iteration 7Q: 3 clusters Score -145362.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -145440.156250 Penalty: 8464.448242
	Iteration 8Q: 3 clusters Score -145440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -145522.984375 Penalty: 8464.448242
	Iteration 9Q: 3 clusters Score -145523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -145603.171875 Penalty: 8464.448242
	Iteration 10Q: 3 clusters Score -145603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -145631.593750 Penalty: 8464.448242
	Iteration 11Q: 3 clusters Score -145631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -145647.000000 Penalty: 8464.448242
	Iteration 12Q: 3 clusters Score -145647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -145661.359375 Penalty: 8464.448242
	Iteration 13Q: 3 clusters Score -145661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -145674.578125 Penalty: 8464.448242
	Iteration 14Q: 3 clusters Score -145674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -145682.343750 Penalty: 8464.448242
	Iteration 15Q: 3 clusters Score -145682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -145689.687500 Penalty: 8464.448242
	Iteration 16Q: 3 clusters Score -145689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -145691.609375 Penalty: 8464.448242
	Iteration 17Q: 3 clusters Score -145691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -145695.156250 Penalty: 8464.448242
	Iteration 18Q: 3 clusters Score -145695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -145695.156250 Penalty: 8464.448242
	Iteration 19F: 3 clusters Score -145695.2 nChanged 0
--- Evaluating fit on full set of 3840322 points ---
Entering Unmasked Estep 
Score: -693451392.000000 Penalty: 287870.750000
22->32 Clusters: Score -693451392.000000, best is -694511360.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1280107 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 58345 members 
Mstep: Class 3 contains 58643 members 
Mstep: Class 4 contains 57930 members 
Mstep: Class 5 contains 58274 members 
Mstep: Class 6 contains 58294 members 
Mstep: Class 7 contains 58181 members 
Mstep: Class 8 contains 58058 members 
Mstep: Class 9 contains 57960 members 
Mstep: Class 10 contains 58193 members 
Mstep: Class 11 contains 58316 members 
Mstep: Class 12 contains 58456 members 
Mstep: Class 13 contains 58213 members 
Mstep: Class 14 contains 57918 members 
Mstep: Class 15 contains 58515 members 
Mstep: Class 16 contains 58022 members 
Mstep: Class 17 contains 57961 members 
Mstep: Class 18 contains 57954 members 
Mstep: Class 19 contains 58069 members 
Mstep: Class 20 contains 58286 members 
Mstep: Class 21 contains 57872 members 
Mstep: Class 22 contains 58512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 543.507935 but Gain 8613.265625
Score: -216044160.000000 Penalty: 180878.312500
Iteration 0F: 22 clusters Score -2.160442e+08 nChanged 1213950
Entering Unmasked Mstep 
Mstep: Class 0 contains 5376 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 151170 members 
Mstep: Class 5 contains 26270 members 
Mstep: Class 6 contains 206756 members 
Mstep: Class 7 contains 19167 members 
Mstep: Class 8 contains 21072 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 103285 members 
Mstep: Class 11 contains 100228 members 
Mstep: Class 12 contains 79136 members 
Mstep: Class 13 contains 133149 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 16246 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 53305 members 
Mstep: Class 18 contains 121809 members 
Mstep: Class 20 contains 71326 members 
Mstep: Class 21 contains 13044 members 
Mstep: Class 22 contains 102319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223110944.000000 Penalty: 180878.312500
Iteration 1F: 22 clusters Score -2.231109e+08 nChanged 478211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4417 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 10006 members 
Mstep: Class 4 contains 183117 members 
Mstep: Class 5 contains 16933 members 
Mstep: Class 6 contains 247023 members 
Mstep: Class 7 contains 11925 members 
Mstep: Class 8 contains 19923 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 138929 members 
Mstep: Class 11 contains 87583 members 
Mstep: Class 12 contains 77220 members 
Mstep: Class 13 contains 106242 members 
Mstep: Class 14 contains 4468 members 
Mstep: Class 15 contains 16059 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 29499 members 
Mstep: Class 18 contains 161033 members 
Mstep: Class 20 contains 65433 members 
Mstep: Class 21 contains 7547 members 
Mstep: Class 22 contains 65129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 5735.948242 but Gain 8613.250000
Score: -224470208.000000 Penalty: 172265.062500
Iteration 2F: 21 clusters Score -2.244702e+08 nChanged 367442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2325 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 186455 members 
Mstep: Class 5 contains 11718 members 
Mstep: Class 6 contains 261384 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 23392 members 
Mstep: Class 10 contains 155204 members 
Mstep: Class 11 contains 62859 members 
Mstep: Class 12 contains 108111 members 
Mstep: Class 13 contains 76859 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 17929 members 
Mstep: Class 18 contains 215056 members 
Mstep: Class 20 contains 55724 members 
Mstep: Class 21 contains 5957 members 
Mstep: Class 22 contains 42730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 6690.833008 but Gain 8613.250000
Score: -225382304.000000 Penalty: 163651.812500
Iteration 3F: 20 clusters Score -2.253823e+08 nChanged 258945
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 4 contains 178110 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 261177 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 25495 members 
Mstep: Class 10 contains 161251 members 
Mstep: Class 11 contains 43245 members 
Mstep: Class 12 contains 129989 members 
Mstep: Class 13 contains 59263 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 7900 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 17 contains 14620 members 
Mstep: Class 18 contains 269167 members 
Mstep: Class 20 contains 46900 members 
Mstep: Class 21 contains 4316 members 
Mstep: Class 22 contains 31439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225792496.000000 Penalty: 163651.812500
Iteration 4F: 20 clusters Score -2.257925e+08 nChanged 179148
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 4 contains 169471 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 256797 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 23295 members 
Mstep: Class 10 contains 170709 members 
Mstep: Class 11 contains 31502 members 
Mstep: Class 12 contains 135875 members 
Mstep: Class 13 contains 54113 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 6268 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 14670 members 
Mstep: Class 18 contains 300601 members 
Mstep: Class 20 contains 36846 members 
Mstep: Class 21 contains 3402 members 
Mstep: Class 22 contains 25342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226032960.000000 Penalty: 163651.812500
Iteration 5F: 20 clusters Score -2.26033e+08 nChanged 138849
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 4 contains 168450 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 256935 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 19145 members 
Mstep: Class 10 contains 176096 members 
Mstep: Class 11 contains 26181 members 
Mstep: Class 12 contains 134035 members 
Mstep: Class 13 contains 56953 members 
Mstep: Class 14 contains 5907 members 
Mstep: Class 15 contains 5708 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 310092 members 
Mstep: Class 20 contains 30088 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 20945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226174912.000000 Penalty: 163651.812500
Iteration 6F: 20 clusters Score -2.261749e+08 nChanged 112550
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 4 contains 173285 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 258451 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 8 contains 15910 members 
Mstep: Class 10 contains 179108 members 
Mstep: Class 11 contains 23997 members 
Mstep: Class 12 contains 129758 members 
Mstep: Class 13 contains 60487 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 17600 members 
Mstep: Class 18 contains 307615 members 
Mstep: Class 20 contains 26159 members 
Mstep: Class 21 contains 3311 members 
Mstep: Class 22 contains 17628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226271264.000000 Penalty: 163651.812500
Iteration 7F: 20 clusters Score -2.262713e+08 nChanged 92928
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 4000 members 
Mstep: Class 4 contains 180308 members 
Mstep: Class 5 contains 10731 members 
Mstep: Class 6 contains 258319 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 14067 members 
Mstep: Class 10 contains 182817 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 124920 members 
Mstep: Class 13 contains 63910 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 5871 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 19728 members 
Mstep: Class 18 contains 299038 members 
Mstep: Class 20 contains 24075 members 
Mstep: Class 21 contains 3300 members 
Mstep: Class 22 contains 15385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226341936.000000 Penalty: 163651.812500
Iteration 8F: 20 clusters Score -2.263419e+08 nChanged 77589
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 4 contains 187065 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 256120 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 8 contains 13210 members 
Mstep: Class 10 contains 188192 members 
Mstep: Class 11 contains 23009 members 
Mstep: Class 12 contains 120223 members 
Mstep: Class 13 contains 66763 members 
Mstep: Class 14 contains 8993 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 22245 members 
Mstep: Class 18 contains 288677 members 
Mstep: Class 20 contains 23101 members 
Mstep: Class 21 contains 3295 members 
Mstep: Class 22 contains 14115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226403872.000000 Penalty: 163651.812500
Iteration 9F: 20 clusters Score -2.264039e+08 nChanged 66725
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 4 contains 192612 members 
Mstep: Class 5 contains 11597 members 
Mstep: Class 6 contains 251632 members 
Mstep: Class 7 contains 8963 members 
Mstep: Class 8 contains 12876 members 
Mstep: Class 10 contains 195131 members 
Mstep: Class 11 contains 23137 members 
Mstep: Class 12 contains 115807 members 
Mstep: Class 13 contains 69263 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 25323 members 
Mstep: Class 18 contains 278162 members 
Mstep: Class 20 contains 22718 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 13589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226448880.000000 Penalty: 163651.812500
Iteration 10F: 20 clusters Score -2.264489e+08 nChanged 56547
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 4323 members 
Mstep: Class 4 contains 196475 members 
Mstep: Class 5 contains 10946 members 
Mstep: Class 6 contains 246287 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 12902 members 
Mstep: Class 10 contains 203027 members 
Mstep: Class 11 contains 22783 members 
Mstep: Class 12 contains 111867 members 
Mstep: Class 13 contains 71272 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 6304 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 28399 members 
Mstep: Class 18 contains 269603 members 
Mstep: Class 20 contains 22693 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 13390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226480912.000000 Penalty: 163651.812500
Iteration 11Q: 20 clusters Score -2.264809e+08 nChanged 47757
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 4 contains 198929 members 
Mstep: Class 5 contains 10381 members 
Mstep: Class 6 contains 240494 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 10 contains 211814 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 108249 members 
Mstep: Class 13 contains 72558 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 6383 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 263191 members 
Mstep: Class 20 contains 23008 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 13526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226507056.000000 Penalty: 163651.812500
Iteration 12Q: 20 clusters Score -2.265071e+08 nChanged 41357
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 4 contains 200224 members 
Mstep: Class 5 contains 10189 members 
Mstep: Class 6 contains 234770 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 13631 members 
Mstep: Class 10 contains 221174 members 
Mstep: Class 11 contains 20618 members 
Mstep: Class 12 contains 104812 members 
Mstep: Class 13 contains 73330 members 
Mstep: Class 14 contains 11003 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 32753 members 
Mstep: Class 18 contains 258110 members 
Mstep: Class 20 contains 23335 members 
Mstep: Class 21 contains 3274 members 
Mstep: Class 22 contains 13701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226525568.000000 Penalty: 163651.812500
Iteration 13Q: 20 clusters Score -2.265256e+08 nChanged 37700
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 4 contains 200225 members 
Mstep: Class 5 contains 10139 members 
Mstep: Class 6 contains 229457 members 
Mstep: Class 7 contains 9769 members 
Mstep: Class 8 contains 14227 members 
Mstep: Class 10 contains 231128 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 101511 members 
Mstep: Class 13 contains 74115 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 34849 members 
Mstep: Class 18 contains 253220 members 
Mstep: Class 20 contains 23618 members 
Mstep: Class 21 contains 3268 members 
Mstep: Class 22 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226544576.000000 Penalty: 163651.812500
Iteration 14Q: 20 clusters Score -2.265446e+08 nChanged 34702
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 4 contains 198988 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 224759 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 14837 members 
Mstep: Class 10 contains 241259 members 
Mstep: Class 11 contains 17648 members 
Mstep: Class 12 contains 98311 members 
Mstep: Class 13 contains 74982 members 
Mstep: Class 14 contains 11878 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 37113 members 
Mstep: Class 18 contains 248886 members 
Mstep: Class 20 contains 23818 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 14171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226561152.000000 Penalty: 163651.812500
Iteration 15Q: 20 clusters Score -2.265612e+08 nChanged 31957
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 4520 members 
Mstep: Class 4 contains 197037 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 220371 members 
Mstep: Class 7 contains 9676 members 
Mstep: Class 8 contains 15543 members 
Mstep: Class 10 contains 251325 members 
Mstep: Class 11 contains 16071 members 
Mstep: Class 12 contains 95218 members 
Mstep: Class 13 contains 75687 members 
Mstep: Class 14 contains 12164 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 39277 members 
Mstep: Class 18 contains 245326 members 
Mstep: Class 20 contains 24031 members 
Mstep: Class 21 contains 3242 members 
Mstep: Class 22 contains 14421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226576336.000000 Penalty: 163651.812500
Iteration 16Q: 20 clusters Score -2.265763e+08 nChanged 28734
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 4 contains 194349 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 216281 members 
Mstep: Class 7 contains 9564 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 10 contains 261316 members 
Mstep: Class 11 contains 14668 members 
Mstep: Class 12 contains 92337 members 
Mstep: Class 13 contains 75922 members 
Mstep: Class 14 contains 12365 members 
Mstep: Class 15 contains 6385 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 41189 members 
Mstep: Class 18 contains 242826 members 
Mstep: Class 20 contains 24224 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226588720.000000 Penalty: 163651.812500
Iteration 17Q: 20 clusters Score -2.265887e+08 nChanged 25959
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 4 contains 191317 members 
Mstep: Class 5 contains 10122 members 
Mstep: Class 6 contains 212334 members 
Mstep: Class 7 contains 9428 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 10 contains 271048 members 
Mstep: Class 11 contains 13469 members 
Mstep: Class 12 contains 89724 members 
Mstep: Class 13 contains 75880 members 
Mstep: Class 14 contains 12473 members 
Mstep: Class 15 contains 6365 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 42671 members 
Mstep: Class 18 contains 241217 members 
Mstep: Class 20 contains 24443 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 22 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226597440.000000 Penalty: 163651.812500
Iteration 18Q: 20 clusters Score -2.265974e+08 nChanged 23333
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 4 contains 188000 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 208769 members 
Mstep: Class 7 contains 9295 members 
Mstep: Class 8 contains 18038 members 
Mstep: Class 10 contains 280156 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 87421 members 
Mstep: Class 13 contains 75949 members 
Mstep: Class 14 contains 12522 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 240160 members 
Mstep: Class 20 contains 24585 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 14831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226604608.000000 Penalty: 163651.812500
Iteration 19Q: 20 clusters Score -2.266046e+08 nChanged 21449
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 4 contains 184542 members 
Mstep: Class 5 contains 10119 members 
Mstep: Class 6 contains 205611 members 
Mstep: Class 7 contains 9160 members 
Mstep: Class 8 contains 18873 members 
Mstep: Class 10 contains 288668 members 
Mstep: Class 11 contains 11844 members 
Mstep: Class 12 contains 85359 members 
Mstep: Class 13 contains 76159 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 44776 members 
Mstep: Class 18 contains 239251 members 
Mstep: Class 20 contains 24701 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 14904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226612032.000000 Penalty: 163651.812500
Iteration 20F: 20 clusters Score -2.26612e+08 nChanged 20514
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 4 contains 180747 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 202883 members 
Mstep: Class 7 contains 9016 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 10 contains 296841 members 
Mstep: Class 11 contains 11370 members 
Mstep: Class 12 contains 83550 members 
Mstep: Class 13 contains 76563 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 45465 members 
Mstep: Class 18 contains 238391 members 
Mstep: Class 20 contains 24777 members 
Mstep: Class 21 contains 3129 members 
Mstep: Class 22 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226619824.000000 Penalty: 163651.812500
Iteration 21Q: 20 clusters Score -2.266198e+08 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 4 contains 176888 members 
Mstep: Class 5 contains 10108 members 
Mstep: Class 6 contains 200402 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 8 contains 20661 members 
Mstep: Class 10 contains 304786 members 
Mstep: Class 11 contains 11001 members 
Mstep: Class 12 contains 81902 members 
Mstep: Class 13 contains 77151 members 
Mstep: Class 14 contains 12599 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 45883 members 
Mstep: Class 18 contains 237635 members 
Mstep: Class 20 contains 24732 members 
Mstep: Class 21 contains 3074 members 
Mstep: Class 22 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226625984.000000 Penalty: 163651.812500
Iteration 22Q: 20 clusters Score -2.26626e+08 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 4 contains 172715 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 198041 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 10 contains 312866 members 
Mstep: Class 11 contains 10726 members 
Mstep: Class 12 contains 80415 members 
Mstep: Class 13 contains 77839 members 
Mstep: Class 14 contains 12596 members 
Mstep: Class 15 contains 6187 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 46108 members 
Mstep: Class 18 contains 236887 members 
Mstep: Class 20 contains 24628 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 15048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226632064.000000 Penalty: 163651.812500
Iteration 23Q: 20 clusters Score -2.266321e+08 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 4 contains 168681 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 195995 members 
Mstep: Class 7 contains 8680 members 
Mstep: Class 8 contains 22649 members 
Mstep: Class 10 contains 320691 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 78954 members 
Mstep: Class 13 contains 78593 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 46083 members 
Mstep: Class 18 contains 236109 members 
Mstep: Class 20 contains 24492 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 14985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226639056.000000 Penalty: 163651.812500
Iteration 24Q: 20 clusters Score -2.266391e+08 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 4 contains 164610 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 194102 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 23667 members 
Mstep: Class 10 contains 328369 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 12 contains 77604 members 
Mstep: Class 13 contains 79382 members 
Mstep: Class 14 contains 12575 members 
Mstep: Class 15 contains 6109 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 45940 members 
Mstep: Class 18 contains 235314 members 
Mstep: Class 20 contains 24268 members 
Mstep: Class 21 contains 2975 members 
Mstep: Class 22 contains 14908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226644448.000000 Penalty: 163651.812500
Iteration 25Q: 20 clusters Score -2.266444e+08 nChanged 18150
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 4 contains 160678 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 192214 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 24667 members 
Mstep: Class 10 contains 335963 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 76381 members 
Mstep: Class 13 contains 80171 members 
Mstep: Class 14 contains 12565 members 
Mstep: Class 15 contains 6071 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 45647 members 
Mstep: Class 18 contains 234464 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226651184.000000 Penalty: 163651.812500
Iteration 26Q: 20 clusters Score -2.266512e+08 nChanged 17617
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 4 contains 156644 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 190316 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 25606 members 
Mstep: Class 10 contains 343615 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 75317 members 
Mstep: Class 13 contains 81013 members 
Mstep: Class 14 contains 12517 members 
Mstep: Class 15 contains 6028 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 18 contains 233530 members 
Mstep: Class 20 contains 23701 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226657808.000000 Penalty: 163651.812500
Iteration 27Q: 20 clusters Score -2.266578e+08 nChanged 17080
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 3173 members 
Mstep: Class 4 contains 152835 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 6 contains 188326 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 26498 members 
Mstep: Class 10 contains 351301 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 74328 members 
Mstep: Class 13 contains 81880 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 5980 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 44620 members 
Mstep: Class 18 contains 232442 members 
Mstep: Class 20 contains 23400 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226662688.000000 Penalty: 163651.812500
Iteration 28Q: 20 clusters Score -2.266627e+08 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 4 contains 148967 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 186502 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 27260 members 
Mstep: Class 10 contains 359086 members 
Mstep: Class 11 contains 9844 members 
Mstep: Class 12 contains 73439 members 
Mstep: Class 13 contains 82675 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 44066 members 
Mstep: Class 18 contains 231156 members 
Mstep: Class 20 contains 23145 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 14759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226667904.000000 Penalty: 163651.812500
Iteration 29Q: 20 clusters Score -2.266679e+08 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 4 contains 145094 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 184640 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 27976 members 
Mstep: Class 10 contains 367056 members 
Mstep: Class 11 contains 9763 members 
Mstep: Class 12 contains 72702 members 
Mstep: Class 13 contains 83475 members 
Mstep: Class 14 contains 12174 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 43418 members 
Mstep: Class 18 contains 229672 members 
Mstep: Class 20 contains 22891 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 14776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226671392.000000 Penalty: 163651.812500
Iteration 30Q: 20 clusters Score -2.266714e+08 nChanged 16712
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 3045 members 
Mstep: Class 4 contains 141550 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 182657 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 28620 members 
Mstep: Class 10 contains 374950 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 72068 members 
Mstep: Class 13 contains 84363 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 3390 members 
Mstep: Class 17 contains 42791 members 
Mstep: Class 18 contains 227976 members 
Mstep: Class 20 contains 22648 members 
Mstep: Class 21 contains 2931 members 
Mstep: Class 22 contains 14779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226678192.000000 Penalty: 163651.812500
Iteration 31Q: 20 clusters Score -2.266782e+08 nChanged 17064
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 4 contains 138294 members 
Mstep: Class 5 contains 10088 members 
Mstep: Class 6 contains 180541 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 29225 members 
Mstep: Class 10 contains 382853 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 71544 members 
Mstep: Class 13 contains 85341 members 
Mstep: Class 14 contains 11721 members 
Mstep: Class 15 contains 5733 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 42230 members 
Mstep: Class 18 contains 225937 members 
Mstep: Class 20 contains 22392 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226685280.000000 Penalty: 163651.812500
Iteration 32Q: 20 clusters Score -2.266853e+08 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 4 contains 135642 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 178283 members 
Mstep: Class 7 contains 8437 members 
Mstep: Class 8 contains 29789 members 
Mstep: Class 10 contains 390684 members 
Mstep: Class 11 contains 9415 members 
Mstep: Class 12 contains 71130 members 
Mstep: Class 13 contains 86306 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 41607 members 
Mstep: Class 18 contains 223351 members 
Mstep: Class 20 contains 22225 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 14770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226692000.000000 Penalty: 163651.812500
Iteration 33Q: 20 clusters Score -2.26692e+08 nChanged 17960
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 4 contains 133604 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 175805 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 30332 members 
Mstep: Class 10 contains 398432 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 70846 members 
Mstep: Class 13 contains 87266 members 
Mstep: Class 14 contains 11743 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 40847 members 
Mstep: Class 18 contains 220242 members 
Mstep: Class 20 contains 22065 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 14741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226698976.000000 Penalty: 163651.812500
Iteration 34Q: 20 clusters Score -2.26699e+08 nChanged 18237
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 4 contains 132498 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 173335 members 
Mstep: Class 7 contains 8432 members 
Mstep: Class 8 contains 30806 members 
Mstep: Class 10 contains 405994 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 70676 members 
Mstep: Class 13 contains 88186 members 
Mstep: Class 14 contains 11897 members 
Mstep: Class 15 contains 5466 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 17 contains 40003 members 
Mstep: Class 18 contains 216323 members 
Mstep: Class 20 contains 21951 members 
Mstep: Class 21 contains 2921 members 
Mstep: Class 22 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226705360.000000 Penalty: 163651.812500
Iteration 35Q: 20 clusters Score -2.267054e+08 nChanged 18556
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 4 contains 132528 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 170917 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 31197 members 
Mstep: Class 10 contains 413228 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 70620 members 
Mstep: Class 13 contains 89095 members 
Mstep: Class 14 contains 12036 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 39216 members 
Mstep: Class 18 contains 211357 members 
Mstep: Class 20 contains 21875 members 
Mstep: Class 21 contains 2921 members 
Mstep: Class 22 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226714208.000000 Penalty: 163651.812500
Iteration 36Q: 20 clusters Score -2.267142e+08 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 4 contains 133501 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 168572 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 31525 members 
Mstep: Class 10 contains 420229 members 
Mstep: Class 11 contains 8765 members 
Mstep: Class 12 contains 70670 members 
Mstep: Class 13 contains 90048 members 
Mstep: Class 14 contains 12150 members 
Mstep: Class 15 contains 5344 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 38364 members 
Mstep: Class 18 contains 205658 members 
Mstep: Class 20 contains 21812 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226724096.000000 Penalty: 163651.812500
Iteration 37Q: 20 clusters Score -2.267241e+08 nChanged 19122
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 4 contains 134740 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 166403 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 10 contains 426992 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 70755 members 
Mstep: Class 13 contains 90900 members 
Mstep: Class 14 contains 12253 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 37423 members 
Mstep: Class 18 contains 199905 members 
Mstep: Class 20 contains 21811 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226734944.000000 Penalty: 163651.812500
Iteration 38Q: 20 clusters Score -2.267349e+08 nChanged 18416
Entering ConstructFrom: 
Score: -226734944.000000 Penalty: 163651.812500
Entering ConstructFrom: 
Trying to split cluster 1 (30528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Entering Unmasked Estep 
Score: -5491114.500000 Penalty: 6324.919922
	Iteration 0F: 2 clusters Score -5491114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5467854.500000 Penalty: 12649.839844
	Iteration 0F: 3 clusters Score -5467854 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5474949.000000 Penalty: 12649.839844
	Iteration 1F: 3 clusters Score -5474949 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5476091.000000 Penalty: 12649.839844
	Iteration 2F: 3 clusters Score -5476091 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5477433.500000 Penalty: 12649.839844
	Iteration 3F: 3 clusters Score -5477434 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5478920.000000 Penalty: 12649.839844
	Iteration 4F: 3 clusters Score -5478920 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -5480424.500000 Penalty: 12649.839844
	Iteration 5F: 3 clusters Score -5480424 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5481880.500000 Penalty: 12649.839844
	Iteration 6F: 3 clusters Score -5481880 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5483512.000000 Penalty: 12649.839844
	Iteration 7F: 3 clusters Score -5483512 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5484980.500000 Penalty: 12649.839844
	Iteration 8F: 3 clusters Score -5484980 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -5486117.500000 Penalty: 12649.839844
	Iteration 9F: 3 clusters Score -5486118 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -5486919.000000 Penalty: 12649.839844
	Iteration 10Q: 3 clusters Score -5486919 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5487548.500000 Penalty: 12649.839844
	Iteration 11Q: 3 clusters Score -5487548 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -5488067.500000 Penalty: 12649.839844
	Iteration 12Q: 3 clusters Score -5488068 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5488407.000000 Penalty: 12649.839844
	Iteration 13Q: 3 clusters Score -5488407 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5488656.000000 Penalty: 12649.839844
	Iteration 14Q: 3 clusters Score -5488656 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5488854.000000 Penalty: 12649.839844
	Iteration 15Q: 3 clusters Score -5488854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -5488967.500000 Penalty: 12649.839844
	Iteration 16Q: 3 clusters Score -5488968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5489060.500000 Penalty: 12649.839844
	Iteration 17Q: 3 clusters Score -5489060 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5489149.500000 Penalty: 12649.839844
	Iteration 18Q: 3 clusters Score -5489150 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -5489231.000000 Penalty: 12649.839844
	Iteration 19Q: 3 clusters Score -5489231 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5489283.500000 Penalty: 12649.839844
	Iteration 20F: 3 clusters Score -5489284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5489324.500000 Penalty: 12649.839844
	Iteration 21Q: 3 clusters Score -5489324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5489356.000000 Penalty: 12649.839844
	Iteration 22Q: 3 clusters Score -5489356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -5489354.500000 Penalty: 12649.839844
	Iteration 23Q: 3 clusters Score -5489354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5489379.000000 Penalty: 12649.839844
	Iteration 24Q: 3 clusters Score -5489379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5489370.500000 Penalty: 12649.839844
	Iteration 25Q: 3 clusters Score -5489370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5489385.500000 Penalty: 12649.839844
	Iteration 26Q: 3 clusters Score -5489386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -5489396.500000 Penalty: 12649.839844
	Iteration 27Q: 3 clusters Score -5489396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -5489404.000000 Penalty: 12649.839844
	Iteration 28Q: 3 clusters Score -5489404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5489411.000000 Penalty: 12649.839844
	Iteration 29Q: 3 clusters Score -5489411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5489426.500000 Penalty: 12649.839844
	Iteration 30Q: 3 clusters Score -5489426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5489413.000000 Penalty: 12649.839844
	Iteration 31Q: 3 clusters Score -5489413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -5489416.000000 Penalty: 12649.839844
	Iteration 32Q: 3 clusters Score -5489416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -5489414.000000 Penalty: 12649.839844
	Iteration 33Q: 3 clusters Score -5489414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5489412.500000 Penalty: 12649.839844
	Iteration 34Q: 3 clusters Score -5489412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5489419.000000 Penalty: 12649.839844
	Iteration 35Q: 3 clusters Score -5489419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -5489427.500000 Penalty: 12649.839844
	Iteration 36Q: 3 clusters Score -5489428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5489423.500000 Penalty: 12649.839844
	Iteration 37Q: 3 clusters Score -5489424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5489423.500000 Penalty: 12649.839844
	Iteration 38F: 3 clusters Score -5489424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Entering Unmasked Estep 
Score: -491216.968750 Penalty: 4918.027832
	Iteration 0F: 2 clusters Score -491217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -485599.281250 Penalty: 9836.055664
	Iteration 0F: 3 clusters Score -485599.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -487045.250000 Penalty: 9836.055664
	Iteration 1F: 3 clusters Score -487045.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -488023.343750 Penalty: 9836.055664
	Iteration 2F: 3 clusters Score -488023.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -488887.750000 Penalty: 9836.055664
	Iteration 3F: 3 clusters Score -488887.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -489460.000000 Penalty: 9836.055664
	Iteration 4F: 3 clusters Score -489460 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -489742.312500 Penalty: 9836.055664
	Iteration 5Q: 3 clusters Score -489742.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -489884.843750 Penalty: 9836.055664
	Iteration 6Q: 3 clusters Score -489884.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -489978.687500 Penalty: 9836.055664
	Iteration 7Q: 3 clusters Score -489978.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -490072.093750 Penalty: 9836.055664
	Iteration 8Q: 3 clusters Score -490072.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -490190.687500 Penalty: 9836.055664
	Iteration 9Q: 3 clusters Score -490190.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -490316.656250 Penalty: 9836.055664
	Iteration 10Q: 3 clusters Score -490316.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -490401.187500 Penalty: 9836.055664
	Iteration 11Q: 3 clusters Score -490401.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -490486.250000 Penalty: 9836.055664
	Iteration 12Q: 3 clusters Score -490486.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -490578.656250 Penalty: 9836.055664
	Iteration 13Q: 3 clusters Score -490578.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -490657.562500 Penalty: 9836.055664
	Iteration 14Q: 3 clusters Score -490657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -490695.562500 Penalty: 9836.055664
	Iteration 15Q: 3 clusters Score -490695.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -490709.312500 Penalty: 9836.055664
	Iteration 16Q: 3 clusters Score -490709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -490716.812500 Penalty: 9836.055664
	Iteration 17Q: 3 clusters Score -490716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -490723.156250 Penalty: 9836.055664
	Iteration 18Q: 3 clusters Score -490723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -490731.000000 Penalty: 9836.055664
	Iteration 19Q: 3 clusters Score -490731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -490765.468750 Penalty: 9836.055664
	Iteration 20F: 3 clusters Score -490765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -490811.531250 Penalty: 9836.055664
	Iteration 21Q: 3 clusters Score -490811.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -490824.562500 Penalty: 9836.055664
	Iteration 22Q: 3 clusters Score -490824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -490830.968750 Penalty: 9836.055664
	Iteration 23Q: 3 clusters Score -490831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -490832.437500 Penalty: 9836.055664
	Iteration 24Q: 3 clusters Score -490832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -490833.031250 Penalty: 9836.055664
	Iteration 25Q: 3 clusters Score -490833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -490833.968750 Penalty: 9836.055664
	Iteration 26Q: 3 clusters Score -490834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -490835.500000 Penalty: 9836.055664
	Iteration 27Q: 3 clusters Score -490835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -490835.500000 Penalty: 9836.055664
	Iteration 28F: 3 clusters Score -490835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (135999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Entering Unmasked Estep 
Score: -24413936.000000 Penalty: 7239.997070
	Iteration 0F: 2 clusters Score -2.441394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -24322082.000000 Penalty: 14479.994141
	Iteration 0F: 3 clusters Score -2.432208e+07 nChanged 62912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -24357626.000000 Penalty: 14479.994141
	Iteration 1F: 3 clusters Score -2.435763e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -24359412.000000 Penalty: 14479.994141
	Iteration 2Q: 3 clusters Score -2.435941e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -24361804.000000 Penalty: 14479.994141
	Iteration 3Q: 3 clusters Score -2.43618e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -24365254.000000 Penalty: 14479.994141
	Iteration 4Q: 3 clusters Score -2.436525e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -24369696.000000 Penalty: 14479.994141
	Iteration 5F: 3 clusters Score -2.43697e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -24375044.000000 Penalty: 14479.994141
	Iteration 6F: 3 clusters Score -2.437504e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -24381068.000000 Penalty: 14479.994141
	Iteration 7F: 3 clusters Score -2.438107e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -24386904.000000 Penalty: 14479.994141
	Iteration 8F: 3 clusters Score -2.43869e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -24391526.000000 Penalty: 14479.994141
	Iteration 9Q: 3 clusters Score -2.439153e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -24394934.000000 Penalty: 14479.994141
	Iteration 10Q: 3 clusters Score -2.439493e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -24397008.000000 Penalty: 14479.994141
	Iteration 11Q: 3 clusters Score -2.439701e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -24398362.000000 Penalty: 14479.994141
	Iteration 12Q: 3 clusters Score -2.439836e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -24399204.000000 Penalty: 14479.994141
	Iteration 13Q: 3 clusters Score -2.43992e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -24399914.000000 Penalty: 14479.994141
	Iteration 14Q: 3 clusters Score -2.439991e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115456 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -24400730.000000 Penalty: 14479.994141
	Iteration 15Q: 3 clusters Score -2.440073e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -24401290.000000 Penalty: 14479.994141
	Iteration 16Q: 3 clusters Score -2.440129e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -24401880.000000 Penalty: 14479.994141
	Iteration 17Q: 3 clusters Score -2.440188e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120557 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -24402574.000000 Penalty: 14479.994141
	Iteration 18Q: 3 clusters Score -2.440257e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122153 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -24403120.000000 Penalty: 14479.994141
	Iteration 19Q: 3 clusters Score -2.440312e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -24403794.000000 Penalty: 14479.994141
	Iteration 20F: 3 clusters Score -2.440379e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -24404512.000000 Penalty: 14479.994141
	Iteration 21Q: 3 clusters Score -2.440451e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126709 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -24405304.000000 Penalty: 14479.994141
	Iteration 22Q: 3 clusters Score -2.44053e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -24405888.000000 Penalty: 14479.994141
	Iteration 23Q: 3 clusters Score -2.440589e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -24406430.000000 Penalty: 14479.994141
	Iteration 24Q: 3 clusters Score -2.440643e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130128 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -24406874.000000 Penalty: 14479.994141
	Iteration 25Q: 3 clusters Score -2.440687e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -24407182.000000 Penalty: 14479.994141
	Iteration 26Q: 3 clusters Score -2.440718e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131518 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -24407476.000000 Penalty: 14479.994141
	Iteration 27Q: 3 clusters Score -2.440748e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132010 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -24407704.000000 Penalty: 14479.994141
	Iteration 28Q: 3 clusters Score -2.44077e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132376 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -24407904.000000 Penalty: 14479.994141
	Iteration 29Q: 3 clusters Score -2.44079e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132671 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -24408070.000000 Penalty: 14479.994141
	Iteration 30Q: 3 clusters Score -2.440807e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -24408190.000000 Penalty: 14479.994141
	Iteration 31Q: 3 clusters Score -2.440819e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133081 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -24408308.000000 Penalty: 14479.994141
	Iteration 32Q: 3 clusters Score -2.440831e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133259 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -24408434.000000 Penalty: 14479.994141
	Iteration 33Q: 3 clusters Score -2.440843e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133408 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -24408478.000000 Penalty: 14479.994141
	Iteration 34Q: 3 clusters Score -2.440848e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133499 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -24408588.000000 Penalty: 14479.994141
	Iteration 35Q: 3 clusters Score -2.440859e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -24408640.000000 Penalty: 14479.994141
	Iteration 36Q: 3 clusters Score -2.440864e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133670 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -24408656.000000 Penalty: 14479.994141
	Iteration 37Q: 3 clusters Score -2.440866e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24408766.000000 Penalty: 14479.994141
	Iteration 38Q: 3 clusters Score -2.440877e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133796 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -24408826.000000 Penalty: 14479.994141
	Iteration 39Q: 3 clusters Score -2.440883e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133840 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -24408894.000000 Penalty: 14479.994141
	Iteration 40F: 3 clusters Score -2.440889e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24408944.000000 Penalty: 14479.994141
	Iteration 41Q: 3 clusters Score -2.440894e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133932 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -24409008.000000 Penalty: 14479.994141
	Iteration 42Q: 3 clusters Score -2.440901e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133969 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -24409096.000000 Penalty: 14479.994141
	Iteration 43Q: 3 clusters Score -2.44091e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -24409186.000000 Penalty: 14479.994141
	Iteration 44Q: 3 clusters Score -2.440919e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -24409302.000000 Penalty: 14479.994141
	Iteration 45Q: 3 clusters Score -2.44093e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -24409618.000000 Penalty: 14479.994141
	Iteration 46Q: 3 clusters Score -2.440962e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -24409996.000000 Penalty: 14479.994141
	Iteration 47Q: 3 clusters Score -2.441e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134048 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -24410360.000000 Penalty: 14479.994141
	Iteration 48Q: 3 clusters Score -2.441036e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133919 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -24410572.000000 Penalty: 14479.994141
	Iteration 49Q: 3 clusters Score -2.441057e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133768 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24410760.000000 Penalty: 14479.994141
	Iteration 50Q: 3 clusters Score -2.441076e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -24410968.000000 Penalty: 14479.994141
	Iteration 51Q: 3 clusters Score -2.441097e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -24411104.000000 Penalty: 14479.994141
	Iteration 52Q: 3 clusters Score -2.44111e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133356 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -24411172.000000 Penalty: 14479.994141
	Iteration 53Q: 3 clusters Score -2.441117e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -24411280.000000 Penalty: 14479.994141
	Iteration 54Q: 3 clusters Score -2.441128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133188 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24411252.000000 Penalty: 14479.994141
	Iteration 55Q: 3 clusters Score -2.441125e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133146 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -24411300.000000 Penalty: 14479.994141
	Iteration 56Q: 3 clusters Score -2.44113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133106 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -24411352.000000 Penalty: 14479.994141
	Iteration 57Q: 3 clusters Score -2.441135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -24411330.000000 Penalty: 14479.994141
	Iteration 58Q: 3 clusters Score -2.441133e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -24411372.000000 Penalty: 14479.994141
	Iteration 59Q: 3 clusters Score -2.441137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -24411398.000000 Penalty: 14479.994141
	Iteration 60F: 3 clusters Score -2.44114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132925 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -24411438.000000 Penalty: 14479.994141
	Iteration 61Q: 3 clusters Score -2.441144e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -24411426.000000 Penalty: 14479.994141
	Iteration 62Q: 3 clusters Score -2.441143e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132825 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -24411418.000000 Penalty: 14479.994141
	Iteration 63Q: 3 clusters Score -2.441142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132785 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -24411406.000000 Penalty: 14479.994141
	Iteration 64Q: 3 clusters Score -2.441141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132754 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -24411436.000000 Penalty: 14479.994141
	Iteration 65Q: 3 clusters Score -2.441144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -24411430.000000 Penalty: 14479.994141
	Iteration 66Q: 3 clusters Score -2.441143e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -24411420.000000 Penalty: 14479.994141
	Iteration 67Q: 3 clusters Score -2.441142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -24411442.000000 Penalty: 14479.994141
	Iteration 68Q: 3 clusters Score -2.441144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132631 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -24411426.000000 Penalty: 14479.994141
	Iteration 69Q: 3 clusters Score -2.441143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132606 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -24411418.000000 Penalty: 14479.994141
	Iteration 70Q: 3 clusters Score -2.441142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -24411450.000000 Penalty: 14479.994141
	Iteration 71Q: 3 clusters Score -2.441145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132574 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -24411466.000000 Penalty: 14479.994141
	Iteration 72Q: 3 clusters Score -2.441147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132556 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -24411482.000000 Penalty: 14479.994141
	Iteration 73Q: 3 clusters Score -2.441148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -24411472.000000 Penalty: 14479.994141
	Iteration 74Q: 3 clusters Score -2.441147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -24411462.000000 Penalty: 14479.994141
	Iteration 75Q: 3 clusters Score -2.441146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132518 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -24411460.000000 Penalty: 14479.994141
	Iteration 76Q: 3 clusters Score -2.441146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132510 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -24411448.000000 Penalty: 14479.994141
	Iteration 77Q: 3 clusters Score -2.441145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -24411462.000000 Penalty: 14479.994141
	Iteration 78Q: 3 clusters Score -2.441146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132490 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -24411462.000000 Penalty: 14479.994141
	Iteration 79Q: 3 clusters Score -2.441146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -24411468.000000 Penalty: 14479.994141
	Iteration 80F: 3 clusters Score -2.441147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132483 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -24411464.000000 Penalty: 14479.994141
	Iteration 81Q: 3 clusters Score -2.441146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -24411484.000000 Penalty: 14479.994141
	Iteration 82Q: 3 clusters Score -2.441148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132475 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -24411486.000000 Penalty: 14479.994141
	Iteration 83Q: 3 clusters Score -2.441149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132471 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -24411448.000000 Penalty: 14479.994141
	Iteration 84Q: 3 clusters Score -2.441145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -24411462.000000 Penalty: 14479.994141
	Iteration 85Q: 3 clusters Score -2.441146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -24411468.000000 Penalty: 14479.994141
	Iteration 86Q: 3 clusters Score -2.441147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -24411478.000000 Penalty: 14479.994141
	Iteration 87Q: 3 clusters Score -2.441148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -24411478.000000 Penalty: 14479.994141
	Iteration 88F: 3 clusters Score -2.441148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -1809748.625000 Penalty: 5646.274902
	Iteration 0F: 2 clusters Score -1809749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1799560.375000 Penalty: 11292.549805
	Iteration 0F: 3 clusters Score -1799560 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1801826.750000 Penalty: 11292.549805
	Iteration 1F: 3 clusters Score -1801827 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1802676.375000 Penalty: 11292.549805
	Iteration 2F: 3 clusters Score -1802676 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1803695.250000 Penalty: 11292.549805
	Iteration 3F: 3 clusters Score -1803695 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1804789.625000 Penalty: 11292.549805
	Iteration 4F: 3 clusters Score -1804790 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1805856.375000 Penalty: 11292.549805
	Iteration 5F: 3 clusters Score -1805856 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1806673.500000 Penalty: 11292.549805
	Iteration 6F: 3 clusters Score -1806674 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1807144.375000 Penalty: 11292.549805
	Iteration 7Q: 3 clusters Score -1807144 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1807426.500000 Penalty: 11292.549805
	Iteration 8Q: 3 clusters Score -1807426 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1807590.500000 Penalty: 11292.549805
	Iteration 9Q: 3 clusters Score -1807590 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1807680.500000 Penalty: 11292.549805
	Iteration 10Q: 3 clusters Score -1807680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1807733.375000 Penalty: 11292.549805
	Iteration 11Q: 3 clusters Score -1807733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1807771.000000 Penalty: 11292.549805
	Iteration 12Q: 3 clusters Score -1807771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1807803.000000 Penalty: 11292.549805
	Iteration 13Q: 3 clusters Score -1807803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1807812.875000 Penalty: 11292.549805
	Iteration 14Q: 3 clusters Score -1807813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1807823.250000 Penalty: 11292.549805
	Iteration 15Q: 3 clusters Score -1807823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1807835.500000 Penalty: 11292.549805
	Iteration 16Q: 3 clusters Score -1807836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1807841.000000 Penalty: 11292.549805
	Iteration 17Q: 3 clusters Score -1807841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1807844.000000 Penalty: 11292.549805
	Iteration 18Q: 3 clusters Score -1807844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1807849.500000 Penalty: 11292.549805
	Iteration 19Q: 3 clusters Score -1807850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1807857.625000 Penalty: 11292.549805
	Iteration 20F: 3 clusters Score -1807858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1807854.625000 Penalty: 11292.549805
	Iteration 21Q: 3 clusters Score -1807855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1807856.375000 Penalty: 11292.549805
	Iteration 22Q: 3 clusters Score -1807856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1807862.000000 Penalty: 11292.549805
	Iteration 23Q: 3 clusters Score -1807862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1807859.125000 Penalty: 11292.549805
	Iteration 24Q: 3 clusters Score -1807859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1807858.000000 Penalty: 11292.549805
	Iteration 25Q: 3 clusters Score -1807858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1807860.250000 Penalty: 11292.549805
	Iteration 26Q: 3 clusters Score -1807860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1807862.875000 Penalty: 11292.549805
	Iteration 27Q: 3 clusters Score -1807863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1807862.000000 Penalty: 11292.549805
	Iteration 28Q: 3 clusters Score -1807862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1807862.000000 Penalty: 11292.549805
	Iteration 29F: 3 clusters Score -1807862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164402 members 
Entering Unmasked Estep 
Score: -29878002.000000 Penalty: 7356.167969
	Iteration 0F: 2 clusters Score -2.9878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -29767340.000000 Penalty: 14712.335938
	Iteration 0F: 3 clusters Score -2.976734e+07 nChanged 76928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -29810686.000000 Penalty: 14712.335938
	Iteration 1F: 3 clusters Score -2.981069e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -29812136.000000 Penalty: 14712.335938
	Iteration 2Q: 3 clusters Score -2.981214e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 85551 members 
Entering Unmasked Estep 
Score: -29813512.000000 Penalty: 14712.335938
	Iteration 3Q: 3 clusters Score -2.981351e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -29815348.000000 Penalty: 14712.335938
	Iteration 4Q: 3 clusters Score -2.981535e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -29817540.000000 Penalty: 14712.335938
	Iteration 5Q: 3 clusters Score -2.981754e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -29820704.000000 Penalty: 14712.335938
	Iteration 6Q: 3 clusters Score -2.98207e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -29825476.000000 Penalty: 14712.335938
	Iteration 7F: 3 clusters Score -2.982548e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
Score: -29832546.000000 Penalty: 14712.335938
	Iteration 8F: 3 clusters Score -2.983255e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -29841066.000000 Penalty: 14712.335938
	Iteration 9F: 3 clusters Score -2.984107e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -29849820.000000 Penalty: 14712.335938
	Iteration 10F: 3 clusters Score -2.984982e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -29857284.000000 Penalty: 14712.335938
	Iteration 11F: 3 clusters Score -2.985728e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -29861510.000000 Penalty: 14712.335938
	Iteration 12Q: 3 clusters Score -2.986151e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -29863336.000000 Penalty: 14712.335938
	Iteration 13Q: 3 clusters Score -2.986334e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 129628 members 
Entering Unmasked Estep 
Score: -29864404.000000 Penalty: 14712.335938
	Iteration 14Q: 3 clusters Score -2.98644e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 131539 members 
Entering Unmasked Estep 
Score: -29865276.000000 Penalty: 14712.335938
	Iteration 15Q: 3 clusters Score -2.986528e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 133356 members 
Entering Unmasked Estep 
Score: -29866032.000000 Penalty: 14712.335938
	Iteration 16Q: 3 clusters Score -2.986603e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -29866778.000000 Penalty: 14712.335938
	Iteration 17Q: 3 clusters Score -2.986678e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 136892 members 
Entering Unmasked Estep 
Score: -29867652.000000 Penalty: 14712.335938
	Iteration 18Q: 3 clusters Score -2.986765e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 138607 members 
Entering Unmasked Estep 
Score: -29868668.000000 Penalty: 14712.335938
	Iteration 19Q: 3 clusters Score -2.986867e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 140251 members 
Entering Unmasked Estep 
Score: -29869812.000000 Penalty: 14712.335938
	Iteration 20F: 3 clusters Score -2.986981e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 141792 members 
Entering Unmasked Estep 
Score: -29870906.000000 Penalty: 14712.335938
	Iteration 21Q: 3 clusters Score -2.987091e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 143227 members 
Entering Unmasked Estep 
Score: -29872164.000000 Penalty: 14712.335938
	Iteration 22Q: 3 clusters Score -2.987216e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 144429 members 
Entering Unmasked Estep 
Score: -29873216.000000 Penalty: 14712.335938
	Iteration 23Q: 3 clusters Score -2.987322e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 145431 members 
Entering Unmasked Estep 
Score: -29873936.000000 Penalty: 14712.335938
	Iteration 24Q: 3 clusters Score -2.987394e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -29874250.000000 Penalty: 14712.335938
	Iteration 25Q: 3 clusters Score -2.987425e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 146813 members 
Entering Unmasked Estep 
Score: -29874424.000000 Penalty: 14712.335938
	Iteration 26Q: 3 clusters Score -2.987442e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -29874436.000000 Penalty: 14712.335938
	Iteration 27Q: 3 clusters Score -2.987444e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -29874530.000000 Penalty: 14712.335938
	Iteration 28Q: 3 clusters Score -2.987453e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -29874620.000000 Penalty: 14712.335938
	Iteration 29Q: 3 clusters Score -2.987462e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -29874656.000000 Penalty: 14712.335938
	Iteration 30Q: 3 clusters Score -2.987466e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -29874624.000000 Penalty: 14712.335938
	Iteration 31Q: 3 clusters Score -2.987462e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 148575 members 
Entering Unmasked Estep 
Score: -29874720.000000 Penalty: 14712.335938
	Iteration 32Q: 3 clusters Score -2.987472e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 148689 members 
Entering Unmasked Estep 
Score: -29874686.000000 Penalty: 14712.335938
	Iteration 33Q: 3 clusters Score -2.987469e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 148770 members 
Entering Unmasked Estep 
Score: -29874708.000000 Penalty: 14712.335938
	Iteration 34Q: 3 clusters Score -2.987471e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 148833 members 
Entering Unmasked Estep 
Score: -29874676.000000 Penalty: 14712.335938
	Iteration 35Q: 3 clusters Score -2.987468e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 148892 members 
Entering Unmasked Estep 
Score: -29874688.000000 Penalty: 14712.335938
	Iteration 36Q: 3 clusters Score -2.987469e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -29874678.000000 Penalty: 14712.335938
	Iteration 37Q: 3 clusters Score -2.987468e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -29874678.000000 Penalty: 14712.335938
	Iteration 38Q: 3 clusters Score -2.987468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -29874658.000000 Penalty: 14712.335938
	Iteration 39Q: 3 clusters Score -2.987466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 149070 members 
Entering Unmasked Estep 
Score: -29874664.000000 Penalty: 14712.335938
	Iteration 40F: 3 clusters Score -2.987466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -29874674.000000 Penalty: 14712.335938
	Iteration 41Q: 3 clusters Score -2.987467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 149123 members 
Entering Unmasked Estep 
Score: -29874680.000000 Penalty: 14712.335938
	Iteration 42Q: 3 clusters Score -2.987468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 149152 members 
Entering Unmasked Estep 
Score: -29874672.000000 Penalty: 14712.335938
	Iteration 43Q: 3 clusters Score -2.987467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -29874718.000000 Penalty: 14712.335938
	Iteration 44Q: 3 clusters Score -2.987472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -29874722.000000 Penalty: 14712.335938
	Iteration 45Q: 3 clusters Score -2.987472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -29874740.000000 Penalty: 14712.335938
	Iteration 46Q: 3 clusters Score -2.987474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 149265 members 
Entering Unmasked Estep 
Score: -29874732.000000 Penalty: 14712.335938
	Iteration 47Q: 3 clusters Score -2.987473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 149287 members 
Entering Unmasked Estep 
Score: -29874756.000000 Penalty: 14712.335938
	Iteration 48Q: 3 clusters Score -2.987476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -29874776.000000 Penalty: 14712.335938
	Iteration 49Q: 3 clusters Score -2.987478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 149334 members 
Entering Unmasked Estep 
Score: -29874752.000000 Penalty: 14712.335938
	Iteration 50Q: 3 clusters Score -2.987475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -29874792.000000 Penalty: 14712.335938
	Iteration 51Q: 3 clusters Score -2.987479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 149358 members 
Entering Unmasked Estep 
Score: -29874794.000000 Penalty: 14712.335938
	Iteration 52Q: 3 clusters Score -2.987479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 149365 members 
Entering Unmasked Estep 
Score: -29874754.000000 Penalty: 14712.335938
	Iteration 53Q: 3 clusters Score -2.987475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -29874776.000000 Penalty: 14712.335938
	Iteration 54Q: 3 clusters Score -2.987478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -29874778.000000 Penalty: 14712.335938
	Iteration 55Q: 3 clusters Score -2.987478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 149382 members 
Entering Unmasked Estep 
Score: -29874778.000000 Penalty: 14712.335938
	Iteration 56Q: 3 clusters Score -2.987478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -29874764.000000 Penalty: 14712.335938
	Iteration 57Q: 3 clusters Score -2.987476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -29874750.000000 Penalty: 14712.335938
	Iteration 58Q: 3 clusters Score -2.987475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -29874752.000000 Penalty: 14712.335938
	Iteration 59Q: 3 clusters Score -2.987475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -29874782.000000 Penalty: 14712.335938
	Iteration 60F: 3 clusters Score -2.987478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -29874778.000000 Penalty: 14712.335938
	Iteration 61Q: 3 clusters Score -2.987478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 149423 members 
Entering Unmasked Estep 
Score: -29874782.000000 Penalty: 14712.335938
	Iteration 62Q: 3 clusters Score -2.987478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 149430 members 
Entering Unmasked Estep 
Score: -29874760.000000 Penalty: 14712.335938
	Iteration 63Q: 3 clusters Score -2.987476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -29874762.000000 Penalty: 14712.335938
	Iteration 64Q: 3 clusters Score -2.987476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -29874762.000000 Penalty: 14712.335938
	Iteration 65F: 3 clusters Score -2.987476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Entering Unmasked Estep 
Score: -1459861.625000 Penalty: 5535.999023
	Iteration 0F: 2 clusters Score -1459862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1450612.875000 Penalty: 11071.998047
	Iteration 0F: 3 clusters Score -1450613 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1452531.000000 Penalty: 11071.998047
	Iteration 1F: 3 clusters Score -1452531 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1453101.625000 Penalty: 11071.998047
	Iteration 2F: 3 clusters Score -1453102 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1453529.875000 Penalty: 11071.998047
	Iteration 3F: 3 clusters Score -1453530 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1453815.625000 Penalty: 11071.998047
	Iteration 4Q: 3 clusters Score -1453816 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1454026.375000 Penalty: 11071.998047
	Iteration 5Q: 3 clusters Score -1454026 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1454220.375000 Penalty: 11071.998047
	Iteration 6Q: 3 clusters Score -1454220 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1454427.875000 Penalty: 11071.998047
	Iteration 7Q: 3 clusters Score -1454428 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1454655.875000 Penalty: 11071.998047
	Iteration 8Q: 3 clusters Score -1454656 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1454864.500000 Penalty: 11071.998047
	Iteration 9Q: 3 clusters Score -1454864 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1455070.875000 Penalty: 11071.998047
	Iteration 10Q: 3 clusters Score -1455071 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1455265.500000 Penalty: 11071.998047
	Iteration 11Q: 3 clusters Score -1455266 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1455464.625000 Penalty: 11071.998047
	Iteration 12Q: 3 clusters Score -1455465 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1455648.750000 Penalty: 11071.998047
	Iteration 13Q: 3 clusters Score -1455649 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1455797.625000 Penalty: 11071.998047
	Iteration 14Q: 3 clusters Score -1455798 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1455951.500000 Penalty: 11071.998047
	Iteration 15Q: 3 clusters Score -1455952 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1456071.250000 Penalty: 11071.998047
	Iteration 16Q: 3 clusters Score -1456071 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1456169.875000 Penalty: 11071.998047
	Iteration 17Q: 3 clusters Score -1456170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1456232.375000 Penalty: 11071.998047
	Iteration 18Q: 3 clusters Score -1456232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1456287.000000 Penalty: 11071.998047
	Iteration 19Q: 3 clusters Score -1456287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1456320.500000 Penalty: 11071.998047
	Iteration 20F: 3 clusters Score -1456320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1456363.250000 Penalty: 11071.998047
	Iteration 21Q: 3 clusters Score -1456363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1456389.875000 Penalty: 11071.998047
	Iteration 22Q: 3 clusters Score -1456390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1456413.000000 Penalty: 11071.998047
	Iteration 23Q: 3 clusters Score -1456413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1456439.750000 Penalty: 11071.998047
	Iteration 24Q: 3 clusters Score -1456440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1456463.375000 Penalty: 11071.998047
	Iteration 25Q: 3 clusters Score -1456463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1456487.250000 Penalty: 11071.998047
	Iteration 26Q: 3 clusters Score -1456487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1456502.500000 Penalty: 11071.998047
	Iteration 27Q: 3 clusters Score -1456502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1456520.125000 Penalty: 11071.998047
	Iteration 28Q: 3 clusters Score -1456520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1456529.625000 Penalty: 11071.998047
	Iteration 29Q: 3 clusters Score -1456530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1456545.625000 Penalty: 11071.998047
	Iteration 30Q: 3 clusters Score -1456546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1456555.250000 Penalty: 11071.998047
	Iteration 31Q: 3 clusters Score -1456555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1456558.000000 Penalty: 11071.998047
	Iteration 32Q: 3 clusters Score -1456558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1456567.375000 Penalty: 11071.998047
	Iteration 33Q: 3 clusters Score -1456567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1456574.125000 Penalty: 11071.998047
	Iteration 34Q: 3 clusters Score -1456574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1456576.250000 Penalty: 11071.998047
	Iteration 35Q: 3 clusters Score -1456576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1456587.000000 Penalty: 11071.998047
	Iteration 36Q: 3 clusters Score -1456587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1456589.625000 Penalty: 11071.998047
	Iteration 37Q: 3 clusters Score -1456590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1456589.875000 Penalty: 11071.998047
	Iteration 38Q: 3 clusters Score -1456590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1456588.750000 Penalty: 11071.998047
	Iteration 39Q: 3 clusters Score -1456589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1456592.625000 Penalty: 11071.998047
	Iteration 40F: 3 clusters Score -1456593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1456592.375000 Penalty: 11071.998047
	Iteration 41Q: 3 clusters Score -1456592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1456592.625000 Penalty: 11071.998047
	Iteration 42Q: 3 clusters Score -1456593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1456594.125000 Penalty: 11071.998047
	Iteration 43Q: 3 clusters Score -1456594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1456593.875000 Penalty: 11071.998047
	Iteration 44Q: 3 clusters Score -1456594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1456595.875000 Penalty: 11071.998047
	Iteration 45Q: 3 clusters Score -1456596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1456595.250000 Penalty: 11071.998047
	Iteration 46Q: 3 clusters Score -1456595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1456596.750000 Penalty: 11071.998047
	Iteration 47Q: 3 clusters Score -1456597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1456596.500000 Penalty: 11071.998047
	Iteration 48Q: 3 clusters Score -1456596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1456596.500000 Penalty: 11071.998047
	Iteration 49F: 3 clusters Score -1456596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Entering Unmasked Estep 
Score: -5574416.500000 Penalty: 6354.184570
	Iteration 0F: 2 clusters Score -5574416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5550519.500000 Penalty: 12708.369141
	Iteration 0F: 3 clusters Score -5550520 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5562457.000000 Penalty: 12708.369141
	Iteration 1F: 3 clusters Score -5562457 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5566728.000000 Penalty: 12708.369141
	Iteration 2F: 3 clusters Score -5566728 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5571993.500000 Penalty: 12708.369141
	Iteration 3F: 3 clusters Score -5571994 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5578596.500000 Penalty: 12708.369141
	Iteration 4F: 3 clusters Score -5578596 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5584544.500000 Penalty: 12708.369141
	Iteration 5F: 3 clusters Score -5584544 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5588560.500000 Penalty: 12708.369141
	Iteration 6F: 3 clusters Score -5588560 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5590076.000000 Penalty: 12708.369141
	Iteration 7Q: 3 clusters Score -5590076 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5590564.000000 Penalty: 12708.369141
	Iteration 8Q: 3 clusters Score -5590564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5590772.000000 Penalty: 12708.369141
	Iteration 9Q: 3 clusters Score -5590772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5590833.500000 Penalty: 12708.369141
	Iteration 10Q: 3 clusters Score -5590834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5590846.500000 Penalty: 12708.369141
	Iteration 11Q: 3 clusters Score -5590846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5590860.500000 Penalty: 12708.369141
	Iteration 12Q: 3 clusters Score -5590860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5590880.000000 Penalty: 12708.369141
	Iteration 13Q: 3 clusters Score -5590880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5590879.000000 Penalty: 12708.369141
	Iteration 14Q: 3 clusters Score -5590879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5590879.000000 Penalty: 12708.369141
	Iteration 15Q: 3 clusters Score -5590879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5590878.500000 Penalty: 12708.369141
	Iteration 16Q: 3 clusters Score -5590878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5590880.000000 Penalty: 12708.369141
	Iteration 17Q: 3 clusters Score -5590880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5590885.000000 Penalty: 12708.369141
	Iteration 18Q: 3 clusters Score -5590885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5590886.000000 Penalty: 12708.369141
	Iteration 19Q: 3 clusters Score -5590886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5590884.000000 Penalty: 12708.369141
	Iteration 20F: 3 clusters Score -5590884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5590883.000000 Penalty: 12708.369141
	Iteration 21Q: 3 clusters Score -5590883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5590883.000000 Penalty: 12708.369141
	Iteration 22F: 3 clusters Score -5590883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 91746 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 194739 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14734 members 
Entering Unmasked Estep 
Score: -226751920.000000 Penalty: 172265.062500
Splitting cluster 8 changes total score from -226734944.000000 to -226751920.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (433091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433091 members 
Entering Unmasked Estep 
Score: -78303408.000000 Penalty: 7949.456055
	Iteration 0F: 2 clusters Score -7.830341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Mstep: Class 2 contains 216834 members 
Entering Unmasked Estep 
Score: -78018184.000000 Penalty: 15898.912109
	Iteration 0F: 3 clusters Score -7.801818e+07 nChanged 207491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210908 members 
Mstep: Class 2 contains 222183 members 
Entering Unmasked Estep 
Score: -78139384.000000 Penalty: 15898.912109
	Iteration 1F: 3 clusters Score -7.813938e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207985 members 
Mstep: Class 2 contains 225106 members 
Entering Unmasked Estep 
Score: -78141432.000000 Penalty: 15898.912109
	Iteration 2Q: 3 clusters Score -7.814143e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203740 members 
Mstep: Class 2 contains 229351 members 
Entering Unmasked Estep 
Score: -78143600.000000 Penalty: 15898.912109
	Iteration 3Q: 3 clusters Score -7.81436e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197170 members 
Mstep: Class 2 contains 235921 members 
Entering Unmasked Estep 
Score: -78146400.000000 Penalty: 15898.912109
	Iteration 4Q: 3 clusters Score -7.81464e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 245807 members 
Entering Unmasked Estep 
Score: -78150640.000000 Penalty: 15898.912109
	Iteration 5Q: 3 clusters Score -7.815064e+07 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 260838 members 
Entering Unmasked Estep 
Score: -78156864.000000 Penalty: 15898.912109
	Iteration 6Q: 3 clusters Score -7.815686e+07 nChanged 23059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 282877 members 
Entering Unmasked Estep 
Score: -78168416.000000 Penalty: 15898.912109
	Iteration 7F: 3 clusters Score -7.816842e+07 nChanged 30329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 312878 members 
Entering Unmasked Estep 
Score: -78188968.000000 Penalty: 15898.912109
	Iteration 8F: 3 clusters Score -7.818897e+07 nChanged 36489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 349263 members 
Entering Unmasked Estep 
Score: -78219792.000000 Penalty: 15898.912109
	Iteration 9F: 3 clusters Score -7.821979e+07 nChanged 35792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 385039 members 
Entering Unmasked Estep 
Score: -78253232.000000 Penalty: 15898.912109
	Iteration 10F: 3 clusters Score -7.825323e+07 nChanged 25517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 410550 members 
Entering Unmasked Estep 
Score: -78276784.000000 Penalty: 15898.912109
	Iteration 11F: 3 clusters Score -7.827678e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 423406 members 
Entering Unmasked Estep 
Score: -78289464.000000 Penalty: 15898.912109
	Iteration 12Q: 3 clusters Score -7.828946e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 428657 members 
Entering Unmasked Estep 
Score: -78293976.000000 Penalty: 15898.912109
	Iteration 13Q: 3 clusters Score -7.829398e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 430611 members 
Entering Unmasked Estep 
Score: -78295512.000000 Penalty: 15898.912109
	Iteration 14Q: 3 clusters Score -7.829551e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 431312 members 
Entering Unmasked Estep 
Score: -78296136.000000 Penalty: 15898.912109
	Iteration 15Q: 3 clusters Score -7.829614e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 431594 members 
Entering Unmasked Estep 
Score: -78296616.000000 Penalty: 15898.912109
	Iteration 16Q: 3 clusters Score -7.829662e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 431753 members 
Entering Unmasked Estep 
Score: -78296728.000000 Penalty: 15898.912109
	Iteration 17Q: 3 clusters Score -7.829673e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 431844 members 
Entering Unmasked Estep 
Score: -78296864.000000 Penalty: 15898.912109
	Iteration 18Q: 3 clusters Score -7.829686e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 431890 members 
Entering Unmasked Estep 
Score: -78296968.000000 Penalty: 15898.912109
	Iteration 19Q: 3 clusters Score -7.829697e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 431919 members 
Entering Unmasked Estep 
Score: -78297072.000000 Penalty: 15898.912109
	Iteration 20F: 3 clusters Score -7.829707e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 431954 members 
Entering Unmasked Estep 
Score: -78297168.000000 Penalty: 15898.912109
	Iteration 21Q: 3 clusters Score -7.829717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 431962 members 
Entering Unmasked Estep 
Score: -78297184.000000 Penalty: 15898.912109
	Iteration 22Q: 3 clusters Score -7.829718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 431976 members 
Entering Unmasked Estep 
Score: -78297216.000000 Penalty: 15898.912109
	Iteration 23Q: 3 clusters Score -7.829722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 431996 members 
Entering Unmasked Estep 
Score: -78297280.000000 Penalty: 15898.912109
	Iteration 24Q: 3 clusters Score -7.829728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 432005 members 
Entering Unmasked Estep 
Score: -78297376.000000 Penalty: 15898.912109
	Iteration 25Q: 3 clusters Score -7.829738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 432007 members 
Entering Unmasked Estep 
Score: -78297384.000000 Penalty: 15898.912109
	Iteration 26Q: 3 clusters Score -7.829738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297416.000000 Penalty: 15898.912109
	Iteration 27Q: 3 clusters Score -7.829742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 432005 members 
Entering Unmasked Estep 
Score: -78297416.000000 Penalty: 15898.912109
	Iteration 28Q: 3 clusters Score -7.829742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 432005 members 
Entering Unmasked Estep 
Score: -78297440.000000 Penalty: 15898.912109
	Iteration 29Q: 3 clusters Score -7.829744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 432006 members 
Entering Unmasked Estep 
Score: -78297480.000000 Penalty: 15898.912109
	Iteration 30Q: 3 clusters Score -7.829748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297472.000000 Penalty: 15898.912109
	Iteration 31Q: 3 clusters Score -7.829747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297464.000000 Penalty: 15898.912109
	Iteration 32Q: 3 clusters Score -7.829746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 432012 members 
Entering Unmasked Estep 
Score: -78297504.000000 Penalty: 15898.912109
	Iteration 33Q: 3 clusters Score -7.82975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 432015 members 
Entering Unmasked Estep 
Score: -78297496.000000 Penalty: 15898.912109
	Iteration 34Q: 3 clusters Score -7.82975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 432016 members 
Entering Unmasked Estep 
Score: -78297512.000000 Penalty: 15898.912109
	Iteration 35Q: 3 clusters Score -7.829751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 432013 members 
Entering Unmasked Estep 
Score: -78297520.000000 Penalty: 15898.912109
	Iteration 36Q: 3 clusters Score -7.829752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 432012 members 
Entering Unmasked Estep 
Score: -78297496.000000 Penalty: 15898.912109
	Iteration 37Q: 3 clusters Score -7.82975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297504.000000 Penalty: 15898.912109
	Iteration 38Q: 3 clusters Score -7.82975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 432012 members 
Entering Unmasked Estep 
Score: -78297552.000000 Penalty: 15898.912109
	Iteration 39Q: 3 clusters Score -7.829755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297544.000000 Penalty: 15898.912109
	Iteration 40F: 3 clusters Score -7.829754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297528.000000 Penalty: 15898.912109
	Iteration 41Q: 3 clusters Score -7.829753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297504.000000 Penalty: 15898.912109
	Iteration 42Q: 3 clusters Score -7.82975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297528.000000 Penalty: 15898.912109
	Iteration 43Q: 3 clusters Score -7.829753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297528.000000 Penalty: 15898.912109
	Iteration 44Q: 3 clusters Score -7.829753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 432008 members 
Entering Unmasked Estep 
Score: -78297504.000000 Penalty: 15898.912109
	Iteration 45Q: 3 clusters Score -7.82975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 432008 members 
Entering Unmasked Estep 
Score: -78297520.000000 Penalty: 15898.912109
	Iteration 46Q: 3 clusters Score -7.829752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 432006 members 
Entering Unmasked Estep 
Score: -78297528.000000 Penalty: 15898.912109
	Iteration 47Q: 3 clusters Score -7.829753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 432007 members 
Entering Unmasked Estep 
Score: -78297496.000000 Penalty: 15898.912109
	Iteration 48Q: 3 clusters Score -7.82975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297528.000000 Penalty: 15898.912109
	Iteration 49Q: 3 clusters Score -7.829753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 432012 members 
Entering Unmasked Estep 
Score: -78297560.000000 Penalty: 15898.912109
	Iteration 50Q: 3 clusters Score -7.829756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 432013 members 
Entering Unmasked Estep 
Score: -78297544.000000 Penalty: 15898.912109
	Iteration 51Q: 3 clusters Score -7.829754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 432010 members 
Entering Unmasked Estep 
Score: -78297600.000000 Penalty: 15898.912109
	Iteration 52Q: 3 clusters Score -7.82976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 432008 members 
Entering Unmasked Estep 
Score: -78297584.000000 Penalty: 15898.912109
	Iteration 53Q: 3 clusters Score -7.829758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 432007 members 
Entering Unmasked Estep 
Score: -78297600.000000 Penalty: 15898.912109
	Iteration 54Q: 3 clusters Score -7.82976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297568.000000 Penalty: 15898.912109
	Iteration 55Q: 3 clusters Score -7.829757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 432010 members 
Entering Unmasked Estep 
Score: -78297568.000000 Penalty: 15898.912109
	Iteration 56Q: 3 clusters Score -7.829757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297608.000000 Penalty: 15898.912109
	Iteration 57Q: 3 clusters Score -7.829761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 432016 members 
Entering Unmasked Estep 
Score: -78297576.000000 Penalty: 15898.912109
	Iteration 58Q: 3 clusters Score -7.829758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 432017 members 
Entering Unmasked Estep 
Score: -78297568.000000 Penalty: 15898.912109
	Iteration 59Q: 3 clusters Score -7.829757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 432017 members 
Entering Unmasked Estep 
Score: -78297520.000000 Penalty: 15898.912109
	Iteration 60F: 3 clusters Score -7.829752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 432017 members 
Entering Unmasked Estep 
Score: -78297576.000000 Penalty: 15898.912109
	Iteration 61Q: 3 clusters Score -7.829758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 432013 members 
Entering Unmasked Estep 
Score: -78297584.000000 Penalty: 15898.912109
	Iteration 62Q: 3 clusters Score -7.829758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 432009 members 
Entering Unmasked Estep 
Score: -78297608.000000 Penalty: 15898.912109
	Iteration 63Q: 3 clusters Score -7.829761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297608.000000 Penalty: 15898.912109
	Iteration 64Q: 3 clusters Score -7.829761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 432011 members 
Entering Unmasked Estep 
Score: -78297608.000000 Penalty: 15898.912109
	Iteration 65F: 3 clusters Score -7.829761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -1439955.375000 Penalty: 5520.677734
	Iteration 0F: 2 clusters Score -1439955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1430863.875000 Penalty: 11041.355469
	Iteration 0F: 3 clusters Score -1430864 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1432654.125000 Penalty: 11041.355469
	Iteration 1F: 3 clusters Score -1432654 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1433055.125000 Penalty: 11041.355469
	Iteration 2F: 3 clusters Score -1433055 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1433274.500000 Penalty: 11041.355469
	Iteration 3Q: 3 clusters Score -1433274 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1433408.250000 Penalty: 11041.355469
	Iteration 4Q: 3 clusters Score -1433408 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1433508.625000 Penalty: 11041.355469
	Iteration 5Q: 3 clusters Score -1433509 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1433588.125000 Penalty: 11041.355469
	Iteration 6Q: 3 clusters Score -1433588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1433656.625000 Penalty: 11041.355469
	Iteration 7Q: 3 clusters Score -1433657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1433710.375000 Penalty: 11041.355469
	Iteration 8Q: 3 clusters Score -1433710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1433770.000000 Penalty: 11041.355469
	Iteration 9Q: 3 clusters Score -1433770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1433828.375000 Penalty: 11041.355469
	Iteration 10Q: 3 clusters Score -1433828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1433874.750000 Penalty: 11041.355469
	Iteration 11Q: 3 clusters Score -1433875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1433915.750000 Penalty: 11041.355469
	Iteration 12Q: 3 clusters Score -1433916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1433959.000000 Penalty: 11041.355469
	Iteration 13Q: 3 clusters Score -1433959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1433994.625000 Penalty: 11041.355469
	Iteration 14Q: 3 clusters Score -1433995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1434031.125000 Penalty: 11041.355469
	Iteration 15Q: 3 clusters Score -1434031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1434073.500000 Penalty: 11041.355469
	Iteration 16Q: 3 clusters Score -1434074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1434110.500000 Penalty: 11041.355469
	Iteration 17Q: 3 clusters Score -1434110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1434148.625000 Penalty: 11041.355469
	Iteration 18Q: 3 clusters Score -1434149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1434175.375000 Penalty: 11041.355469
	Iteration 19Q: 3 clusters Score -1434175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1434204.375000 Penalty: 11041.355469
	Iteration 20F: 3 clusters Score -1434204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1434236.000000 Penalty: 11041.355469
	Iteration 21Q: 3 clusters Score -1434236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1434262.750000 Penalty: 11041.355469
	Iteration 22Q: 3 clusters Score -1434263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1434293.125000 Penalty: 11041.355469
	Iteration 23Q: 3 clusters Score -1434293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1434317.500000 Penalty: 11041.355469
	Iteration 24Q: 3 clusters Score -1434318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1434346.500000 Penalty: 11041.355469
	Iteration 25Q: 3 clusters Score -1434346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1434382.250000 Penalty: 11041.355469
	Iteration 26Q: 3 clusters Score -1434382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1434432.625000 Penalty: 11041.355469
	Iteration 27Q: 3 clusters Score -1434433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1434475.000000 Penalty: 11041.355469
	Iteration 28Q: 3 clusters Score -1434475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1434517.750000 Penalty: 11041.355469
	Iteration 29Q: 3 clusters Score -1434518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1434564.625000 Penalty: 11041.355469
	Iteration 30Q: 3 clusters Score -1434565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1434610.000000 Penalty: 11041.355469
	Iteration 31Q: 3 clusters Score -1434610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1434657.750000 Penalty: 11041.355469
	Iteration 32Q: 3 clusters Score -1434658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1434710.375000 Penalty: 11041.355469
	Iteration 33Q: 3 clusters Score -1434710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1434753.125000 Penalty: 11041.355469
	Iteration 34Q: 3 clusters Score -1434753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1434789.500000 Penalty: 11041.355469
	Iteration 35Q: 3 clusters Score -1434790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1434818.625000 Penalty: 11041.355469
	Iteration 36Q: 3 clusters Score -1434819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1434845.375000 Penalty: 11041.355469
	Iteration 37Q: 3 clusters Score -1434845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1434874.875000 Penalty: 11041.355469
	Iteration 38Q: 3 clusters Score -1434875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1434907.250000 Penalty: 11041.355469
	Iteration 39Q: 3 clusters Score -1434907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1434945.625000 Penalty: 11041.355469
	Iteration 40F: 3 clusters Score -1434946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1434974.875000 Penalty: 11041.355469
	Iteration 41Q: 3 clusters Score -1434975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1434987.000000 Penalty: 11041.355469
	Iteration 42Q: 3 clusters Score -1434987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1435003.500000 Penalty: 11041.355469
	Iteration 43Q: 3 clusters Score -1435004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1435025.375000 Penalty: 11041.355469
	Iteration 44Q: 3 clusters Score -1435025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1435045.125000 Penalty: 11041.355469
	Iteration 45Q: 3 clusters Score -1435045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1435064.625000 Penalty: 11041.355469
	Iteration 46Q: 3 clusters Score -1435065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1435078.250000 Penalty: 11041.355469
	Iteration 47Q: 3 clusters Score -1435078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1435099.125000 Penalty: 11041.355469
	Iteration 48Q: 3 clusters Score -1435099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1435116.000000 Penalty: 11041.355469
	Iteration 49Q: 3 clusters Score -1435116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1435124.250000 Penalty: 11041.355469
	Iteration 50Q: 3 clusters Score -1435124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1435136.375000 Penalty: 11041.355469
	Iteration 51Q: 3 clusters Score -1435136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1435145.875000 Penalty: 11041.355469
	Iteration 52Q: 3 clusters Score -1435146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1435159.500000 Penalty: 11041.355469
	Iteration 53Q: 3 clusters Score -1435160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1435166.500000 Penalty: 11041.355469
	Iteration 54Q: 3 clusters Score -1435166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1435177.750000 Penalty: 11041.355469
	Iteration 55Q: 3 clusters Score -1435178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1435181.875000 Penalty: 11041.355469
	Iteration 56Q: 3 clusters Score -1435182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1435187.875000 Penalty: 11041.355469
	Iteration 57Q: 3 clusters Score -1435188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1435199.375000 Penalty: 11041.355469
	Iteration 58Q: 3 clusters Score -1435199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1435202.125000 Penalty: 11041.355469
	Iteration 59Q: 3 clusters Score -1435202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1435203.000000 Penalty: 11041.355469
	Iteration 60F: 3 clusters Score -1435203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1435217.750000 Penalty: 11041.355469
	Iteration 61Q: 3 clusters Score -1435218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1435227.750000 Penalty: 11041.355469
	Iteration 62Q: 3 clusters Score -1435228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1435233.375000 Penalty: 11041.355469
	Iteration 63Q: 3 clusters Score -1435233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1435240.500000 Penalty: 11041.355469
	Iteration 64Q: 3 clusters Score -1435240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1435245.000000 Penalty: 11041.355469
	Iteration 65Q: 3 clusters Score -1435245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1435248.625000 Penalty: 11041.355469
	Iteration 66Q: 3 clusters Score -1435249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1435257.125000 Penalty: 11041.355469
	Iteration 67Q: 3 clusters Score -1435257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1435264.000000 Penalty: 11041.355469
	Iteration 68Q: 3 clusters Score -1435264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1435266.875000 Penalty: 11041.355469
	Iteration 69Q: 3 clusters Score -1435267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1435268.250000 Penalty: 11041.355469
	Iteration 70Q: 3 clusters Score -1435268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1435269.000000 Penalty: 11041.355469
	Iteration 71Q: 3 clusters Score -1435269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1435269.000000 Penalty: 11041.355469
	Iteration 72F: 3 clusters Score -1435269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Entering Unmasked Estep 
Score: -12635144.000000 Penalty: 6841.365234
	Iteration 0F: 2 clusters Score -1.263514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -12585811.000000 Penalty: 13682.730469
	Iteration 0F: 3 clusters Score -1.258581e+07 nChanged 32029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -12603110.000000 Penalty: 13682.730469
	Iteration 1F: 3 clusters Score -1.260311e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -12603974.000000 Penalty: 13682.730469
	Iteration 2Q: 3 clusters Score -1.260397e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -12604758.000000 Penalty: 13682.730469
	Iteration 3Q: 3 clusters Score -1.260476e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -12605338.000000 Penalty: 13682.730469
	Iteration 4Q: 3 clusters Score -1.260534e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -12605747.000000 Penalty: 13682.730469
	Iteration 5Q: 3 clusters Score -1.260575e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -12606117.000000 Penalty: 13682.730469
	Iteration 6Q: 3 clusters Score -1.260612e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -12606455.000000 Penalty: 13682.730469
	Iteration 7Q: 3 clusters Score -1.260646e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -12606744.000000 Penalty: 13682.730469
	Iteration 8Q: 3 clusters Score -1.260674e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -12607048.000000 Penalty: 13682.730469
	Iteration 9Q: 3 clusters Score -1.260705e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -12607322.000000 Penalty: 13682.730469
	Iteration 10Q: 3 clusters Score -1.260732e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -12607742.000000 Penalty: 13682.730469
	Iteration 11Q: 3 clusters Score -1.260774e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -12608280.000000 Penalty: 13682.730469
	Iteration 12Q: 3 clusters Score -1.260828e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -12608936.000000 Penalty: 13682.730469
	Iteration 13Q: 3 clusters Score -1.260894e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -12609808.000000 Penalty: 13682.730469
	Iteration 14Q: 3 clusters Score -1.260981e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -12610852.000000 Penalty: 13682.730469
	Iteration 15Q: 3 clusters Score -1.261085e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -12612085.000000 Penalty: 13682.730469
	Iteration 16Q: 3 clusters Score -1.261208e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -12613571.000000 Penalty: 13682.730469
	Iteration 17Q: 3 clusters Score -1.261357e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -12615389.000000 Penalty: 13682.730469
	Iteration 18Q: 3 clusters Score -1.261539e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -12617208.000000 Penalty: 13682.730469
	Iteration 19Q: 3 clusters Score -1.261721e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -12618935.000000 Penalty: 13682.730469
	Iteration 20F: 3 clusters Score -1.261894e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -12620566.000000 Penalty: 13682.730469
	Iteration 21Q: 3 clusters Score -1.262057e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -12621869.000000 Penalty: 13682.730469
	Iteration 22Q: 3 clusters Score -1.262187e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -12623179.000000 Penalty: 13682.730469
	Iteration 23Q: 3 clusters Score -1.262318e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -12624252.000000 Penalty: 13682.730469
	Iteration 24Q: 3 clusters Score -1.262425e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -12625187.000000 Penalty: 13682.730469
	Iteration 25Q: 3 clusters Score -1.262519e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -12626019.000000 Penalty: 13682.730469
	Iteration 26Q: 3 clusters Score -1.262602e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -12626732.000000 Penalty: 13682.730469
	Iteration 27Q: 3 clusters Score -1.262673e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -12627315.000000 Penalty: 13682.730469
	Iteration 28Q: 3 clusters Score -1.262732e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -12627872.000000 Penalty: 13682.730469
	Iteration 29Q: 3 clusters Score -1.262787e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -12628221.000000 Penalty: 13682.730469
	Iteration 30Q: 3 clusters Score -1.262822e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -12628461.000000 Penalty: 13682.730469
	Iteration 31Q: 3 clusters Score -1.262846e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -12628701.000000 Penalty: 13682.730469
	Iteration 32Q: 3 clusters Score -1.26287e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -12628872.000000 Penalty: 13682.730469
	Iteration 33Q: 3 clusters Score -1.262887e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -12628986.000000 Penalty: 13682.730469
	Iteration 34Q: 3 clusters Score -1.262899e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -12629090.000000 Penalty: 13682.730469
	Iteration 35Q: 3 clusters Score -1.262909e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -12629172.000000 Penalty: 13682.730469
	Iteration 36Q: 3 clusters Score -1.262917e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -12629231.000000 Penalty: 13682.730469
	Iteration 37Q: 3 clusters Score -1.262923e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -12629286.000000 Penalty: 13682.730469
	Iteration 38Q: 3 clusters Score -1.262929e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -12629378.000000 Penalty: 13682.730469
	Iteration 39Q: 3 clusters Score -1.262938e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -12629391.000000 Penalty: 13682.730469
	Iteration 40F: 3 clusters Score -1.262939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -12629407.000000 Penalty: 13682.730469
	Iteration 41Q: 3 clusters Score -1.262941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -12629414.000000 Penalty: 13682.730469
	Iteration 42Q: 3 clusters Score -1.262941e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -12629474.000000 Penalty: 13682.730469
	Iteration 43Q: 3 clusters Score -1.262947e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -12629490.000000 Penalty: 13682.730469
	Iteration 44Q: 3 clusters Score -1.262949e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -12629510.000000 Penalty: 13682.730469
	Iteration 45Q: 3 clusters Score -1.262951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -12629495.000000 Penalty: 13682.730469
	Iteration 46Q: 3 clusters Score -1.26295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12629509.000000 Penalty: 13682.730469
	Iteration 47Q: 3 clusters Score -1.262951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12629520.000000 Penalty: 13682.730469
	Iteration 48Q: 3 clusters Score -1.262952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12629543.000000 Penalty: 13682.730469
	Iteration 49Q: 3 clusters Score -1.262954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -12629545.000000 Penalty: 13682.730469
	Iteration 50Q: 3 clusters Score -1.262954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -12629541.000000 Penalty: 13682.730469
	Iteration 51Q: 3 clusters Score -1.262954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12629559.000000 Penalty: 13682.730469
	Iteration 52Q: 3 clusters Score -1.262956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -12629556.000000 Penalty: 13682.730469
	Iteration 53Q: 3 clusters Score -1.262956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -12629578.000000 Penalty: 13682.730469
	Iteration 54Q: 3 clusters Score -1.262958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -12629578.000000 Penalty: 13682.730469
	Iteration 55Q: 3 clusters Score -1.262958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -12629565.000000 Penalty: 13682.730469
	Iteration 56Q: 3 clusters Score -1.262956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -12629583.000000 Penalty: 13682.730469
	Iteration 57Q: 3 clusters Score -1.262958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12629581.000000 Penalty: 13682.730469
	Iteration 58Q: 3 clusters Score -1.262958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12629560.000000 Penalty: 13682.730469
	Iteration 59Q: 3 clusters Score -1.262956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12629559.000000 Penalty: 13682.730469
	Iteration 60F: 3 clusters Score -1.262956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -12629575.000000 Penalty: 13682.730469
	Iteration 61Q: 3 clusters Score -1.262958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12629575.000000 Penalty: 13682.730469
	Iteration 62Q: 3 clusters Score -1.262958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12629587.000000 Penalty: 13682.730469
	Iteration 63Q: 3 clusters Score -1.262959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12629583.000000 Penalty: 13682.730469
	Iteration 64Q: 3 clusters Score -1.262958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12629602.000000 Penalty: 13682.730469
	Iteration 65Q: 3 clusters Score -1.26296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12629598.000000 Penalty: 13682.730469
	Iteration 66Q: 3 clusters Score -1.26296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -12629598.000000 Penalty: 13682.730469
	Iteration 67Q: 3 clusters Score -1.26296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12629612.000000 Penalty: 13682.730469
	Iteration 68Q: 3 clusters Score -1.262961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12629611.000000 Penalty: 13682.730469
	Iteration 69Q: 3 clusters Score -1.262961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -12629620.000000 Penalty: 13682.730469
	Iteration 70Q: 3 clusters Score -1.262962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12629620.000000 Penalty: 13682.730469
	Iteration 71Q: 3 clusters Score -1.262962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12629622.000000 Penalty: 13682.730469
	Iteration 72Q: 3 clusters Score -1.262962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12629626.000000 Penalty: 13682.730469
	Iteration 73Q: 3 clusters Score -1.262963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12629640.000000 Penalty: 13682.730469
	Iteration 74Q: 3 clusters Score -1.262964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12629641.000000 Penalty: 13682.730469
	Iteration 75Q: 3 clusters Score -1.262964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12629654.000000 Penalty: 13682.730469
	Iteration 76Q: 3 clusters Score -1.262965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12629650.000000 Penalty: 13682.730469
	Iteration 77Q: 3 clusters Score -1.262965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12629651.000000 Penalty: 13682.730469
	Iteration 78Q: 3 clusters Score -1.262965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12629655.000000 Penalty: 13682.730469
	Iteration 79Q: 3 clusters Score -1.262966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12629650.000000 Penalty: 13682.730469
	Iteration 80F: 3 clusters Score -1.262965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12629644.000000 Penalty: 13682.730469
	Iteration 81Q: 3 clusters Score -1.262964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -12629650.000000 Penalty: 13682.730469
	Iteration 82Q: 3 clusters Score -1.262965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12629644.000000 Penalty: 13682.730469
	Iteration 83Q: 3 clusters Score -1.262964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -12629648.000000 Penalty: 13682.730469
	Iteration 84Q: 3 clusters Score -1.262965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12629655.000000 Penalty: 13682.730469
	Iteration 85Q: 3 clusters Score -1.262966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -12629655.000000 Penalty: 13682.730469
	Iteration 86Q: 3 clusters Score -1.262966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12629644.000000 Penalty: 13682.730469
	Iteration 87Q: 3 clusters Score -1.262964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12629641.000000 Penalty: 13682.730469
	Iteration 88Q: 3 clusters Score -1.262964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -12629643.000000 Penalty: 13682.730469
	Iteration 89Q: 3 clusters Score -1.262964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12629645.000000 Penalty: 13682.730469
	Iteration 90Q: 3 clusters Score -1.262964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12629645.000000 Penalty: 13682.730469
	Iteration 91Q: 3 clusters Score -1.262964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -12629645.000000 Penalty: 13682.730469
	Iteration 92Q: 3 clusters Score -1.262964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12629642.000000 Penalty: 13682.730469
	Iteration 93Q: 3 clusters Score -1.262964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12629642.000000 Penalty: 13682.730469
	Iteration 94F: 3 clusters Score -1.262964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91746 members 
Entering Unmasked Estep 
Score: -16563589.000000 Penalty: 6998.901855
	Iteration 0F: 2 clusters Score -1.656359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -16500618.000000 Penalty: 13997.803711
	Iteration 0F: 3 clusters Score -1.650062e+07 nChanged 41824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -16523513.000000 Penalty: 13997.803711
	Iteration 1F: 3 clusters Score -1.652351e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -16524455.000000 Penalty: 13997.803711
	Iteration 2Q: 3 clusters Score -1.652446e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -16525440.000000 Penalty: 13997.803711
	Iteration 3Q: 3 clusters Score -1.652544e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -16526511.000000 Penalty: 13997.803711
	Iteration 4Q: 3 clusters Score -1.652651e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -16527914.000000 Penalty: 13997.803711
	Iteration 5Q: 3 clusters Score -1.652791e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -16529841.000000 Penalty: 13997.803711
	Iteration 6Q: 3 clusters Score -1.652984e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -16532684.000000 Penalty: 13997.803711
	Iteration 7F: 3 clusters Score -1.653268e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -16536788.000000 Penalty: 13997.803711
	Iteration 8F: 3 clusters Score -1.653679e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -16541874.000000 Penalty: 13997.803711
	Iteration 9F: 3 clusters Score -1.654187e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -16547046.000000 Penalty: 13997.803711
	Iteration 10F: 3 clusters Score -1.654705e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -16551385.000000 Penalty: 13997.803711
	Iteration 11Q: 3 clusters Score -1.655138e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 86053 members 
Entering Unmasked Estep 
Score: -16554513.000000 Penalty: 13997.803711
	Iteration 12Q: 3 clusters Score -1.655451e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -16556270.000000 Penalty: 13997.803711
	Iteration 13Q: 3 clusters Score -1.655627e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -16557360.000000 Penalty: 13997.803711
	Iteration 14Q: 3 clusters Score -1.655736e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -16558001.000000 Penalty: 13997.803711
	Iteration 15Q: 3 clusters Score -1.6558e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -16558333.000000 Penalty: 13997.803711
	Iteration 16Q: 3 clusters Score -1.655833e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -16558532.000000 Penalty: 13997.803711
	Iteration 17Q: 3 clusters Score -1.655853e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -16558744.000000 Penalty: 13997.803711
	Iteration 18Q: 3 clusters Score -1.655874e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -16558833.000000 Penalty: 13997.803711
	Iteration 19Q: 3 clusters Score -1.655883e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -16558999.000000 Penalty: 13997.803711
	Iteration 20F: 3 clusters Score -1.6559e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -16559048.000000 Penalty: 13997.803711
	Iteration 21Q: 3 clusters Score -1.655905e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -16559124.000000 Penalty: 13997.803711
	Iteration 22Q: 3 clusters Score -1.655912e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -16559180.000000 Penalty: 13997.803711
	Iteration 23Q: 3 clusters Score -1.655918e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -16559284.000000 Penalty: 13997.803711
	Iteration 24Q: 3 clusters Score -1.655928e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -16559388.000000 Penalty: 13997.803711
	Iteration 25Q: 3 clusters Score -1.655939e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -16559443.000000 Penalty: 13997.803711
	Iteration 26Q: 3 clusters Score -1.655944e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -16559502.000000 Penalty: 13997.803711
	Iteration 27Q: 3 clusters Score -1.65595e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -16559537.000000 Penalty: 13997.803711
	Iteration 28Q: 3 clusters Score -1.655954e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 85886 members 
Entering Unmasked Estep 
Score: -16559603.000000 Penalty: 13997.803711
	Iteration 29Q: 3 clusters Score -1.65596e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -16559637.000000 Penalty: 13997.803711
	Iteration 30Q: 3 clusters Score -1.655964e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -16559730.000000 Penalty: 13997.803711
	Iteration 31Q: 3 clusters Score -1.655973e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -16559745.000000 Penalty: 13997.803711
	Iteration 32Q: 3 clusters Score -1.655974e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -16559800.000000 Penalty: 13997.803711
	Iteration 33Q: 3 clusters Score -1.65598e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -16559874.000000 Penalty: 13997.803711
	Iteration 34Q: 3 clusters Score -1.655987e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -16559912.000000 Penalty: 13997.803711
	Iteration 35Q: 3 clusters Score -1.655991e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -16560011.000000 Penalty: 13997.803711
	Iteration 36Q: 3 clusters Score -1.656001e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -16560044.000000 Penalty: 13997.803711
	Iteration 37Q: 3 clusters Score -1.656004e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -16560058.000000 Penalty: 13997.803711
	Iteration 38Q: 3 clusters Score -1.656006e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -16560137.000000 Penalty: 13997.803711
	Iteration 39Q: 3 clusters Score -1.656014e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -16560238.000000 Penalty: 13997.803711
	Iteration 40F: 3 clusters Score -1.656024e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -16560296.000000 Penalty: 13997.803711
	Iteration 41Q: 3 clusters Score -1.65603e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -16560423.000000 Penalty: 13997.803711
	Iteration 42Q: 3 clusters Score -1.656042e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -16560519.000000 Penalty: 13997.803711
	Iteration 43Q: 3 clusters Score -1.656052e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -16560598.000000 Penalty: 13997.803711
	Iteration 44Q: 3 clusters Score -1.65606e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -16560661.000000 Penalty: 13997.803711
	Iteration 45Q: 3 clusters Score -1.656066e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -16560709.000000 Penalty: 13997.803711
	Iteration 46Q: 3 clusters Score -1.656071e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -16560811.000000 Penalty: 13997.803711
	Iteration 47Q: 3 clusters Score -1.656081e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -16560956.000000 Penalty: 13997.803711
	Iteration 48Q: 3 clusters Score -1.656096e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -16561063.000000 Penalty: 13997.803711
	Iteration 49Q: 3 clusters Score -1.656106e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -16561160.000000 Penalty: 13997.803711
	Iteration 50Q: 3 clusters Score -1.656116e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -16561346.000000 Penalty: 13997.803711
	Iteration 51Q: 3 clusters Score -1.656135e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -16561453.000000 Penalty: 13997.803711
	Iteration 52Q: 3 clusters Score -1.656145e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -16561635.000000 Penalty: 13997.803711
	Iteration 53Q: 3 clusters Score -1.656164e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -16561844.000000 Penalty: 13997.803711
	Iteration 54Q: 3 clusters Score -1.656184e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -16562005.000000 Penalty: 13997.803711
	Iteration 55Q: 3 clusters Score -1.6562e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -16562209.000000 Penalty: 13997.803711
	Iteration 56Q: 3 clusters Score -1.656221e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -16562438.000000 Penalty: 13997.803711
	Iteration 57Q: 3 clusters Score -1.656244e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -16562775.000000 Penalty: 13997.803711
	Iteration 58Q: 3 clusters Score -1.656278e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -16563084.000000 Penalty: 13997.803711
	Iteration 59Q: 3 clusters Score -1.656308e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -16563655.000000 Penalty: 13997.803711
	Iteration 60F: 3 clusters Score -1.656366e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -16564671.000000 Penalty: 13997.803711
	Iteration 61Q: 3 clusters Score -1.656467e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -16565956.000000 Penalty: 13997.803711
	Iteration 62Q: 3 clusters Score -1.656596e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -16567403.000000 Penalty: 13997.803711
	Iteration 63Q: 3 clusters Score -1.65674e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -16568346.000000 Penalty: 13997.803711
	Iteration 64Q: 3 clusters Score -1.656835e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -16568857.000000 Penalty: 13997.803711
	Iteration 65Q: 3 clusters Score -1.656886e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -16569025.000000 Penalty: 13997.803711
	Iteration 66Q: 3 clusters Score -1.656902e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -16569087.000000 Penalty: 13997.803711
	Iteration 67Q: 3 clusters Score -1.656909e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -16569188.000000 Penalty: 13997.803711
	Iteration 68Q: 3 clusters Score -1.656919e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -16569179.000000 Penalty: 13997.803711
	Iteration 69Q: 3 clusters Score -1.656918e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -16569194.000000 Penalty: 13997.803711
	Iteration 70Q: 3 clusters Score -1.656919e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -16569205.000000 Penalty: 13997.803711
	Iteration 71Q: 3 clusters Score -1.65692e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -16569226.000000 Penalty: 13997.803711
	Iteration 72Q: 3 clusters Score -1.656923e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -16569271.000000 Penalty: 13997.803711
	Iteration 73Q: 3 clusters Score -1.656927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -16569278.000000 Penalty: 13997.803711
	Iteration 74Q: 3 clusters Score -1.656928e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -16569304.000000 Penalty: 13997.803711
	Iteration 75Q: 3 clusters Score -1.65693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -16569327.000000 Penalty: 13997.803711
	Iteration 76Q: 3 clusters Score -1.656933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -16569337.000000 Penalty: 13997.803711
	Iteration 77Q: 3 clusters Score -1.656934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -16569343.000000 Penalty: 13997.803711
	Iteration 78Q: 3 clusters Score -1.656934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -16569346.000000 Penalty: 13997.803711
	Iteration 79Q: 3 clusters Score -1.656935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -16569408.000000 Penalty: 13997.803711
	Iteration 80F: 3 clusters Score -1.656941e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -16569408.000000 Penalty: 13997.803711
	Iteration 81Q: 3 clusters Score -1.656941e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -16569418.000000 Penalty: 13997.803711
	Iteration 82Q: 3 clusters Score -1.656942e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -16569405.000000 Penalty: 13997.803711
	Iteration 83Q: 3 clusters Score -1.65694e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -16569426.000000 Penalty: 13997.803711
	Iteration 84Q: 3 clusters Score -1.656943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -16569443.000000 Penalty: 13997.803711
	Iteration 85Q: 3 clusters Score -1.656944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -16569424.000000 Penalty: 13997.803711
	Iteration 86Q: 3 clusters Score -1.656942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -16569443.000000 Penalty: 13997.803711
	Iteration 87Q: 3 clusters Score -1.656944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -16569445.000000 Penalty: 13997.803711
	Iteration 88Q: 3 clusters Score -1.656944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -16569438.000000 Penalty: 13997.803711
	Iteration 89Q: 3 clusters Score -1.656944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -16569433.000000 Penalty: 13997.803711
	Iteration 90Q: 3 clusters Score -1.656943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -16569443.000000 Penalty: 13997.803711
	Iteration 91Q: 3 clusters Score -1.656944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -16569444.000000 Penalty: 13997.803711
	Iteration 92Q: 3 clusters Score -1.656944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -16569445.000000 Penalty: 13997.803711
	Iteration 93Q: 3 clusters Score -1.656944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -16569442.000000 Penalty: 13997.803711
	Iteration 94Q: 3 clusters Score -1.656944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -16569448.000000 Penalty: 13997.803711
	Iteration 95Q: 3 clusters Score -1.656945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -16569442.000000 Penalty: 13997.803711
	Iteration 96Q: 3 clusters Score -1.656944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -16569448.000000 Penalty: 13997.803711
	Iteration 97Q: 3 clusters Score -1.656945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -16569437.000000 Penalty: 13997.803711
	Iteration 98Q: 3 clusters Score -1.656944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -16569430.000000 Penalty: 13997.803711
	Iteration 99Q: 3 clusters Score -1.656943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -16569433.000000 Penalty: 13997.803711
	Iteration 100F: 3 clusters Score -1.656943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -16569430.000000 Penalty: 13997.803711
	Iteration 101Q: 3 clusters Score -1.656943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -16569439.000000 Penalty: 13997.803711
	Iteration 102Q: 3 clusters Score -1.656944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -16569430.000000 Penalty: 13997.803711
	Iteration 103Q: 3 clusters Score -1.656943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -16569438.000000 Penalty: 13997.803711
	Iteration 104Q: 3 clusters Score -1.656944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -16569440.000000 Penalty: 13997.803711
	Iteration 105Q: 3 clusters Score -1.656944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -16569443.000000 Penalty: 13997.803711
	Iteration 106Q: 3 clusters Score -1.656944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -16569443.000000 Penalty: 13997.803711
	Iteration 107F: 3 clusters Score -1.656944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 66344 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 194739 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14734 members 
Entering Unmasked Estep 
Score: -226755568.000000 Penalty: 180878.312500
Splitting cluster 13 changes total score from -226734944.000000 to -226755568.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (12323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Entering Unmasked Estep 
Score: -2221831.500000 Penalty: 5769.273926
	Iteration 0F: 2 clusters Score -2221832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2210102.250000 Penalty: 11538.547852
	Iteration 0F: 3 clusters Score -2210102 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2212775.750000 Penalty: 11538.547852
	Iteration 1F: 3 clusters Score -2212776 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2213315.000000 Penalty: 11538.547852
	Iteration 2F: 3 clusters Score -2213315 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2213682.500000 Penalty: 11538.547852
	Iteration 3F: 3 clusters Score -2213682 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2213962.750000 Penalty: 11538.547852
	Iteration 4Q: 3 clusters Score -2213963 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2214250.500000 Penalty: 11538.547852
	Iteration 5Q: 3 clusters Score -2214250 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2214530.500000 Penalty: 11538.547852
	Iteration 6Q: 3 clusters Score -2214530 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2214771.500000 Penalty: 11538.547852
	Iteration 7Q: 3 clusters Score -2214772 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2214953.250000 Penalty: 11538.547852
	Iteration 8Q: 3 clusters Score -2214953 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2215089.000000 Penalty: 11538.547852
	Iteration 9Q: 3 clusters Score -2215089 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2215168.250000 Penalty: 11538.547852
	Iteration 10Q: 3 clusters Score -2215168 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2215226.500000 Penalty: 11538.547852
	Iteration 11Q: 3 clusters Score -2215226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2215274.750000 Penalty: 11538.547852
	Iteration 12Q: 3 clusters Score -2215275 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2215318.750000 Penalty: 11538.547852
	Iteration 13Q: 3 clusters Score -2215319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2215355.250000 Penalty: 11538.547852
	Iteration 14Q: 3 clusters Score -2215355 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2215394.000000 Penalty: 11538.547852
	Iteration 15Q: 3 clusters Score -2215394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2215426.250000 Penalty: 11538.547852
	Iteration 16Q: 3 clusters Score -2215426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2215457.250000 Penalty: 11538.547852
	Iteration 17Q: 3 clusters Score -2215457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2215503.500000 Penalty: 11538.547852
	Iteration 18Q: 3 clusters Score -2215504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2215528.000000 Penalty: 11538.547852
	Iteration 19Q: 3 clusters Score -2215528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2215563.750000 Penalty: 11538.547852
	Iteration 20F: 3 clusters Score -2215564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2215593.000000 Penalty: 11538.547852
	Iteration 21Q: 3 clusters Score -2215593 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2215643.000000 Penalty: 11538.547852
	Iteration 22Q: 3 clusters Score -2215643 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2215694.000000 Penalty: 11538.547852
	Iteration 23Q: 3 clusters Score -2215694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2215741.750000 Penalty: 11538.547852
	Iteration 24Q: 3 clusters Score -2215742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2215797.000000 Penalty: 11538.547852
	Iteration 25Q: 3 clusters Score -2215797 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2215875.250000 Penalty: 11538.547852
	Iteration 26Q: 3 clusters Score -2215875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2215946.000000 Penalty: 11538.547852
	Iteration 27Q: 3 clusters Score -2215946 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2216020.500000 Penalty: 11538.547852
	Iteration 28Q: 3 clusters Score -2216020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2216097.750000 Penalty: 11538.547852
	Iteration 29Q: 3 clusters Score -2216098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2216192.250000 Penalty: 11538.547852
	Iteration 30Q: 3 clusters Score -2216192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2216262.250000 Penalty: 11538.547852
	Iteration 31Q: 3 clusters Score -2216262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2216350.250000 Penalty: 11538.547852
	Iteration 32Q: 3 clusters Score -2216350 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2216428.750000 Penalty: 11538.547852
	Iteration 33Q: 3 clusters Score -2216429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2216514.000000 Penalty: 11538.547852
	Iteration 34Q: 3 clusters Score -2216514 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2216611.250000 Penalty: 11538.547852
	Iteration 35Q: 3 clusters Score -2216611 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2216716.750000 Penalty: 11538.547852
	Iteration 36Q: 3 clusters Score -2216717 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2216803.500000 Penalty: 11538.547852
	Iteration 37Q: 3 clusters Score -2216804 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2216894.500000 Penalty: 11538.547852
	Iteration 38Q: 3 clusters Score -2216894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2216959.500000 Penalty: 11538.547852
	Iteration 39Q: 3 clusters Score -2216960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2217029.500000 Penalty: 11538.547852
	Iteration 40F: 3 clusters Score -2217030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2217081.750000 Penalty: 11538.547852
	Iteration 41Q: 3 clusters Score -2217082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2217126.750000 Penalty: 11538.547852
	Iteration 42Q: 3 clusters Score -2217127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2217158.000000 Penalty: 11538.547852
	Iteration 43Q: 3 clusters Score -2217158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2217188.750000 Penalty: 11538.547852
	Iteration 44Q: 3 clusters Score -2217189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2217217.750000 Penalty: 11538.547852
	Iteration 45Q: 3 clusters Score -2217218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2217245.500000 Penalty: 11538.547852
	Iteration 46Q: 3 clusters Score -2217246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2217268.000000 Penalty: 11538.547852
	Iteration 47Q: 3 clusters Score -2217268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2217287.250000 Penalty: 11538.547852
	Iteration 48Q: 3 clusters Score -2217287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2217310.750000 Penalty: 11538.547852
	Iteration 49Q: 3 clusters Score -2217311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2217329.000000 Penalty: 11538.547852
	Iteration 50Q: 3 clusters Score -2217329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2217345.750000 Penalty: 11538.547852
	Iteration 51Q: 3 clusters Score -2217346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2217359.750000 Penalty: 11538.547852
	Iteration 52Q: 3 clusters Score -2217360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2217370.250000 Penalty: 11538.547852
	Iteration 53Q: 3 clusters Score -2217370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2217378.000000 Penalty: 11538.547852
	Iteration 54Q: 3 clusters Score -2217378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2217380.000000 Penalty: 11538.547852
	Iteration 55Q: 3 clusters Score -2217380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2217388.750000 Penalty: 11538.547852
	Iteration 56Q: 3 clusters Score -2217389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2217391.750000 Penalty: 11538.547852
	Iteration 57Q: 3 clusters Score -2217392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2217397.000000 Penalty: 11538.547852
	Iteration 58Q: 3 clusters Score -2217397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2217397.750000 Penalty: 11538.547852
	Iteration 59Q: 3 clusters Score -2217398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2217406.750000 Penalty: 11538.547852
	Iteration 60F: 3 clusters Score -2217407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2217410.500000 Penalty: 11538.547852
	Iteration 61Q: 3 clusters Score -2217410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2217414.250000 Penalty: 11538.547852
	Iteration 62Q: 3 clusters Score -2217414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2217418.000000 Penalty: 11538.547852
	Iteration 63Q: 3 clusters Score -2217418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2217418.500000 Penalty: 11538.547852
	Iteration 64Q: 3 clusters Score -2217418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2217419.000000 Penalty: 11538.547852
	Iteration 65Q: 3 clusters Score -2217419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2217418.000000 Penalty: 11538.547852
	Iteration 66Q: 3 clusters Score -2217418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2217422.000000 Penalty: 11538.547852
	Iteration 67Q: 3 clusters Score -2217422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2217422.000000 Penalty: 11538.547852
	Iteration 68F: 3 clusters Score -2217422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -909040.687500 Penalty: 5255.697754
	Iteration 0F: 2 clusters Score -909040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -901996.062500 Penalty: 10511.395508
	Iteration 0F: 3 clusters Score -901996.1 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -904200.750000 Penalty: 10511.395508
	Iteration 1F: 3 clusters Score -904200.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -906521.812500 Penalty: 10511.395508
	Iteration 2F: 3 clusters Score -906521.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -910545.687500 Penalty: 10511.395508
	Iteration 3F: 3 clusters Score -910545.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -913988.562500 Penalty: 10511.395508
	Iteration 4F: 3 clusters Score -913988.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -915164.437500 Penalty: 10511.395508
	Iteration 5F: 3 clusters Score -915164.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -915730.187500 Penalty: 10511.395508
	Iteration 6Q: 3 clusters Score -915730.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -915983.687500 Penalty: 10511.395508
	Iteration 7Q: 3 clusters Score -915983.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -916057.875000 Penalty: 10511.395508
	Iteration 8Q: 3 clusters Score -916057.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -916089.750000 Penalty: 10511.395508
	Iteration 9Q: 3 clusters Score -916089.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -916096.500000 Penalty: 10511.395508
	Iteration 10Q: 3 clusters Score -916096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -916099.062500 Penalty: 10511.395508
	Iteration 11Q: 3 clusters Score -916099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -916099.375000 Penalty: 10511.395508
	Iteration 12Q: 3 clusters Score -916099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -916101.125000 Penalty: 10511.395508
	Iteration 13Q: 3 clusters Score -916101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -916100.750000 Penalty: 10511.395508
	Iteration 14Q: 3 clusters Score -916100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -916100.750000 Penalty: 10511.395508
	Iteration 15F: 3 clusters Score -916100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 66344 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 194739 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14734 members 
Entering Unmasked Estep 
Score: -226758160.000000 Penalty: 189491.578125
Splitting cluster 15 changes total score from -226734944.000000 to -226758160.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -448374.218750 Penalty: 4968.923340
	Iteration 0F: 2 clusters Score -448374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -442926.312500 Penalty: 9937.846680
	Iteration 0F: 3 clusters Score -442926.3 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -447601.125000 Penalty: 9937.846680
	Iteration 1F: 3 clusters Score -447601.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -452248.500000 Penalty: 9937.846680
	Iteration 2F: 3 clusters Score -452248.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -454858.156250 Penalty: 9937.846680
	Iteration 3F: 3 clusters Score -454858.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -457785.687500 Penalty: 9937.846680
	Iteration 4F: 3 clusters Score -457785.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -459785.875000 Penalty: 9937.846680
	Iteration 5Q: 3 clusters Score -459785.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -461524.375000 Penalty: 9937.846680
	Iteration 6Q: 3 clusters Score -461524.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -462192.312500 Penalty: 9937.846680
	Iteration 7Q: 3 clusters Score -462192.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -462642.468750 Penalty: 9937.846680
	Iteration 8Q: 3 clusters Score -462642.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -463104.187500 Penalty: 9937.846680
	Iteration 9Q: 3 clusters Score -463104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -463407.281250 Penalty: 9937.846680
	Iteration 10Q: 3 clusters Score -463407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -463506.000000 Penalty: 9937.846680
	Iteration 11Q: 3 clusters Score -463506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -463583.500000 Penalty: 9937.846680
	Iteration 12Q: 3 clusters Score -463583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -463670.406250 Penalty: 9937.846680
	Iteration 13Q: 3 clusters Score -463670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -463717.906250 Penalty: 9937.846680
	Iteration 14Q: 3 clusters Score -463717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -463863.937500 Penalty: 9937.846680
	Iteration 15Q: 3 clusters Score -463863.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -463981.781250 Penalty: 9937.846680
	Iteration 16Q: 3 clusters Score -463981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -464170.906250 Penalty: 9937.846680
	Iteration 17Q: 3 clusters Score -464170.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -464288.093750 Penalty: 9937.846680
	Iteration 18Q: 3 clusters Score -464288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -464368.875000 Penalty: 9937.846680
	Iteration 19Q: 3 clusters Score -464368.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -464516.062500 Penalty: 9937.846680
	Iteration 20F: 3 clusters Score -464516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -464611.437500 Penalty: 9937.846680
	Iteration 21Q: 3 clusters Score -464611.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -464665.562500 Penalty: 9937.846680
	Iteration 22Q: 3 clusters Score -464665.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -464802.500000 Penalty: 9937.846680
	Iteration 23Q: 3 clusters Score -464802.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -465136.781250 Penalty: 9937.846680
	Iteration 24Q: 3 clusters Score -465136.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -465351.906250 Penalty: 9937.846680
	Iteration 25Q: 3 clusters Score -465351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -465488.125000 Penalty: 9937.846680
	Iteration 26Q: 3 clusters Score -465488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -465559.250000 Penalty: 9937.846680
	Iteration 27Q: 3 clusters Score -465559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -465578.375000 Penalty: 9937.846680
	Iteration 28Q: 3 clusters Score -465578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -465580.437500 Penalty: 9937.846680
	Iteration 29Q: 3 clusters Score -465580.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -465590.812500 Penalty: 9937.846680
	Iteration 30F: 3 clusters Score -465590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -465662.875000 Penalty: 9937.846680
	Iteration 31Q: 3 clusters Score -465662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -465696.125000 Penalty: 9937.846680
	Iteration 32Q: 3 clusters Score -465696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -465710.312500 Penalty: 9937.846680
	Iteration 33Q: 3 clusters Score -465710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -465718.812500 Penalty: 9937.846680
	Iteration 34Q: 3 clusters Score -465718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -465730.500000 Penalty: 9937.846680
	Iteration 35Q: 3 clusters Score -465730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -465749.093750 Penalty: 9937.846680
	Iteration 36Q: 3 clusters Score -465749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -465794.562500 Penalty: 9937.846680
	Iteration 37Q: 3 clusters Score -465794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -465859.812500 Penalty: 9937.846680
	Iteration 38Q: 3 clusters Score -465859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -465874.187500 Penalty: 9937.846680
	Iteration 39Q: 3 clusters Score -465874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -465900.843750 Penalty: 9937.846680
	Iteration 40F: 3 clusters Score -465900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 66344 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 194739 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14734 members 
Mstep: Class 23 contains 1789 members 
Entering Unmasked Estep 
Score: -226771632.000000 Penalty: 198104.828125
Splitting cluster 16 changes total score from -226734944.000000 to -226771632.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (36286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Entering Unmasked Estep 
Score: -6311512.500000 Penalty: 6430.752441
	Iteration 0F: 2 clusters Score -6311512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -6284675.000000 Penalty: 12861.504883
	Iteration 0F: 3 clusters Score -6284675 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6293163.000000 Penalty: 12861.504883
	Iteration 1F: 3 clusters Score -6293163 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -6294577.000000 Penalty: 12861.504883
	Iteration 2F: 3 clusters Score -6294577 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -6296232.500000 Penalty: 12861.504883
	Iteration 3F: 3 clusters Score -6296232 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6298002.000000 Penalty: 12861.504883
	Iteration 4F: 3 clusters Score -6298002 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -6299874.500000 Penalty: 12861.504883
	Iteration 5F: 3 clusters Score -6299874 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -6301502.500000 Penalty: 12861.504883
	Iteration 6F: 3 clusters Score -6301502 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6302815.000000 Penalty: 12861.504883
	Iteration 7F: 3 clusters Score -6302815 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -6303670.000000 Penalty: 12861.504883
	Iteration 8Q: 3 clusters Score -6303670 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -6304371.500000 Penalty: 12861.504883
	Iteration 9Q: 3 clusters Score -6304372 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -6304748.500000 Penalty: 12861.504883
	Iteration 10Q: 3 clusters Score -6304748 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -6305026.500000 Penalty: 12861.504883
	Iteration 11Q: 3 clusters Score -6305026 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -6305265.500000 Penalty: 12861.504883
	Iteration 12Q: 3 clusters Score -6305266 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -6305453.500000 Penalty: 12861.504883
	Iteration 13Q: 3 clusters Score -6305454 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6305673.500000 Penalty: 12861.504883
	Iteration 14Q: 3 clusters Score -6305674 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -6305811.000000 Penalty: 12861.504883
	Iteration 15Q: 3 clusters Score -6305811 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -6306015.000000 Penalty: 12861.504883
	Iteration 16Q: 3 clusters Score -6306015 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -6306227.000000 Penalty: 12861.504883
	Iteration 17Q: 3 clusters Score -6306227 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -6306510.500000 Penalty: 12861.504883
	Iteration 18Q: 3 clusters Score -6306510 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -6306838.500000 Penalty: 12861.504883
	Iteration 19Q: 3 clusters Score -6306838 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -6307347.500000 Penalty: 12861.504883
	Iteration 20F: 3 clusters Score -6307348 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -6308049.500000 Penalty: 12861.504883
	Iteration 21Q: 3 clusters Score -6308050 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -6308769.000000 Penalty: 12861.504883
	Iteration 22Q: 3 clusters Score -6308769 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -6309338.500000 Penalty: 12861.504883
	Iteration 23Q: 3 clusters Score -6309338 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -6309772.000000 Penalty: 12861.504883
	Iteration 24Q: 3 clusters Score -6309772 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6310036.000000 Penalty: 12861.504883
	Iteration 25Q: 3 clusters Score -6310036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6310172.000000 Penalty: 12861.504883
	Iteration 26Q: 3 clusters Score -6310172 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -6310223.000000 Penalty: 12861.504883
	Iteration 27Q: 3 clusters Score -6310223 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -6310297.500000 Penalty: 12861.504883
	Iteration 28Q: 3 clusters Score -6310298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -6310367.000000 Penalty: 12861.504883
	Iteration 29Q: 3 clusters Score -6310367 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -6310439.000000 Penalty: 12861.504883
	Iteration 30Q: 3 clusters Score -6310439 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -6310553.000000 Penalty: 12861.504883
	Iteration 31Q: 3 clusters Score -6310553 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -6310617.500000 Penalty: 12861.504883
	Iteration 32Q: 3 clusters Score -6310618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -6310684.500000 Penalty: 12861.504883
	Iteration 33Q: 3 clusters Score -6310684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -6310739.000000 Penalty: 12861.504883
	Iteration 34Q: 3 clusters Score -6310739 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -6310782.000000 Penalty: 12861.504883
	Iteration 35Q: 3 clusters Score -6310782 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -6310776.000000 Penalty: 12861.504883
	Iteration 36Q: 3 clusters Score -6310776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6310802.000000 Penalty: 12861.504883
	Iteration 37Q: 3 clusters Score -6310802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -6310822.000000 Penalty: 12861.504883
	Iteration 38Q: 3 clusters Score -6310822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -6310840.000000 Penalty: 12861.504883
	Iteration 39Q: 3 clusters Score -6310840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6310831.000000 Penalty: 12861.504883
	Iteration 40F: 3 clusters Score -6310831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6310846.000000 Penalty: 12861.504883
	Iteration 41Q: 3 clusters Score -6310846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -6310835.500000 Penalty: 12861.504883
	Iteration 42Q: 3 clusters Score -6310836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6310826.000000 Penalty: 12861.504883
	Iteration 43Q: 3 clusters Score -6310826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -6310835.000000 Penalty: 12861.504883
	Iteration 44Q: 3 clusters Score -6310835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -6310849.000000 Penalty: 12861.504883
	Iteration 45Q: 3 clusters Score -6310849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -6310849.500000 Penalty: 12861.504883
	Iteration 46Q: 3 clusters Score -6310850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -6310849.000000 Penalty: 12861.504883
	Iteration 47Q: 3 clusters Score -6310849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6310850.500000 Penalty: 12861.504883
	Iteration 48Q: 3 clusters Score -6310850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6310849.500000 Penalty: 12861.504883
	Iteration 49Q: 3 clusters Score -6310850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -6310854.000000 Penalty: 12861.504883
	Iteration 50Q: 3 clusters Score -6310854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -6310854.000000 Penalty: 12861.504883
	Iteration 51Q: 3 clusters Score -6310854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -6310856.500000 Penalty: 12861.504883
	Iteration 52Q: 3 clusters Score -6310856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -6310854.500000 Penalty: 12861.504883
	Iteration 53Q: 3 clusters Score -6310854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -6310863.000000 Penalty: 12861.504883
	Iteration 54Q: 3 clusters Score -6310863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -6310869.500000 Penalty: 12861.504883
	Iteration 55Q: 3 clusters Score -6310870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6310866.000000 Penalty: 12861.504883
	Iteration 56Q: 3 clusters Score -6310866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -6310868.000000 Penalty: 12861.504883
	Iteration 57Q: 3 clusters Score -6310868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -6310868.500000 Penalty: 12861.504883
	Iteration 58Q: 3 clusters Score -6310868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -6310868.500000 Penalty: 12861.504883
	Iteration 59F: 3 clusters Score -6310868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (194739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194739 members 
Entering Unmasked Estep 
Score: -35092880.000000 Penalty: 7459.892090
	Iteration 0F: 2 clusters Score -3.509288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -34962036.000000 Penalty: 14919.784180
	Iteration 0F: 3 clusters Score -3.496204e+07 nChanged 91332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -35014048.000000 Penalty: 14919.784180
	Iteration 1F: 3 clusters Score -3.501405e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -35015396.000000 Penalty: 14919.784180
	Iteration 2Q: 3 clusters Score -3.50154e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -35017376.000000 Penalty: 14919.784180
	Iteration 3Q: 3 clusters Score -3.501738e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -35019892.000000 Penalty: 14919.784180
	Iteration 4Q: 3 clusters Score -3.501989e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -35024568.000000 Penalty: 14919.784180
	Iteration 5Q: 3 clusters Score -3.502457e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -35032036.000000 Penalty: 14919.784180
	Iteration 6F: 3 clusters Score -3.503204e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -35040864.000000 Penalty: 14919.784180
	Iteration 7F: 3 clusters Score -3.504086e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -35049280.000000 Penalty: 14919.784180
	Iteration 8F: 3 clusters Score -3.504928e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -35055956.000000 Penalty: 14919.784180
	Iteration 9F: 3 clusters Score -3.505596e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -35060052.000000 Penalty: 14919.784180
	Iteration 10F: 3 clusters Score -3.506005e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -35062480.000000 Penalty: 14919.784180
	Iteration 11Q: 3 clusters Score -3.506248e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 107811 members 
Entering Unmasked Estep 
Score: -35063984.000000 Penalty: 14919.784180
	Iteration 12Q: 3 clusters Score -3.506398e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -35065156.000000 Penalty: 14919.784180
	Iteration 13Q: 3 clusters Score -3.506516e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -35066292.000000 Penalty: 14919.784180
	Iteration 14Q: 3 clusters Score -3.506629e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -35067696.000000 Penalty: 14919.784180
	Iteration 15Q: 3 clusters Score -3.50677e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -35069360.000000 Penalty: 14919.784180
	Iteration 16Q: 3 clusters Score -3.506936e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 124548 members 
Entering Unmasked Estep 
Score: -35071088.000000 Penalty: 14919.784180
	Iteration 17Q: 3 clusters Score -3.507109e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 128814 members 
Entering Unmasked Estep 
Score: -35073040.000000 Penalty: 14919.784180
	Iteration 18Q: 3 clusters Score -3.507304e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 133238 members 
Entering Unmasked Estep 
Score: -35074984.000000 Penalty: 14919.784180
	Iteration 19Q: 3 clusters Score -3.507498e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 137703 members 
Entering Unmasked Estep 
Score: -35077304.000000 Penalty: 14919.784180
	Iteration 20F: 3 clusters Score -3.50773e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -35079144.000000 Penalty: 14919.784180
	Iteration 21Q: 3 clusters Score -3.507914e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 146269 members 
Entering Unmasked Estep 
Score: -35080764.000000 Penalty: 14919.784180
	Iteration 22Q: 3 clusters Score -3.508076e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -35082380.000000 Penalty: 14919.784180
	Iteration 23Q: 3 clusters Score -3.508238e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -35084096.000000 Penalty: 14919.784180
	Iteration 24Q: 3 clusters Score -3.50841e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -35085808.000000 Penalty: 14919.784180
	Iteration 25Q: 3 clusters Score -3.508581e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -35087544.000000 Penalty: 14919.784180
	Iteration 26Q: 3 clusters Score -3.508754e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -35089064.000000 Penalty: 14919.784180
	Iteration 27Q: 3 clusters Score -3.508906e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 166628 members 
Entering Unmasked Estep 
Score: -35090996.000000 Penalty: 14919.784180
	Iteration 28Q: 3 clusters Score -3.5091e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -35093012.000000 Penalty: 14919.784180
	Iteration 29Q: 3 clusters Score -3.509301e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -35095208.000000 Penalty: 14919.784180
	Iteration 30Q: 3 clusters Score -3.509521e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 173201 members 
Entering Unmasked Estep 
Score: -35097224.000000 Penalty: 14919.784180
	Iteration 31Q: 3 clusters Score -3.509722e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -35098584.000000 Penalty: 14919.784180
	Iteration 32Q: 3 clusters Score -3.509858e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -35099164.000000 Penalty: 14919.784180
	Iteration 33Q: 3 clusters Score -3.509916e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -35099620.000000 Penalty: 14919.784180
	Iteration 34Q: 3 clusters Score -3.509962e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -35099924.000000 Penalty: 14919.784180
	Iteration 35Q: 3 clusters Score -3.509992e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -35100020.000000 Penalty: 14919.784180
	Iteration 36Q: 3 clusters Score -3.510002e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -35100096.000000 Penalty: 14919.784180
	Iteration 37Q: 3 clusters Score -3.51001e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 177402 members 
Entering Unmasked Estep 
Score: -35100196.000000 Penalty: 14919.784180
	Iteration 38Q: 3 clusters Score -3.51002e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 177531 members 
Entering Unmasked Estep 
Score: -35100204.000000 Penalty: 14919.784180
	Iteration 39Q: 3 clusters Score -3.51002e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 177614 members 
Entering Unmasked Estep 
Score: -35100204.000000 Penalty: 14919.784180
	Iteration 40F: 3 clusters Score -3.51002e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -35100264.000000 Penalty: 14919.784180
	Iteration 41Q: 3 clusters Score -3.510026e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -35100280.000000 Penalty: 14919.784180
	Iteration 42Q: 3 clusters Score -3.510028e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -35100252.000000 Penalty: 14919.784180
	Iteration 43Q: 3 clusters Score -3.510025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 177841 members 
Entering Unmasked Estep 
Score: -35100244.000000 Penalty: 14919.784180
	Iteration 44Q: 3 clusters Score -3.510024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -35100264.000000 Penalty: 14919.784180
	Iteration 45Q: 3 clusters Score -3.510026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -35100268.000000 Penalty: 14919.784180
	Iteration 46Q: 3 clusters Score -3.510027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 177887 members 
Entering Unmasked Estep 
Score: -35100252.000000 Penalty: 14919.784180
	Iteration 47Q: 3 clusters Score -3.510025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -35100252.000000 Penalty: 14919.784180
	Iteration 48Q: 3 clusters Score -3.510025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -35100244.000000 Penalty: 14919.784180
	Iteration 49Q: 3 clusters Score -3.510024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 177910 members 
Entering Unmasked Estep 
Score: -35100236.000000 Penalty: 14919.784180
	Iteration 50Q: 3 clusters Score -3.510024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 177915 members 
Entering Unmasked Estep 
Score: -35100236.000000 Penalty: 14919.784180
	Iteration 51Q: 3 clusters Score -3.510024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 177918 members 
Entering Unmasked Estep 
Score: -35100252.000000 Penalty: 14919.784180
	Iteration 52Q: 3 clusters Score -3.510025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 177919 members 
Entering Unmasked Estep 
Score: -35100244.000000 Penalty: 14919.784180
	Iteration 53Q: 3 clusters Score -3.510024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 177919 members 
Entering Unmasked Estep 
Score: -35100244.000000 Penalty: 14919.784180
	Iteration 54F: 3 clusters Score -3.510024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 66344 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 14734 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 177919 members 
Entering Unmasked Estep 
Score: -226778608.000000 Penalty: 206718.078125
Splitting cluster 18 changes total score from -226734944.000000 to -226778608.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (21845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Entering Unmasked Estep 
Score: -3714824.000000 Penalty: 6119.933105
	Iteration 0F: 2 clusters Score -3714824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3697246.000000 Penalty: 12239.866211
	Iteration 0F: 3 clusters Score -3697246 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3701963.000000 Penalty: 12239.866211
	Iteration 1F: 3 clusters Score -3701963 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3702588.500000 Penalty: 12239.866211
	Iteration 2F: 3 clusters Score -3702588 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3703104.250000 Penalty: 12239.866211
	Iteration 3Q: 3 clusters Score -3703104 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3703510.250000 Penalty: 12239.866211
	Iteration 4Q: 3 clusters Score -3703510 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3703834.250000 Penalty: 12239.866211
	Iteration 5Q: 3 clusters Score -3703834 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3704138.750000 Penalty: 12239.866211
	Iteration 6Q: 3 clusters Score -3704139 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3704446.000000 Penalty: 12239.866211
	Iteration 7Q: 3 clusters Score -3704446 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3704773.500000 Penalty: 12239.866211
	Iteration 8Q: 3 clusters Score -3704774 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3705127.500000 Penalty: 12239.866211
	Iteration 9Q: 3 clusters Score -3705128 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3705534.500000 Penalty: 12239.866211
	Iteration 10Q: 3 clusters Score -3705534 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3706003.500000 Penalty: 12239.866211
	Iteration 11Q: 3 clusters Score -3706004 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3706575.750000 Penalty: 12239.866211
	Iteration 12Q: 3 clusters Score -3706576 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3707111.000000 Penalty: 12239.866211
	Iteration 13Q: 3 clusters Score -3707111 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3707664.250000 Penalty: 12239.866211
	Iteration 14Q: 3 clusters Score -3707664 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3708195.500000 Penalty: 12239.866211
	Iteration 15Q: 3 clusters Score -3708196 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3708648.750000 Penalty: 12239.866211
	Iteration 16Q: 3 clusters Score -3708649 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3709021.750000 Penalty: 12239.866211
	Iteration 17Q: 3 clusters Score -3709022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3709295.250000 Penalty: 12239.866211
	Iteration 18Q: 3 clusters Score -3709295 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3709533.750000 Penalty: 12239.866211
	Iteration 19Q: 3 clusters Score -3709534 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3709734.500000 Penalty: 12239.866211
	Iteration 20F: 3 clusters Score -3709734 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3709887.500000 Penalty: 12239.866211
	Iteration 21Q: 3 clusters Score -3709888 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3709981.250000 Penalty: 12239.866211
	Iteration 22Q: 3 clusters Score -3709981 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3710053.500000 Penalty: 12239.866211
	Iteration 23Q: 3 clusters Score -3710054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3710127.000000 Penalty: 12239.866211
	Iteration 24Q: 3 clusters Score -3710127 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3710176.750000 Penalty: 12239.866211
	Iteration 25Q: 3 clusters Score -3710177 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3710238.250000 Penalty: 12239.866211
	Iteration 26Q: 3 clusters Score -3710238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3710283.250000 Penalty: 12239.866211
	Iteration 27Q: 3 clusters Score -3710283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3710310.500000 Penalty: 12239.866211
	Iteration 28Q: 3 clusters Score -3710310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3710333.250000 Penalty: 12239.866211
	Iteration 29Q: 3 clusters Score -3710333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3710363.250000 Penalty: 12239.866211
	Iteration 30Q: 3 clusters Score -3710363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3710373.250000 Penalty: 12239.866211
	Iteration 31Q: 3 clusters Score -3710373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3710394.750000 Penalty: 12239.866211
	Iteration 32Q: 3 clusters Score -3710395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3710428.000000 Penalty: 12239.866211
	Iteration 33Q: 3 clusters Score -3710428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3710435.250000 Penalty: 12239.866211
	Iteration 34Q: 3 clusters Score -3710435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3710460.500000 Penalty: 12239.866211
	Iteration 35Q: 3 clusters Score -3710460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3710479.250000 Penalty: 12239.866211
	Iteration 36Q: 3 clusters Score -3710479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3710495.250000 Penalty: 12239.866211
	Iteration 37Q: 3 clusters Score -3710495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3710510.500000 Penalty: 12239.866211
	Iteration 38Q: 3 clusters Score -3710510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3710532.500000 Penalty: 12239.866211
	Iteration 39Q: 3 clusters Score -3710532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3710558.500000 Penalty: 12239.866211
	Iteration 40F: 3 clusters Score -3710558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3710593.000000 Penalty: 12239.866211
	Iteration 41Q: 3 clusters Score -3710593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3710614.000000 Penalty: 12239.866211
	Iteration 42Q: 3 clusters Score -3710614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3710630.750000 Penalty: 12239.866211
	Iteration 43Q: 3 clusters Score -3710631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3710643.000000 Penalty: 12239.866211
	Iteration 44Q: 3 clusters Score -3710643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3710673.750000 Penalty: 12239.866211
	Iteration 45Q: 3 clusters Score -3710674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3710693.500000 Penalty: 12239.866211
	Iteration 46Q: 3 clusters Score -3710694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3710703.500000 Penalty: 12239.866211
	Iteration 47Q: 3 clusters Score -3710704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3710725.000000 Penalty: 12239.866211
	Iteration 48Q: 3 clusters Score -3710725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3710742.000000 Penalty: 12239.866211
	Iteration 49Q: 3 clusters Score -3710742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3710751.250000 Penalty: 12239.866211
	Iteration 50Q: 3 clusters Score -3710751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3710764.750000 Penalty: 12239.866211
	Iteration 51Q: 3 clusters Score -3710765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3710767.250000 Penalty: 12239.866211
	Iteration 52Q: 3 clusters Score -3710767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3710775.000000 Penalty: 12239.866211
	Iteration 53Q: 3 clusters Score -3710775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3710780.750000 Penalty: 12239.866211
	Iteration 54Q: 3 clusters Score -3710781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3710783.500000 Penalty: 12239.866211
	Iteration 55Q: 3 clusters Score -3710784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3710787.000000 Penalty: 12239.866211
	Iteration 56Q: 3 clusters Score -3710787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3710804.000000 Penalty: 12239.866211
	Iteration 57Q: 3 clusters Score -3710804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3710809.500000 Penalty: 12239.866211
	Iteration 58Q: 3 clusters Score -3710810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3710818.250000 Penalty: 12239.866211
	Iteration 59Q: 3 clusters Score -3710818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3710821.500000 Penalty: 12239.866211
	Iteration 60F: 3 clusters Score -3710822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3710823.250000 Penalty: 12239.866211
	Iteration 61Q: 3 clusters Score -3710823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3710827.000000 Penalty: 12239.866211
	Iteration 62Q: 3 clusters Score -3710827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3710835.000000 Penalty: 12239.866211
	Iteration 63Q: 3 clusters Score -3710835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3710837.000000 Penalty: 12239.866211
	Iteration 64Q: 3 clusters Score -3710837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3710848.750000 Penalty: 12239.866211
	Iteration 65Q: 3 clusters Score -3710849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3710861.750000 Penalty: 12239.866211
	Iteration 66Q: 3 clusters Score -3710862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3710873.500000 Penalty: 12239.866211
	Iteration 67Q: 3 clusters Score -3710874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3710876.500000 Penalty: 12239.866211
	Iteration 68Q: 3 clusters Score -3710876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3710882.500000 Penalty: 12239.866211
	Iteration 69Q: 3 clusters Score -3710882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3710880.500000 Penalty: 12239.866211
	Iteration 70Q: 3 clusters Score -3710880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3710892.750000 Penalty: 12239.866211
	Iteration 71Q: 3 clusters Score -3710893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3710897.000000 Penalty: 12239.866211
	Iteration 72Q: 3 clusters Score -3710897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3710898.000000 Penalty: 12239.866211
	Iteration 73Q: 3 clusters Score -3710898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3710902.500000 Penalty: 12239.866211
	Iteration 74Q: 3 clusters Score -3710902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3710908.250000 Penalty: 12239.866211
	Iteration 75Q: 3 clusters Score -3710908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3710907.000000 Penalty: 12239.866211
	Iteration 76Q: 3 clusters Score -3710907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3710910.000000 Penalty: 12239.866211
	Iteration 77Q: 3 clusters Score -3710910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3710916.250000 Penalty: 12239.866211
	Iteration 78Q: 3 clusters Score -3710916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3710925.500000 Penalty: 12239.866211
	Iteration 79Q: 3 clusters Score -3710926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3710935.750000 Penalty: 12239.866211
	Iteration 80F: 3 clusters Score -3710936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3710933.750000 Penalty: 12239.866211
	Iteration 81Q: 3 clusters Score -3710934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3710946.000000 Penalty: 12239.866211
	Iteration 82Q: 3 clusters Score -3710946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3710948.000000 Penalty: 12239.866211
	Iteration 83Q: 3 clusters Score -3710948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3710952.500000 Penalty: 12239.866211
	Iteration 84Q: 3 clusters Score -3710952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3710950.000000 Penalty: 12239.866211
	Iteration 85Q: 3 clusters Score -3710950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3710945.000000 Penalty: 12239.866211
	Iteration 86Q: 3 clusters Score -3710945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3710950.250000 Penalty: 12239.866211
	Iteration 87Q: 3 clusters Score -3710950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3710950.750000 Penalty: 12239.866211
	Iteration 88Q: 3 clusters Score -3710951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3710951.750000 Penalty: 12239.866211
	Iteration 89Q: 3 clusters Score -3710952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3710951.250000 Penalty: 12239.866211
	Iteration 90Q: 3 clusters Score -3710951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3710955.750000 Penalty: 12239.866211
	Iteration 91Q: 3 clusters Score -3710956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3710963.750000 Penalty: 12239.866211
	Iteration 92Q: 3 clusters Score -3710964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3710967.500000 Penalty: 12239.866211
	Iteration 93Q: 3 clusters Score -3710968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3710969.000000 Penalty: 12239.866211
	Iteration 94Q: 3 clusters Score -3710969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3710969.750000 Penalty: 12239.866211
	Iteration 95Q: 3 clusters Score -3710970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3710969.750000 Penalty: 12239.866211
	Iteration 96F: 3 clusters Score -3710970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -454943.812500 Penalty: 4887.764160
	Iteration 0F: 2 clusters Score -454943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -449586.593750 Penalty: 9775.528320
	Iteration 0F: 3 clusters Score -449586.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -452950.468750 Penalty: 9775.528320
	Iteration 1F: 3 clusters Score -452950.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -455565.343750 Penalty: 9775.528320
	Iteration 2F: 3 clusters Score -455565.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -456703.281250 Penalty: 9775.528320
	Iteration 3F: 3 clusters Score -456703.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -457065.187500 Penalty: 9775.528320
	Iteration 4F: 3 clusters Score -457065.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -457223.625000 Penalty: 9775.528320
	Iteration 5Q: 3 clusters Score -457223.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -457330.718750 Penalty: 9775.528320
	Iteration 6Q: 3 clusters Score -457330.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -457418.281250 Penalty: 9775.528320
	Iteration 7Q: 3 clusters Score -457418.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -457459.500000 Penalty: 9775.528320
	Iteration 8Q: 3 clusters Score -457459.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -457491.718750 Penalty: 9775.528320
	Iteration 9Q: 3 clusters Score -457491.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -457516.062500 Penalty: 9775.528320
	Iteration 10Q: 3 clusters Score -457516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -457529.281250 Penalty: 9775.528320
	Iteration 11Q: 3 clusters Score -457529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -457539.875000 Penalty: 9775.528320
	Iteration 12Q: 3 clusters Score -457539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -457555.125000 Penalty: 9775.528320
	Iteration 13Q: 3 clusters Score -457555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -457579.906250 Penalty: 9775.528320
	Iteration 14Q: 3 clusters Score -457579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -457624.312500 Penalty: 9775.528320
	Iteration 15Q: 3 clusters Score -457624.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -457680.625000 Penalty: 9775.528320
	Iteration 16Q: 3 clusters Score -457680.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -457797.000000 Penalty: 9775.528320
	Iteration 17Q: 3 clusters Score -457797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -458042.406250 Penalty: 9775.528320
	Iteration 18Q: 3 clusters Score -458042.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -458293.031250 Penalty: 9775.528320
	Iteration 19Q: 3 clusters Score -458293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -458329.250000 Penalty: 9775.528320
	Iteration 20F: 3 clusters Score -458329.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -458355.312500 Penalty: 9775.528320
	Iteration 21Q: 3 clusters Score -458355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -458372.375000 Penalty: 9775.528320
	Iteration 22Q: 3 clusters Score -458372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -458383.906250 Penalty: 9775.528320
	Iteration 23Q: 3 clusters Score -458383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -458390.250000 Penalty: 9775.528320
	Iteration 24Q: 3 clusters Score -458390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -458394.250000 Penalty: 9775.528320
	Iteration 25Q: 3 clusters Score -458394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -458394.250000 Penalty: 9775.528320
	Iteration 26F: 3 clusters Score -458394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 66344 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 14734 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 177919 members 
Mstep: Class 25 contains 884 members 
Entering Unmasked Estep 
Score: -226777520.000000 Penalty: 215331.328125
Splitting cluster 21 changes total score from -226734944.000000 to -226777520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (14734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Entering Unmasked Estep 
Score: -2494043.250000 Penalty: 5878.721680
	Iteration 0F: 2 clusters Score -2494043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2480856.500000 Penalty: 11757.443359
	Iteration 0F: 3 clusters Score -2480856 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2485321.500000 Penalty: 11757.443359
	Iteration 1F: 3 clusters Score -2485322 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2488076.500000 Penalty: 11757.443359
	Iteration 2F: 3 clusters Score -2488076 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2490135.000000 Penalty: 11757.443359
	Iteration 3F: 3 clusters Score -2490135 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2491872.750000 Penalty: 11757.443359
	Iteration 4F: 3 clusters Score -2491873 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2493428.750000 Penalty: 11757.443359
	Iteration 5F: 3 clusters Score -2493429 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2494875.750000 Penalty: 11757.443359
	Iteration 6F: 3 clusters Score -2494876 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2496179.000000 Penalty: 11757.443359
	Iteration 7F: 3 clusters Score -2496179 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2497228.750000 Penalty: 11757.443359
	Iteration 8Q: 3 clusters Score -2497229 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2497958.500000 Penalty: 11757.443359
	Iteration 9Q: 3 clusters Score -2497958 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2498390.000000 Penalty: 11757.443359
	Iteration 10Q: 3 clusters Score -2498390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2498642.500000 Penalty: 11757.443359
	Iteration 11Q: 3 clusters Score -2498642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2498737.500000 Penalty: 11757.443359
	Iteration 12Q: 3 clusters Score -2498738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2498780.250000 Penalty: 11757.443359
	Iteration 13Q: 3 clusters Score -2498780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2498797.250000 Penalty: 11757.443359
	Iteration 14Q: 3 clusters Score -2498797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2498821.750000 Penalty: 11757.443359
	Iteration 15Q: 3 clusters Score -2498822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2498849.250000 Penalty: 11757.443359
	Iteration 16Q: 3 clusters Score -2498849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2498867.250000 Penalty: 11757.443359
	Iteration 17Q: 3 clusters Score -2498867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2498878.500000 Penalty: 11757.443359
	Iteration 18Q: 3 clusters Score -2498878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2498907.750000 Penalty: 11757.443359
	Iteration 19Q: 3 clusters Score -2498908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2498949.000000 Penalty: 11757.443359
	Iteration 20F: 3 clusters Score -2498949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2498992.250000 Penalty: 11757.443359
	Iteration 21Q: 3 clusters Score -2498992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2499005.000000 Penalty: 11757.443359
	Iteration 22Q: 3 clusters Score -2499005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2499016.000000 Penalty: 11757.443359
	Iteration 23Q: 3 clusters Score -2499016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2499020.000000 Penalty: 11757.443359
	Iteration 24Q: 3 clusters Score -2499020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2499052.250000 Penalty: 11757.443359
	Iteration 25Q: 3 clusters Score -2499052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2499115.750000 Penalty: 11757.443359
	Iteration 26Q: 3 clusters Score -2499116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2499177.250000 Penalty: 11757.443359
	Iteration 27Q: 3 clusters Score -2499177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2499190.750000 Penalty: 11757.443359
	Iteration 28Q: 3 clusters Score -2499191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2499197.750000 Penalty: 11757.443359
	Iteration 29Q: 3 clusters Score -2499198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2499203.000000 Penalty: 11757.443359
	Iteration 30Q: 3 clusters Score -2499203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2499204.000000 Penalty: 11757.443359
	Iteration 31Q: 3 clusters Score -2499204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2499205.750000 Penalty: 11757.443359
	Iteration 32Q: 3 clusters Score -2499206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2499205.750000 Penalty: 11757.443359
	Iteration 33F: 3 clusters Score -2499206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 66344 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 12952 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 177919 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 1782 members 
Entering Unmasked Estep 
Score: -226779440.000000 Penalty: 223944.578125
Splitting cluster 22 changes total score from -226734944.000000 to -226779440.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 4 contains 135999 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 164402 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 10 contains 433091 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 70939 members 
Mstep: Class 13 contains 25402 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 36286 members 
Mstep: Class 18 contains 16820 members 
Mstep: Class 20 contains 21845 members 
Mstep: Class 21 contains 2038 members 
Mstep: Class 22 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226794128.000000 Penalty: 223944.578125
Iteration 39Q: 27 clusters Score -2.267941e+08 nChanged 27502
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 134631 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 163760 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 32183 members 
Mstep: Class 9 contains 62803 members 
Mstep: Class 10 contains 438064 members 
Mstep: Class 11 contains 8425 members 
Mstep: Class 12 contains 71110 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 34257 members 
Mstep: Class 18 contains 16986 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 22074 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 13661 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 175095 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226811168.000000 Penalty: 223944.578125
Iteration 40F: 27 clusters Score -2.268112e+08 nChanged 21889
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 132186 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 162217 members 
Mstep: Class 7 contains 8400 members 
Mstep: Class 8 contains 33784 members 
Mstep: Class 9 contains 63668 members 
Mstep: Class 10 contains 441705 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 71343 members 
Mstep: Class 13 contains 27051 members 
Mstep: Class 14 contains 12429 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 31763 members 
Mstep: Class 18 contains 16604 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 21869 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 174767 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819152.000000 Penalty: 223944.578125
Iteration 41Q: 27 clusters Score -2.268192e+08 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 129871 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 160683 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 35084 members 
Mstep: Class 9 contains 63978 members 
Mstep: Class 10 contains 445383 members 
Mstep: Class 11 contains 7858 members 
Mstep: Class 12 contains 71598 members 
Mstep: Class 13 contains 27889 members 
Mstep: Class 14 contains 12482 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 29712 members 
Mstep: Class 18 contains 16209 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 21796 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 174568 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821888.000000 Penalty: 223944.578125
Iteration 42Q: 27 clusters Score -2.268219e+08 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 127785 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 159439 members 
Mstep: Class 7 contains 8381 members 
Mstep: Class 8 contains 36099 members 
Mstep: Class 9 contains 64115 members 
Mstep: Class 10 contains 448564 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 71887 members 
Mstep: Class 13 contains 28678 members 
Mstep: Class 14 contains 12506 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 27958 members 
Mstep: Class 18 contains 15846 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 21767 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 14523 members 
Mstep: Class 23 contains 1425 members 
Mstep: Class 24 contains 174428 members 
Mstep: Class 25 contains 881 members 
Mstep: Class 26 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821504.000000 Penalty: 223944.578125
Iteration 43Q: 27 clusters Score -2.268215e+08 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 126008 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 158283 members 
Mstep: Class 7 contains 8375 members 
Mstep: Class 8 contains 36865 members 
Mstep: Class 9 contains 64201 members 
Mstep: Class 10 contains 451423 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 72187 members 
Mstep: Class 13 contains 29313 members 
Mstep: Class 14 contains 12521 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 26535 members 
Mstep: Class 18 contains 15516 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 21723 members 
Mstep: Class 21 contains 1997 members 
Mstep: Class 22 contains 14686 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 174351 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822336.000000 Penalty: 223944.578125
Iteration 44Q: 27 clusters Score -2.268223e+08 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 124472 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 157213 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 37481 members 
Mstep: Class 9 contains 64166 members 
Mstep: Class 10 contains 453838 members 
Mstep: Class 11 contains 7645 members 
Mstep: Class 12 contains 72512 members 
Mstep: Class 13 contains 29889 members 
Mstep: Class 14 contains 12538 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 18 contains 15233 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 21741 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 174342 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822528.000000 Penalty: 223944.578125
Iteration 45Q: 27 clusters Score -2.268225e+08 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 123121 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 156320 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 37996 members 
Mstep: Class 9 contains 64094 members 
Mstep: Class 10 contains 455973 members 
Mstep: Class 11 contains 7628 members 
Mstep: Class 12 contains 72817 members 
Mstep: Class 13 contains 30402 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 24420 members 
Mstep: Class 18 contains 14909 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 21781 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 14925 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 174313 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822544.000000 Penalty: 223944.578125
Iteration 46Q: 27 clusters Score -2.268225e+08 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 121980 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 155554 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 38395 members 
Mstep: Class 9 contains 64032 members 
Mstep: Class 10 contains 457802 members 
Mstep: Class 11 contains 7620 members 
Mstep: Class 12 contains 73087 members 
Mstep: Class 13 contains 30850 members 
Mstep: Class 14 contains 12576 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 23644 members 
Mstep: Class 18 contains 14625 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 21769 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174302 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822464.000000 Penalty: 223944.578125
Iteration 47Q: 27 clusters Score -2.268225e+08 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 2995 members 
Mstep: Class 4 contains 120954 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 154866 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 38673 members 
Mstep: Class 9 contains 64002 members 
Mstep: Class 10 contains 459467 members 
Mstep: Class 11 contains 7604 members 
Mstep: Class 12 contains 73364 members 
Mstep: Class 13 contains 31229 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 22979 members 
Mstep: Class 18 contains 14372 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 174295 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822576.000000 Penalty: 223944.578125
Iteration 48Q: 27 clusters Score -2.268226e+08 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 120170 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 154255 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 38876 members 
Mstep: Class 9 contains 63979 members 
Mstep: Class 10 contains 460912 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 73619 members 
Mstep: Class 13 contains 31534 members 
Mstep: Class 14 contains 12632 members 
Mstep: Class 15 contains 5165 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 22425 members 
Mstep: Class 18 contains 14083 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 21750 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 15153 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 174269 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821536.000000 Penalty: 223944.578125
Iteration 49Q: 27 clusters Score -2.268215e+08 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 119605 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 153667 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 39028 members 
Mstep: Class 9 contains 63960 members 
Mstep: Class 10 contains 462090 members 
Mstep: Class 11 contains 7585 members 
Mstep: Class 12 contains 73881 members 
Mstep: Class 13 contains 31791 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 21987 members 
Mstep: Class 18 contains 13790 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 21765 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 15193 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174247 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820736.000000 Penalty: 223944.578125
Iteration 50Q: 27 clusters Score -2.268207e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 119184 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 153172 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39165 members 
Mstep: Class 9 contains 63947 members 
Mstep: Class 10 contains 463109 members 
Mstep: Class 11 contains 7579 members 
Mstep: Class 12 contains 74067 members 
Mstep: Class 13 contains 32009 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 13516 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 21780 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15230 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174240 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820384.000000 Penalty: 223944.578125
Iteration 51Q: 27 clusters Score -2.268204e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 118797 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 152700 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39282 members 
Mstep: Class 9 contains 63942 members 
Mstep: Class 10 contains 464021 members 
Mstep: Class 11 contains 7583 members 
Mstep: Class 12 contains 74226 members 
Mstep: Class 13 contains 32207 members 
Mstep: Class 14 contains 12707 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 21242 members 
Mstep: Class 18 contains 13241 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 21796 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15272 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174227 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819472.000000 Penalty: 223944.578125
Iteration 52Q: 27 clusters Score -2.268195e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 118488 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 152302 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39375 members 
Mstep: Class 9 contains 63950 members 
Mstep: Class 10 contains 464821 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 74373 members 
Mstep: Class 13 contains 32365 members 
Mstep: Class 14 contains 12728 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 20920 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 21814 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174208 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819248.000000 Penalty: 223944.578125
Iteration 53Q: 27 clusters Score -2.268192e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 118292 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 151930 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 63943 members 
Mstep: Class 10 contains 465472 members 
Mstep: Class 11 contains 7568 members 
Mstep: Class 12 contains 74508 members 
Mstep: Class 13 contains 32494 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 20670 members 
Mstep: Class 18 contains 12780 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21830 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15359 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174196 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819440.000000 Penalty: 223944.578125
Iteration 54Q: 27 clusters Score -2.268194e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 118158 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 151573 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39481 members 
Mstep: Class 9 contains 63915 members 
Mstep: Class 10 contains 466082 members 
Mstep: Class 11 contains 7570 members 
Mstep: Class 12 contains 74625 members 
Mstep: Class 13 contains 32604 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 20464 members 
Mstep: Class 18 contains 12536 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15399 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174190 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819760.000000 Penalty: 223944.578125
Iteration 55Q: 27 clusters Score -2.268198e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 117993 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 151261 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39516 members 
Mstep: Class 9 contains 63921 members 
Mstep: Class 10 contains 466641 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 74730 members 
Mstep: Class 13 contains 32683 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 20318 members 
Mstep: Class 18 contains 12322 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21853 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15422 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174173 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819584.000000 Penalty: 223944.578125
Iteration 56Q: 27 clusters Score -2.268196e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 3253 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 4 contains 117839 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 150964 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 39550 members 
Mstep: Class 9 contains 63927 members 
Mstep: Class 10 contains 467125 members 
Mstep: Class 11 contains 7567 members 
Mstep: Class 12 contains 74838 members 
Mstep: Class 13 contains 32753 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 20190 members 
Mstep: Class 18 contains 12148 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21843 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15449 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174173 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819120.000000 Penalty: 223944.578125
Iteration 57Q: 27 clusters Score -2.268191e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 3069 members 
Mstep: Class 4 contains 117701 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 150717 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 39579 members 
Mstep: Class 9 contains 63933 members 
Mstep: Class 10 contains 467530 members 
Mstep: Class 11 contains 7565 members 
Mstep: Class 12 contains 74930 members 
Mstep: Class 13 contains 32816 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 20079 members 
Mstep: Class 18 contains 11950 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 21862 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15489 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174181 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226818784.000000 Penalty: 223944.578125
Iteration 58Q: 27 clusters Score -2.268188e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 117623 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 150512 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39599 members 
Mstep: Class 9 contains 63948 members 
Mstep: Class 10 contains 467878 members 
Mstep: Class 11 contains 7561 members 
Mstep: Class 12 contains 75003 members 
Mstep: Class 13 contains 32868 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19986 members 
Mstep: Class 18 contains 11754 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 21887 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15521 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 174179 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226818544.000000 Penalty: 223944.578125
Iteration 59Q: 27 clusters Score -2.268185e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 117574 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 150327 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39605 members 
Mstep: Class 9 contains 63965 members 
Mstep: Class 10 contains 468190 members 
Mstep: Class 11 contains 7560 members 
Mstep: Class 12 contains 75087 members 
Mstep: Class 13 contains 32905 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19913 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 21896 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15547 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 174163 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226818528.000000 Penalty: 223944.578125
Iteration 60F: 27 clusters Score -2.268185e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 3289 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 117512 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 150173 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39615 members 
Mstep: Class 9 contains 63988 members 
Mstep: Class 10 contains 468471 members 
Mstep: Class 11 contains 7561 members 
Mstep: Class 12 contains 75154 members 
Mstep: Class 13 contains 32952 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19751 members 
Mstep: Class 18 contains 11462 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 21916 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15563 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 174166 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226818736.000000 Penalty: 223944.578125
Iteration 61Q: 27 clusters Score -2.268187e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 117498 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 150061 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39634 members 
Mstep: Class 9 contains 64020 members 
Mstep: Class 10 contains 468734 members 
Mstep: Class 11 contains 7562 members 
Mstep: Class 12 contains 75195 members 
Mstep: Class 13 contains 32993 members 
Mstep: Class 14 contains 12861 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19588 members 
Mstep: Class 18 contains 11273 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 21930 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15585 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 174170 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819008.000000 Penalty: 223944.578125
Iteration 62Q: 27 clusters Score -2.26819e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 3298 members 
Mstep: Class 3 contains 3127 members 
Mstep: Class 4 contains 117518 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 149952 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39651 members 
Mstep: Class 9 contains 64030 members 
Mstep: Class 10 contains 468982 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 75231 members 
Mstep: Class 13 contains 33034 members 
Mstep: Class 14 contains 12872 members 
Mstep: Class 15 contains 5752 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19418 members 
Mstep: Class 18 contains 11109 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21957 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15594 members 
Mstep: Class 23 contains 1367 members 
Mstep: Class 24 contains 174168 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226818768.000000 Penalty: 223944.578125
Iteration 63Q: 27 clusters Score -2.268188e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 3128 members 
Mstep: Class 4 contains 117553 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 149856 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39678 members 
Mstep: Class 9 contains 64030 members 
Mstep: Class 10 contains 469209 members 
Mstep: Class 11 contains 7560 members 
Mstep: Class 12 contains 75265 members 
Mstep: Class 13 contains 33076 members 
Mstep: Class 14 contains 12878 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19277 members 
Mstep: Class 18 contains 10937 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 21968 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15607 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 174143 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819184.000000 Penalty: 223944.578125
Iteration 64Q: 27 clusters Score -2.268192e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 117618 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 149739 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39702 members 
Mstep: Class 9 contains 64041 members 
Mstep: Class 10 contains 469401 members 
Mstep: Class 11 contains 7554 members 
Mstep: Class 12 contains 75301 members 
Mstep: Class 13 contains 33104 members 
Mstep: Class 14 contains 12889 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 19119 members 
Mstep: Class 18 contains 10792 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 21958 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15656 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174129 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819216.000000 Penalty: 223944.578125
Iteration 65Q: 27 clusters Score -2.268192e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 117668 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 149627 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 39721 members 
Mstep: Class 9 contains 64044 members 
Mstep: Class 10 contains 469598 members 
Mstep: Class 11 contains 7550 members 
Mstep: Class 12 contains 75337 members 
Mstep: Class 13 contains 33135 members 
Mstep: Class 14 contains 12901 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 18958 members 
Mstep: Class 18 contains 10665 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 21970 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15674 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174117 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819264.000000 Penalty: 223944.578125
Iteration 66Q: 27 clusters Score -2.268193e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 117739 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 149535 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39724 members 
Mstep: Class 9 contains 64048 members 
Mstep: Class 10 contains 469790 members 
Mstep: Class 11 contains 7550 members 
Mstep: Class 12 contains 75374 members 
Mstep: Class 13 contains 33173 members 
Mstep: Class 14 contains 12904 members 
Mstep: Class 15 contains 5934 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 18778 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 21973 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15697 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 174083 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819472.000000 Penalty: 223944.578125
Iteration 67Q: 27 clusters Score -2.268195e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 117795 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 149448 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39727 members 
Mstep: Class 9 contains 64051 members 
Mstep: Class 10 contains 469950 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 75424 members 
Mstep: Class 13 contains 33198 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 6003 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 18580 members 
Mstep: Class 18 contains 10468 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 21990 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15719 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174067 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226819520.000000 Penalty: 223944.578125
Iteration 68Q: 27 clusters Score -2.268195e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 117856 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 149378 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39743 members 
Mstep: Class 9 contains 64049 members 
Mstep: Class 10 contains 470071 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 75472 members 
Mstep: Class 13 contains 33216 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 6078 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 18409 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21992 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15743 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174048 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820080.000000 Penalty: 223944.578125
Iteration 69Q: 27 clusters Score -2.268201e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 118001 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 149289 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39751 members 
Mstep: Class 9 contains 64042 members 
Mstep: Class 10 contains 470163 members 
Mstep: Class 11 contains 7547 members 
Mstep: Class 12 contains 75517 members 
Mstep: Class 13 contains 33239 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 6159 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 18261 members 
Mstep: Class 18 contains 10216 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21987 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15763 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174027 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820128.000000 Penalty: 223944.578125
Iteration 70Q: 27 clusters Score -2.268201e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 118135 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 149216 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39763 members 
Mstep: Class 9 contains 64033 members 
Mstep: Class 10 contains 470286 members 
Mstep: Class 11 contains 7548 members 
Mstep: Class 12 contains 75543 members 
Mstep: Class 13 contains 33257 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 6253 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 18109 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21988 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15779 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174026 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820208.000000 Penalty: 223944.578125
Iteration 71Q: 27 clusters Score -2.268202e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 3118 members 
Mstep: Class 4 contains 118286 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 149113 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39772 members 
Mstep: Class 9 contains 64022 members 
Mstep: Class 10 contains 470383 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 75575 members 
Mstep: Class 13 contains 33280 members 
Mstep: Class 14 contains 12935 members 
Mstep: Class 15 contains 6339 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 9879 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 21989 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15799 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174010 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820512.000000 Penalty: 223944.578125
Iteration 72Q: 27 clusters Score -2.268205e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 118420 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 149046 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39775 members 
Mstep: Class 9 contains 64014 members 
Mstep: Class 10 contains 470474 members 
Mstep: Class 11 contains 7548 members 
Mstep: Class 12 contains 75603 members 
Mstep: Class 13 contains 33301 members 
Mstep: Class 14 contains 12940 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17915 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 21984 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15815 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173999 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820608.000000 Penalty: 223944.578125
Iteration 73Q: 27 clusters Score -2.268206e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 118532 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148983 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39784 members 
Mstep: Class 9 contains 63995 members 
Mstep: Class 10 contains 470570 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 75625 members 
Mstep: Class 13 contains 33311 members 
Mstep: Class 14 contains 12949 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 21958 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15831 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 174000 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820736.000000 Penalty: 223944.578125
Iteration 74Q: 27 clusters Score -2.268207e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 118623 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148924 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39795 members 
Mstep: Class 9 contains 63972 members 
Mstep: Class 10 contains 470645 members 
Mstep: Class 11 contains 7544 members 
Mstep: Class 12 contains 75655 members 
Mstep: Class 13 contains 33328 members 
Mstep: Class 14 contains 12959 members 
Mstep: Class 15 contains 6510 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17819 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21954 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15846 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173990 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820960.000000 Penalty: 223944.578125
Iteration 75Q: 27 clusters Score -2.26821e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 118723 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148838 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39801 members 
Mstep: Class 9 contains 63924 members 
Mstep: Class 10 contains 470766 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 75686 members 
Mstep: Class 13 contains 33353 members 
Mstep: Class 14 contains 12969 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17784 members 
Mstep: Class 18 contains 9290 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21936 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15864 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173978 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820768.000000 Penalty: 223944.578125
Iteration 76Q: 27 clusters Score -2.268208e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 118834 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148757 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39808 members 
Mstep: Class 9 contains 63888 members 
Mstep: Class 10 contains 470847 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 75709 members 
Mstep: Class 13 contains 33364 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 6601 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17772 members 
Mstep: Class 18 contains 9147 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21944 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15871 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173956 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820512.000000 Penalty: 223944.578125
Iteration 77Q: 27 clusters Score -2.268205e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 118935 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148721 members 
Mstep: Class 7 contains 8356 members 
Mstep: Class 8 contains 39816 members 
Mstep: Class 9 contains 63844 members 
Mstep: Class 10 contains 470923 members 
Mstep: Class 11 contains 7538 members 
Mstep: Class 12 contains 75734 members 
Mstep: Class 13 contains 33362 members 
Mstep: Class 14 contains 12978 members 
Mstep: Class 15 contains 6626 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17802 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21929 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15862 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173939 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820464.000000 Penalty: 223944.578125
Iteration 78Q: 27 clusters Score -2.268205e+08 nChanged 999
Entering ConstructFrom: 
Score: -226820464.000000 Penalty: 223944.578125
Entering ConstructFrom: 
Trying to split cluster 1 (28262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Entering Unmasked Estep 
Score: -5085208.500000 Penalty: 6277.679688
	Iteration 0F: 2 clusters Score -5085208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5063522.000000 Penalty: 12555.359375
	Iteration 0F: 3 clusters Score -5063522 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -5069938.500000 Penalty: 12555.359375
	Iteration 1F: 3 clusters Score -5069938 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -5070780.000000 Penalty: 12555.359375
	Iteration 2F: 3 clusters Score -5070780 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5071548.000000 Penalty: 12555.359375
	Iteration 3F: 3 clusters Score -5071548 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5072237.500000 Penalty: 12555.359375
	Iteration 4Q: 3 clusters Score -5072238 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5072876.000000 Penalty: 12555.359375
	Iteration 5Q: 3 clusters Score -5072876 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -5073555.500000 Penalty: 12555.359375
	Iteration 6Q: 3 clusters Score -5073556 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5074304.500000 Penalty: 12555.359375
	Iteration 7Q: 3 clusters Score -5074304 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -5075189.000000 Penalty: 12555.359375
	Iteration 8Q: 3 clusters Score -5075189 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -5076307.500000 Penalty: 12555.359375
	Iteration 9Q: 3 clusters Score -5076308 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5077501.000000 Penalty: 12555.359375
	Iteration 10F: 3 clusters Score -5077501 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5078433.500000 Penalty: 12555.359375
	Iteration 11Q: 3 clusters Score -5078434 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -5079147.000000 Penalty: 12555.359375
	Iteration 12Q: 3 clusters Score -5079147 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -5079871.000000 Penalty: 12555.359375
	Iteration 13Q: 3 clusters Score -5079871 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -5080469.500000 Penalty: 12555.359375
	Iteration 14Q: 3 clusters Score -5080470 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -5080970.500000 Penalty: 12555.359375
	Iteration 15Q: 3 clusters Score -5080970 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5081509.000000 Penalty: 12555.359375
	Iteration 16Q: 3 clusters Score -5081509 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5082053.000000 Penalty: 12555.359375
	Iteration 17Q: 3 clusters Score -5082053 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5082703.500000 Penalty: 12555.359375
	Iteration 18Q: 3 clusters Score -5082704 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5083305.500000 Penalty: 12555.359375
	Iteration 19Q: 3 clusters Score -5083306 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5083625.000000 Penalty: 12555.359375
	Iteration 20F: 3 clusters Score -5083625 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5083793.000000 Penalty: 12555.359375
	Iteration 21Q: 3 clusters Score -5083793 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5083916.500000 Penalty: 12555.359375
	Iteration 22Q: 3 clusters Score -5083916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5083984.000000 Penalty: 12555.359375
	Iteration 23Q: 3 clusters Score -5083984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5084037.000000 Penalty: 12555.359375
	Iteration 24Q: 3 clusters Score -5084037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5084068.000000 Penalty: 12555.359375
	Iteration 25Q: 3 clusters Score -5084068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5084107.500000 Penalty: 12555.359375
	Iteration 26Q: 3 clusters Score -5084108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5084157.000000 Penalty: 12555.359375
	Iteration 27Q: 3 clusters Score -5084157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -5084217.000000 Penalty: 12555.359375
	Iteration 28Q: 3 clusters Score -5084217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5084265.000000 Penalty: 12555.359375
	Iteration 29Q: 3 clusters Score -5084265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5084315.500000 Penalty: 12555.359375
	Iteration 30Q: 3 clusters Score -5084316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -5084363.500000 Penalty: 12555.359375
	Iteration 31Q: 3 clusters Score -5084364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5084415.000000 Penalty: 12555.359375
	Iteration 32Q: 3 clusters Score -5084415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5084423.500000 Penalty: 12555.359375
	Iteration 33Q: 3 clusters Score -5084424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5084427.500000 Penalty: 12555.359375
	Iteration 34Q: 3 clusters Score -5084428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5084435.500000 Penalty: 12555.359375
	Iteration 35Q: 3 clusters Score -5084436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5084447.000000 Penalty: 12555.359375
	Iteration 36Q: 3 clusters Score -5084447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5084449.000000 Penalty: 12555.359375
	Iteration 37Q: 3 clusters Score -5084449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5084448.000000 Penalty: 12555.359375
	Iteration 38Q: 3 clusters Score -5084448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5084444.500000 Penalty: 12555.359375
	Iteration 39Q: 3 clusters Score -5084444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5084448.500000 Penalty: 12555.359375
	Iteration 40F: 3 clusters Score -5084448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5084444.000000 Penalty: 12555.359375
	Iteration 41Q: 3 clusters Score -5084444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5084443.500000 Penalty: 12555.359375
	Iteration 42Q: 3 clusters Score -5084444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5084437.000000 Penalty: 12555.359375
	Iteration 43Q: 3 clusters Score -5084437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -5084441.000000 Penalty: 12555.359375
	Iteration 44Q: 3 clusters Score -5084441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5084441.000000 Penalty: 12555.359375
	Iteration 45Q: 3 clusters Score -5084441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5084442.500000 Penalty: 12555.359375
	Iteration 46Q: 3 clusters Score -5084442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5084442.500000 Penalty: 12555.359375
	Iteration 47F: 3 clusters Score -5084442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -535909.937500 Penalty: 4966.715820
	Iteration 0F: 2 clusters Score -535909.9 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 1665 members 
Entering Unmasked Estep 
Score: -530085.000000 Penalty: 9933.431641
	Iteration 0F: 3 clusters Score -530085 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -531168.062500 Penalty: 9933.431641
	Iteration 1F: 3 clusters Score -531168.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -531690.437500 Penalty: 9933.431641
	Iteration 2F: 3 clusters Score -531690.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -532341.437500 Penalty: 9933.431641
	Iteration 3F: 3 clusters Score -532341.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -532949.437500 Penalty: 9933.431641
	Iteration 4F: 3 clusters Score -532949.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -533385.062500 Penalty: 9933.431641
	Iteration 5F: 3 clusters Score -533385.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -533654.437500 Penalty: 9933.431641
	Iteration 6Q: 3 clusters Score -533654.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -533851.500000 Penalty: 9933.431641
	Iteration 7Q: 3 clusters Score -533851.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -533948.000000 Penalty: 9933.431641
	Iteration 8Q: 3 clusters Score -533948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -534065.687500 Penalty: 9933.431641
	Iteration 9Q: 3 clusters Score -534065.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -534143.375000 Penalty: 9933.431641
	Iteration 10Q: 3 clusters Score -534143.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -534204.750000 Penalty: 9933.431641
	Iteration 11Q: 3 clusters Score -534204.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -534259.125000 Penalty: 9933.431641
	Iteration 12Q: 3 clusters Score -534259.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -534295.500000 Penalty: 9933.431641
	Iteration 13Q: 3 clusters Score -534295.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -534330.000000 Penalty: 9933.431641
	Iteration 14Q: 3 clusters Score -534330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -534344.250000 Penalty: 9933.431641
	Iteration 15Q: 3 clusters Score -534344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -534356.562500 Penalty: 9933.431641
	Iteration 16Q: 3 clusters Score -534356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -534368.375000 Penalty: 9933.431641
	Iteration 17Q: 3 clusters Score -534368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -534381.437500 Penalty: 9933.431641
	Iteration 18Q: 3 clusters Score -534381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -534396.312500 Penalty: 9933.431641
	Iteration 19Q: 3 clusters Score -534396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -534403.187500 Penalty: 9933.431641
	Iteration 20F: 3 clusters Score -534403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -534410.437500 Penalty: 9933.431641
	Iteration 21Q: 3 clusters Score -534410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -534412.250000 Penalty: 9933.431641
	Iteration 22Q: 3 clusters Score -534412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -534414.812500 Penalty: 9933.431641
	Iteration 23Q: 3 clusters Score -534414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -534420.125000 Penalty: 9933.431641
	Iteration 24Q: 3 clusters Score -534420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -534426.687500 Penalty: 9933.431641
	Iteration 25Q: 3 clusters Score -534426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -534426.875000 Penalty: 9933.431641
	Iteration 26Q: 3 clusters Score -534426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -534426.875000 Penalty: 9933.431641
	Iteration 27F: 3 clusters Score -534426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -514599.593750 Penalty: 4928.315430
	Iteration 0F: 2 clusters Score -514599.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -508901.625000 Penalty: 9856.630859
	Iteration 0F: 3 clusters Score -508901.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -510629.250000 Penalty: 9856.630859
	Iteration 1F: 3 clusters Score -510629.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -512199.250000 Penalty: 9856.630859
	Iteration 2F: 3 clusters Score -512199.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -513744.843750 Penalty: 9856.630859
	Iteration 3F: 3 clusters Score -513744.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -514569.937500 Penalty: 9856.630859
	Iteration 4F: 3 clusters Score -514569.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -514865.125000 Penalty: 9856.630859
	Iteration 5Q: 3 clusters Score -514865.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -514964.250000 Penalty: 9856.630859
	Iteration 6Q: 3 clusters Score -514964.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -515010.500000 Penalty: 9856.630859
	Iteration 7Q: 3 clusters Score -515010.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -515039.312500 Penalty: 9856.630859
	Iteration 8Q: 3 clusters Score -515039.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -515070.281250 Penalty: 9856.630859
	Iteration 9Q: 3 clusters Score -515070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -515103.562500 Penalty: 9856.630859
	Iteration 10Q: 3 clusters Score -515103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -515115.750000 Penalty: 9856.630859
	Iteration 11Q: 3 clusters Score -515115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -515130.625000 Penalty: 9856.630859
	Iteration 12Q: 3 clusters Score -515130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -515141.343750 Penalty: 9856.630859
	Iteration 13Q: 3 clusters Score -515141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -515147.125000 Penalty: 9856.630859
	Iteration 14Q: 3 clusters Score -515147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -515148.812500 Penalty: 9856.630859
	Iteration 15Q: 3 clusters Score -515148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -515152.687500 Penalty: 9856.630859
	Iteration 16Q: 3 clusters Score -515152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -515153.968750 Penalty: 9856.630859
	Iteration 17Q: 3 clusters Score -515154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -515155.531250 Penalty: 9856.630859
	Iteration 18Q: 3 clusters Score -515155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -515155.531250 Penalty: 9856.630859
	Iteration 19F: 3 clusters Score -515155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 119037 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148690 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 63792 members 
Mstep: Class 10 contains 470979 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 33372 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173932 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 2453 members 
Entering Unmasked Estep 
Score: -226817424.000000 Penalty: 232557.843750
Splitting cluster 3 changes total score from -226820464.000000 to -226817424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (119037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Entering Unmasked Estep 
Score: -21354802.000000 Penalty: 7158.403809
	Iteration 0F: 2 clusters Score -2.13548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -21274030.000000 Penalty: 14316.807617
	Iteration 0F: 3 clusters Score -2.127403e+07 nChanged 54925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -21304664.000000 Penalty: 14316.807617
	Iteration 1F: 3 clusters Score -2.130466e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -21305790.000000 Penalty: 14316.807617
	Iteration 2Q: 3 clusters Score -2.130579e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -21307590.000000 Penalty: 14316.807617
	Iteration 3Q: 3 clusters Score -2.130759e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -21309574.000000 Penalty: 14316.807617
	Iteration 4Q: 3 clusters Score -2.130957e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -21312196.000000 Penalty: 14316.807617
	Iteration 5Q: 3 clusters Score -2.13122e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -21315940.000000 Penalty: 14316.807617
	Iteration 6F: 3 clusters Score -2.131594e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -21320468.000000 Penalty: 14316.807617
	Iteration 7F: 3 clusters Score -2.132047e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -21325470.000000 Penalty: 14316.807617
	Iteration 8F: 3 clusters Score -2.132547e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -21330160.000000 Penalty: 14316.807617
	Iteration 9F: 3 clusters Score -2.133016e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -21334708.000000 Penalty: 14316.807617
	Iteration 10Q: 3 clusters Score -2.133471e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -21338862.000000 Penalty: 14316.807617
	Iteration 11Q: 3 clusters Score -2.133886e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -21341856.000000 Penalty: 14316.807617
	Iteration 12Q: 3 clusters Score -2.134186e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -21343642.000000 Penalty: 14316.807617
	Iteration 13Q: 3 clusters Score -2.134364e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -21344598.000000 Penalty: 14316.807617
	Iteration 14Q: 3 clusters Score -2.13446e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -21345214.000000 Penalty: 14316.807617
	Iteration 15Q: 3 clusters Score -2.134521e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -21345736.000000 Penalty: 14316.807617
	Iteration 16Q: 3 clusters Score -2.134574e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -21346234.000000 Penalty: 14316.807617
	Iteration 17Q: 3 clusters Score -2.134623e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -21346850.000000 Penalty: 14316.807617
	Iteration 18Q: 3 clusters Score -2.134685e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -21347352.000000 Penalty: 14316.807617
	Iteration 19Q: 3 clusters Score -2.134735e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -21347858.000000 Penalty: 14316.807617
	Iteration 20F: 3 clusters Score -2.134786e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -21348238.000000 Penalty: 14316.807617
	Iteration 21Q: 3 clusters Score -2.134824e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -21348610.000000 Penalty: 14316.807617
	Iteration 22Q: 3 clusters Score -2.134861e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -21348948.000000 Penalty: 14316.807617
	Iteration 23Q: 3 clusters Score -2.134895e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -21349278.000000 Penalty: 14316.807617
	Iteration 24Q: 3 clusters Score -2.134928e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -21349526.000000 Penalty: 14316.807617
	Iteration 25Q: 3 clusters Score -2.134953e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -21349704.000000 Penalty: 14316.807617
	Iteration 26Q: 3 clusters Score -2.13497e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -21349854.000000 Penalty: 14316.807617
	Iteration 27Q: 3 clusters Score -2.134985e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -21350036.000000 Penalty: 14316.807617
	Iteration 28Q: 3 clusters Score -2.135004e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -21350166.000000 Penalty: 14316.807617
	Iteration 29Q: 3 clusters Score -2.135017e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -21350176.000000 Penalty: 14316.807617
	Iteration 30Q: 3 clusters Score -2.135018e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -21350264.000000 Penalty: 14316.807617
	Iteration 31Q: 3 clusters Score -2.135026e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -21350352.000000 Penalty: 14316.807617
	Iteration 32Q: 3 clusters Score -2.135035e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -21350452.000000 Penalty: 14316.807617
	Iteration 33Q: 3 clusters Score -2.135045e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -21350502.000000 Penalty: 14316.807617
	Iteration 34Q: 3 clusters Score -2.13505e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -21350644.000000 Penalty: 14316.807617
	Iteration 35Q: 3 clusters Score -2.135064e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -21350686.000000 Penalty: 14316.807617
	Iteration 36Q: 3 clusters Score -2.135069e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -21350802.000000 Penalty: 14316.807617
	Iteration 37Q: 3 clusters Score -2.13508e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -21350922.000000 Penalty: 14316.807617
	Iteration 38Q: 3 clusters Score -2.135092e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -21350966.000000 Penalty: 14316.807617
	Iteration 39Q: 3 clusters Score -2.135097e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -21351030.000000 Penalty: 14316.807617
	Iteration 40F: 3 clusters Score -2.135103e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -21351150.000000 Penalty: 14316.807617
	Iteration 41Q: 3 clusters Score -2.135115e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -21351210.000000 Penalty: 14316.807617
	Iteration 42Q: 3 clusters Score -2.135121e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -21351216.000000 Penalty: 14316.807617
	Iteration 43Q: 3 clusters Score -2.135122e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -21351256.000000 Penalty: 14316.807617
	Iteration 44Q: 3 clusters Score -2.135126e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -21351238.000000 Penalty: 14316.807617
	Iteration 45Q: 3 clusters Score -2.135124e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -21351290.000000 Penalty: 14316.807617
	Iteration 46Q: 3 clusters Score -2.135129e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -21351342.000000 Penalty: 14316.807617
	Iteration 47Q: 3 clusters Score -2.135134e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -21351366.000000 Penalty: 14316.807617
	Iteration 48Q: 3 clusters Score -2.135137e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -21351376.000000 Penalty: 14316.807617
	Iteration 49Q: 3 clusters Score -2.135138e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -21351410.000000 Penalty: 14316.807617
	Iteration 50Q: 3 clusters Score -2.135141e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -21351438.000000 Penalty: 14316.807617
	Iteration 51Q: 3 clusters Score -2.135144e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -21351440.000000 Penalty: 14316.807617
	Iteration 52Q: 3 clusters Score -2.135144e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -21351418.000000 Penalty: 14316.807617
	Iteration 53Q: 3 clusters Score -2.135142e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -21351436.000000 Penalty: 14316.807617
	Iteration 54Q: 3 clusters Score -2.135144e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -21351492.000000 Penalty: 14316.807617
	Iteration 55Q: 3 clusters Score -2.135149e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -21351454.000000 Penalty: 14316.807617
	Iteration 56Q: 3 clusters Score -2.135145e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -21351472.000000 Penalty: 14316.807617
	Iteration 57Q: 3 clusters Score -2.135147e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -21351478.000000 Penalty: 14316.807617
	Iteration 58Q: 3 clusters Score -2.135148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -21351490.000000 Penalty: 14316.807617
	Iteration 59Q: 3 clusters Score -2.135149e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -21351492.000000 Penalty: 14316.807617
	Iteration 60F: 3 clusters Score -2.135149e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -21351552.000000 Penalty: 14316.807617
	Iteration 61Q: 3 clusters Score -2.135155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -21351546.000000 Penalty: 14316.807617
	Iteration 62Q: 3 clusters Score -2.135155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -21351536.000000 Penalty: 14316.807617
	Iteration 63Q: 3 clusters Score -2.135154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -21351580.000000 Penalty: 14316.807617
	Iteration 64Q: 3 clusters Score -2.135158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -21351588.000000 Penalty: 14316.807617
	Iteration 65Q: 3 clusters Score -2.135159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111394 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -21351584.000000 Penalty: 14316.807617
	Iteration 66Q: 3 clusters Score -2.135158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -21351572.000000 Penalty: 14316.807617
	Iteration 67Q: 3 clusters Score -2.135157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -21351576.000000 Penalty: 14316.807617
	Iteration 68Q: 3 clusters Score -2.135158e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -21351566.000000 Penalty: 14316.807617
	Iteration 69Q: 3 clusters Score -2.135157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -21351560.000000 Penalty: 14316.807617
	Iteration 70Q: 3 clusters Score -2.135156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -21351574.000000 Penalty: 14316.807617
	Iteration 71Q: 3 clusters Score -2.135157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -21351574.000000 Penalty: 14316.807617
	Iteration 72Q: 3 clusters Score -2.135157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -21351584.000000 Penalty: 14316.807617
	Iteration 73Q: 3 clusters Score -2.135158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -21351598.000000 Penalty: 14316.807617
	Iteration 74Q: 3 clusters Score -2.13516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -21351594.000000 Penalty: 14316.807617
	Iteration 75Q: 3 clusters Score -2.135159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111590 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -21351592.000000 Penalty: 14316.807617
	Iteration 76Q: 3 clusters Score -2.135159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -21351604.000000 Penalty: 14316.807617
	Iteration 77Q: 3 clusters Score -2.13516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -21351594.000000 Penalty: 14316.807617
	Iteration 78Q: 3 clusters Score -2.135159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -21351604.000000 Penalty: 14316.807617
	Iteration 79Q: 3 clusters Score -2.13516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -21351600.000000 Penalty: 14316.807617
	Iteration 80F: 3 clusters Score -2.13516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -21351602.000000 Penalty: 14316.807617
	Iteration 81Q: 3 clusters Score -2.13516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -21351588.000000 Penalty: 14316.807617
	Iteration 82Q: 3 clusters Score -2.135159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111656 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -21351606.000000 Penalty: 14316.807617
	Iteration 83Q: 3 clusters Score -2.135161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111663 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -21351590.000000 Penalty: 14316.807617
	Iteration 84Q: 3 clusters Score -2.135159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111666 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -21351594.000000 Penalty: 14316.807617
	Iteration 85Q: 3 clusters Score -2.135159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -21351582.000000 Penalty: 14316.807617
	Iteration 86Q: 3 clusters Score -2.135158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -21351580.000000 Penalty: 14316.807617
	Iteration 87Q: 3 clusters Score -2.135158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -21351580.000000 Penalty: 14316.807617
	Iteration 88F: 3 clusters Score -2.135158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -1809880.500000 Penalty: 5646.274902
	Iteration 0F: 2 clusters Score -1809880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1799645.375000 Penalty: 11292.549805
	Iteration 0F: 3 clusters Score -1799645 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1801855.125000 Penalty: 11292.549805
	Iteration 1F: 3 clusters Score -1801855 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1802552.750000 Penalty: 11292.549805
	Iteration 2F: 3 clusters Score -1802553 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1803258.500000 Penalty: 11292.549805
	Iteration 3F: 3 clusters Score -1803258 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1804143.625000 Penalty: 11292.549805
	Iteration 4F: 3 clusters Score -1804144 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1805232.750000 Penalty: 11292.549805
	Iteration 5F: 3 clusters Score -1805233 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1806253.125000 Penalty: 11292.549805
	Iteration 6F: 3 clusters Score -1806253 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1806946.750000 Penalty: 11292.549805
	Iteration 7F: 3 clusters Score -1806947 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1807350.125000 Penalty: 11292.549805
	Iteration 8Q: 3 clusters Score -1807350 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1807572.625000 Penalty: 11292.549805
	Iteration 9Q: 3 clusters Score -1807573 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1807673.625000 Penalty: 11292.549805
	Iteration 10Q: 3 clusters Score -1807674 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1807741.625000 Penalty: 11292.549805
	Iteration 11Q: 3 clusters Score -1807742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1807776.625000 Penalty: 11292.549805
	Iteration 12Q: 3 clusters Score -1807777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1807802.000000 Penalty: 11292.549805
	Iteration 13Q: 3 clusters Score -1807802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1807826.750000 Penalty: 11292.549805
	Iteration 14Q: 3 clusters Score -1807827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1807843.000000 Penalty: 11292.549805
	Iteration 15Q: 3 clusters Score -1807843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1807858.625000 Penalty: 11292.549805
	Iteration 16Q: 3 clusters Score -1807859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1807863.250000 Penalty: 11292.549805
	Iteration 17Q: 3 clusters Score -1807863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1807866.125000 Penalty: 11292.549805
	Iteration 18Q: 3 clusters Score -1807866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1807866.250000 Penalty: 11292.549805
	Iteration 19Q: 3 clusters Score -1807866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1807868.500000 Penalty: 11292.549805
	Iteration 20F: 3 clusters Score -1807868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1807869.750000 Penalty: 11292.549805
	Iteration 21Q: 3 clusters Score -1807870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1807874.000000 Penalty: 11292.549805
	Iteration 22Q: 3 clusters Score -1807874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1807874.250000 Penalty: 11292.549805
	Iteration 23Q: 3 clusters Score -1807874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1807874.000000 Penalty: 11292.549805
	Iteration 24Q: 3 clusters Score -1807874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1807877.125000 Penalty: 11292.549805
	Iteration 25Q: 3 clusters Score -1807877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1807878.750000 Penalty: 11292.549805
	Iteration 26Q: 3 clusters Score -1807879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1807880.875000 Penalty: 11292.549805
	Iteration 27Q: 3 clusters Score -1807881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1807884.125000 Penalty: 11292.549805
	Iteration 28Q: 3 clusters Score -1807884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1807881.750000 Penalty: 11292.549805
	Iteration 29Q: 3 clusters Score -1807882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1807882.625000 Penalty: 11292.549805
	Iteration 30Q: 3 clusters Score -1807883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1807884.375000 Penalty: 11292.549805
	Iteration 31Q: 3 clusters Score -1807884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1807883.875000 Penalty: 11292.549805
	Iteration 32Q: 3 clusters Score -1807884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1807884.250000 Penalty: 11292.549805
	Iteration 33Q: 3 clusters Score -1807884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1807890.250000 Penalty: 11292.549805
	Iteration 34Q: 3 clusters Score -1807890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1807890.250000 Penalty: 11292.549805
	Iteration 35Q: 3 clusters Score -1807890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1807890.625000 Penalty: 11292.549805
	Iteration 36Q: 3 clusters Score -1807891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1807892.875000 Penalty: 11292.549805
	Iteration 37Q: 3 clusters Score -1807893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1807894.125000 Penalty: 11292.549805
	Iteration 38Q: 3 clusters Score -1807894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1807892.875000 Penalty: 11292.549805
	Iteration 39Q: 3 clusters Score -1807893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1807894.500000 Penalty: 11292.549805
	Iteration 40F: 3 clusters Score -1807894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1807898.250000 Penalty: 11292.549805
	Iteration 41Q: 3 clusters Score -1807898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1807900.375000 Penalty: 11292.549805
	Iteration 42Q: 3 clusters Score -1807900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1807902.125000 Penalty: 11292.549805
	Iteration 43Q: 3 clusters Score -1807902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1807905.125000 Penalty: 11292.549805
	Iteration 44Q: 3 clusters Score -1807905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1807906.375000 Penalty: 11292.549805
	Iteration 45Q: 3 clusters Score -1807906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1807908.500000 Penalty: 11292.549805
	Iteration 46Q: 3 clusters Score -1807908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1807909.250000 Penalty: 11292.549805
	Iteration 47Q: 3 clusters Score -1807909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1807911.125000 Penalty: 11292.549805
	Iteration 48Q: 3 clusters Score -1807911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1807911.250000 Penalty: 11292.549805
	Iteration 49Q: 3 clusters Score -1807911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1807914.875000 Penalty: 11292.549805
	Iteration 50Q: 3 clusters Score -1807915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1807914.125000 Penalty: 11292.549805
	Iteration 51Q: 3 clusters Score -1807914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1807916.000000 Penalty: 11292.549805
	Iteration 52Q: 3 clusters Score -1807916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1807919.375000 Penalty: 11292.549805
	Iteration 53Q: 3 clusters Score -1807919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1807922.000000 Penalty: 11292.549805
	Iteration 54Q: 3 clusters Score -1807922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1807923.250000 Penalty: 11292.549805
	Iteration 55Q: 3 clusters Score -1807923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1807921.250000 Penalty: 11292.549805
	Iteration 56Q: 3 clusters Score -1807921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1807924.375000 Penalty: 11292.549805
	Iteration 57Q: 3 clusters Score -1807924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1807924.375000 Penalty: 11292.549805
	Iteration 58F: 3 clusters Score -1807924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Entering Unmasked Estep 
Score: -27041770.000000 Penalty: 7294.641602
	Iteration 0F: 2 clusters Score -2.704177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -26942080.000000 Penalty: 14589.283203
	Iteration 0F: 3 clusters Score -2.694208e+07 nChanged 69104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -26980244.000000 Penalty: 14589.283203
	Iteration 1F: 3 clusters Score -2.698024e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -26981560.000000 Penalty: 14589.283203
	Iteration 2Q: 3 clusters Score -2.698156e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -26982860.000000 Penalty: 14589.283203
	Iteration 3Q: 3 clusters Score -2.698286e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -26984260.000000 Penalty: 14589.283203
	Iteration 4Q: 3 clusters Score -2.698426e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -26985992.000000 Penalty: 14589.283203
	Iteration 5Q: 3 clusters Score -2.698599e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -26988576.000000 Penalty: 14589.283203
	Iteration 6Q: 3 clusters Score -2.698858e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92765 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -26992116.000000 Penalty: 14589.283203
	Iteration 7Q: 3 clusters Score -2.699212e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -26997158.000000 Penalty: 14589.283203
	Iteration 8F: 3 clusters Score -2.699716e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -27003180.000000 Penalty: 14589.283203
	Iteration 9F: 3 clusters Score -2.700318e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -27010566.000000 Penalty: 14589.283203
	Iteration 10F: 3 clusters Score -2.701057e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -27018276.000000 Penalty: 14589.283203
	Iteration 11F: 3 clusters Score -2.701828e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134372 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -27025016.000000 Penalty: 14589.283203
	Iteration 12F: 3 clusters Score -2.702502e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139852 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -27029402.000000 Penalty: 14589.283203
	Iteration 13Q: 3 clusters Score -2.70294e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143200 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -27032294.000000 Penalty: 14589.283203
	Iteration 14Q: 3 clusters Score -2.703229e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -27033814.000000 Penalty: 14589.283203
	Iteration 15Q: 3 clusters Score -2.703381e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -27034632.000000 Penalty: 14589.283203
	Iteration 16Q: 3 clusters Score -2.703463e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146524 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -27035084.000000 Penalty: 14589.283203
	Iteration 17Q: 3 clusters Score -2.703508e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -27035344.000000 Penalty: 14589.283203
	Iteration 18Q: 3 clusters Score -2.703534e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146960 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -27035490.000000 Penalty: 14589.283203
	Iteration 19Q: 3 clusters Score -2.703549e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147083 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -27035588.000000 Penalty: 14589.283203
	Iteration 20F: 3 clusters Score -2.703559e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -27035674.000000 Penalty: 14589.283203
	Iteration 21Q: 3 clusters Score -2.703567e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -27035710.000000 Penalty: 14589.283203
	Iteration 22Q: 3 clusters Score -2.703571e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -27035750.000000 Penalty: 14589.283203
	Iteration 23Q: 3 clusters Score -2.703575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -27035812.000000 Penalty: 14589.283203
	Iteration 24Q: 3 clusters Score -2.703581e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147339 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -27035840.000000 Penalty: 14589.283203
	Iteration 25Q: 3 clusters Score -2.703584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147347 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -27035844.000000 Penalty: 14589.283203
	Iteration 26Q: 3 clusters Score -2.703584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27035844.000000 Penalty: 14589.283203
	Iteration 27Q: 3 clusters Score -2.703584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -27035846.000000 Penalty: 14589.283203
	Iteration 28Q: 3 clusters Score -2.703585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -27035852.000000 Penalty: 14589.283203
	Iteration 29Q: 3 clusters Score -2.703585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27035876.000000 Penalty: 14589.283203
	Iteration 30Q: 3 clusters Score -2.703588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -27035858.000000 Penalty: 14589.283203
	Iteration 31Q: 3 clusters Score -2.703586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -27035834.000000 Penalty: 14589.283203
	Iteration 32Q: 3 clusters Score -2.703583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -27035844.000000 Penalty: 14589.283203
	Iteration 33Q: 3 clusters Score -2.703584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147378 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -27035844.000000 Penalty: 14589.283203
	Iteration 34Q: 3 clusters Score -2.703584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -27035864.000000 Penalty: 14589.283203
	Iteration 35Q: 3 clusters Score -2.703586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -27035872.000000 Penalty: 14589.283203
	Iteration 36Q: 3 clusters Score -2.703587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147380 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -27035874.000000 Penalty: 14589.283203
	Iteration 37Q: 3 clusters Score -2.703587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -27035870.000000 Penalty: 14589.283203
	Iteration 38Q: 3 clusters Score -2.703587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -27035870.000000 Penalty: 14589.283203
	Iteration 39Q: 3 clusters Score -2.703587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -27035870.000000 Penalty: 14589.283203
	Iteration 40F: 3 clusters Score -2.703587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -1448703.875000 Penalty: 5531.251953
	Iteration 0F: 2 clusters Score -1448704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1439549.500000 Penalty: 11062.503906
	Iteration 0F: 3 clusters Score -1439550 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1441404.375000 Penalty: 11062.503906
	Iteration 1F: 3 clusters Score -1441404 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1441920.000000 Penalty: 11062.503906
	Iteration 2F: 3 clusters Score -1441920 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1442293.500000 Penalty: 11062.503906
	Iteration 3F: 3 clusters Score -1442294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1442561.875000 Penalty: 11062.503906
	Iteration 4Q: 3 clusters Score -1442562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1442768.250000 Penalty: 11062.503906
	Iteration 5Q: 3 clusters Score -1442768 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1442945.000000 Penalty: 11062.503906
	Iteration 6Q: 3 clusters Score -1442945 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1443100.750000 Penalty: 11062.503906
	Iteration 7Q: 3 clusters Score -1443101 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1443222.000000 Penalty: 11062.503906
	Iteration 8Q: 3 clusters Score -1443222 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1443317.625000 Penalty: 11062.503906
	Iteration 9Q: 3 clusters Score -1443318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1443385.750000 Penalty: 11062.503906
	Iteration 10Q: 3 clusters Score -1443386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1443436.000000 Penalty: 11062.503906
	Iteration 11Q: 3 clusters Score -1443436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1443471.125000 Penalty: 11062.503906
	Iteration 12Q: 3 clusters Score -1443471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1443508.750000 Penalty: 11062.503906
	Iteration 13Q: 3 clusters Score -1443509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1443529.000000 Penalty: 11062.503906
	Iteration 14Q: 3 clusters Score -1443529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1443553.250000 Penalty: 11062.503906
	Iteration 15Q: 3 clusters Score -1443553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1443581.000000 Penalty: 11062.503906
	Iteration 16Q: 3 clusters Score -1443581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1443606.000000 Penalty: 11062.503906
	Iteration 17Q: 3 clusters Score -1443606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1443634.875000 Penalty: 11062.503906
	Iteration 18Q: 3 clusters Score -1443635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1443657.875000 Penalty: 11062.503906
	Iteration 19Q: 3 clusters Score -1443658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1443680.875000 Penalty: 11062.503906
	Iteration 20F: 3 clusters Score -1443681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1443701.250000 Penalty: 11062.503906
	Iteration 21Q: 3 clusters Score -1443701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1443716.250000 Penalty: 11062.503906
	Iteration 22Q: 3 clusters Score -1443716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1443728.625000 Penalty: 11062.503906
	Iteration 23Q: 3 clusters Score -1443729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1443740.375000 Penalty: 11062.503906
	Iteration 24Q: 3 clusters Score -1443740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1443742.750000 Penalty: 11062.503906
	Iteration 25Q: 3 clusters Score -1443743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1443745.375000 Penalty: 11062.503906
	Iteration 26Q: 3 clusters Score -1443745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1443747.125000 Penalty: 11062.503906
	Iteration 27Q: 3 clusters Score -1443747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1443751.375000 Penalty: 11062.503906
	Iteration 28Q: 3 clusters Score -1443751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1443752.375000 Penalty: 11062.503906
	Iteration 29Q: 3 clusters Score -1443752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1443750.875000 Penalty: 11062.503906
	Iteration 30Q: 3 clusters Score -1443751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1443756.125000 Penalty: 11062.503906
	Iteration 31Q: 3 clusters Score -1443756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1443759.875000 Penalty: 11062.503906
	Iteration 32Q: 3 clusters Score -1443760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1443762.750000 Penalty: 11062.503906
	Iteration 33Q: 3 clusters Score -1443763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1443763.375000 Penalty: 11062.503906
	Iteration 34Q: 3 clusters Score -1443763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1443762.625000 Penalty: 11062.503906
	Iteration 35Q: 3 clusters Score -1443763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1443767.125000 Penalty: 11062.503906
	Iteration 36Q: 3 clusters Score -1443767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1443767.625000 Penalty: 11062.503906
	Iteration 37Q: 3 clusters Score -1443768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1443771.250000 Penalty: 11062.503906
	Iteration 38Q: 3 clusters Score -1443771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1443772.875000 Penalty: 11062.503906
	Iteration 39Q: 3 clusters Score -1443773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1443775.875000 Penalty: 11062.503906
	Iteration 40F: 3 clusters Score -1443776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1443774.625000 Penalty: 11062.503906
	Iteration 41Q: 3 clusters Score -1443775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1443774.625000 Penalty: 11062.503906
	Iteration 42F: 3 clusters Score -1443775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Entering Unmasked Estep 
Score: -7033100.000000 Penalty: 6487.691895
	Iteration 0F: 2 clusters Score -7033100 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 19854 members 
Entering Unmasked Estep 
Score: -7003839.000000 Penalty: 12975.383789
	Iteration 0F: 3 clusters Score -7003839 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -7013048.500000 Penalty: 12975.383789
	Iteration 1F: 3 clusters Score -7013048 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -7013895.000000 Penalty: 12975.383789
	Iteration 2F: 3 clusters Score -7013895 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -7014595.000000 Penalty: 12975.383789
	Iteration 3Q: 3 clusters Score -7014595 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -7015275.500000 Penalty: 12975.383789
	Iteration 4Q: 3 clusters Score -7015276 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -7016052.500000 Penalty: 12975.383789
	Iteration 5Q: 3 clusters Score -7016052 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -7017065.000000 Penalty: 12975.383789
	Iteration 6Q: 3 clusters Score -7017065 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7018523.500000 Penalty: 12975.383789
	Iteration 7F: 3 clusters Score -7018524 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -7020472.500000 Penalty: 12975.383789
	Iteration 8F: 3 clusters Score -7020472 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7022495.500000 Penalty: 12975.383789
	Iteration 9F: 3 clusters Score -7022496 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -7024163.500000 Penalty: 12975.383789
	Iteration 10F: 3 clusters Score -7024164 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -7025274.000000 Penalty: 12975.383789
	Iteration 11Q: 3 clusters Score -7025274 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -7026119.500000 Penalty: 12975.383789
	Iteration 12Q: 3 clusters Score -7026120 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -7026854.500000 Penalty: 12975.383789
	Iteration 13Q: 3 clusters Score -7026854 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7027411.000000 Penalty: 12975.383789
	Iteration 14Q: 3 clusters Score -7027411 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7027900.000000 Penalty: 12975.383789
	Iteration 15Q: 3 clusters Score -7027900 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -7028223.500000 Penalty: 12975.383789
	Iteration 16Q: 3 clusters Score -7028224 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -7028475.500000 Penalty: 12975.383789
	Iteration 17Q: 3 clusters Score -7028476 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -7028670.500000 Penalty: 12975.383789
	Iteration 18Q: 3 clusters Score -7028670 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -7028851.000000 Penalty: 12975.383789
	Iteration 19Q: 3 clusters Score -7028851 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7029000.000000 Penalty: 12975.383789
	Iteration 20F: 3 clusters Score -7029000 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7029098.500000 Penalty: 12975.383789
	Iteration 21Q: 3 clusters Score -7029098 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -7029184.500000 Penalty: 12975.383789
	Iteration 22Q: 3 clusters Score -7029184 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -7029267.500000 Penalty: 12975.383789
	Iteration 23Q: 3 clusters Score -7029268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -7029312.500000 Penalty: 12975.383789
	Iteration 24Q: 3 clusters Score -7029312 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -7029398.000000 Penalty: 12975.383789
	Iteration 25Q: 3 clusters Score -7029398 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -7029433.500000 Penalty: 12975.383789
	Iteration 26Q: 3 clusters Score -7029434 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -7029464.000000 Penalty: 12975.383789
	Iteration 27Q: 3 clusters Score -7029464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -7029505.500000 Penalty: 12975.383789
	Iteration 28Q: 3 clusters Score -7029506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -7029521.000000 Penalty: 12975.383789
	Iteration 29Q: 3 clusters Score -7029521 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -7029554.000000 Penalty: 12975.383789
	Iteration 30Q: 3 clusters Score -7029554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -7029571.500000 Penalty: 12975.383789
	Iteration 31Q: 3 clusters Score -7029572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -7029597.000000 Penalty: 12975.383789
	Iteration 32Q: 3 clusters Score -7029597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -7029611.500000 Penalty: 12975.383789
	Iteration 33Q: 3 clusters Score -7029612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -7029612.000000 Penalty: 12975.383789
	Iteration 34Q: 3 clusters Score -7029612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -7029628.500000 Penalty: 12975.383789
	Iteration 35Q: 3 clusters Score -7029628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -7029633.500000 Penalty: 12975.383789
	Iteration 36Q: 3 clusters Score -7029634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -7029651.000000 Penalty: 12975.383789
	Iteration 37Q: 3 clusters Score -7029651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -7029657.500000 Penalty: 12975.383789
	Iteration 38Q: 3 clusters Score -7029658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7029644.500000 Penalty: 12975.383789
	Iteration 39Q: 3 clusters Score -7029644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -7029657.000000 Penalty: 12975.383789
	Iteration 40F: 3 clusters Score -7029657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -7029682.000000 Penalty: 12975.383789
	Iteration 41Q: 3 clusters Score -7029682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -7029682.000000 Penalty: 12975.383789
	Iteration 42Q: 3 clusters Score -7029682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -7029700.500000 Penalty: 12975.383789
	Iteration 43Q: 3 clusters Score -7029700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -7029699.000000 Penalty: 12975.383789
	Iteration 44Q: 3 clusters Score -7029699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -7029706.500000 Penalty: 12975.383789
	Iteration 45Q: 3 clusters Score -7029706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7029705.000000 Penalty: 12975.383789
	Iteration 46Q: 3 clusters Score -7029705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -7029702.000000 Penalty: 12975.383789
	Iteration 47Q: 3 clusters Score -7029702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -7029703.500000 Penalty: 12975.383789
	Iteration 48Q: 3 clusters Score -7029704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -7029707.500000 Penalty: 12975.383789
	Iteration 49Q: 3 clusters Score -7029708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -7029714.500000 Penalty: 12975.383789
	Iteration 50Q: 3 clusters Score -7029714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -7029721.500000 Penalty: 12975.383789
	Iteration 51Q: 3 clusters Score -7029722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -7029721.500000 Penalty: 12975.383789
	Iteration 52Q: 3 clusters Score -7029722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -7029729.000000 Penalty: 12975.383789
	Iteration 53Q: 3 clusters Score -7029729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -7029740.500000 Penalty: 12975.383789
	Iteration 54Q: 3 clusters Score -7029740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -7029734.500000 Penalty: 12975.383789
	Iteration 55Q: 3 clusters Score -7029734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -7029737.000000 Penalty: 12975.383789
	Iteration 56Q: 3 clusters Score -7029737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -7029728.000000 Penalty: 12975.383789
	Iteration 57Q: 3 clusters Score -7029728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -7029736.000000 Penalty: 12975.383789
	Iteration 58Q: 3 clusters Score -7029736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7029754.500000 Penalty: 12975.383789
	Iteration 59Q: 3 clusters Score -7029754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -7029750.500000 Penalty: 12975.383789
	Iteration 60F: 3 clusters Score -7029750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7029742.500000 Penalty: 12975.383789
	Iteration 61Q: 3 clusters Score -7029742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -7029731.000000 Penalty: 12975.383789
	Iteration 62Q: 3 clusters Score -7029731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7029742.000000 Penalty: 12975.383789
	Iteration 63Q: 3 clusters Score -7029742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -7029743.000000 Penalty: 12975.383789
	Iteration 64Q: 3 clusters Score -7029743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -7029759.500000 Penalty: 12975.383789
	Iteration 65Q: 3 clusters Score -7029760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -7029762.000000 Penalty: 12975.383789
	Iteration 66Q: 3 clusters Score -7029762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -7029761.000000 Penalty: 12975.383789
	Iteration 67Q: 3 clusters Score -7029761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -7029761.500000 Penalty: 12975.383789
	Iteration 68Q: 3 clusters Score -7029762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -7029748.000000 Penalty: 12975.383789
	Iteration 69Q: 3 clusters Score -7029748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -7029750.500000 Penalty: 12975.383789
	Iteration 70Q: 3 clusters Score -7029750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -7029748.500000 Penalty: 12975.383789
	Iteration 71Q: 3 clusters Score -7029748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7029742.500000 Penalty: 12975.383789
	Iteration 72Q: 3 clusters Score -7029742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -7029747.000000 Penalty: 12975.383789
	Iteration 73Q: 3 clusters Score -7029747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -7029747.000000 Penalty: 12975.383789
	Iteration 74F: 3 clusters Score -7029747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Entering Unmasked Estep 
Score: -11558146.000000 Penalty: 6776.322266
	Iteration 0F: 2 clusters Score -1.155815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -11513472.000000 Penalty: 13552.644531
	Iteration 0F: 3 clusters Score -1.151347e+07 nChanged 28472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -11528805.000000 Penalty: 13552.644531
	Iteration 1F: 3 clusters Score -1.15288e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -11529842.000000 Penalty: 13552.644531
	Iteration 2Q: 3 clusters Score -1.152984e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -11530554.000000 Penalty: 13552.644531
	Iteration 3Q: 3 clusters Score -1.153055e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -11531091.000000 Penalty: 13552.644531
	Iteration 4Q: 3 clusters Score -1.153109e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -11531621.000000 Penalty: 13552.644531
	Iteration 5Q: 3 clusters Score -1.153162e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -11532131.000000 Penalty: 13552.644531
	Iteration 6Q: 3 clusters Score -1.153213e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -11532637.000000 Penalty: 13552.644531
	Iteration 7Q: 3 clusters Score -1.153264e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -11533297.000000 Penalty: 13552.644531
	Iteration 8Q: 3 clusters Score -1.15333e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -11534117.000000 Penalty: 13552.644531
	Iteration 9Q: 3 clusters Score -1.153412e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -11535270.000000 Penalty: 13552.644531
	Iteration 10Q: 3 clusters Score -1.153527e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -11536959.000000 Penalty: 13552.644531
	Iteration 11Q: 3 clusters Score -1.153696e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -11539141.000000 Penalty: 13552.644531
	Iteration 12F: 3 clusters Score -1.153914e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -11541931.000000 Penalty: 13552.644531
	Iteration 13F: 3 clusters Score -1.154193e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -11544716.000000 Penalty: 13552.644531
	Iteration 14F: 3 clusters Score -1.154472e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -11547270.000000 Penalty: 13552.644531
	Iteration 15Q: 3 clusters Score -1.154727e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -11549105.000000 Penalty: 13552.644531
	Iteration 16Q: 3 clusters Score -1.15491e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -11550263.000000 Penalty: 13552.644531
	Iteration 17Q: 3 clusters Score -1.155026e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -11550894.000000 Penalty: 13552.644531
	Iteration 18Q: 3 clusters Score -1.155089e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -11551308.000000 Penalty: 13552.644531
	Iteration 19Q: 3 clusters Score -1.155131e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -11551633.000000 Penalty: 13552.644531
	Iteration 20F: 3 clusters Score -1.155163e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -11551825.000000 Penalty: 13552.644531
	Iteration 21Q: 3 clusters Score -1.155182e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -11551950.000000 Penalty: 13552.644531
	Iteration 22Q: 3 clusters Score -1.155195e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -11552056.000000 Penalty: 13552.644531
	Iteration 23Q: 3 clusters Score -1.155206e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -11552128.000000 Penalty: 13552.644531
	Iteration 24Q: 3 clusters Score -1.155213e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -11552173.000000 Penalty: 13552.644531
	Iteration 25Q: 3 clusters Score -1.155217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -11552208.000000 Penalty: 13552.644531
	Iteration 26Q: 3 clusters Score -1.155221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -11552230.000000 Penalty: 13552.644531
	Iteration 27Q: 3 clusters Score -1.155223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -11552256.000000 Penalty: 13552.644531
	Iteration 28Q: 3 clusters Score -1.155226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -11552279.000000 Penalty: 13552.644531
	Iteration 29Q: 3 clusters Score -1.155228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -11552285.000000 Penalty: 13552.644531
	Iteration 30Q: 3 clusters Score -1.155228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -11552283.000000 Penalty: 13552.644531
	Iteration 31Q: 3 clusters Score -1.155228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -11552283.000000 Penalty: 13552.644531
	Iteration 32Q: 3 clusters Score -1.155228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -11552312.000000 Penalty: 13552.644531
	Iteration 33Q: 3 clusters Score -1.155231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -11552314.000000 Penalty: 13552.644531
	Iteration 34Q: 3 clusters Score -1.155231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -11552316.000000 Penalty: 13552.644531
	Iteration 35Q: 3 clusters Score -1.155232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -11552328.000000 Penalty: 13552.644531
	Iteration 36Q: 3 clusters Score -1.155233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -11552330.000000 Penalty: 13552.644531
	Iteration 37Q: 3 clusters Score -1.155233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -11552328.000000 Penalty: 13552.644531
	Iteration 38Q: 3 clusters Score -1.155233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -11552328.000000 Penalty: 13552.644531
	Iteration 39Q: 3 clusters Score -1.155233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -11552328.000000 Penalty: 13552.644531
	Iteration 40F: 3 clusters Score -1.155233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (470979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470979 members 
Entering Unmasked Estep 
Score: -85077424.000000 Penalty: 8000.823242
	Iteration 0F: 2 clusters Score -8.507742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235147 members 
Mstep: Class 2 contains 235832 members 
Entering Unmasked Estep 
Score: -84778568.000000 Penalty: 16001.646484
	Iteration 0F: 3 clusters Score -8.477857e+07 nChanged 226007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229930 members 
Mstep: Class 2 contains 241049 members 
Entering Unmasked Estep 
Score: -84911000.000000 Penalty: 16001.646484
	Iteration 1F: 3 clusters Score -8.4911e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226647 members 
Mstep: Class 2 contains 244332 members 
Entering Unmasked Estep 
Score: -84913312.000000 Penalty: 16001.646484
	Iteration 2Q: 3 clusters Score -8.491331e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221877 members 
Mstep: Class 2 contains 249102 members 
Entering Unmasked Estep 
Score: -84916304.000000 Penalty: 16001.646484
	Iteration 3Q: 3 clusters Score -8.49163e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214744 members 
Mstep: Class 2 contains 256235 members 
Entering Unmasked Estep 
Score: -84919872.000000 Penalty: 16001.646484
	Iteration 4Q: 3 clusters Score -8.491987e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204210 members 
Mstep: Class 2 contains 266769 members 
Entering Unmasked Estep 
Score: -84924672.000000 Penalty: 16001.646484
	Iteration 5Q: 3 clusters Score -8.492467e+07 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 281909 members 
Entering Unmasked Estep 
Score: -84933160.000000 Penalty: 16001.646484
	Iteration 6Q: 3 clusters Score -8.493316e+07 nChanged 23953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 303402 members 
Entering Unmasked Estep 
Score: -84946432.000000 Penalty: 16001.646484
	Iteration 7F: 3 clusters Score -8.494643e+07 nChanged 29983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138838 members 
Mstep: Class 2 contains 332141 members 
Entering Unmasked Estep 
Score: -84965928.000000 Penalty: 16001.646484
	Iteration 8F: 3 clusters Score -8.496593e+07 nChanged 35544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 367273 members 
Entering Unmasked Estep 
Score: -84993544.000000 Penalty: 16001.646484
	Iteration 9F: 3 clusters Score -8.499354e+07 nChanged 36485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 403634 members 
Entering Unmasked Estep 
Score: -85024416.000000 Penalty: 16001.646484
	Iteration 10F: 3 clusters Score -8.502442e+07 nChanged 30164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 433754 members 
Entering Unmasked Estep 
Score: -85049160.000000 Penalty: 16001.646484
	Iteration 11F: 3 clusters Score -8.504916e+07 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 452418 members 
Entering Unmasked Estep 
Score: -85063472.000000 Penalty: 16001.646484
	Iteration 12Q: 3 clusters Score -8.506347e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 462150 members 
Entering Unmasked Estep 
Score: -85068592.000000 Penalty: 16001.646484
	Iteration 13Q: 3 clusters Score -8.506859e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 466505 members 
Entering Unmasked Estep 
Score: -85070808.000000 Penalty: 16001.646484
	Iteration 14Q: 3 clusters Score -8.507081e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 468117 members 
Entering Unmasked Estep 
Score: -85071784.000000 Penalty: 16001.646484
	Iteration 15Q: 3 clusters Score -8.507178e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 468773 members 
Entering Unmasked Estep 
Score: -85072320.000000 Penalty: 16001.646484
	Iteration 16Q: 3 clusters Score -8.507232e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 469011 members 
Entering Unmasked Estep 
Score: -85072664.000000 Penalty: 16001.646484
	Iteration 17Q: 3 clusters Score -8.507266e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 469095 members 
Entering Unmasked Estep 
Score: -85073072.000000 Penalty: 16001.646484
	Iteration 18Q: 3 clusters Score -8.507307e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 469082 members 
Entering Unmasked Estep 
Score: -85073176.000000 Penalty: 16001.646484
	Iteration 19Q: 3 clusters Score -8.507318e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 469021 members 
Entering Unmasked Estep 
Score: -85073512.000000 Penalty: 16001.646484
	Iteration 20F: 3 clusters Score -8.507351e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 468926 members 
Entering Unmasked Estep 
Score: -85073640.000000 Penalty: 16001.646484
	Iteration 21Q: 3 clusters Score -8.507364e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 468804 members 
Entering Unmasked Estep 
Score: -85073952.000000 Penalty: 16001.646484
	Iteration 22Q: 3 clusters Score -8.507395e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 468701 members 
Entering Unmasked Estep 
Score: -85074040.000000 Penalty: 16001.646484
	Iteration 23Q: 3 clusters Score -8.507404e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 468601 members 
Entering Unmasked Estep 
Score: -85074104.000000 Penalty: 16001.646484
	Iteration 24Q: 3 clusters Score -8.50741e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 468523 members 
Entering Unmasked Estep 
Score: -85074256.000000 Penalty: 16001.646484
	Iteration 25Q: 3 clusters Score -8.507426e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 468442 members 
Entering Unmasked Estep 
Score: -85074352.000000 Penalty: 16001.646484
	Iteration 26Q: 3 clusters Score -8.507435e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 468380 members 
Entering Unmasked Estep 
Score: -85074496.000000 Penalty: 16001.646484
	Iteration 27Q: 3 clusters Score -8.50745e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 468343 members 
Entering Unmasked Estep 
Score: -85074616.000000 Penalty: 16001.646484
	Iteration 28Q: 3 clusters Score -8.507462e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 468301 members 
Entering Unmasked Estep 
Score: -85074688.000000 Penalty: 16001.646484
	Iteration 29Q: 3 clusters Score -8.507469e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 468274 members 
Entering Unmasked Estep 
Score: -85074648.000000 Penalty: 16001.646484
	Iteration 30Q: 3 clusters Score -8.507465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 468243 members 
Entering Unmasked Estep 
Score: -85074736.000000 Penalty: 16001.646484
	Iteration 31Q: 3 clusters Score -8.507474e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 468211 members 
Entering Unmasked Estep 
Score: -85074760.000000 Penalty: 16001.646484
	Iteration 32Q: 3 clusters Score -8.507476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 468177 members 
Entering Unmasked Estep 
Score: -85074792.000000 Penalty: 16001.646484
	Iteration 33Q: 3 clusters Score -8.507479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 468153 members 
Entering Unmasked Estep 
Score: -85074752.000000 Penalty: 16001.646484
	Iteration 34Q: 3 clusters Score -8.507475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 468134 members 
Entering Unmasked Estep 
Score: -85074816.000000 Penalty: 16001.646484
	Iteration 35Q: 3 clusters Score -8.507482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 468117 members 
Entering Unmasked Estep 
Score: -85074864.000000 Penalty: 16001.646484
	Iteration 36Q: 3 clusters Score -8.507486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 468094 members 
Entering Unmasked Estep 
Score: -85074904.000000 Penalty: 16001.646484
	Iteration 37Q: 3 clusters Score -8.50749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 468076 members 
Entering Unmasked Estep 
Score: -85075000.000000 Penalty: 16001.646484
	Iteration 38Q: 3 clusters Score -8.5075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 468064 members 
Entering Unmasked Estep 
Score: -85074912.000000 Penalty: 16001.646484
	Iteration 39Q: 3 clusters Score -8.507491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 468059 members 
Entering Unmasked Estep 
Score: -85074928.000000 Penalty: 16001.646484
	Iteration 40F: 3 clusters Score -8.507493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 468050 members 
Entering Unmasked Estep 
Score: -85074936.000000 Penalty: 16001.646484
	Iteration 41Q: 3 clusters Score -8.507494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 468044 members 
Entering Unmasked Estep 
Score: -85074976.000000 Penalty: 16001.646484
	Iteration 42Q: 3 clusters Score -8.507498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 468040 members 
Entering Unmasked Estep 
Score: -85074920.000000 Penalty: 16001.646484
	Iteration 43Q: 3 clusters Score -8.507492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 468036 members 
Entering Unmasked Estep 
Score: -85074936.000000 Penalty: 16001.646484
	Iteration 44Q: 3 clusters Score -8.507494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 468033 members 
Entering Unmasked Estep 
Score: -85074960.000000 Penalty: 16001.646484
	Iteration 45Q: 3 clusters Score -8.507496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 468029 members 
Entering Unmasked Estep 
Score: -85074960.000000 Penalty: 16001.646484
	Iteration 46Q: 3 clusters Score -8.507496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 468028 members 
Entering Unmasked Estep 
Score: -85074944.000000 Penalty: 16001.646484
	Iteration 47Q: 3 clusters Score -8.507494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 468024 members 
Entering Unmasked Estep 
Score: -85074976.000000 Penalty: 16001.646484
	Iteration 48Q: 3 clusters Score -8.507498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 468020 members 
Entering Unmasked Estep 
Score: -85074984.000000 Penalty: 16001.646484
	Iteration 49Q: 3 clusters Score -8.507498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 468013 members 
Entering Unmasked Estep 
Score: -85074984.000000 Penalty: 16001.646484
	Iteration 50Q: 3 clusters Score -8.507498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 468006 members 
Entering Unmasked Estep 
Score: -85074960.000000 Penalty: 16001.646484
	Iteration 51Q: 3 clusters Score -8.507496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 468007 members 
Entering Unmasked Estep 
Score: -85075000.000000 Penalty: 16001.646484
	Iteration 52Q: 3 clusters Score -8.5075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 468005 members 
Entering Unmasked Estep 
Score: -85074992.000000 Penalty: 16001.646484
	Iteration 53Q: 3 clusters Score -8.507499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 468002 members 
Entering Unmasked Estep 
Score: -85074992.000000 Penalty: 16001.646484
	Iteration 54Q: 3 clusters Score -8.507499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 468001 members 
Entering Unmasked Estep 
Score: -85075008.000000 Penalty: 16001.646484
	Iteration 55Q: 3 clusters Score -8.507501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 468000 members 
Entering Unmasked Estep 
Score: -85074984.000000 Penalty: 16001.646484
	Iteration 56Q: 3 clusters Score -8.507498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 468000 members 
Entering Unmasked Estep 
Score: -85074984.000000 Penalty: 16001.646484
	Iteration 57F: 3 clusters Score -8.507498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -1317803.750000 Penalty: 5468.467285
	Iteration 0F: 2 clusters Score -1317804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1309027.625000 Penalty: 10936.934570
	Iteration 0F: 3 clusters Score -1309028 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1310597.625000 Penalty: 10936.934570
	Iteration 1F: 3 clusters Score -1310598 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1310990.625000 Penalty: 10936.934570
	Iteration 2F: 3 clusters Score -1310991 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1311223.125000 Penalty: 10936.934570
	Iteration 3Q: 3 clusters Score -1311223 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1311375.500000 Penalty: 10936.934570
	Iteration 4Q: 3 clusters Score -1311376 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1311496.375000 Penalty: 10936.934570
	Iteration 5Q: 3 clusters Score -1311496 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1311577.625000 Penalty: 10936.934570
	Iteration 6Q: 3 clusters Score -1311578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1311620.000000 Penalty: 10936.934570
	Iteration 7Q: 3 clusters Score -1311620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1311662.875000 Penalty: 10936.934570
	Iteration 8Q: 3 clusters Score -1311663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1311697.750000 Penalty: 10936.934570
	Iteration 9Q: 3 clusters Score -1311698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1311724.625000 Penalty: 10936.934570
	Iteration 10Q: 3 clusters Score -1311725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1311748.500000 Penalty: 10936.934570
	Iteration 11Q: 3 clusters Score -1311748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1311770.000000 Penalty: 10936.934570
	Iteration 12Q: 3 clusters Score -1311770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1311790.000000 Penalty: 10936.934570
	Iteration 13Q: 3 clusters Score -1311790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1311804.375000 Penalty: 10936.934570
	Iteration 14Q: 3 clusters Score -1311804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1311813.875000 Penalty: 10936.934570
	Iteration 15Q: 3 clusters Score -1311814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1311828.250000 Penalty: 10936.934570
	Iteration 16Q: 3 clusters Score -1311828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1311839.250000 Penalty: 10936.934570
	Iteration 17Q: 3 clusters Score -1311839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1311846.750000 Penalty: 10936.934570
	Iteration 18Q: 3 clusters Score -1311847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1311854.875000 Penalty: 10936.934570
	Iteration 19Q: 3 clusters Score -1311855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1311860.625000 Penalty: 10936.934570
	Iteration 20F: 3 clusters Score -1311861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1311865.250000 Penalty: 10936.934570
	Iteration 21Q: 3 clusters Score -1311865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1311866.875000 Penalty: 10936.934570
	Iteration 22Q: 3 clusters Score -1311867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1311866.000000 Penalty: 10936.934570
	Iteration 23Q: 3 clusters Score -1311866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1311863.250000 Penalty: 10936.934570
	Iteration 24Q: 3 clusters Score -1311863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1311863.250000 Penalty: 10936.934570
	Iteration 25F: 3 clusters Score -1311863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Entering Unmasked Estep 
Score: -13504369.000000 Penalty: 6881.701660
	Iteration 0F: 2 clusters Score -1.350437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -13452127.000000 Penalty: 13763.403320
	Iteration 0F: 3 clusters Score -1.345213e+07 nChanged 34123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -13470565.000000 Penalty: 13763.403320
	Iteration 1F: 3 clusters Score -1.347056e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -13471445.000000 Penalty: 13763.403320
	Iteration 2Q: 3 clusters Score -1.347144e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -13472155.000000 Penalty: 13763.403320
	Iteration 3Q: 3 clusters Score -1.347216e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -13472704.000000 Penalty: 13763.403320
	Iteration 4Q: 3 clusters Score -1.34727e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -13473219.000000 Penalty: 13763.403320
	Iteration 5Q: 3 clusters Score -1.347322e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -13473720.000000 Penalty: 13763.403320
	Iteration 6Q: 3 clusters Score -1.347372e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -13474352.000000 Penalty: 13763.403320
	Iteration 7Q: 3 clusters Score -1.347435e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -13475000.000000 Penalty: 13763.403320
	Iteration 8Q: 3 clusters Score -1.3475e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -13475880.000000 Penalty: 13763.403320
	Iteration 9Q: 3 clusters Score -1.347588e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -13477206.000000 Penalty: 13763.403320
	Iteration 10Q: 3 clusters Score -1.347721e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -13479118.000000 Penalty: 13763.403320
	Iteration 11Q: 3 clusters Score -1.347912e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -13481646.000000 Penalty: 13763.403320
	Iteration 12F: 3 clusters Score -1.348165e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -13484925.000000 Penalty: 13763.403320
	Iteration 13F: 3 clusters Score -1.348492e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -13488592.000000 Penalty: 13763.403320
	Iteration 14F: 3 clusters Score -1.348859e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -13491858.000000 Penalty: 13763.403320
	Iteration 15F: 3 clusters Score -1.349186e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -13494498.000000 Penalty: 13763.403320
	Iteration 16Q: 3 clusters Score -1.34945e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -13496324.000000 Penalty: 13763.403320
	Iteration 17Q: 3 clusters Score -1.349632e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -13497328.000000 Penalty: 13763.403320
	Iteration 18Q: 3 clusters Score -1.349733e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -13497808.000000 Penalty: 13763.403320
	Iteration 19Q: 3 clusters Score -1.349781e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -13498050.000000 Penalty: 13763.403320
	Iteration 20F: 3 clusters Score -1.349805e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -13498154.000000 Penalty: 13763.403320
	Iteration 21Q: 3 clusters Score -1.349815e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -13498224.000000 Penalty: 13763.403320
	Iteration 22Q: 3 clusters Score -1.349822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -13498285.000000 Penalty: 13763.403320
	Iteration 23Q: 3 clusters Score -1.349828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -13498338.000000 Penalty: 13763.403320
	Iteration 24Q: 3 clusters Score -1.349834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -13498390.000000 Penalty: 13763.403320
	Iteration 25Q: 3 clusters Score -1.349839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -13498415.000000 Penalty: 13763.403320
	Iteration 26Q: 3 clusters Score -1.349842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -13498438.000000 Penalty: 13763.403320
	Iteration 27Q: 3 clusters Score -1.349844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -13498447.000000 Penalty: 13763.403320
	Iteration 28Q: 3 clusters Score -1.349845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -13498450.000000 Penalty: 13763.403320
	Iteration 29Q: 3 clusters Score -1.349845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -13498452.000000 Penalty: 13763.403320
	Iteration 30Q: 3 clusters Score -1.349845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -13498465.000000 Penalty: 13763.403320
	Iteration 31Q: 3 clusters Score -1.349846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -13498467.000000 Penalty: 13763.403320
	Iteration 32Q: 3 clusters Score -1.349847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -13498482.000000 Penalty: 13763.403320
	Iteration 33Q: 3 clusters Score -1.349848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -13498476.000000 Penalty: 13763.403320
	Iteration 34Q: 3 clusters Score -1.349848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -13498477.000000 Penalty: 13763.403320
	Iteration 35Q: 3 clusters Score -1.349848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -13498482.000000 Penalty: 13763.403320
	Iteration 36Q: 3 clusters Score -1.349848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -13498488.000000 Penalty: 13763.403320
	Iteration 37Q: 3 clusters Score -1.349849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -13498496.000000 Penalty: 13763.403320
	Iteration 38Q: 3 clusters Score -1.34985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -13498496.000000 Penalty: 13763.403320
	Iteration 39F: 3 clusters Score -1.34985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Entering Unmasked Estep 
Score: -6031209.000000 Penalty: 6379.476562
	Iteration 0F: 2 clusters Score -6031209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -6006359.500000 Penalty: 12758.953125
	Iteration 0F: 3 clusters Score -6006360 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -6013928.500000 Penalty: 12758.953125
	Iteration 1F: 3 clusters Score -6013928 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -6014925.000000 Penalty: 12758.953125
	Iteration 2F: 3 clusters Score -6014925 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -6015904.500000 Penalty: 12758.953125
	Iteration 3F: 3 clusters Score -6015904 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -6016839.500000 Penalty: 12758.953125
	Iteration 4F: 3 clusters Score -6016840 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -6017872.000000 Penalty: 12758.953125
	Iteration 5F: 3 clusters Score -6017872 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -6018891.500000 Penalty: 12758.953125
	Iteration 6F: 3 clusters Score -6018892 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -6019880.500000 Penalty: 12758.953125
	Iteration 7Q: 3 clusters Score -6019880 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -6020796.500000 Penalty: 12758.953125
	Iteration 8Q: 3 clusters Score -6020796 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -6021604.500000 Penalty: 12758.953125
	Iteration 9Q: 3 clusters Score -6021604 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -6022314.000000 Penalty: 12758.953125
	Iteration 10Q: 3 clusters Score -6022314 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -6022895.500000 Penalty: 12758.953125
	Iteration 11Q: 3 clusters Score -6022896 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6023336.500000 Penalty: 12758.953125
	Iteration 12Q: 3 clusters Score -6023336 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -6023663.500000 Penalty: 12758.953125
	Iteration 13Q: 3 clusters Score -6023664 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -6023920.500000 Penalty: 12758.953125
	Iteration 14Q: 3 clusters Score -6023920 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -6024117.500000 Penalty: 12758.953125
	Iteration 15Q: 3 clusters Score -6024118 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -6024249.000000 Penalty: 12758.953125
	Iteration 16Q: 3 clusters Score -6024249 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -6024363.500000 Penalty: 12758.953125
	Iteration 17Q: 3 clusters Score -6024364 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -6024424.000000 Penalty: 12758.953125
	Iteration 18Q: 3 clusters Score -6024424 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6024467.000000 Penalty: 12758.953125
	Iteration 19Q: 3 clusters Score -6024467 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -6024518.000000 Penalty: 12758.953125
	Iteration 20F: 3 clusters Score -6024518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -6024542.500000 Penalty: 12758.953125
	Iteration 21Q: 3 clusters Score -6024542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -6024580.000000 Penalty: 12758.953125
	Iteration 22Q: 3 clusters Score -6024580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -6024635.000000 Penalty: 12758.953125
	Iteration 23Q: 3 clusters Score -6024635 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -6024661.000000 Penalty: 12758.953125
	Iteration 24Q: 3 clusters Score -6024661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6024676.000000 Penalty: 12758.953125
	Iteration 25Q: 3 clusters Score -6024676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6024709.000000 Penalty: 12758.953125
	Iteration 26Q: 3 clusters Score -6024709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -6024719.500000 Penalty: 12758.953125
	Iteration 27Q: 3 clusters Score -6024720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -6024719.500000 Penalty: 12758.953125
	Iteration 28Q: 3 clusters Score -6024720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -6024732.000000 Penalty: 12758.953125
	Iteration 29Q: 3 clusters Score -6024732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -6024757.500000 Penalty: 12758.953125
	Iteration 30Q: 3 clusters Score -6024758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -6024773.000000 Penalty: 12758.953125
	Iteration 31Q: 3 clusters Score -6024773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6024778.000000 Penalty: 12758.953125
	Iteration 32Q: 3 clusters Score -6024778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6024792.000000 Penalty: 12758.953125
	Iteration 33Q: 3 clusters Score -6024792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6024813.000000 Penalty: 12758.953125
	Iteration 34Q: 3 clusters Score -6024813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -6024802.000000 Penalty: 12758.953125
	Iteration 35Q: 3 clusters Score -6024802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -6024806.500000 Penalty: 12758.953125
	Iteration 36Q: 3 clusters Score -6024806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -6024810.000000 Penalty: 12758.953125
	Iteration 37Q: 3 clusters Score -6024810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6024828.000000 Penalty: 12758.953125
	Iteration 38Q: 3 clusters Score -6024828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6024844.500000 Penalty: 12758.953125
	Iteration 39Q: 3 clusters Score -6024844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -6024877.000000 Penalty: 12758.953125
	Iteration 40F: 3 clusters Score -6024877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6024900.500000 Penalty: 12758.953125
	Iteration 41Q: 3 clusters Score -6024900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -6024914.500000 Penalty: 12758.953125
	Iteration 42Q: 3 clusters Score -6024914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6024927.500000 Penalty: 12758.953125
	Iteration 43Q: 3 clusters Score -6024928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -6024942.500000 Penalty: 12758.953125
	Iteration 44Q: 3 clusters Score -6024942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6024957.000000 Penalty: 12758.953125
	Iteration 45Q: 3 clusters Score -6024957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -6024956.000000 Penalty: 12758.953125
	Iteration 46Q: 3 clusters Score -6024956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -6024963.500000 Penalty: 12758.953125
	Iteration 47Q: 3 clusters Score -6024964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6024995.000000 Penalty: 12758.953125
	Iteration 48Q: 3 clusters Score -6024995 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -6025010.000000 Penalty: 12758.953125
	Iteration 49Q: 3 clusters Score -6025010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -6025040.500000 Penalty: 12758.953125
	Iteration 50Q: 3 clusters Score -6025040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6025075.000000 Penalty: 12758.953125
	Iteration 51Q: 3 clusters Score -6025075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6025096.500000 Penalty: 12758.953125
	Iteration 52Q: 3 clusters Score -6025096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -6025129.000000 Penalty: 12758.953125
	Iteration 53Q: 3 clusters Score -6025129 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -6025155.000000 Penalty: 12758.953125
	Iteration 54Q: 3 clusters Score -6025155 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6025189.000000 Penalty: 12758.953125
	Iteration 55Q: 3 clusters Score -6025189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -6025242.500000 Penalty: 12758.953125
	Iteration 56Q: 3 clusters Score -6025242 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6025303.500000 Penalty: 12758.953125
	Iteration 57Q: 3 clusters Score -6025304 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -6025366.000000 Penalty: 12758.953125
	Iteration 58Q: 3 clusters Score -6025366 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -6025426.500000 Penalty: 12758.953125
	Iteration 59Q: 3 clusters Score -6025426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -6025466.500000 Penalty: 12758.953125
	Iteration 60F: 3 clusters Score -6025466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6025510.000000 Penalty: 12758.953125
	Iteration 61Q: 3 clusters Score -6025510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -6025568.500000 Penalty: 12758.953125
	Iteration 62Q: 3 clusters Score -6025568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6025611.500000 Penalty: 12758.953125
	Iteration 63Q: 3 clusters Score -6025612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -6025621.500000 Penalty: 12758.953125
	Iteration 64Q: 3 clusters Score -6025622 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6025662.000000 Penalty: 12758.953125
	Iteration 65Q: 3 clusters Score -6025662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6025710.500000 Penalty: 12758.953125
	Iteration 66Q: 3 clusters Score -6025710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6025745.500000 Penalty: 12758.953125
	Iteration 67Q: 3 clusters Score -6025746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6025787.500000 Penalty: 12758.953125
	Iteration 68Q: 3 clusters Score -6025788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6025814.500000 Penalty: 12758.953125
	Iteration 69Q: 3 clusters Score -6025814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6025832.000000 Penalty: 12758.953125
	Iteration 70Q: 3 clusters Score -6025832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6025879.000000 Penalty: 12758.953125
	Iteration 71Q: 3 clusters Score -6025879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6025908.000000 Penalty: 12758.953125
	Iteration 72Q: 3 clusters Score -6025908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6025923.500000 Penalty: 12758.953125
	Iteration 73Q: 3 clusters Score -6025924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6025931.000000 Penalty: 12758.953125
	Iteration 74Q: 3 clusters Score -6025931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6025951.500000 Penalty: 12758.953125
	Iteration 75Q: 3 clusters Score -6025952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6025959.000000 Penalty: 12758.953125
	Iteration 76Q: 3 clusters Score -6025959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6025970.000000 Penalty: 12758.953125
	Iteration 77Q: 3 clusters Score -6025970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6025999.500000 Penalty: 12758.953125
	Iteration 78Q: 3 clusters Score -6026000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6026003.500000 Penalty: 12758.953125
	Iteration 79Q: 3 clusters Score -6026004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6026024.000000 Penalty: 12758.953125
	Iteration 80F: 3 clusters Score -6026024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6026021.500000 Penalty: 12758.953125
	Iteration 81Q: 3 clusters Score -6026022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6026036.500000 Penalty: 12758.953125
	Iteration 82Q: 3 clusters Score -6026036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6026046.000000 Penalty: 12758.953125
	Iteration 83Q: 3 clusters Score -6026046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6026039.000000 Penalty: 12758.953125
	Iteration 84Q: 3 clusters Score -6026039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6026046.000000 Penalty: 12758.953125
	Iteration 85Q: 3 clusters Score -6026046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6026063.000000 Penalty: 12758.953125
	Iteration 86Q: 3 clusters Score -6026063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6026050.500000 Penalty: 12758.953125
	Iteration 87Q: 3 clusters Score -6026050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6026056.500000 Penalty: 12758.953125
	Iteration 88Q: 3 clusters Score -6026056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6026063.500000 Penalty: 12758.953125
	Iteration 89Q: 3 clusters Score -6026064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6026066.500000 Penalty: 12758.953125
	Iteration 90Q: 3 clusters Score -6026066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6026069.000000 Penalty: 12758.953125
	Iteration 91Q: 3 clusters Score -6026069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6026075.000000 Penalty: 12758.953125
	Iteration 92Q: 3 clusters Score -6026075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6026073.000000 Penalty: 12758.953125
	Iteration 93Q: 3 clusters Score -6026073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6026074.500000 Penalty: 12758.953125
	Iteration 94Q: 3 clusters Score -6026074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6026075.000000 Penalty: 12758.953125
	Iteration 95Q: 3 clusters Score -6026075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6026081.000000 Penalty: 12758.953125
	Iteration 96Q: 3 clusters Score -6026081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6026080.500000 Penalty: 12758.953125
	Iteration 97Q: 3 clusters Score -6026080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6026079.000000 Penalty: 12758.953125
	Iteration 98Q: 3 clusters Score -6026079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6026079.000000 Penalty: 12758.953125
	Iteration 99F: 3 clusters Score -6026079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Entering Unmasked Estep 
Score: -2340212.500000 Penalty: 5801.324219
	Iteration 0F: 2 clusters Score -2340212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2328154.750000 Penalty: 11602.648438
	Iteration 0F: 3 clusters Score -2328155 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2330980.750000 Penalty: 11602.648438
	Iteration 1F: 3 clusters Score -2330981 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2331493.000000 Penalty: 11602.648438
	Iteration 2F: 3 clusters Score -2331493 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2331813.750000 Penalty: 11602.648438
	Iteration 3Q: 3 clusters Score -2331814 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2332062.250000 Penalty: 11602.648438
	Iteration 4Q: 3 clusters Score -2332062 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2332236.500000 Penalty: 11602.648438
	Iteration 5Q: 3 clusters Score -2332236 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2332385.750000 Penalty: 11602.648438
	Iteration 6Q: 3 clusters Score -2332386 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2332539.750000 Penalty: 11602.648438
	Iteration 7Q: 3 clusters Score -2332540 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2332726.500000 Penalty: 11602.648438
	Iteration 8Q: 3 clusters Score -2332726 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2332904.750000 Penalty: 11602.648438
	Iteration 9Q: 3 clusters Score -2332905 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2333052.500000 Penalty: 11602.648438
	Iteration 10Q: 3 clusters Score -2333052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2333169.000000 Penalty: 11602.648438
	Iteration 11Q: 3 clusters Score -2333169 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2333271.750000 Penalty: 11602.648438
	Iteration 12Q: 3 clusters Score -2333272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2333348.500000 Penalty: 11602.648438
	Iteration 13Q: 3 clusters Score -2333348 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2333419.500000 Penalty: 11602.648438
	Iteration 14Q: 3 clusters Score -2333420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2333493.000000 Penalty: 11602.648438
	Iteration 15Q: 3 clusters Score -2333493 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2333556.500000 Penalty: 11602.648438
	Iteration 16Q: 3 clusters Score -2333556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2333625.250000 Penalty: 11602.648438
	Iteration 17Q: 3 clusters Score -2333625 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2333684.250000 Penalty: 11602.648438
	Iteration 18Q: 3 clusters Score -2333684 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2333755.750000 Penalty: 11602.648438
	Iteration 19Q: 3 clusters Score -2333756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2333828.000000 Penalty: 11602.648438
	Iteration 20F: 3 clusters Score -2333828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2333892.500000 Penalty: 11602.648438
	Iteration 21Q: 3 clusters Score -2333892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2333944.750000 Penalty: 11602.648438
	Iteration 22Q: 3 clusters Score -2333945 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2334014.750000 Penalty: 11602.648438
	Iteration 23Q: 3 clusters Score -2334015 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2334081.500000 Penalty: 11602.648438
	Iteration 24Q: 3 clusters Score -2334082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2334147.000000 Penalty: 11602.648438
	Iteration 25Q: 3 clusters Score -2334147 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2334215.000000 Penalty: 11602.648438
	Iteration 26Q: 3 clusters Score -2334215 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2334293.250000 Penalty: 11602.648438
	Iteration 27Q: 3 clusters Score -2334293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2334376.000000 Penalty: 11602.648438
	Iteration 28Q: 3 clusters Score -2334376 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2334441.750000 Penalty: 11602.648438
	Iteration 29Q: 3 clusters Score -2334442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2334514.500000 Penalty: 11602.648438
	Iteration 30Q: 3 clusters Score -2334514 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2334587.750000 Penalty: 11602.648438
	Iteration 31Q: 3 clusters Score -2334588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2334649.000000 Penalty: 11602.648438
	Iteration 32Q: 3 clusters Score -2334649 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2334741.000000 Penalty: 11602.648438
	Iteration 33Q: 3 clusters Score -2334741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2334805.750000 Penalty: 11602.648438
	Iteration 34Q: 3 clusters Score -2334806 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2334864.000000 Penalty: 11602.648438
	Iteration 35Q: 3 clusters Score -2334864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2334924.500000 Penalty: 11602.648438
	Iteration 36Q: 3 clusters Score -2334924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2334984.000000 Penalty: 11602.648438
	Iteration 37Q: 3 clusters Score -2334984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2335032.250000 Penalty: 11602.648438
	Iteration 38Q: 3 clusters Score -2335032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2335076.250000 Penalty: 11602.648438
	Iteration 39Q: 3 clusters Score -2335076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2335131.250000 Penalty: 11602.648438
	Iteration 40F: 3 clusters Score -2335131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2335159.250000 Penalty: 11602.648438
	Iteration 41Q: 3 clusters Score -2335159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2335186.750000 Penalty: 11602.648438
	Iteration 42Q: 3 clusters Score -2335187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2335211.000000 Penalty: 11602.648438
	Iteration 43Q: 3 clusters Score -2335211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2335224.000000 Penalty: 11602.648438
	Iteration 44Q: 3 clusters Score -2335224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2335229.500000 Penalty: 11602.648438
	Iteration 45Q: 3 clusters Score -2335230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2335240.750000 Penalty: 11602.648438
	Iteration 46Q: 3 clusters Score -2335241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2335248.750000 Penalty: 11602.648438
	Iteration 47Q: 3 clusters Score -2335249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2335258.750000 Penalty: 11602.648438
	Iteration 48Q: 3 clusters Score -2335259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2335267.000000 Penalty: 11602.648438
	Iteration 49Q: 3 clusters Score -2335267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2335271.250000 Penalty: 11602.648438
	Iteration 50Q: 3 clusters Score -2335271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2335278.750000 Penalty: 11602.648438
	Iteration 51Q: 3 clusters Score -2335279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2335291.500000 Penalty: 11602.648438
	Iteration 52Q: 3 clusters Score -2335292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2335297.250000 Penalty: 11602.648438
	Iteration 53Q: 3 clusters Score -2335297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2335303.000000 Penalty: 11602.648438
	Iteration 54Q: 3 clusters Score -2335303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2335306.250000 Penalty: 11602.648438
	Iteration 55Q: 3 clusters Score -2335306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2335315.500000 Penalty: 11602.648438
	Iteration 56Q: 3 clusters Score -2335316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2335320.750000 Penalty: 11602.648438
	Iteration 57Q: 3 clusters Score -2335321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2335322.250000 Penalty: 11602.648438
	Iteration 58Q: 3 clusters Score -2335322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2335325.250000 Penalty: 11602.648438
	Iteration 59Q: 3 clusters Score -2335325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2335322.250000 Penalty: 11602.648438
	Iteration 60F: 3 clusters Score -2335322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2335322.750000 Penalty: 11602.648438
	Iteration 61Q: 3 clusters Score -2335323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2335330.750000 Penalty: 11602.648438
	Iteration 62Q: 3 clusters Score -2335331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2335331.750000 Penalty: 11602.648438
	Iteration 63Q: 3 clusters Score -2335332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2335331.750000 Penalty: 11602.648438
	Iteration 64F: 3 clusters Score -2335332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -1169989.375000 Penalty: 5389.792969
	Iteration 0F: 2 clusters Score -1169989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1161918.500000 Penalty: 10779.585938
	Iteration 0F: 3 clusters Score -1161918 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1163377.750000 Penalty: 10779.585938
	Iteration 1F: 3 clusters Score -1163378 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1163730.125000 Penalty: 10779.585938
	Iteration 2F: 3 clusters Score -1163730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1163928.250000 Penalty: 10779.585938
	Iteration 3Q: 3 clusters Score -1163928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1164058.375000 Penalty: 10779.585938
	Iteration 4Q: 3 clusters Score -1164058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1164158.750000 Penalty: 10779.585938
	Iteration 5Q: 3 clusters Score -1164159 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1164235.750000 Penalty: 10779.585938
	Iteration 6Q: 3 clusters Score -1164236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1164295.000000 Penalty: 10779.585938
	Iteration 7Q: 3 clusters Score -1164295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1164356.250000 Penalty: 10779.585938
	Iteration 8Q: 3 clusters Score -1164356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1164402.875000 Penalty: 10779.585938
	Iteration 9Q: 3 clusters Score -1164403 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1164451.500000 Penalty: 10779.585938
	Iteration 10Q: 3 clusters Score -1164452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1164522.750000 Penalty: 10779.585938
	Iteration 11Q: 3 clusters Score -1164523 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1164601.125000 Penalty: 10779.585938
	Iteration 12Q: 3 clusters Score -1164601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1164668.750000 Penalty: 10779.585938
	Iteration 13Q: 3 clusters Score -1164669 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1164771.125000 Penalty: 10779.585938
	Iteration 14Q: 3 clusters Score -1164771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1164882.125000 Penalty: 10779.585938
	Iteration 15Q: 3 clusters Score -1164882 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1165020.375000 Penalty: 10779.585938
	Iteration 16Q: 3 clusters Score -1165020 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1165219.125000 Penalty: 10779.585938
	Iteration 17Q: 3 clusters Score -1165219 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1165440.750000 Penalty: 10779.585938
	Iteration 18Q: 3 clusters Score -1165441 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1165666.375000 Penalty: 10779.585938
	Iteration 19Q: 3 clusters Score -1165666 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1165875.125000 Penalty: 10779.585938
	Iteration 20F: 3 clusters Score -1165875 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1166051.250000 Penalty: 10779.585938
	Iteration 21Q: 3 clusters Score -1166051 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1166225.625000 Penalty: 10779.585938
	Iteration 22Q: 3 clusters Score -1166226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1166375.625000 Penalty: 10779.585938
	Iteration 23Q: 3 clusters Score -1166376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1166450.375000 Penalty: 10779.585938
	Iteration 24Q: 3 clusters Score -1166450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1166530.000000 Penalty: 10779.585938
	Iteration 25Q: 3 clusters Score -1166530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1166587.125000 Penalty: 10779.585938
	Iteration 26Q: 3 clusters Score -1166587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1166633.125000 Penalty: 10779.585938
	Iteration 27Q: 3 clusters Score -1166633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1166675.500000 Penalty: 10779.585938
	Iteration 28Q: 3 clusters Score -1166676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1166705.250000 Penalty: 10779.585938
	Iteration 29Q: 3 clusters Score -1166705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1166722.250000 Penalty: 10779.585938
	Iteration 30Q: 3 clusters Score -1166722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1166733.000000 Penalty: 10779.585938
	Iteration 31Q: 3 clusters Score -1166733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1166746.000000 Penalty: 10779.585938
	Iteration 32Q: 3 clusters Score -1166746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1166757.250000 Penalty: 10779.585938
	Iteration 33Q: 3 clusters Score -1166757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1166773.375000 Penalty: 10779.585938
	Iteration 34Q: 3 clusters Score -1166773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1166790.500000 Penalty: 10779.585938
	Iteration 35Q: 3 clusters Score -1166790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1166799.000000 Penalty: 10779.585938
	Iteration 36Q: 3 clusters Score -1166799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1166810.000000 Penalty: 10779.585938
	Iteration 37Q: 3 clusters Score -1166810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1166825.500000 Penalty: 10779.585938
	Iteration 38Q: 3 clusters Score -1166826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1166833.875000 Penalty: 10779.585938
	Iteration 39Q: 3 clusters Score -1166834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1166840.000000 Penalty: 10779.585938
	Iteration 40F: 3 clusters Score -1166840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1166841.250000 Penalty: 10779.585938
	Iteration 41Q: 3 clusters Score -1166841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1166842.125000 Penalty: 10779.585938
	Iteration 42Q: 3 clusters Score -1166842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1166847.625000 Penalty: 10779.585938
	Iteration 43Q: 3 clusters Score -1166848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1166850.250000 Penalty: 10779.585938
	Iteration 44Q: 3 clusters Score -1166850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1166849.875000 Penalty: 10779.585938
	Iteration 45Q: 3 clusters Score -1166850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1166852.250000 Penalty: 10779.585938
	Iteration 46Q: 3 clusters Score -1166852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1166852.000000 Penalty: 10779.585938
	Iteration 47Q: 3 clusters Score -1166852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1166852.000000 Penalty: 10779.585938
	Iteration 48F: 3 clusters Score -1166852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -217545.140625 Penalty: 4492.276367
	Iteration 0F: 2 clusters Score -217545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -213204.500000 Penalty: 8984.552734
	Iteration 0F: 3 clusters Score -213204.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -214874.593750 Penalty: 8984.552734
	Iteration 1F: 3 clusters Score -214874.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -216515.968750 Penalty: 8984.552734
	Iteration 2F: 3 clusters Score -216516 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -218894.687500 Penalty: 8984.552734
	Iteration 3F: 3 clusters Score -218894.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -220457.406250 Penalty: 8984.552734
	Iteration 4F: 3 clusters Score -220457.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -220977.671875 Penalty: 8984.552734
	Iteration 5F: 3 clusters Score -220977.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -221221.546875 Penalty: 8984.552734
	Iteration 6Q: 3 clusters Score -221221.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221401.203125 Penalty: 8984.552734
	Iteration 7Q: 3 clusters Score -221401.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -221661.500000 Penalty: 8984.552734
	Iteration 8Q: 3 clusters Score -221661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -221841.843750 Penalty: 8984.552734
	Iteration 9Q: 3 clusters Score -221841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -221859.640625 Penalty: 8984.552734
	Iteration 10Q: 3 clusters Score -221859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -221859.640625 Penalty: 8984.552734
	Iteration 11F: 3 clusters Score -221859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 119037 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148690 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 63792 members 
Mstep: Class 10 contains 470979 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 33372 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 270 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173932 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 1262 members 
Entering Unmasked Estep 
Score: -226819808.000000 Penalty: 232557.843750
Splitting cluster 16 changes total score from -226820464.000000 to -226819808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (17815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Entering Unmasked Estep 
Score: -3063121.000000 Penalty: 5995.024902
	Iteration 0F: 2 clusters Score -3063121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3047758.500000 Penalty: 11990.049805
	Iteration 0F: 3 clusters Score -3047758 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3051736.250000 Penalty: 11990.049805
	Iteration 1F: 3 clusters Score -3051736 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3052426.250000 Penalty: 11990.049805
	Iteration 2F: 3 clusters Score -3052426 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3052996.250000 Penalty: 11990.049805
	Iteration 3F: 3 clusters Score -3052996 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3053496.000000 Penalty: 11990.049805
	Iteration 4Q: 3 clusters Score -3053496 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3053993.000000 Penalty: 11990.049805
	Iteration 5Q: 3 clusters Score -3053993 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3054430.000000 Penalty: 11990.049805
	Iteration 6Q: 3 clusters Score -3054430 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3054860.500000 Penalty: 11990.049805
	Iteration 7Q: 3 clusters Score -3054860 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3055282.000000 Penalty: 11990.049805
	Iteration 8Q: 3 clusters Score -3055282 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3055692.250000 Penalty: 11990.049805
	Iteration 9Q: 3 clusters Score -3055692 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3056124.750000 Penalty: 11990.049805
	Iteration 10Q: 3 clusters Score -3056125 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3056517.500000 Penalty: 11990.049805
	Iteration 11Q: 3 clusters Score -3056518 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3056838.250000 Penalty: 11990.049805
	Iteration 12Q: 3 clusters Score -3056838 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3057114.250000 Penalty: 11990.049805
	Iteration 13Q: 3 clusters Score -3057114 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3057373.250000 Penalty: 11990.049805
	Iteration 14Q: 3 clusters Score -3057373 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3057615.250000 Penalty: 11990.049805
	Iteration 15Q: 3 clusters Score -3057615 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3057852.250000 Penalty: 11990.049805
	Iteration 16Q: 3 clusters Score -3057852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3058052.750000 Penalty: 11990.049805
	Iteration 17Q: 3 clusters Score -3058053 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3058230.000000 Penalty: 11990.049805
	Iteration 18Q: 3 clusters Score -3058230 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3058404.000000 Penalty: 11990.049805
	Iteration 19Q: 3 clusters Score -3058404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3058519.500000 Penalty: 11990.049805
	Iteration 20F: 3 clusters Score -3058520 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3058640.500000 Penalty: 11990.049805
	Iteration 21Q: 3 clusters Score -3058640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3058727.750000 Penalty: 11990.049805
	Iteration 22Q: 3 clusters Score -3058728 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3058800.250000 Penalty: 11990.049805
	Iteration 23Q: 3 clusters Score -3058800 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3058863.000000 Penalty: 11990.049805
	Iteration 24Q: 3 clusters Score -3058863 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3058929.000000 Penalty: 11990.049805
	Iteration 25Q: 3 clusters Score -3058929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3058964.250000 Penalty: 11990.049805
	Iteration 26Q: 3 clusters Score -3058964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3058998.500000 Penalty: 11990.049805
	Iteration 27Q: 3 clusters Score -3058998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3059041.500000 Penalty: 11990.049805
	Iteration 28Q: 3 clusters Score -3059042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3059082.000000 Penalty: 11990.049805
	Iteration 29Q: 3 clusters Score -3059082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3059118.000000 Penalty: 11990.049805
	Iteration 30Q: 3 clusters Score -3059118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3059162.750000 Penalty: 11990.049805
	Iteration 31Q: 3 clusters Score -3059163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3059193.750000 Penalty: 11990.049805
	Iteration 32Q: 3 clusters Score -3059194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3059204.250000 Penalty: 11990.049805
	Iteration 33Q: 3 clusters Score -3059204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3059224.250000 Penalty: 11990.049805
	Iteration 34Q: 3 clusters Score -3059224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3059244.500000 Penalty: 11990.049805
	Iteration 35Q: 3 clusters Score -3059244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3059252.250000 Penalty: 11990.049805
	Iteration 36Q: 3 clusters Score -3059252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3059259.750000 Penalty: 11990.049805
	Iteration 37Q: 3 clusters Score -3059260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3059265.250000 Penalty: 11990.049805
	Iteration 38Q: 3 clusters Score -3059265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3059289.000000 Penalty: 11990.049805
	Iteration 39Q: 3 clusters Score -3059289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3059315.750000 Penalty: 11990.049805
	Iteration 40F: 3 clusters Score -3059316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3059340.250000 Penalty: 11990.049805
	Iteration 41Q: 3 clusters Score -3059340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3059374.000000 Penalty: 11990.049805
	Iteration 42Q: 3 clusters Score -3059374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3059395.000000 Penalty: 11990.049805
	Iteration 43Q: 3 clusters Score -3059395 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3059426.250000 Penalty: 11990.049805
	Iteration 44Q: 3 clusters Score -3059426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3059453.500000 Penalty: 11990.049805
	Iteration 45Q: 3 clusters Score -3059454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3059495.000000 Penalty: 11990.049805
	Iteration 46Q: 3 clusters Score -3059495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3059518.500000 Penalty: 11990.049805
	Iteration 47Q: 3 clusters Score -3059518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3059553.250000 Penalty: 11990.049805
	Iteration 48Q: 3 clusters Score -3059553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3059574.750000 Penalty: 11990.049805
	Iteration 49Q: 3 clusters Score -3059575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3059612.000000 Penalty: 11990.049805
	Iteration 50Q: 3 clusters Score -3059612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3059647.000000 Penalty: 11990.049805
	Iteration 51Q: 3 clusters Score -3059647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3059675.750000 Penalty: 11990.049805
	Iteration 52Q: 3 clusters Score -3059676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3059699.750000 Penalty: 11990.049805
	Iteration 53Q: 3 clusters Score -3059700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3059725.750000 Penalty: 11990.049805
	Iteration 54Q: 3 clusters Score -3059726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3059742.250000 Penalty: 11990.049805
	Iteration 55Q: 3 clusters Score -3059742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3059753.000000 Penalty: 11990.049805
	Iteration 56Q: 3 clusters Score -3059753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3059760.500000 Penalty: 11990.049805
	Iteration 57Q: 3 clusters Score -3059760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3059771.250000 Penalty: 11990.049805
	Iteration 58Q: 3 clusters Score -3059771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3059770.000000 Penalty: 11990.049805
	Iteration 59Q: 3 clusters Score -3059770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3059778.000000 Penalty: 11990.049805
	Iteration 60F: 3 clusters Score -3059778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3059778.500000 Penalty: 11990.049805
	Iteration 61Q: 3 clusters Score -3059778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3059783.000000 Penalty: 11990.049805
	Iteration 62Q: 3 clusters Score -3059783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3059786.750000 Penalty: 11990.049805
	Iteration 63Q: 3 clusters Score -3059787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3059786.750000 Penalty: 11990.049805
	Iteration 64Q: 3 clusters Score -3059787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3059792.500000 Penalty: 11990.049805
	Iteration 65Q: 3 clusters Score -3059792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3059793.250000 Penalty: 11990.049805
	Iteration 66Q: 3 clusters Score -3059793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3059790.000000 Penalty: 11990.049805
	Iteration 67Q: 3 clusters Score -3059790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3059786.750000 Penalty: 11990.049805
	Iteration 68Q: 3 clusters Score -3059787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3059789.750000 Penalty: 11990.049805
	Iteration 69Q: 3 clusters Score -3059790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3059788.500000 Penalty: 11990.049805
	Iteration 70Q: 3 clusters Score -3059788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3059788.750000 Penalty: 11990.049805
	Iteration 71Q: 3 clusters Score -3059789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3059792.750000 Penalty: 11990.049805
	Iteration 72Q: 3 clusters Score -3059793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3059794.250000 Penalty: 11990.049805
	Iteration 73Q: 3 clusters Score -3059794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3059792.250000 Penalty: 11990.049805
	Iteration 74Q: 3 clusters Score -3059792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3059792.250000 Penalty: 11990.049805
	Iteration 75F: 3 clusters Score -3059792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -1604645.500000 Penalty: 5570.094238
	Iteration 0F: 2 clusters Score -1604646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1595056.875000 Penalty: 11140.188477
	Iteration 0F: 3 clusters Score -1595057 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1596995.125000 Penalty: 11140.188477
	Iteration 1F: 3 clusters Score -1596995 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1597399.750000 Penalty: 11140.188477
	Iteration 2F: 3 clusters Score -1597400 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1597634.125000 Penalty: 11140.188477
	Iteration 3Q: 3 clusters Score -1597634 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1597757.875000 Penalty: 11140.188477
	Iteration 4Q: 3 clusters Score -1597758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1597846.625000 Penalty: 11140.188477
	Iteration 5Q: 3 clusters Score -1597847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1597893.500000 Penalty: 11140.188477
	Iteration 6Q: 3 clusters Score -1597894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1597939.125000 Penalty: 11140.188477
	Iteration 7Q: 3 clusters Score -1597939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1597980.375000 Penalty: 11140.188477
	Iteration 8Q: 3 clusters Score -1597980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1598017.000000 Penalty: 11140.188477
	Iteration 9Q: 3 clusters Score -1598017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1598041.375000 Penalty: 11140.188477
	Iteration 10Q: 3 clusters Score -1598041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1598066.125000 Penalty: 11140.188477
	Iteration 11Q: 3 clusters Score -1598066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1598088.625000 Penalty: 11140.188477
	Iteration 12Q: 3 clusters Score -1598089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1598097.750000 Penalty: 11140.188477
	Iteration 13Q: 3 clusters Score -1598098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1598114.625000 Penalty: 11140.188477
	Iteration 14Q: 3 clusters Score -1598115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1598128.875000 Penalty: 11140.188477
	Iteration 15Q: 3 clusters Score -1598129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1598143.375000 Penalty: 11140.188477
	Iteration 16Q: 3 clusters Score -1598143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1598158.500000 Penalty: 11140.188477
	Iteration 17Q: 3 clusters Score -1598158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1598167.000000 Penalty: 11140.188477
	Iteration 18Q: 3 clusters Score -1598167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1598181.750000 Penalty: 11140.188477
	Iteration 19Q: 3 clusters Score -1598182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1598191.500000 Penalty: 11140.188477
	Iteration 20F: 3 clusters Score -1598192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1598200.875000 Penalty: 11140.188477
	Iteration 21Q: 3 clusters Score -1598201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1598208.875000 Penalty: 11140.188477
	Iteration 22Q: 3 clusters Score -1598209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1598205.375000 Penalty: 11140.188477
	Iteration 23Q: 3 clusters Score -1598205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1598219.750000 Penalty: 11140.188477
	Iteration 24Q: 3 clusters Score -1598220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1598233.875000 Penalty: 11140.188477
	Iteration 25Q: 3 clusters Score -1598234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1598245.250000 Penalty: 11140.188477
	Iteration 26Q: 3 clusters Score -1598245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1598250.875000 Penalty: 11140.188477
	Iteration 27Q: 3 clusters Score -1598251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1598265.500000 Penalty: 11140.188477
	Iteration 28Q: 3 clusters Score -1598266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1598271.625000 Penalty: 11140.188477
	Iteration 29Q: 3 clusters Score -1598272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1598285.500000 Penalty: 11140.188477
	Iteration 30Q: 3 clusters Score -1598286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1598293.000000 Penalty: 11140.188477
	Iteration 31Q: 3 clusters Score -1598293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1598303.875000 Penalty: 11140.188477
	Iteration 32Q: 3 clusters Score -1598304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1598313.750000 Penalty: 11140.188477
	Iteration 33Q: 3 clusters Score -1598314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1598327.125000 Penalty: 11140.188477
	Iteration 34Q: 3 clusters Score -1598327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1598333.375000 Penalty: 11140.188477
	Iteration 35Q: 3 clusters Score -1598333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1598340.375000 Penalty: 11140.188477
	Iteration 36Q: 3 clusters Score -1598340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1598345.250000 Penalty: 11140.188477
	Iteration 37Q: 3 clusters Score -1598345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1598358.375000 Penalty: 11140.188477
	Iteration 38Q: 3 clusters Score -1598358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1598360.875000 Penalty: 11140.188477
	Iteration 39Q: 3 clusters Score -1598361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1598368.625000 Penalty: 11140.188477
	Iteration 40F: 3 clusters Score -1598369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1598370.500000 Penalty: 11140.188477
	Iteration 41Q: 3 clusters Score -1598370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1598373.750000 Penalty: 11140.188477
	Iteration 42Q: 3 clusters Score -1598374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1598385.000000 Penalty: 11140.188477
	Iteration 43Q: 3 clusters Score -1598385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1598387.250000 Penalty: 11140.188477
	Iteration 44Q: 3 clusters Score -1598387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1598390.250000 Penalty: 11140.188477
	Iteration 45Q: 3 clusters Score -1598390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1598394.125000 Penalty: 11140.188477
	Iteration 46Q: 3 clusters Score -1598394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1598393.750000 Penalty: 11140.188477
	Iteration 47Q: 3 clusters Score -1598394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1598398.000000 Penalty: 11140.188477
	Iteration 48Q: 3 clusters Score -1598398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1598402.750000 Penalty: 11140.188477
	Iteration 49Q: 3 clusters Score -1598403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1598402.750000 Penalty: 11140.188477
	Iteration 50F: 3 clusters Score -1598403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -363399.156250 Penalty: 4708.055664
	Iteration 0F: 2 clusters Score -363399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -358414.843750 Penalty: 9416.111328
	Iteration 0F: 3 clusters Score -358414.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -359093.312500 Penalty: 9416.111328
	Iteration 1F: 3 clusters Score -359093.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -359326.250000 Penalty: 9416.111328
	Iteration 2F: 3 clusters Score -359326.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -359453.406250 Penalty: 9416.111328
	Iteration 3Q: 3 clusters Score -359453.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -359584.406250 Penalty: 9416.111328
	Iteration 4Q: 3 clusters Score -359584.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -359643.843750 Penalty: 9416.111328
	Iteration 5Q: 3 clusters Score -359643.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -359725.531250 Penalty: 9416.111328
	Iteration 6Q: 3 clusters Score -359725.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -359795.343750 Penalty: 9416.111328
	Iteration 7Q: 3 clusters Score -359795.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359866.281250 Penalty: 9416.111328
	Iteration 8Q: 3 clusters Score -359866.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -359930.375000 Penalty: 9416.111328
	Iteration 9Q: 3 clusters Score -359930.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -359982.531250 Penalty: 9416.111328
	Iteration 10Q: 3 clusters Score -359982.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -360037.687500 Penalty: 9416.111328
	Iteration 11Q: 3 clusters Score -360037.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -360086.281250 Penalty: 9416.111328
	Iteration 12Q: 3 clusters Score -360086.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -360137.625000 Penalty: 9416.111328
	Iteration 13Q: 3 clusters Score -360137.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -360178.000000 Penalty: 9416.111328
	Iteration 14Q: 3 clusters Score -360178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -360209.125000 Penalty: 9416.111328
	Iteration 15Q: 3 clusters Score -360209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -360242.593750 Penalty: 9416.111328
	Iteration 16Q: 3 clusters Score -360242.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -360280.843750 Penalty: 9416.111328
	Iteration 17Q: 3 clusters Score -360280.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -360350.750000 Penalty: 9416.111328
	Iteration 18Q: 3 clusters Score -360350.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -360384.468750 Penalty: 9416.111328
	Iteration 19Q: 3 clusters Score -360384.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -360437.781250 Penalty: 9416.111328
	Iteration 20F: 3 clusters Score -360437.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -360563.375000 Penalty: 9416.111328
	Iteration 21Q: 3 clusters Score -360563.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -360670.125000 Penalty: 9416.111328
	Iteration 22Q: 3 clusters Score -360670.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -360800.125000 Penalty: 9416.111328
	Iteration 23Q: 3 clusters Score -360800.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -360881.156250 Penalty: 9416.111328
	Iteration 24Q: 3 clusters Score -360881.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -360933.781250 Penalty: 9416.111328
	Iteration 25Q: 3 clusters Score -360933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -360979.375000 Penalty: 9416.111328
	Iteration 26Q: 3 clusters Score -360979.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -361020.718750 Penalty: 9416.111328
	Iteration 27Q: 3 clusters Score -361020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -361048.281250 Penalty: 9416.111328
	Iteration 28Q: 3 clusters Score -361048.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -361069.937500 Penalty: 9416.111328
	Iteration 29Q: 3 clusters Score -361069.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -361093.531250 Penalty: 9416.111328
	Iteration 30Q: 3 clusters Score -361093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -361107.843750 Penalty: 9416.111328
	Iteration 31Q: 3 clusters Score -361107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -361115.000000 Penalty: 9416.111328
	Iteration 32Q: 3 clusters Score -361115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -361120.156250 Penalty: 9416.111328
	Iteration 33Q: 3 clusters Score -361120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -361122.718750 Penalty: 9416.111328
	Iteration 34Q: 3 clusters Score -361122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -361128.656250 Penalty: 9416.111328
	Iteration 35Q: 3 clusters Score -361128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -361142.375000 Penalty: 9416.111328
	Iteration 36Q: 3 clusters Score -361142.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -361171.625000 Penalty: 9416.111328
	Iteration 37Q: 3 clusters Score -361171.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -361190.500000 Penalty: 9416.111328
	Iteration 38Q: 3 clusters Score -361190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -361215.906250 Penalty: 9416.111328
	Iteration 39Q: 3 clusters Score -361215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -361275.937500 Penalty: 9416.111328
	Iteration 40F: 3 clusters Score -361275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -361356.750000 Penalty: 9416.111328
	Iteration 41Q: 3 clusters Score -361356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -361412.125000 Penalty: 9416.111328
	Iteration 42Q: 3 clusters Score -361412.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -361449.656250 Penalty: 9416.111328
	Iteration 43Q: 3 clusters Score -361449.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -361471.406250 Penalty: 9416.111328
	Iteration 44Q: 3 clusters Score -361471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -361480.281250 Penalty: 9416.111328
	Iteration 45Q: 3 clusters Score -361480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -361485.531250 Penalty: 9416.111328
	Iteration 46Q: 3 clusters Score -361485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -361489.531250 Penalty: 9416.111328
	Iteration 47Q: 3 clusters Score -361489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -361494.125000 Penalty: 9416.111328
	Iteration 48Q: 3 clusters Score -361494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -361495.937500 Penalty: 9416.111328
	Iteration 49Q: 3 clusters Score -361495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -361497.125000 Penalty: 9416.111328
	Iteration 50Q: 3 clusters Score -361497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -361499.593750 Penalty: 9416.111328
	Iteration 51Q: 3 clusters Score -361499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361502.875000 Penalty: 9416.111328
	Iteration 52Q: 3 clusters Score -361502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -361506.250000 Penalty: 9416.111328
	Iteration 53Q: 3 clusters Score -361506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361509.312500 Penalty: 9416.111328
	Iteration 54Q: 3 clusters Score -361509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -361511.375000 Penalty: 9416.111328
	Iteration 55Q: 3 clusters Score -361511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361513.187500 Penalty: 9416.111328
	Iteration 56Q: 3 clusters Score -361513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -361516.968750 Penalty: 9416.111328
	Iteration 57Q: 3 clusters Score -361517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361519.906250 Penalty: 9416.111328
	Iteration 58Q: 3 clusters Score -361519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361523.906250 Penalty: 9416.111328
	Iteration 59Q: 3 clusters Score -361523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361528.250000 Penalty: 9416.111328
	Iteration 60F: 3 clusters Score -361528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361542.906250 Penalty: 9416.111328
	Iteration 61Q: 3 clusters Score -361542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -361557.437500 Penalty: 9416.111328
	Iteration 62Q: 3 clusters Score -361557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -361566.093750 Penalty: 9416.111328
	Iteration 63Q: 3 clusters Score -361566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -361578.187500 Penalty: 9416.111328
	Iteration 64Q: 3 clusters Score -361578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -361589.187500 Penalty: 9416.111328
	Iteration 65Q: 3 clusters Score -361589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361604.125000 Penalty: 9416.111328
	Iteration 66Q: 3 clusters Score -361604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -361622.625000 Penalty: 9416.111328
	Iteration 67Q: 3 clusters Score -361622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361628.312500 Penalty: 9416.111328
	Iteration 68Q: 3 clusters Score -361628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -361629.468750 Penalty: 9416.111328
	Iteration 69Q: 3 clusters Score -361629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361631.593750 Penalty: 9416.111328
	Iteration 70Q: 3 clusters Score -361631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361631.593750 Penalty: 9416.111328
	Iteration 71F: 3 clusters Score -361631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Entering Unmasked Estep 
Score: -3747935.500000 Penalty: 6121.864258
	Iteration 0F: 2 clusters Score -3747936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3730203.000000 Penalty: 12243.728516
	Iteration 0F: 3 clusters Score -3730203 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3735089.750000 Penalty: 12243.728516
	Iteration 1F: 3 clusters Score -3735090 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3735816.500000 Penalty: 12243.728516
	Iteration 2F: 3 clusters Score -3735816 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3736352.500000 Penalty: 12243.728516
	Iteration 3F: 3 clusters Score -3736352 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3736781.500000 Penalty: 12243.728516
	Iteration 4Q: 3 clusters Score -3736782 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3737122.250000 Penalty: 12243.728516
	Iteration 5Q: 3 clusters Score -3737122 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3737374.000000 Penalty: 12243.728516
	Iteration 6Q: 3 clusters Score -3737374 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3737600.750000 Penalty: 12243.728516
	Iteration 7Q: 3 clusters Score -3737601 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3737809.500000 Penalty: 12243.728516
	Iteration 8Q: 3 clusters Score -3737810 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3737968.500000 Penalty: 12243.728516
	Iteration 9Q: 3 clusters Score -3737968 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3738154.250000 Penalty: 12243.728516
	Iteration 10Q: 3 clusters Score -3738154 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3738332.000000 Penalty: 12243.728516
	Iteration 11Q: 3 clusters Score -3738332 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3738466.750000 Penalty: 12243.728516
	Iteration 12Q: 3 clusters Score -3738467 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3738600.500000 Penalty: 12243.728516
	Iteration 13Q: 3 clusters Score -3738600 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3738745.250000 Penalty: 12243.728516
	Iteration 14Q: 3 clusters Score -3738745 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3738848.500000 Penalty: 12243.728516
	Iteration 15Q: 3 clusters Score -3738848 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3738968.750000 Penalty: 12243.728516
	Iteration 16Q: 3 clusters Score -3738969 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3739098.500000 Penalty: 12243.728516
	Iteration 17Q: 3 clusters Score -3739098 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3739191.250000 Penalty: 12243.728516
	Iteration 18Q: 3 clusters Score -3739191 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3739274.000000 Penalty: 12243.728516
	Iteration 19Q: 3 clusters Score -3739274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3739370.000000 Penalty: 12243.728516
	Iteration 20F: 3 clusters Score -3739370 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3739450.500000 Penalty: 12243.728516
	Iteration 21Q: 3 clusters Score -3739450 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3739560.750000 Penalty: 12243.728516
	Iteration 22Q: 3 clusters Score -3739561 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3739667.500000 Penalty: 12243.728516
	Iteration 23Q: 3 clusters Score -3739668 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3739751.000000 Penalty: 12243.728516
	Iteration 24Q: 3 clusters Score -3739751 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3739825.500000 Penalty: 12243.728516
	Iteration 25Q: 3 clusters Score -3739826 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3739896.750000 Penalty: 12243.728516
	Iteration 26Q: 3 clusters Score -3739897 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3739961.750000 Penalty: 12243.728516
	Iteration 27Q: 3 clusters Score -3739962 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3740060.750000 Penalty: 12243.728516
	Iteration 28Q: 3 clusters Score -3740061 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3740115.750000 Penalty: 12243.728516
	Iteration 29Q: 3 clusters Score -3740116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3740203.000000 Penalty: 12243.728516
	Iteration 30Q: 3 clusters Score -3740203 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3740309.250000 Penalty: 12243.728516
	Iteration 31Q: 3 clusters Score -3740309 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3740404.750000 Penalty: 12243.728516
	Iteration 32Q: 3 clusters Score -3740405 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3740487.500000 Penalty: 12243.728516
	Iteration 33Q: 3 clusters Score -3740488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3740594.000000 Penalty: 12243.728516
	Iteration 34Q: 3 clusters Score -3740594 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3740689.500000 Penalty: 12243.728516
	Iteration 35Q: 3 clusters Score -3740690 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3740765.500000 Penalty: 12243.728516
	Iteration 36Q: 3 clusters Score -3740766 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3740902.250000 Penalty: 12243.728516
	Iteration 37Q: 3 clusters Score -3740902 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3740997.500000 Penalty: 12243.728516
	Iteration 38Q: 3 clusters Score -3740998 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3741100.250000 Penalty: 12243.728516
	Iteration 39Q: 3 clusters Score -3741100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3741202.250000 Penalty: 12243.728516
	Iteration 40F: 3 clusters Score -3741202 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3741295.250000 Penalty: 12243.728516
	Iteration 41Q: 3 clusters Score -3741295 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3741382.250000 Penalty: 12243.728516
	Iteration 42Q: 3 clusters Score -3741382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3741475.000000 Penalty: 12243.728516
	Iteration 43Q: 3 clusters Score -3741475 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3741584.750000 Penalty: 12243.728516
	Iteration 44Q: 3 clusters Score -3741585 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3741678.250000 Penalty: 12243.728516
	Iteration 45Q: 3 clusters Score -3741678 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3741761.250000 Penalty: 12243.728516
	Iteration 46Q: 3 clusters Score -3741761 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3741864.000000 Penalty: 12243.728516
	Iteration 47Q: 3 clusters Score -3741864 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3741945.250000 Penalty: 12243.728516
	Iteration 48Q: 3 clusters Score -3741945 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3742030.750000 Penalty: 12243.728516
	Iteration 49Q: 3 clusters Score -3742031 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3742095.750000 Penalty: 12243.728516
	Iteration 50Q: 3 clusters Score -3742096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3742143.750000 Penalty: 12243.728516
	Iteration 51Q: 3 clusters Score -3742144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3742181.250000 Penalty: 12243.728516
	Iteration 52Q: 3 clusters Score -3742181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3742207.750000 Penalty: 12243.728516
	Iteration 53Q: 3 clusters Score -3742208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3742243.250000 Penalty: 12243.728516
	Iteration 54Q: 3 clusters Score -3742243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3742281.500000 Penalty: 12243.728516
	Iteration 55Q: 3 clusters Score -3742282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3742299.750000 Penalty: 12243.728516
	Iteration 56Q: 3 clusters Score -3742300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3742329.250000 Penalty: 12243.728516
	Iteration 57Q: 3 clusters Score -3742329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3742350.250000 Penalty: 12243.728516
	Iteration 58Q: 3 clusters Score -3742350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3742360.000000 Penalty: 12243.728516
	Iteration 59Q: 3 clusters Score -3742360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3742369.250000 Penalty: 12243.728516
	Iteration 60F: 3 clusters Score -3742369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3742377.750000 Penalty: 12243.728516
	Iteration 61Q: 3 clusters Score -3742378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3742387.750000 Penalty: 12243.728516
	Iteration 62Q: 3 clusters Score -3742388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3742397.500000 Penalty: 12243.728516
	Iteration 63Q: 3 clusters Score -3742398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3742417.250000 Penalty: 12243.728516
	Iteration 64Q: 3 clusters Score -3742417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3742436.500000 Penalty: 12243.728516
	Iteration 65Q: 3 clusters Score -3742436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3742449.000000 Penalty: 12243.728516
	Iteration 66Q: 3 clusters Score -3742449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3742464.500000 Penalty: 12243.728516
	Iteration 67Q: 3 clusters Score -3742464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3742461.250000 Penalty: 12243.728516
	Iteration 68Q: 3 clusters Score -3742461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3742461.750000 Penalty: 12243.728516
	Iteration 69Q: 3 clusters Score -3742462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3742471.500000 Penalty: 12243.728516
	Iteration 70Q: 3 clusters Score -3742472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3742476.000000 Penalty: 12243.728516
	Iteration 71Q: 3 clusters Score -3742476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3742488.000000 Penalty: 12243.728516
	Iteration 72Q: 3 clusters Score -3742488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3742500.000000 Penalty: 12243.728516
	Iteration 73Q: 3 clusters Score -3742500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3742520.000000 Penalty: 12243.728516
	Iteration 74Q: 3 clusters Score -3742520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3742537.500000 Penalty: 12243.728516
	Iteration 75Q: 3 clusters Score -3742538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3742537.750000 Penalty: 12243.728516
	Iteration 76Q: 3 clusters Score -3742538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3742547.750000 Penalty: 12243.728516
	Iteration 77Q: 3 clusters Score -3742548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3742548.500000 Penalty: 12243.728516
	Iteration 78Q: 3 clusters Score -3742548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3742555.500000 Penalty: 12243.728516
	Iteration 79Q: 3 clusters Score -3742556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3742568.750000 Penalty: 12243.728516
	Iteration 80F: 3 clusters Score -3742569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3742569.750000 Penalty: 12243.728516
	Iteration 81Q: 3 clusters Score -3742570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3742581.250000 Penalty: 12243.728516
	Iteration 82Q: 3 clusters Score -3742581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3742590.250000 Penalty: 12243.728516
	Iteration 83Q: 3 clusters Score -3742590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3742604.000000 Penalty: 12243.728516
	Iteration 84Q: 3 clusters Score -3742604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3742615.500000 Penalty: 12243.728516
	Iteration 85Q: 3 clusters Score -3742616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3742616.750000 Penalty: 12243.728516
	Iteration 86Q: 3 clusters Score -3742617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3742623.000000 Penalty: 12243.728516
	Iteration 87Q: 3 clusters Score -3742623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3742622.750000 Penalty: 12243.728516
	Iteration 88Q: 3 clusters Score -3742623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3742634.000000 Penalty: 12243.728516
	Iteration 89Q: 3 clusters Score -3742634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3742638.250000 Penalty: 12243.728516
	Iteration 90Q: 3 clusters Score -3742638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3742641.500000 Penalty: 12243.728516
	Iteration 91Q: 3 clusters Score -3742642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3742645.750000 Penalty: 12243.728516
	Iteration 92Q: 3 clusters Score -3742646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3742649.250000 Penalty: 12243.728516
	Iteration 93Q: 3 clusters Score -3742649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3742653.250000 Penalty: 12243.728516
	Iteration 94Q: 3 clusters Score -3742653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3742663.250000 Penalty: 12243.728516
	Iteration 95Q: 3 clusters Score -3742663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3742665.000000 Penalty: 12243.728516
	Iteration 96Q: 3 clusters Score -3742665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3742666.750000 Penalty: 12243.728516
	Iteration 97Q: 3 clusters Score -3742667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3742668.750000 Penalty: 12243.728516
	Iteration 98Q: 3 clusters Score -3742669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3742673.750000 Penalty: 12243.728516
	Iteration 99Q: 3 clusters Score -3742674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3742683.750000 Penalty: 12243.728516
	Iteration 100F: 3 clusters Score -3742684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3742686.750000 Penalty: 12243.728516
	Iteration 101Q: 3 clusters Score -3742687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3742686.750000 Penalty: 12243.728516
	Iteration 102Q: 3 clusters Score -3742687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3742685.750000 Penalty: 12243.728516
	Iteration 103Q: 3 clusters Score -3742686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3742685.750000 Penalty: 12243.728516
	Iteration 104F: 3 clusters Score -3742686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -321156.625000 Penalty: 4655.858887
	Iteration 0F: 2 clusters Score -321156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -316234.375000 Penalty: 9311.717773
	Iteration 0F: 3 clusters Score -316234.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -317248.718750 Penalty: 9311.717773
	Iteration 1F: 3 clusters Score -317248.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -317895.656250 Penalty: 9311.717773
	Iteration 2F: 3 clusters Score -317895.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -318646.437500 Penalty: 9311.717773
	Iteration 3F: 3 clusters Score -318646.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -319424.000000 Penalty: 9311.717773
	Iteration 4F: 3 clusters Score -319424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -320186.000000 Penalty: 9311.717773
	Iteration 5F: 3 clusters Score -320186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -320832.125000 Penalty: 9311.717773
	Iteration 6F: 3 clusters Score -320832.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -321605.875000 Penalty: 9311.717773
	Iteration 7Q: 3 clusters Score -321605.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -322155.281250 Penalty: 9311.717773
	Iteration 8Q: 3 clusters Score -322155.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -322419.375000 Penalty: 9311.717773
	Iteration 9Q: 3 clusters Score -322419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -322464.843750 Penalty: 9311.717773
	Iteration 10Q: 3 clusters Score -322464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -322467.187500 Penalty: 9311.717773
	Iteration 11Q: 3 clusters Score -322467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -322469.656250 Penalty: 9311.717773
	Iteration 12Q: 3 clusters Score -322469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -322480.437500 Penalty: 9311.717773
	Iteration 13Q: 3 clusters Score -322480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -322493.593750 Penalty: 9311.717773
	Iteration 14Q: 3 clusters Score -322493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -322509.250000 Penalty: 9311.717773
	Iteration 15Q: 3 clusters Score -322509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -322533.187500 Penalty: 9311.717773
	Iteration 16Q: 3 clusters Score -322533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -322572.281250 Penalty: 9311.717773
	Iteration 17Q: 3 clusters Score -322572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -322634.937500 Penalty: 9311.717773
	Iteration 18Q: 3 clusters Score -322634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -322757.968750 Penalty: 9311.717773
	Iteration 19Q: 3 clusters Score -322758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -323091.906250 Penalty: 9311.717773
	Iteration 20F: 3 clusters Score -323091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -324242.000000 Penalty: 9311.717773
	Iteration 21Q: 3 clusters Score -324242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -324255.468750 Penalty: 9311.717773
	Iteration 22Q: 3 clusters Score -324255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -324255.468750 Penalty: 9311.717773
	Iteration 23F: 3 clusters Score -324255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 119037 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148690 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 63792 members 
Mstep: Class 10 contains 470979 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 33372 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 173932 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 1014 members 
Entering Unmasked Estep 
Score: -226818080.000000 Penalty: 232557.843750
Splitting cluster 21 changes total score from -226820464.000000 to -226818080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (15861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Entering Unmasked Estep 
Score: -2685244.250000 Penalty: 5923.866211
	Iteration 0F: 2 clusters Score -2685244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2671403.500000 Penalty: 11847.732422
	Iteration 0F: 3 clusters Score -2671404 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2674900.750000 Penalty: 11847.732422
	Iteration 1F: 3 clusters Score -2674901 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2675581.000000 Penalty: 11847.732422
	Iteration 2F: 3 clusters Score -2675581 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2676055.500000 Penalty: 11847.732422
	Iteration 3F: 3 clusters Score -2676056 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2676440.750000 Penalty: 11847.732422
	Iteration 4Q: 3 clusters Score -2676441 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2676803.000000 Penalty: 11847.732422
	Iteration 5Q: 3 clusters Score -2676803 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2677104.250000 Penalty: 11847.732422
	Iteration 6Q: 3 clusters Score -2677104 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2677356.250000 Penalty: 11847.732422
	Iteration 7Q: 3 clusters Score -2677356 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2677578.500000 Penalty: 11847.732422
	Iteration 8Q: 3 clusters Score -2677578 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2677754.000000 Penalty: 11847.732422
	Iteration 9Q: 3 clusters Score -2677754 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2677936.250000 Penalty: 11847.732422
	Iteration 10Q: 3 clusters Score -2677936 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2678111.250000 Penalty: 11847.732422
	Iteration 11Q: 3 clusters Score -2678111 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2678284.000000 Penalty: 11847.732422
	Iteration 12Q: 3 clusters Score -2678284 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2678490.250000 Penalty: 11847.732422
	Iteration 13Q: 3 clusters Score -2678490 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2678758.500000 Penalty: 11847.732422
	Iteration 14Q: 3 clusters Score -2678758 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2679017.750000 Penalty: 11847.732422
	Iteration 15Q: 3 clusters Score -2679018 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2679196.500000 Penalty: 11847.732422
	Iteration 16Q: 3 clusters Score -2679196 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2679352.750000 Penalty: 11847.732422
	Iteration 17Q: 3 clusters Score -2679353 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2679477.250000 Penalty: 11847.732422
	Iteration 18Q: 3 clusters Score -2679477 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2679570.500000 Penalty: 11847.732422
	Iteration 19Q: 3 clusters Score -2679570 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2679639.500000 Penalty: 11847.732422
	Iteration 20F: 3 clusters Score -2679640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2679701.250000 Penalty: 11847.732422
	Iteration 21Q: 3 clusters Score -2679701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2679741.500000 Penalty: 11847.732422
	Iteration 22Q: 3 clusters Score -2679742 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2679798.750000 Penalty: 11847.732422
	Iteration 23Q: 3 clusters Score -2679799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2679847.250000 Penalty: 11847.732422
	Iteration 24Q: 3 clusters Score -2679847 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2679884.500000 Penalty: 11847.732422
	Iteration 25Q: 3 clusters Score -2679884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2679924.750000 Penalty: 11847.732422
	Iteration 26Q: 3 clusters Score -2679925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2679941.750000 Penalty: 11847.732422
	Iteration 27Q: 3 clusters Score -2679942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2679982.250000 Penalty: 11847.732422
	Iteration 28Q: 3 clusters Score -2679982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2680011.750000 Penalty: 11847.732422
	Iteration 29Q: 3 clusters Score -2680012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2680032.000000 Penalty: 11847.732422
	Iteration 30Q: 3 clusters Score -2680032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2680060.000000 Penalty: 11847.732422
	Iteration 31Q: 3 clusters Score -2680060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2680074.500000 Penalty: 11847.732422
	Iteration 32Q: 3 clusters Score -2680074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2680100.250000 Penalty: 11847.732422
	Iteration 33Q: 3 clusters Score -2680100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2680122.250000 Penalty: 11847.732422
	Iteration 34Q: 3 clusters Score -2680122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2680157.000000 Penalty: 11847.732422
	Iteration 35Q: 3 clusters Score -2680157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2680168.250000 Penalty: 11847.732422
	Iteration 36Q: 3 clusters Score -2680168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2680185.000000 Penalty: 11847.732422
	Iteration 37Q: 3 clusters Score -2680185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2680212.000000 Penalty: 11847.732422
	Iteration 38Q: 3 clusters Score -2680212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2680222.750000 Penalty: 11847.732422
	Iteration 39Q: 3 clusters Score -2680223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2680237.250000 Penalty: 11847.732422
	Iteration 40F: 3 clusters Score -2680237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2680254.250000 Penalty: 11847.732422
	Iteration 41Q: 3 clusters Score -2680254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2680277.500000 Penalty: 11847.732422
	Iteration 42Q: 3 clusters Score -2680278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2680284.500000 Penalty: 11847.732422
	Iteration 43Q: 3 clusters Score -2680284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2680294.750000 Penalty: 11847.732422
	Iteration 44Q: 3 clusters Score -2680295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2680318.500000 Penalty: 11847.732422
	Iteration 45Q: 3 clusters Score -2680318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2680338.750000 Penalty: 11847.732422
	Iteration 46Q: 3 clusters Score -2680339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2680353.500000 Penalty: 11847.732422
	Iteration 47Q: 3 clusters Score -2680354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2680360.000000 Penalty: 11847.732422
	Iteration 48Q: 3 clusters Score -2680360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2680379.250000 Penalty: 11847.732422
	Iteration 49Q: 3 clusters Score -2680379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2680385.250000 Penalty: 11847.732422
	Iteration 50Q: 3 clusters Score -2680385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2680404.250000 Penalty: 11847.732422
	Iteration 51Q: 3 clusters Score -2680404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2680399.500000 Penalty: 11847.732422
	Iteration 52Q: 3 clusters Score -2680400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2680415.500000 Penalty: 11847.732422
	Iteration 53Q: 3 clusters Score -2680416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2680419.000000 Penalty: 11847.732422
	Iteration 54Q: 3 clusters Score -2680419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2680429.000000 Penalty: 11847.732422
	Iteration 55Q: 3 clusters Score -2680429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2680433.750000 Penalty: 11847.732422
	Iteration 56Q: 3 clusters Score -2680434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2680444.250000 Penalty: 11847.732422
	Iteration 57Q: 3 clusters Score -2680444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2680461.750000 Penalty: 11847.732422
	Iteration 58Q: 3 clusters Score -2680462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2680460.500000 Penalty: 11847.732422
	Iteration 59Q: 3 clusters Score -2680460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2680467.250000 Penalty: 11847.732422
	Iteration 60F: 3 clusters Score -2680467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2680464.250000 Penalty: 11847.732422
	Iteration 61Q: 3 clusters Score -2680464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2680464.500000 Penalty: 11847.732422
	Iteration 62Q: 3 clusters Score -2680464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2680465.500000 Penalty: 11847.732422
	Iteration 63Q: 3 clusters Score -2680466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2680474.250000 Penalty: 11847.732422
	Iteration 64Q: 3 clusters Score -2680474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2680481.750000 Penalty: 11847.732422
	Iteration 65Q: 3 clusters Score -2680482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2680474.750000 Penalty: 11847.732422
	Iteration 66Q: 3 clusters Score -2680475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2680481.500000 Penalty: 11847.732422
	Iteration 67Q: 3 clusters Score -2680482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2680479.750000 Penalty: 11847.732422
	Iteration 68Q: 3 clusters Score -2680480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2680476.750000 Penalty: 11847.732422
	Iteration 69Q: 3 clusters Score -2680477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2680475.750000 Penalty: 11847.732422
	Iteration 70Q: 3 clusters Score -2680476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2680481.250000 Penalty: 11847.732422
	Iteration 71Q: 3 clusters Score -2680481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2680482.750000 Penalty: 11847.732422
	Iteration 72Q: 3 clusters Score -2680483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2680479.750000 Penalty: 11847.732422
	Iteration 73Q: 3 clusters Score -2680480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2680486.250000 Penalty: 11847.732422
	Iteration 74Q: 3 clusters Score -2680486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2680490.000000 Penalty: 11847.732422
	Iteration 75Q: 3 clusters Score -2680490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2680484.000000 Penalty: 11847.732422
	Iteration 76Q: 3 clusters Score -2680484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2680491.750000 Penalty: 11847.732422
	Iteration 77Q: 3 clusters Score -2680492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2680488.000000 Penalty: 11847.732422
	Iteration 78Q: 3 clusters Score -2680488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2680493.500000 Penalty: 11847.732422
	Iteration 79Q: 3 clusters Score -2680494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2680492.000000 Penalty: 11847.732422
	Iteration 80F: 3 clusters Score -2680492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2680494.750000 Penalty: 11847.732422
	Iteration 81Q: 3 clusters Score -2680495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2680500.250000 Penalty: 11847.732422
	Iteration 82Q: 3 clusters Score -2680500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2680504.500000 Penalty: 11847.732422
	Iteration 83Q: 3 clusters Score -2680504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2680511.750000 Penalty: 11847.732422
	Iteration 84Q: 3 clusters Score -2680512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2680514.250000 Penalty: 11847.732422
	Iteration 85Q: 3 clusters Score -2680514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2680523.750000 Penalty: 11847.732422
	Iteration 86Q: 3 clusters Score -2680524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2680532.250000 Penalty: 11847.732422
	Iteration 87Q: 3 clusters Score -2680532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2680539.750000 Penalty: 11847.732422
	Iteration 88Q: 3 clusters Score -2680540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2680542.750000 Penalty: 11847.732422
	Iteration 89Q: 3 clusters Score -2680543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2680547.750000 Penalty: 11847.732422
	Iteration 90Q: 3 clusters Score -2680548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2680548.250000 Penalty: 11847.732422
	Iteration 91Q: 3 clusters Score -2680548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2680552.000000 Penalty: 11847.732422
	Iteration 92Q: 3 clusters Score -2680552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2680557.000000 Penalty: 11847.732422
	Iteration 93Q: 3 clusters Score -2680557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2680562.250000 Penalty: 11847.732422
	Iteration 94Q: 3 clusters Score -2680562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2680567.500000 Penalty: 11847.732422
	Iteration 95Q: 3 clusters Score -2680568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2680573.500000 Penalty: 11847.732422
	Iteration 96Q: 3 clusters Score -2680574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2680574.750000 Penalty: 11847.732422
	Iteration 97Q: 3 clusters Score -2680575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2680578.250000 Penalty: 11847.732422
	Iteration 98Q: 3 clusters Score -2680578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2680583.750000 Penalty: 11847.732422
	Iteration 99Q: 3 clusters Score -2680584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2680591.000000 Penalty: 11847.732422
	Iteration 100F: 3 clusters Score -2680591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2680589.500000 Penalty: 11847.732422
	Iteration 101Q: 3 clusters Score -2680590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2680594.500000 Penalty: 11847.732422
	Iteration 102Q: 3 clusters Score -2680594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2680595.750000 Penalty: 11847.732422
	Iteration 103Q: 3 clusters Score -2680596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2680592.500000 Penalty: 11847.732422
	Iteration 104Q: 3 clusters Score -2680592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2680605.500000 Penalty: 11847.732422
	Iteration 105Q: 3 clusters Score -2680606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2680603.750000 Penalty: 11847.732422
	Iteration 106Q: 3 clusters Score -2680604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2680613.000000 Penalty: 11847.732422
	Iteration 107Q: 3 clusters Score -2680613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2680618.250000 Penalty: 11847.732422
	Iteration 108Q: 3 clusters Score -2680618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2680628.250000 Penalty: 11847.732422
	Iteration 109Q: 3 clusters Score -2680628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2680633.750000 Penalty: 11847.732422
	Iteration 110Q: 3 clusters Score -2680634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2680625.750000 Penalty: 11847.732422
	Iteration 111Q: 3 clusters Score -2680626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2680641.250000 Penalty: 11847.732422
	Iteration 112Q: 3 clusters Score -2680641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2680642.750000 Penalty: 11847.732422
	Iteration 113Q: 3 clusters Score -2680643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2680648.750000 Penalty: 11847.732422
	Iteration 114Q: 3 clusters Score -2680649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2680656.250000 Penalty: 11847.732422
	Iteration 115Q: 3 clusters Score -2680656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2680667.250000 Penalty: 11847.732422
	Iteration 116Q: 3 clusters Score -2680667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2680674.250000 Penalty: 11847.732422
	Iteration 117Q: 3 clusters Score -2680674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2680674.750000 Penalty: 11847.732422
	Iteration 118Q: 3 clusters Score -2680675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2680684.500000 Penalty: 11847.732422
	Iteration 119Q: 3 clusters Score -2680684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2680688.000000 Penalty: 11847.732422
	Iteration 120F: 3 clusters Score -2680688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2680692.250000 Penalty: 11847.732422
	Iteration 121Q: 3 clusters Score -2680692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2680696.000000 Penalty: 11847.732422
	Iteration 122Q: 3 clusters Score -2680696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2680702.000000 Penalty: 11847.732422
	Iteration 123Q: 3 clusters Score -2680702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2680711.750000 Penalty: 11847.732422
	Iteration 124Q: 3 clusters Score -2680712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2680724.500000 Penalty: 11847.732422
	Iteration 125Q: 3 clusters Score -2680724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2680726.250000 Penalty: 11847.732422
	Iteration 126Q: 3 clusters Score -2680726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2680741.500000 Penalty: 11847.732422
	Iteration 127Q: 3 clusters Score -2680742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2680743.500000 Penalty: 11847.732422
	Iteration 128Q: 3 clusters Score -2680744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2680752.500000 Penalty: 11847.732422
	Iteration 129Q: 3 clusters Score -2680752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2680759.500000 Penalty: 11847.732422
	Iteration 130Q: 3 clusters Score -2680760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2680757.000000 Penalty: 11847.732422
	Iteration 131Q: 3 clusters Score -2680757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2680759.250000 Penalty: 11847.732422
	Iteration 132Q: 3 clusters Score -2680759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2680770.250000 Penalty: 11847.732422
	Iteration 133Q: 3 clusters Score -2680770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2680773.250000 Penalty: 11847.732422
	Iteration 134Q: 3 clusters Score -2680773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2680785.750000 Penalty: 11847.732422
	Iteration 135Q: 3 clusters Score -2680786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2680782.750000 Penalty: 11847.732422
	Iteration 136Q: 3 clusters Score -2680783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2680799.250000 Penalty: 11847.732422
	Iteration 137Q: 3 clusters Score -2680799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2680807.500000 Penalty: 11847.732422
	Iteration 138Q: 3 clusters Score -2680808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2680820.250000 Penalty: 11847.732422
	Iteration 139Q: 3 clusters Score -2680820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2680814.500000 Penalty: 11847.732422
	Iteration 140F: 3 clusters Score -2680814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2680825.750000 Penalty: 11847.732422
	Iteration 141Q: 3 clusters Score -2680826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2680829.500000 Penalty: 11847.732422
	Iteration 142Q: 3 clusters Score -2680830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2680837.000000 Penalty: 11847.732422
	Iteration 143Q: 3 clusters Score -2680837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2680846.000000 Penalty: 11847.732422
	Iteration 144Q: 3 clusters Score -2680846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2680857.250000 Penalty: 11847.732422
	Iteration 145Q: 3 clusters Score -2680857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2680875.500000 Penalty: 11847.732422
	Iteration 146Q: 3 clusters Score -2680876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2680883.500000 Penalty: 11847.732422
	Iteration 147Q: 3 clusters Score -2680884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2680903.750000 Penalty: 11847.732422
	Iteration 148Q: 3 clusters Score -2680904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2680908.250000 Penalty: 11847.732422
	Iteration 149Q: 3 clusters Score -2680908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2680917.000000 Penalty: 11847.732422
	Iteration 150Q: 3 clusters Score -2680917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2680931.250000 Penalty: 11847.732422
	Iteration 151Q: 3 clusters Score -2680931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2680937.750000 Penalty: 11847.732422
	Iteration 152Q: 3 clusters Score -2680938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2680945.500000 Penalty: 11847.732422
	Iteration 153Q: 3 clusters Score -2680946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2680940.250000 Penalty: 11847.732422
	Iteration 154Q: 3 clusters Score -2680940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2680951.250000 Penalty: 11847.732422
	Iteration 155Q: 3 clusters Score -2680951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2680961.750000 Penalty: 11847.732422
	Iteration 156Q: 3 clusters Score -2680962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2680973.250000 Penalty: 11847.732422
	Iteration 157Q: 3 clusters Score -2680973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2680990.500000 Penalty: 11847.732422
	Iteration 158Q: 3 clusters Score -2680990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2680997.000000 Penalty: 11847.732422
	Iteration 159Q: 3 clusters Score -2680997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2681008.750000 Penalty: 11847.732422
	Iteration 160F: 3 clusters Score -2681009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2681015.500000 Penalty: 11847.732422
	Iteration 161Q: 3 clusters Score -2681016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2681031.250000 Penalty: 11847.732422
	Iteration 162Q: 3 clusters Score -2681031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2681041.500000 Penalty: 11847.732422
	Iteration 163Q: 3 clusters Score -2681042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2681039.000000 Penalty: 11847.732422
	Iteration 164Q: 3 clusters Score -2681039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2681052.500000 Penalty: 11847.732422
	Iteration 165Q: 3 clusters Score -2681052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2681048.000000 Penalty: 11847.732422
	Iteration 166Q: 3 clusters Score -2681048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2681047.500000 Penalty: 11847.732422
	Iteration 167Q: 3 clusters Score -2681048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2681053.750000 Penalty: 11847.732422
	Iteration 168Q: 3 clusters Score -2681054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2681058.500000 Penalty: 11847.732422
	Iteration 169Q: 3 clusters Score -2681058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2681064.500000 Penalty: 11847.732422
	Iteration 170Q: 3 clusters Score -2681064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2681063.500000 Penalty: 11847.732422
	Iteration 171Q: 3 clusters Score -2681064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2681064.750000 Penalty: 11847.732422
	Iteration 172Q: 3 clusters Score -2681065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2681067.250000 Penalty: 11847.732422
	Iteration 173Q: 3 clusters Score -2681067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2681068.750000 Penalty: 11847.732422
	Iteration 174Q: 3 clusters Score -2681069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2681073.250000 Penalty: 11847.732422
	Iteration 175Q: 3 clusters Score -2681073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2681074.000000 Penalty: 11847.732422
	Iteration 176Q: 3 clusters Score -2681074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2681076.000000 Penalty: 11847.732422
	Iteration 177Q: 3 clusters Score -2681076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2681076.500000 Penalty: 11847.732422
	Iteration 178Q: 3 clusters Score -2681076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2681075.250000 Penalty: 11847.732422
	Iteration 179Q: 3 clusters Score -2681075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2681081.750000 Penalty: 11847.732422
	Iteration 180F: 3 clusters Score -2681082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2681078.750000 Penalty: 11847.732422
	Iteration 181Q: 3 clusters Score -2681079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2681078.750000 Penalty: 11847.732422
	Iteration 182Q: 3 clusters Score -2681079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2681089.000000 Penalty: 11847.732422
	Iteration 183Q: 3 clusters Score -2681089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2681090.000000 Penalty: 11847.732422
	Iteration 184Q: 3 clusters Score -2681090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2681090.000000 Penalty: 11847.732422
	Iteration 185Q: 3 clusters Score -2681090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2681089.750000 Penalty: 11847.732422
	Iteration 186Q: 3 clusters Score -2681090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2681091.750000 Penalty: 11847.732422
	Iteration 187Q: 3 clusters Score -2681092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2681091.750000 Penalty: 11847.732422
	Iteration 188F: 3 clusters Score -2681092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -189043.359375 Penalty: 4418.433105
	Iteration 0F: 2 clusters Score -189043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185033.296875 Penalty: 8836.866211
	Iteration 0F: 3 clusters Score -185033.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186201.734375 Penalty: 8836.866211
	Iteration 1F: 3 clusters Score -186201.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -187334.312500 Penalty: 8836.866211
	Iteration 2F: 3 clusters Score -187334.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -189301.968750 Penalty: 8836.866211
	Iteration 3F: 3 clusters Score -189302 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -191711.671875 Penalty: 8836.866211
	Iteration 4F: 3 clusters Score -191711.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -194764.500000 Penalty: 8836.866211
	Iteration 5F: 3 clusters Score -194764.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -197222.734375 Penalty: 8836.866211
	Iteration 6Q: 3 clusters Score -197222.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -197389.859375 Penalty: 8836.866211
	Iteration 7Q: 3 clusters Score -197389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -197411.859375 Penalty: 8836.866211
	Iteration 8F: 3 clusters Score -197411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -197462.031250 Penalty: 8836.866211
	Iteration 9Q: 3 clusters Score -197462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -197520.437500 Penalty: 8836.866211
	Iteration 10Q: 3 clusters Score -197520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -197520.656250 Penalty: 8836.866211
	Iteration 11F: 3 clusters Score -197520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -197529.875000 Penalty: 8836.866211
	Iteration 12Q: 3 clusters Score -197529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -197529.875000 Penalty: 8836.866211
	Iteration 13F: 3 clusters Score -197529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 119037 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148690 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 63792 members 
Mstep: Class 10 contains 470979 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 33372 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 173932 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 292 members 
Entering Unmasked Estep 
Score: -226824832.000000 Penalty: 232557.843750
Splitting cluster 23 changes total score from -226820464.000000 to -226824832.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (173932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Entering Unmasked Estep 
Score: -31420358.000000 Penalty: 7390.682129
	Iteration 0F: 2 clusters Score -3.142036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -31303460.000000 Penalty: 14781.364258
	Iteration 0F: 3 clusters Score -3.130346e+07 nChanged 81381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -31349080.000000 Penalty: 14781.364258
	Iteration 1F: 3 clusters Score -3.134908e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -31350154.000000 Penalty: 14781.364258
	Iteration 2Q: 3 clusters Score -3.135015e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -31351248.000000 Penalty: 14781.364258
	Iteration 3Q: 3 clusters Score -3.135125e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -31352186.000000 Penalty: 14781.364258
	Iteration 4Q: 3 clusters Score -3.135219e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -31353246.000000 Penalty: 14781.364258
	Iteration 5Q: 3 clusters Score -3.135325e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -31354468.000000 Penalty: 14781.364258
	Iteration 6Q: 3 clusters Score -3.135447e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -31355856.000000 Penalty: 14781.364258
	Iteration 7Q: 3 clusters Score -3.135586e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -31357394.000000 Penalty: 14781.364258
	Iteration 8Q: 3 clusters Score -3.135739e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -31359478.000000 Penalty: 14781.364258
	Iteration 9Q: 3 clusters Score -3.135948e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -31361636.000000 Penalty: 14781.364258
	Iteration 10Q: 3 clusters Score -3.136164e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -31364934.000000 Penalty: 14781.364258
	Iteration 11Q: 3 clusters Score -3.136493e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -31368934.000000 Penalty: 14781.364258
	Iteration 12Q: 3 clusters Score -3.136893e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114165 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -31373678.000000 Penalty: 14781.364258
	Iteration 13Q: 3 clusters Score -3.137368e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -31379176.000000 Penalty: 14781.364258
	Iteration 14F: 3 clusters Score -3.137918e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -31385630.000000 Penalty: 14781.364258
	Iteration 15F: 3 clusters Score -3.138563e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140201 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -31392182.000000 Penalty: 14781.364258
	Iteration 16F: 3 clusters Score -3.139218e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -31398234.000000 Penalty: 14781.364258
	Iteration 17F: 3 clusters Score -3.139823e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -31403632.000000 Penalty: 14781.364258
	Iteration 18Q: 3 clusters Score -3.140363e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -31407442.000000 Penalty: 14781.364258
	Iteration 19Q: 3 clusters Score -3.140744e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -31409860.000000 Penalty: 14781.364258
	Iteration 20F: 3 clusters Score -3.140986e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -31411430.000000 Penalty: 14781.364258
	Iteration 21Q: 3 clusters Score -3.141143e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -31412384.000000 Penalty: 14781.364258
	Iteration 22Q: 3 clusters Score -3.141238e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -31413010.000000 Penalty: 14781.364258
	Iteration 23Q: 3 clusters Score -3.141301e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -31413318.000000 Penalty: 14781.364258
	Iteration 24Q: 3 clusters Score -3.141332e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -31413524.000000 Penalty: 14781.364258
	Iteration 25Q: 3 clusters Score -3.141352e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171961 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -31413684.000000 Penalty: 14781.364258
	Iteration 26Q: 3 clusters Score -3.141368e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -31413696.000000 Penalty: 14781.364258
	Iteration 27Q: 3 clusters Score -3.14137e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172174 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -31413738.000000 Penalty: 14781.364258
	Iteration 28Q: 3 clusters Score -3.141374e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -31413758.000000 Penalty: 14781.364258
	Iteration 29Q: 3 clusters Score -3.141376e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -31413828.000000 Penalty: 14781.364258
	Iteration 30Q: 3 clusters Score -3.141383e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172319 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -31413902.000000 Penalty: 14781.364258
	Iteration 31Q: 3 clusters Score -3.14139e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172352 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -31413942.000000 Penalty: 14781.364258
	Iteration 32Q: 3 clusters Score -3.141394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172374 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -31413962.000000 Penalty: 14781.364258
	Iteration 33Q: 3 clusters Score -3.141396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172385 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -31413984.000000 Penalty: 14781.364258
	Iteration 34Q: 3 clusters Score -3.141398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172394 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -31413970.000000 Penalty: 14781.364258
	Iteration 35Q: 3 clusters Score -3.141397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172404 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -31413974.000000 Penalty: 14781.364258
	Iteration 36Q: 3 clusters Score -3.141397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -31413972.000000 Penalty: 14781.364258
	Iteration 37Q: 3 clusters Score -3.141397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -31413990.000000 Penalty: 14781.364258
	Iteration 38Q: 3 clusters Score -3.141399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -31414014.000000 Penalty: 14781.364258
	Iteration 39Q: 3 clusters Score -3.141401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172436 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -31414024.000000 Penalty: 14781.364258
	Iteration 40F: 3 clusters Score -3.141402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172445 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -31414030.000000 Penalty: 14781.364258
	Iteration 41Q: 3 clusters Score -3.141403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172452 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -31414038.000000 Penalty: 14781.364258
	Iteration 42Q: 3 clusters Score -3.141404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -31414056.000000 Penalty: 14781.364258
	Iteration 43Q: 3 clusters Score -3.141406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -31414072.000000 Penalty: 14781.364258
	Iteration 44Q: 3 clusters Score -3.141407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -31414060.000000 Penalty: 14781.364258
	Iteration 45Q: 3 clusters Score -3.141406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172466 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -31414080.000000 Penalty: 14781.364258
	Iteration 46Q: 3 clusters Score -3.141408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -31414076.000000 Penalty: 14781.364258
	Iteration 47Q: 3 clusters Score -3.141408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -31414062.000000 Penalty: 14781.364258
	Iteration 48Q: 3 clusters Score -3.141406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -31414062.000000 Penalty: 14781.364258
	Iteration 49Q: 3 clusters Score -3.141406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -31414068.000000 Penalty: 14781.364258
	Iteration 50Q: 3 clusters Score -3.141407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -31414058.000000 Penalty: 14781.364258
	Iteration 51Q: 3 clusters Score -3.141406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -31414068.000000 Penalty: 14781.364258
	Iteration 52Q: 3 clusters Score -3.141407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -31414068.000000 Penalty: 14781.364258
	Iteration 53F: 3 clusters Score -3.141407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -132332.531250 Penalty: 4148.511719
	Iteration 0F: 2 clusters Score -132332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -128437.742188 Penalty: 8297.023438
	Iteration 0F: 3 clusters Score -128437.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128808.023438 Penalty: 8297.023438
	Iteration 1F: 3 clusters Score -128808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128969.882812 Penalty: 8297.023438
	Iteration 2F: 3 clusters Score -128969.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129137.632812 Penalty: 8297.023438
	Iteration 3Q: 3 clusters Score -129137.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129318.421875 Penalty: 8297.023438
	Iteration 4Q: 3 clusters Score -129318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129433.148438 Penalty: 8297.023438
	Iteration 5Q: 3 clusters Score -129433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129540.562500 Penalty: 8297.023438
	Iteration 6Q: 3 clusters Score -129540.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129660.015625 Penalty: 8297.023438
	Iteration 7Q: 3 clusters Score -129660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -129842.406250 Penalty: 8297.023438
	Iteration 8Q: 3 clusters Score -129842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129965.226562 Penalty: 8297.023438
	Iteration 9Q: 3 clusters Score -129965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130069.109375 Penalty: 8297.023438
	Iteration 10Q: 3 clusters Score -130069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -130160.718750 Penalty: 8297.023438
	Iteration 11Q: 3 clusters Score -130160.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -130247.546875 Penalty: 8297.023438
	Iteration 12Q: 3 clusters Score -130247.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130341.296875 Penalty: 8297.023438
	Iteration 13Q: 3 clusters Score -130341.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -130471.835938 Penalty: 8297.023438
	Iteration 14Q: 3 clusters Score -130471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -130613.468750 Penalty: 8297.023438
	Iteration 15Q: 3 clusters Score -130613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130697.226562 Penalty: 8297.023438
	Iteration 16Q: 3 clusters Score -130697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130729.531250 Penalty: 8297.023438
	Iteration 17Q: 3 clusters Score -130729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -130769.484375 Penalty: 8297.023438
	Iteration 18Q: 3 clusters Score -130769.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130807.101562 Penalty: 8297.023438
	Iteration 19Q: 3 clusters Score -130807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130834.093750 Penalty: 8297.023438
	Iteration 20F: 3 clusters Score -130834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130882.609375 Penalty: 8297.023438
	Iteration 21Q: 3 clusters Score -130882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130928.390625 Penalty: 8297.023438
	Iteration 22Q: 3 clusters Score -130928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131075.093750 Penalty: 8297.023438
	Iteration 23Q: 3 clusters Score -131075.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131411.359375 Penalty: 8297.023438
	Iteration 24Q: 3 clusters Score -131411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131658.328125 Penalty: 8297.023438
	Iteration 25Q: 3 clusters Score -131658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131700.906250 Penalty: 8297.023438
	Iteration 26Q: 3 clusters Score -131700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131724.843750 Penalty: 8297.023438
	Iteration 27Q: 3 clusters Score -131724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131750.078125 Penalty: 8297.023438
	Iteration 28Q: 3 clusters Score -131750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131762.828125 Penalty: 8297.023438
	Iteration 29Q: 3 clusters Score -131762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131771.687500 Penalty: 8297.023438
	Iteration 30Q: 3 clusters Score -131771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131777.171875 Penalty: 8297.023438
	Iteration 31Q: 3 clusters Score -131777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131781.500000 Penalty: 8297.023438
	Iteration 32Q: 3 clusters Score -131781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131781.500000 Penalty: 8297.023438
	Iteration 33F: 3 clusters Score -131781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -342616.718750 Penalty: 4634.365234
	Iteration 0F: 2 clusters Score -342616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -337626.250000 Penalty: 9268.730469
	Iteration 0F: 3 clusters Score -337626.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -338205.875000 Penalty: 9268.730469
	Iteration 1F: 3 clusters Score -338205.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -338438.156250 Penalty: 9268.730469
	Iteration 2F: 3 clusters Score -338438.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -338646.968750 Penalty: 9268.730469
	Iteration 3Q: 3 clusters Score -338647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -338876.468750 Penalty: 9268.730469
	Iteration 4Q: 3 clusters Score -338876.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -339030.593750 Penalty: 9268.730469
	Iteration 5Q: 3 clusters Score -339030.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -339138.062500 Penalty: 9268.730469
	Iteration 6Q: 3 clusters Score -339138.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -339216.468750 Penalty: 9268.730469
	Iteration 7Q: 3 clusters Score -339216.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -339284.687500 Penalty: 9268.730469
	Iteration 8Q: 3 clusters Score -339284.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -339372.500000 Penalty: 9268.730469
	Iteration 9Q: 3 clusters Score -339372.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -339460.562500 Penalty: 9268.730469
	Iteration 10Q: 3 clusters Score -339460.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339531.500000 Penalty: 9268.730469
	Iteration 11Q: 3 clusters Score -339531.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -339610.093750 Penalty: 9268.730469
	Iteration 12Q: 3 clusters Score -339610.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -339678.000000 Penalty: 9268.730469
	Iteration 13Q: 3 clusters Score -339678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -339765.187500 Penalty: 9268.730469
	Iteration 14Q: 3 clusters Score -339765.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -339891.500000 Penalty: 9268.730469
	Iteration 15Q: 3 clusters Score -339891.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -340134.718750 Penalty: 9268.730469
	Iteration 16Q: 3 clusters Score -340134.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -340554.593750 Penalty: 9268.730469
	Iteration 17Q: 3 clusters Score -340554.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -340849.625000 Penalty: 9268.730469
	Iteration 18Q: 3 clusters Score -340849.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -341042.937500 Penalty: 9268.730469
	Iteration 19Q: 3 clusters Score -341042.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -341163.812500 Penalty: 9268.730469
	Iteration 20F: 3 clusters Score -341163.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -341262.250000 Penalty: 9268.730469
	Iteration 21Q: 3 clusters Score -341262.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -341346.000000 Penalty: 9268.730469
	Iteration 22Q: 3 clusters Score -341346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -341374.343750 Penalty: 9268.730469
	Iteration 23Q: 3 clusters Score -341374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -341389.875000 Penalty: 9268.730469
	Iteration 24Q: 3 clusters Score -341389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -341408.218750 Penalty: 9268.730469
	Iteration 25Q: 3 clusters Score -341408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -341413.375000 Penalty: 9268.730469
	Iteration 26Q: 3 clusters Score -341413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -341418.531250 Penalty: 9268.730469
	Iteration 27Q: 3 clusters Score -341418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -341424.031250 Penalty: 9268.730469
	Iteration 28Q: 3 clusters Score -341424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -341433.062500 Penalty: 9268.730469
	Iteration 29Q: 3 clusters Score -341433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -341440.593750 Penalty: 9268.730469
	Iteration 30Q: 3 clusters Score -341440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -341440.593750 Penalty: 9268.730469
	Iteration 31F: 3 clusters Score -341440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 119037 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148690 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 39821 members 
Mstep: Class 9 contains 63792 members 
Mstep: Class 10 contains 470979 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 33372 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 173932 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824992.000000 Penalty: 232557.843750
Iteration 79Q: 28 clusters Score -2.26825e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 3123 members 
Mstep: Class 4 contains 119132 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148658 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 39828 members 
Mstep: Class 9 contains 63758 members 
Mstep: Class 10 contains 471023 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 75797 members 
Mstep: Class 13 contains 33378 members 
Mstep: Class 14 contains 12989 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 17836 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21878 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15872 members 
Mstep: Class 23 contains 1076 members 
Mstep: Class 24 contains 173936 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226825792.000000 Penalty: 232557.843750
Iteration 80F: 28 clusters Score -2.268258e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 119140 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148627 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 39828 members 
Mstep: Class 9 contains 63737 members 
Mstep: Class 10 contains 471092 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 75820 members 
Mstep: Class 13 contains 33388 members 
Mstep: Class 14 contains 12995 members 
Mstep: Class 15 contains 6668 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 17690 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 19 contains 2179 members 
Mstep: Class 20 contains 21831 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15858 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 173940 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226826800.000000 Penalty: 232557.843750
Iteration 81Q: 28 clusters Score -2.268268e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 3327 members 
Mstep: Class 3 contains 3110 members 
Mstep: Class 4 contains 119161 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148611 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 39793 members 
Mstep: Class 9 contains 63709 members 
Mstep: Class 10 contains 471145 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 75829 members 
Mstep: Class 13 contains 33381 members 
Mstep: Class 14 contains 12999 members 
Mstep: Class 15 contains 6691 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 9013 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 21797 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15855 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 173919 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827296.000000 Penalty: 232557.843750
Iteration 82Q: 28 clusters Score -2.268273e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 3369 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 119145 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 148582 members 
Mstep: Class 7 contains 8356 members 
Mstep: Class 8 contains 39742 members 
Mstep: Class 9 contains 63676 members 
Mstep: Class 10 contains 471210 members 
Mstep: Class 11 contains 7542 members 
Mstep: Class 12 contains 75840 members 
Mstep: Class 13 contains 33379 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 17488 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 21781 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15842 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 173908 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828112.000000 Penalty: 232557.843750
Iteration 83Q: 28 clusters Score -2.268281e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 3125 members 
Mstep: Class 4 contains 119144 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148568 members 
Mstep: Class 7 contains 8356 members 
Mstep: Class 8 contains 39697 members 
Mstep: Class 9 contains 63634 members 
Mstep: Class 10 contains 471283 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 75853 members 
Mstep: Class 13 contains 33381 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 17408 members 
Mstep: Class 18 contains 9173 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 21753 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15842 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 173893 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828304.000000 Penalty: 232557.843750
Iteration 84Q: 28 clusters Score -2.268283e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 119121 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148542 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39664 members 
Mstep: Class 9 contains 63602 members 
Mstep: Class 10 contains 471336 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 75869 members 
Mstep: Class 13 contains 33379 members 
Mstep: Class 14 contains 13005 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 21752 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15838 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 173892 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226828928.000000 Penalty: 232557.843750
Iteration 85Q: 28 clusters Score -2.268289e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 119092 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148545 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39646 members 
Mstep: Class 9 contains 63548 members 
Mstep: Class 10 contains 471351 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 75899 members 
Mstep: Class 13 contains 33359 members 
Mstep: Class 14 contains 13011 members 
Mstep: Class 15 contains 6738 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 21804 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15830 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 173881 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829536.000000 Penalty: 232557.843750
Iteration 86Q: 28 clusters Score -2.268295e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 119063 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148523 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39635 members 
Mstep: Class 9 contains 63493 members 
Mstep: Class 10 contains 471423 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 75920 members 
Mstep: Class 13 contains 33346 members 
Mstep: Class 14 contains 13019 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 17325 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 21827 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15822 members 
Mstep: Class 23 contains 1142 members 
Mstep: Class 24 contains 173874 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226829792.000000 Penalty: 232557.843750
Iteration 87Q: 28 clusters Score -2.268298e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 119018 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148512 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39627 members 
Mstep: Class 9 contains 63446 members 
Mstep: Class 10 contains 471491 members 
Mstep: Class 11 contains 7535 members 
Mstep: Class 12 contains 75932 members 
Mstep: Class 13 contains 33324 members 
Mstep: Class 14 contains 13028 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 17339 members 
Mstep: Class 18 contains 9238 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 21823 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15799 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 173864 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830080.000000 Penalty: 232557.843750
Iteration 88Q: 28 clusters Score -2.268301e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 118934 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148512 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 39643 members 
Mstep: Class 9 contains 63401 members 
Mstep: Class 10 contains 471559 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 75947 members 
Mstep: Class 13 contains 33306 members 
Mstep: Class 14 contains 13033 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 17377 members 
Mstep: Class 18 contains 9260 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 21820 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15787 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 173853 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830464.000000 Penalty: 232557.843750
Iteration 89Q: 28 clusters Score -2.268305e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118842 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148506 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39644 members 
Mstep: Class 9 contains 63375 members 
Mstep: Class 10 contains 471614 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 75973 members 
Mstep: Class 13 contains 33282 members 
Mstep: Class 14 contains 13033 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17419 members 
Mstep: Class 18 contains 9292 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 21823 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15778 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173856 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830688.000000 Penalty: 232557.843750
Iteration 90Q: 28 clusters Score -2.268307e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 118765 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148496 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39647 members 
Mstep: Class 9 contains 63341 members 
Mstep: Class 10 contains 471676 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 75989 members 
Mstep: Class 13 contains 33266 members 
Mstep: Class 14 contains 13037 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17457 members 
Mstep: Class 18 contains 9328 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 21801 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15767 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173873 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830688.000000 Penalty: 232557.843750
Iteration 91Q: 28 clusters Score -2.268307e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 3617 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118681 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148485 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39648 members 
Mstep: Class 9 contains 63320 members 
Mstep: Class 10 contains 471740 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 76004 members 
Mstep: Class 13 contains 33250 members 
Mstep: Class 14 contains 13042 members 
Mstep: Class 15 contains 6727 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 9346 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 21773 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15767 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173894 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830816.000000 Penalty: 232557.843750
Iteration 92Q: 28 clusters Score -2.268308e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 3621 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118574 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148467 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39649 members 
Mstep: Class 9 contains 63299 members 
Mstep: Class 10 contains 471829 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 76016 members 
Mstep: Class 13 contains 33238 members 
Mstep: Class 14 contains 13046 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17542 members 
Mstep: Class 18 contains 9374 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 21750 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15763 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173907 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831008.000000 Penalty: 232557.843750
Iteration 93Q: 28 clusters Score -2.26831e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 3626 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 118496 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148453 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39654 members 
Mstep: Class 9 contains 63284 members 
Mstep: Class 10 contains 471876 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 76028 members 
Mstep: Class 13 contains 33227 members 
Mstep: Class 14 contains 13046 members 
Mstep: Class 15 contains 6722 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17588 members 
Mstep: Class 18 contains 9392 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 21733 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15743 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173934 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830960.000000 Penalty: 232557.843750
Iteration 94Q: 28 clusters Score -2.26831e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 118415 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148444 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39652 members 
Mstep: Class 9 contains 63265 members 
Mstep: Class 10 contains 471923 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76042 members 
Mstep: Class 13 contains 33211 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17647 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15743 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173946 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831008.000000 Penalty: 232557.843750
Iteration 95Q: 28 clusters Score -2.26831e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118344 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148441 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39651 members 
Mstep: Class 9 contains 63248 members 
Mstep: Class 10 contains 471936 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 76052 members 
Mstep: Class 13 contains 33197 members 
Mstep: Class 14 contains 13061 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17728 members 
Mstep: Class 18 contains 9390 members 
Mstep: Class 19 contains 2185 members 
Mstep: Class 20 contains 21706 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15733 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173953 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831056.000000 Penalty: 232557.843750
Iteration 96Q: 28 clusters Score -2.268311e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118281 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 148444 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39649 members 
Mstep: Class 9 contains 63229 members 
Mstep: Class 10 contains 471966 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 76058 members 
Mstep: Class 13 contains 33172 members 
Mstep: Class 14 contains 13065 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17804 members 
Mstep: Class 18 contains 9398 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 21691 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15723 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173958 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226830880.000000 Penalty: 232557.843750
Iteration 97Q: 28 clusters Score -2.268309e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118218 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148441 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39656 members 
Mstep: Class 9 contains 63216 members 
Mstep: Class 10 contains 471989 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 76064 members 
Mstep: Class 13 contains 33161 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17859 members 
Mstep: Class 18 contains 9408 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 21677 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15712 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173961 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831040.000000 Penalty: 232557.843750
Iteration 98Q: 28 clusters Score -2.26831e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118161 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148431 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39663 members 
Mstep: Class 9 contains 63210 members 
Mstep: Class 10 contains 471994 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76071 members 
Mstep: Class 13 contains 33150 members 
Mstep: Class 14 contains 13075 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17924 members 
Mstep: Class 18 contains 9404 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 21662 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15717 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173964 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831104.000000 Penalty: 232557.843750
Iteration 99Q: 28 clusters Score -2.268311e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118123 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148414 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39667 members 
Mstep: Class 9 contains 63194 members 
Mstep: Class 10 contains 472000 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76077 members 
Mstep: Class 13 contains 33134 members 
Mstep: Class 14 contains 13080 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 17986 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 2183 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15715 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173976 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831584.000000 Penalty: 232557.843750
Iteration 100F: 28 clusters Score -2.268316e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 118074 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148414 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39668 members 
Mstep: Class 9 contains 63186 members 
Mstep: Class 10 contains 472017 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76080 members 
Mstep: Class 13 contains 33122 members 
Mstep: Class 14 contains 13082 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18028 members 
Mstep: Class 18 contains 9419 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 21620 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15716 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173998 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832512.000000 Penalty: 232557.843750
Iteration 101Q: 28 clusters Score -2.268325e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 118028 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148415 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39591 members 
Mstep: Class 9 contains 63177 members 
Mstep: Class 10 contains 472043 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76072 members 
Mstep: Class 13 contains 33114 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18050 members 
Mstep: Class 18 contains 9430 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 21594 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15708 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 174016 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832384.000000 Penalty: 232557.843750
Iteration 102Q: 28 clusters Score -2.268324e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 3802 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 118003 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148400 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 39494 members 
Mstep: Class 9 contains 63166 members 
Mstep: Class 10 contains 472050 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76071 members 
Mstep: Class 13 contains 33102 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18075 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 21583 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15700 members 
Mstep: Class 23 contains 1164 members 
Mstep: Class 24 contains 174029 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832640.000000 Penalty: 232557.843750
Iteration 103Q: 28 clusters Score -2.268326e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 3156 members 
Mstep: Class 4 contains 117966 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148385 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 39434 members 
Mstep: Class 9 contains 63141 members 
Mstep: Class 10 contains 472070 members 
Mstep: Class 11 contains 7538 members 
Mstep: Class 12 contains 76074 members 
Mstep: Class 13 contains 33086 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18099 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15699 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174056 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832704.000000 Penalty: 232557.843750
Iteration 104Q: 28 clusters Score -2.268327e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 117937 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148382 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 39388 members 
Mstep: Class 9 contains 63113 members 
Mstep: Class 10 contains 472081 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76072 members 
Mstep: Class 13 contains 33078 members 
Mstep: Class 14 contains 13112 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18111 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 21541 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15700 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174080 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832544.000000 Penalty: 232557.843750
Iteration 105Q: 28 clusters Score -2.268325e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 117929 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148375 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 39361 members 
Mstep: Class 9 contains 63096 members 
Mstep: Class 10 contains 472088 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76079 members 
Mstep: Class 13 contains 33069 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18130 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 21516 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15703 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174089 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832720.000000 Penalty: 232557.843750
Iteration 106Q: 28 clusters Score -2.268327e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 117910 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148381 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39340 members 
Mstep: Class 9 contains 63073 members 
Mstep: Class 10 contains 472080 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 76086 members 
Mstep: Class 13 contains 33060 members 
Mstep: Class 14 contains 13123 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18164 members 
Mstep: Class 18 contains 9426 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21503 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15703 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174098 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833296.000000 Penalty: 232557.843750
Iteration 107Q: 28 clusters Score -2.268333e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4018 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 117891 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148384 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39325 members 
Mstep: Class 9 contains 63059 members 
Mstep: Class 10 contains 472073 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 76095 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 13129 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18173 members 
Mstep: Class 18 contains 9433 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21482 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15712 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174107 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833344.000000 Penalty: 232557.843750
Iteration 108Q: 28 clusters Score -2.268333e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 117865 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148386 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 63038 members 
Mstep: Class 10 contains 472080 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 76102 members 
Mstep: Class 13 contains 33056 members 
Mstep: Class 14 contains 13132 members 
Mstep: Class 15 contains 6781 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18201 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174112 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833344.000000 Penalty: 232557.843750
Iteration 109Q: 28 clusters Score -2.268333e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 117842 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148376 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 39332 members 
Mstep: Class 9 contains 63020 members 
Mstep: Class 10 contains 472092 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 76102 members 
Mstep: Class 13 contains 33046 members 
Mstep: Class 14 contains 13142 members 
Mstep: Class 15 contains 6784 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18225 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15707 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174120 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833344.000000 Penalty: 232557.843750
Iteration 110Q: 28 clusters Score -2.268333e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 117823 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148381 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39332 members 
Mstep: Class 9 contains 63001 members 
Mstep: Class 10 contains 472096 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 76107 members 
Mstep: Class 13 contains 33041 members 
Mstep: Class 14 contains 13145 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18250 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21405 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15707 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174137 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833552.000000 Penalty: 232557.843750
Iteration 111Q: 28 clusters Score -2.268336e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 117807 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148386 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39328 members 
Mstep: Class 9 contains 62989 members 
Mstep: Class 10 contains 472103 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 76109 members 
Mstep: Class 13 contains 33032 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18269 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21387 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15711 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174147 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833680.000000 Penalty: 232557.843750
Iteration 112Q: 28 clusters Score -2.268337e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 117783 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148380 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39322 members 
Mstep: Class 9 contains 62984 members 
Mstep: Class 10 contains 472103 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 76115 members 
Mstep: Class 13 contains 33026 members 
Mstep: Class 14 contains 13153 members 
Mstep: Class 15 contains 6785 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 9442 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 21385 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15713 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174147 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833568.000000 Penalty: 232557.843750
Iteration 113Q: 28 clusters Score -2.268336e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 117769 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148375 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39308 members 
Mstep: Class 9 contains 62977 members 
Mstep: Class 10 contains 472106 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 76121 members 
Mstep: Class 13 contains 33025 members 
Mstep: Class 14 contains 13156 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18311 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21374 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15713 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174159 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833456.000000 Penalty: 232557.843750
Iteration 114Q: 28 clusters Score -2.268335e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 117744 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148374 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39306 members 
Mstep: Class 9 contains 62970 members 
Mstep: Class 10 contains 472120 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 76122 members 
Mstep: Class 13 contains 33021 members 
Mstep: Class 14 contains 13159 members 
Mstep: Class 15 contains 6786 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18330 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15715 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174159 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833424.000000 Penalty: 232557.843750
Iteration 115Q: 28 clusters Score -2.268334e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 117735 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148368 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39303 members 
Mstep: Class 9 contains 62964 members 
Mstep: Class 10 contains 472125 members 
Mstep: Class 11 contains 7532 members 
Mstep: Class 12 contains 76120 members 
Mstep: Class 13 contains 33018 members 
Mstep: Class 14 contains 13165 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 9436 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15717 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174161 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833568.000000 Penalty: 232557.843750
Iteration 116Q: 28 clusters Score -2.268336e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 117725 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148362 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39299 members 
Mstep: Class 9 contains 62957 members 
Mstep: Class 10 contains 472131 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 76123 members 
Mstep: Class 13 contains 33013 members 
Mstep: Class 14 contains 13169 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18371 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21347 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15715 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174165 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833456.000000 Penalty: 232557.843750
Iteration 117Q: 28 clusters Score -2.268335e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 117713 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148352 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39298 members 
Mstep: Class 9 contains 62949 members 
Mstep: Class 10 contains 472145 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 76123 members 
Mstep: Class 13 contains 33011 members 
Mstep: Class 14 contains 13170 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18387 members 
Mstep: Class 18 contains 9440 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21338 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15713 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833792.000000 Penalty: 232557.843750
Iteration 118Q: 28 clusters Score -2.268338e+08 nChanged 95
Entering ConstructFrom: 
Score: -226833792.000000 Penalty: 232557.843750
Entering ConstructFrom: 
Trying to split cluster 1 (28075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Entering Unmasked Estep 
Score: -5051792.000000 Penalty: 6273.613770
	Iteration 0F: 2 clusters Score -5051792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5030278.500000 Penalty: 12547.227539
	Iteration 0F: 3 clusters Score -5030278 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -5036553.500000 Penalty: 12547.227539
	Iteration 1F: 3 clusters Score -5036554 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -5037352.500000 Penalty: 12547.227539
	Iteration 2F: 3 clusters Score -5037352 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5037992.500000 Penalty: 12547.227539
	Iteration 3Q: 3 clusters Score -5037992 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -5038760.500000 Penalty: 12547.227539
	Iteration 4Q: 3 clusters Score -5038760 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5039775.500000 Penalty: 12547.227539
	Iteration 5Q: 3 clusters Score -5039776 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5040970.500000 Penalty: 12547.227539
	Iteration 6F: 3 clusters Score -5040970 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5042159.000000 Penalty: 12547.227539
	Iteration 7F: 3 clusters Score -5042159 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5043335.500000 Penalty: 12547.227539
	Iteration 8F: 3 clusters Score -5043336 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5044556.500000 Penalty: 12547.227539
	Iteration 9F: 3 clusters Score -5044556 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -5045625.000000 Penalty: 12547.227539
	Iteration 10F: 3 clusters Score -5045625 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5046464.500000 Penalty: 12547.227539
	Iteration 11Q: 3 clusters Score -5046464 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -5046981.000000 Penalty: 12547.227539
	Iteration 12Q: 3 clusters Score -5046981 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -5047306.000000 Penalty: 12547.227539
	Iteration 13Q: 3 clusters Score -5047306 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5047580.000000 Penalty: 12547.227539
	Iteration 14Q: 3 clusters Score -5047580 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5047779.000000 Penalty: 12547.227539
	Iteration 15Q: 3 clusters Score -5047779 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5047991.500000 Penalty: 12547.227539
	Iteration 16Q: 3 clusters Score -5047992 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5048153.500000 Penalty: 12547.227539
	Iteration 17Q: 3 clusters Score -5048154 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -5048279.500000 Penalty: 12547.227539
	Iteration 18Q: 3 clusters Score -5048280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5048384.500000 Penalty: 12547.227539
	Iteration 19Q: 3 clusters Score -5048384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5048465.500000 Penalty: 12547.227539
	Iteration 20F: 3 clusters Score -5048466 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5048553.000000 Penalty: 12547.227539
	Iteration 21Q: 3 clusters Score -5048553 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5048619.500000 Penalty: 12547.227539
	Iteration 22Q: 3 clusters Score -5048620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5048713.500000 Penalty: 12547.227539
	Iteration 23Q: 3 clusters Score -5048714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5048809.000000 Penalty: 12547.227539
	Iteration 24Q: 3 clusters Score -5048809 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5048872.000000 Penalty: 12547.227539
	Iteration 25Q: 3 clusters Score -5048872 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5048953.000000 Penalty: 12547.227539
	Iteration 26Q: 3 clusters Score -5048953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5048988.500000 Penalty: 12547.227539
	Iteration 27Q: 3 clusters Score -5048988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5049022.000000 Penalty: 12547.227539
	Iteration 28Q: 3 clusters Score -5049022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5049042.500000 Penalty: 12547.227539
	Iteration 29Q: 3 clusters Score -5049042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -5049083.500000 Penalty: 12547.227539
	Iteration 30Q: 3 clusters Score -5049084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5049111.000000 Penalty: 12547.227539
	Iteration 31Q: 3 clusters Score -5049111 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -5049132.000000 Penalty: 12547.227539
	Iteration 32Q: 3 clusters Score -5049132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5049164.500000 Penalty: 12547.227539
	Iteration 33Q: 3 clusters Score -5049164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5049186.000000 Penalty: 12547.227539
	Iteration 34Q: 3 clusters Score -5049186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5049199.000000 Penalty: 12547.227539
	Iteration 35Q: 3 clusters Score -5049199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5049220.500000 Penalty: 12547.227539
	Iteration 36Q: 3 clusters Score -5049220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5049223.000000 Penalty: 12547.227539
	Iteration 37Q: 3 clusters Score -5049223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5049257.000000 Penalty: 12547.227539
	Iteration 38Q: 3 clusters Score -5049257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5049267.000000 Penalty: 12547.227539
	Iteration 39Q: 3 clusters Score -5049267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5049276.500000 Penalty: 12547.227539
	Iteration 40F: 3 clusters Score -5049276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5049277.500000 Penalty: 12547.227539
	Iteration 41Q: 3 clusters Score -5049278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5049302.500000 Penalty: 12547.227539
	Iteration 42Q: 3 clusters Score -5049302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5049308.500000 Penalty: 12547.227539
	Iteration 43Q: 3 clusters Score -5049308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5049322.500000 Penalty: 12547.227539
	Iteration 44Q: 3 clusters Score -5049322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5049342.500000 Penalty: 12547.227539
	Iteration 45Q: 3 clusters Score -5049342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5049350.500000 Penalty: 12547.227539
	Iteration 46Q: 3 clusters Score -5049350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5049359.000000 Penalty: 12547.227539
	Iteration 47Q: 3 clusters Score -5049359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -5049370.500000 Penalty: 12547.227539
	Iteration 48Q: 3 clusters Score -5049370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5049373.500000 Penalty: 12547.227539
	Iteration 49Q: 3 clusters Score -5049374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -5049382.500000 Penalty: 12547.227539
	Iteration 50Q: 3 clusters Score -5049382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5049380.500000 Penalty: 12547.227539
	Iteration 51Q: 3 clusters Score -5049380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -5049388.000000 Penalty: 12547.227539
	Iteration 52Q: 3 clusters Score -5049388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5049382.500000 Penalty: 12547.227539
	Iteration 53Q: 3 clusters Score -5049382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5049392.000000 Penalty: 12547.227539
	Iteration 54Q: 3 clusters Score -5049392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5049399.000000 Penalty: 12547.227539
	Iteration 55Q: 3 clusters Score -5049399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5049407.500000 Penalty: 12547.227539
	Iteration 56Q: 3 clusters Score -5049408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5049430.000000 Penalty: 12547.227539
	Iteration 57Q: 3 clusters Score -5049430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5049436.500000 Penalty: 12547.227539
	Iteration 58Q: 3 clusters Score -5049436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5049432.000000 Penalty: 12547.227539
	Iteration 59Q: 3 clusters Score -5049432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5049444.500000 Penalty: 12547.227539
	Iteration 60F: 3 clusters Score -5049444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5049448.000000 Penalty: 12547.227539
	Iteration 61Q: 3 clusters Score -5049448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -5049448.000000 Penalty: 12547.227539
	Iteration 62Q: 3 clusters Score -5049448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5049457.000000 Penalty: 12547.227539
	Iteration 63Q: 3 clusters Score -5049457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -5049477.000000 Penalty: 12547.227539
	Iteration 64Q: 3 clusters Score -5049477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -5049467.500000 Penalty: 12547.227539
	Iteration 65Q: 3 clusters Score -5049468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5049477.500000 Penalty: 12547.227539
	Iteration 66Q: 3 clusters Score -5049478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5049469.000000 Penalty: 12547.227539
	Iteration 67Q: 3 clusters Score -5049469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5049478.500000 Penalty: 12547.227539
	Iteration 68Q: 3 clusters Score -5049478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5049498.000000 Penalty: 12547.227539
	Iteration 69Q: 3 clusters Score -5049498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5049519.000000 Penalty: 12547.227539
	Iteration 70Q: 3 clusters Score -5049519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5049520.500000 Penalty: 12547.227539
	Iteration 71Q: 3 clusters Score -5049520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -5049530.000000 Penalty: 12547.227539
	Iteration 72Q: 3 clusters Score -5049530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5049533.000000 Penalty: 12547.227539
	Iteration 73Q: 3 clusters Score -5049533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5049539.500000 Penalty: 12547.227539
	Iteration 74Q: 3 clusters Score -5049540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5049555.500000 Penalty: 12547.227539
	Iteration 75Q: 3 clusters Score -5049556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5049553.000000 Penalty: 12547.227539
	Iteration 76Q: 3 clusters Score -5049553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5049564.500000 Penalty: 12547.227539
	Iteration 77Q: 3 clusters Score -5049564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5049571.000000 Penalty: 12547.227539
	Iteration 78Q: 3 clusters Score -5049571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5049572.500000 Penalty: 12547.227539
	Iteration 79Q: 3 clusters Score -5049572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5049565.000000 Penalty: 12547.227539
	Iteration 80F: 3 clusters Score -5049565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5049571.500000 Penalty: 12547.227539
	Iteration 81Q: 3 clusters Score -5049572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5049573.000000 Penalty: 12547.227539
	Iteration 82Q: 3 clusters Score -5049573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5049577.000000 Penalty: 12547.227539
	Iteration 83Q: 3 clusters Score -5049577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5049566.000000 Penalty: 12547.227539
	Iteration 84Q: 3 clusters Score -5049566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5049566.000000 Penalty: 12547.227539
	Iteration 85F: 3 clusters Score -5049566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -680485.437500 Penalty: 5098.209961
	Iteration 0F: 2 clusters Score -680485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -674056.937500 Penalty: 10196.419922
	Iteration 0F: 3 clusters Score -674056.9 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -675353.812500 Penalty: 10196.419922
	Iteration 1F: 3 clusters Score -675353.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -675937.875000 Penalty: 10196.419922
	Iteration 2F: 3 clusters Score -675937.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -676418.437500 Penalty: 10196.419922
	Iteration 3F: 3 clusters Score -676418.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -676968.375000 Penalty: 10196.419922
	Iteration 4F: 3 clusters Score -676968.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -677614.437500 Penalty: 10196.419922
	Iteration 5F: 3 clusters Score -677614.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -678178.875000 Penalty: 10196.419922
	Iteration 6F: 3 clusters Score -678178.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -678536.750000 Penalty: 10196.419922
	Iteration 7F: 3 clusters Score -678536.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -678702.062500 Penalty: 10196.419922
	Iteration 8Q: 3 clusters Score -678702.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -678776.125000 Penalty: 10196.419922
	Iteration 9Q: 3 clusters Score -678776.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -678810.562500 Penalty: 10196.419922
	Iteration 10Q: 3 clusters Score -678810.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -678834.187500 Penalty: 10196.419922
	Iteration 11Q: 3 clusters Score -678834.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -678846.187500 Penalty: 10196.419922
	Iteration 12Q: 3 clusters Score -678846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -678854.937500 Penalty: 10196.419922
	Iteration 13Q: 3 clusters Score -678854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -678861.812500 Penalty: 10196.419922
	Iteration 14Q: 3 clusters Score -678861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -678862.250000 Penalty: 10196.419922
	Iteration 15Q: 3 clusters Score -678862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -678862.250000 Penalty: 10196.419922
	Iteration 16F: 3 clusters Score -678862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -526346.937500 Penalty: 4943.047363
	Iteration 0F: 2 clusters Score -526346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -520588.750000 Penalty: 9886.094727
	Iteration 0F: 3 clusters Score -520588.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -521786.093750 Penalty: 9886.094727
	Iteration 1F: 3 clusters Score -521786.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -522818.125000 Penalty: 9886.094727
	Iteration 2F: 3 clusters Score -522818.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -525057.687500 Penalty: 9886.094727
	Iteration 3F: 3 clusters Score -525057.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -526629.375000 Penalty: 9886.094727
	Iteration 4F: 3 clusters Score -526629.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -527358.562500 Penalty: 9886.094727
	Iteration 5F: 3 clusters Score -527358.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -527707.437500 Penalty: 9886.094727
	Iteration 6Q: 3 clusters Score -527707.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -527844.437500 Penalty: 9886.094727
	Iteration 7Q: 3 clusters Score -527844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -527908.750000 Penalty: 9886.094727
	Iteration 8Q: 3 clusters Score -527908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -527938.562500 Penalty: 9886.094727
	Iteration 9Q: 3 clusters Score -527938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -527964.500000 Penalty: 9886.094727
	Iteration 10Q: 3 clusters Score -527964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -527972.750000 Penalty: 9886.094727
	Iteration 11Q: 3 clusters Score -527972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -527972.750000 Penalty: 9886.094727
	Iteration 12F: 3 clusters Score -527972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 590 members 
Mstep: Class 4 contains 117698 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148350 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 62944 members 
Mstep: Class 10 contains 472156 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 76124 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15710 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 2608 members 
Entering Unmasked Estep 
Score: -226831504.000000 Penalty: 241171.093750
Splitting cluster 3 changes total score from -226833792.000000 to -226831504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (117698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Entering Unmasked Estep 
Score: -21120160.000000 Penalty: 7151.475098
	Iteration 0F: 2 clusters Score -2.112016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -21040090.000000 Penalty: 14302.950195
	Iteration 0F: 3 clusters Score -2.104009e+07 nChanged 54162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -21070390.000000 Penalty: 14302.950195
	Iteration 1F: 3 clusters Score -2.107039e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -21071898.000000 Penalty: 14302.950195
	Iteration 2Q: 3 clusters Score -2.10719e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -21073802.000000 Penalty: 14302.950195
	Iteration 3Q: 3 clusters Score -2.10738e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -21076712.000000 Penalty: 14302.950195
	Iteration 4Q: 3 clusters Score -2.107671e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -21080100.000000 Penalty: 14302.950195
	Iteration 5F: 3 clusters Score -2.10801e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -21083716.000000 Penalty: 14302.950195
	Iteration 6F: 3 clusters Score -2.108372e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -21086696.000000 Penalty: 14302.950195
	Iteration 7F: 3 clusters Score -2.10867e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -21089682.000000 Penalty: 14302.950195
	Iteration 8F: 3 clusters Score -2.108968e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -21092296.000000 Penalty: 14302.950195
	Iteration 9Q: 3 clusters Score -2.10923e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -21095298.000000 Penalty: 14302.950195
	Iteration 10Q: 3 clusters Score -2.10953e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -21098732.000000 Penalty: 14302.950195
	Iteration 11Q: 3 clusters Score -2.109873e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -21101822.000000 Penalty: 14302.950195
	Iteration 12Q: 3 clusters Score -2.110182e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -21104150.000000 Penalty: 14302.950195
	Iteration 13Q: 3 clusters Score -2.110415e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -21105904.000000 Penalty: 14302.950195
	Iteration 14Q: 3 clusters Score -2.11059e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -21107508.000000 Penalty: 14302.950195
	Iteration 15Q: 3 clusters Score -2.110751e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -21108914.000000 Penalty: 14302.950195
	Iteration 16Q: 3 clusters Score -2.110891e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -21110554.000000 Penalty: 14302.950195
	Iteration 17Q: 3 clusters Score -2.111055e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -21112472.000000 Penalty: 14302.950195
	Iteration 18Q: 3 clusters Score -2.111247e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -21114580.000000 Penalty: 14302.950195
	Iteration 19Q: 3 clusters Score -2.111458e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -21116722.000000 Penalty: 14302.950195
	Iteration 20F: 3 clusters Score -2.111672e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -21118834.000000 Penalty: 14302.950195
	Iteration 21Q: 3 clusters Score -2.111883e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -21120334.000000 Penalty: 14302.950195
	Iteration 22Q: 3 clusters Score -2.112033e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -21121180.000000 Penalty: 14302.950195
	Iteration 23Q: 3 clusters Score -2.112118e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -21121486.000000 Penalty: 14302.950195
	Iteration 24Q: 3 clusters Score -2.112149e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -21121644.000000 Penalty: 14302.950195
	Iteration 25Q: 3 clusters Score -2.112164e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -21121692.000000 Penalty: 14302.950195
	Iteration 26Q: 3 clusters Score -2.112169e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -21121732.000000 Penalty: 14302.950195
	Iteration 27Q: 3 clusters Score -2.112173e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -21121770.000000 Penalty: 14302.950195
	Iteration 28Q: 3 clusters Score -2.112177e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103757 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -21121834.000000 Penalty: 14302.950195
	Iteration 29Q: 3 clusters Score -2.112183e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -21121870.000000 Penalty: 14302.950195
	Iteration 30Q: 3 clusters Score -2.112187e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -21121874.000000 Penalty: 14302.950195
	Iteration 31Q: 3 clusters Score -2.112187e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -21121898.000000 Penalty: 14302.950195
	Iteration 32Q: 3 clusters Score -2.11219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -21121936.000000 Penalty: 14302.950195
	Iteration 33Q: 3 clusters Score -2.112194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -21121996.000000 Penalty: 14302.950195
	Iteration 34Q: 3 clusters Score -2.1122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -21121962.000000 Penalty: 14302.950195
	Iteration 35Q: 3 clusters Score -2.112196e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -21121964.000000 Penalty: 14302.950195
	Iteration 36Q: 3 clusters Score -2.112196e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -21121966.000000 Penalty: 14302.950195
	Iteration 37Q: 3 clusters Score -2.112197e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -21121932.000000 Penalty: 14302.950195
	Iteration 38Q: 3 clusters Score -2.112193e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -21121950.000000 Penalty: 14302.950195
	Iteration 39Q: 3 clusters Score -2.112195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -21121960.000000 Penalty: 14302.950195
	Iteration 40F: 3 clusters Score -2.112196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -21121968.000000 Penalty: 14302.950195
	Iteration 41Q: 3 clusters Score -2.112197e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -21121984.000000 Penalty: 14302.950195
	Iteration 42Q: 3 clusters Score -2.112198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -21121976.000000 Penalty: 14302.950195
	Iteration 43Q: 3 clusters Score -2.112198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -21121986.000000 Penalty: 14302.950195
	Iteration 44Q: 3 clusters Score -2.112199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -21121982.000000 Penalty: 14302.950195
	Iteration 45Q: 3 clusters Score -2.112198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104777 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -21122012.000000 Penalty: 14302.950195
	Iteration 46Q: 3 clusters Score -2.112201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -21121992.000000 Penalty: 14302.950195
	Iteration 47Q: 3 clusters Score -2.112199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -21121984.000000 Penalty: 14302.950195
	Iteration 48Q: 3 clusters Score -2.112198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -21122002.000000 Penalty: 14302.950195
	Iteration 49Q: 3 clusters Score -2.1122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -21122022.000000 Penalty: 14302.950195
	Iteration 50Q: 3 clusters Score -2.112202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -21122028.000000 Penalty: 14302.950195
	Iteration 51Q: 3 clusters Score -2.112203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -21122006.000000 Penalty: 14302.950195
	Iteration 52Q: 3 clusters Score -2.112201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -21122012.000000 Penalty: 14302.950195
	Iteration 53Q: 3 clusters Score -2.112201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -21122018.000000 Penalty: 14302.950195
	Iteration 54Q: 3 clusters Score -2.112202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -21122024.000000 Penalty: 14302.950195
	Iteration 55Q: 3 clusters Score -2.112202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -21121986.000000 Penalty: 14302.950195
	Iteration 56Q: 3 clusters Score -2.112199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -21121988.000000 Penalty: 14302.950195
	Iteration 57Q: 3 clusters Score -2.112199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -21122002.000000 Penalty: 14302.950195
	Iteration 58Q: 3 clusters Score -2.1122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -21121998.000000 Penalty: 14302.950195
	Iteration 59Q: 3 clusters Score -2.1122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -21121988.000000 Penalty: 14302.950195
	Iteration 60F: 3 clusters Score -2.112199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -21121994.000000 Penalty: 14302.950195
	Iteration 61Q: 3 clusters Score -2.112199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -21121992.000000 Penalty: 14302.950195
	Iteration 62Q: 3 clusters Score -2.112199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -21121978.000000 Penalty: 14302.950195
	Iteration 63Q: 3 clusters Score -2.112198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -21121974.000000 Penalty: 14302.950195
	Iteration 64Q: 3 clusters Score -2.112197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -21121974.000000 Penalty: 14302.950195
	Iteration 65F: 3 clusters Score -2.112197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148350 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 62944 members 
Mstep: Class 10 contains 472156 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 76124 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15710 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 12800 members 
Entering Unmasked Estep 
Score: -226834592.000000 Penalty: 241171.093750
Splitting cluster 4 changes total score from -226833792.000000 to -226834592.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -1810133.625000 Penalty: 5646.395996
	Iteration 0F: 2 clusters Score -1810134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1799944.000000 Penalty: 11292.791992
	Iteration 0F: 3 clusters Score -1799944 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1802145.375000 Penalty: 11292.791992
	Iteration 1F: 3 clusters Score -1802145 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1802713.750000 Penalty: 11292.791992
	Iteration 2F: 3 clusters Score -1802714 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1803162.250000 Penalty: 11292.791992
	Iteration 3F: 3 clusters Score -1803162 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1803703.250000 Penalty: 11292.791992
	Iteration 4F: 3 clusters Score -1803703 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1804531.875000 Penalty: 11292.791992
	Iteration 5F: 3 clusters Score -1804532 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1805511.500000 Penalty: 11292.791992
	Iteration 6F: 3 clusters Score -1805512 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1806452.500000 Penalty: 11292.791992
	Iteration 7F: 3 clusters Score -1806452 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1807114.750000 Penalty: 11292.791992
	Iteration 8F: 3 clusters Score -1807115 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1807522.625000 Penalty: 11292.791992
	Iteration 9Q: 3 clusters Score -1807523 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1807786.875000 Penalty: 11292.791992
	Iteration 10Q: 3 clusters Score -1807787 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1807994.250000 Penalty: 11292.791992
	Iteration 11Q: 3 clusters Score -1807994 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1808110.500000 Penalty: 11292.791992
	Iteration 12Q: 3 clusters Score -1808110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1808176.125000 Penalty: 11292.791992
	Iteration 13Q: 3 clusters Score -1808176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1808208.375000 Penalty: 11292.791992
	Iteration 14Q: 3 clusters Score -1808208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1808233.500000 Penalty: 11292.791992
	Iteration 15Q: 3 clusters Score -1808234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1808247.125000 Penalty: 11292.791992
	Iteration 16Q: 3 clusters Score -1808247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1808255.625000 Penalty: 11292.791992
	Iteration 17Q: 3 clusters Score -1808256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1808267.250000 Penalty: 11292.791992
	Iteration 18Q: 3 clusters Score -1808267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1808270.125000 Penalty: 11292.791992
	Iteration 19Q: 3 clusters Score -1808270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1808276.000000 Penalty: 11292.791992
	Iteration 20F: 3 clusters Score -1808276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1808278.375000 Penalty: 11292.791992
	Iteration 21Q: 3 clusters Score -1808278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1808281.125000 Penalty: 11292.791992
	Iteration 22Q: 3 clusters Score -1808281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1808284.375000 Penalty: 11292.791992
	Iteration 23Q: 3 clusters Score -1808284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1808283.250000 Penalty: 11292.791992
	Iteration 24Q: 3 clusters Score -1808283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1808287.125000 Penalty: 11292.791992
	Iteration 25Q: 3 clusters Score -1808287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1808287.375000 Penalty: 11292.791992
	Iteration 26Q: 3 clusters Score -1808287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1808290.750000 Penalty: 11292.791992
	Iteration 27Q: 3 clusters Score -1808291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1808290.750000 Penalty: 11292.791992
	Iteration 28F: 3 clusters Score -1808291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Entering Unmasked Estep 
Score: -26980676.000000 Penalty: 7293.239258
	Iteration 0F: 2 clusters Score -2.698068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -26881208.000000 Penalty: 14586.478516
	Iteration 0F: 3 clusters Score -2.688121e+07 nChanged 68798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -26919896.000000 Penalty: 14586.478516
	Iteration 1F: 3 clusters Score -2.69199e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -26921428.000000 Penalty: 14586.478516
	Iteration 2Q: 3 clusters Score -2.692143e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -26923142.000000 Penalty: 14586.478516
	Iteration 3Q: 3 clusters Score -2.692314e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -26925500.000000 Penalty: 14586.478516
	Iteration 4Q: 3 clusters Score -2.69255e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -26928358.000000 Penalty: 14586.478516
	Iteration 5Q: 3 clusters Score -2.692836e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -26931872.000000 Penalty: 14586.478516
	Iteration 6Q: 3 clusters Score -2.693187e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -26935676.000000 Penalty: 14586.478516
	Iteration 7Q: 3 clusters Score -2.693568e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -26939822.000000 Penalty: 14586.478516
	Iteration 8F: 3 clusters Score -2.693982e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -26944852.000000 Penalty: 14586.478516
	Iteration 9F: 3 clusters Score -2.694485e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -26949986.000000 Penalty: 14586.478516
	Iteration 10F: 3 clusters Score -2.694999e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -26954282.000000 Penalty: 14586.478516
	Iteration 11F: 3 clusters Score -2.695428e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -26956720.000000 Penalty: 14586.478516
	Iteration 12Q: 3 clusters Score -2.695672e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -26958444.000000 Penalty: 14586.478516
	Iteration 13Q: 3 clusters Score -2.695844e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -26959724.000000 Penalty: 14586.478516
	Iteration 14Q: 3 clusters Score -2.695972e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -26960818.000000 Penalty: 14586.478516
	Iteration 15Q: 3 clusters Score -2.696082e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -26962036.000000 Penalty: 14586.478516
	Iteration 16Q: 3 clusters Score -2.696204e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -26963150.000000 Penalty: 14586.478516
	Iteration 17Q: 3 clusters Score -2.696315e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -26964176.000000 Penalty: 14586.478516
	Iteration 18Q: 3 clusters Score -2.696418e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -26965284.000000 Penalty: 14586.478516
	Iteration 19Q: 3 clusters Score -2.696528e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -26966270.000000 Penalty: 14586.478516
	Iteration 20F: 3 clusters Score -2.696627e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -26967218.000000 Penalty: 14586.478516
	Iteration 21Q: 3 clusters Score -2.696722e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -26968028.000000 Penalty: 14586.478516
	Iteration 22Q: 3 clusters Score -2.696803e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -26968794.000000 Penalty: 14586.478516
	Iteration 23Q: 3 clusters Score -2.696879e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -26969930.000000 Penalty: 14586.478516
	Iteration 24Q: 3 clusters Score -2.696993e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -26970922.000000 Penalty: 14586.478516
	Iteration 25Q: 3 clusters Score -2.697092e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -26972174.000000 Penalty: 14586.478516
	Iteration 26Q: 3 clusters Score -2.697217e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -26973534.000000 Penalty: 14586.478516
	Iteration 27Q: 3 clusters Score -2.697353e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -26974704.000000 Penalty: 14586.478516
	Iteration 28Q: 3 clusters Score -2.69747e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -26975762.000000 Penalty: 14586.478516
	Iteration 29Q: 3 clusters Score -2.697576e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 124272 members 
Entering Unmasked Estep 
Score: -26976432.000000 Penalty: 14586.478516
	Iteration 30Q: 3 clusters Score -2.697643e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 125423 members 
Entering Unmasked Estep 
Score: -26976942.000000 Penalty: 14586.478516
	Iteration 31Q: 3 clusters Score -2.697694e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -26977114.000000 Penalty: 14586.478516
	Iteration 32Q: 3 clusters Score -2.697711e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -26977278.000000 Penalty: 14586.478516
	Iteration 33Q: 3 clusters Score -2.697728e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 127533 members 
Entering Unmasked Estep 
Score: -26977374.000000 Penalty: 14586.478516
	Iteration 34Q: 3 clusters Score -2.697737e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -26977488.000000 Penalty: 14586.478516
	Iteration 35Q: 3 clusters Score -2.697749e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 128371 members 
Entering Unmasked Estep 
Score: -26977484.000000 Penalty: 14586.478516
	Iteration 36Q: 3 clusters Score -2.697748e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -26977568.000000 Penalty: 14586.478516
	Iteration 37Q: 3 clusters Score -2.697757e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 128999 members 
Entering Unmasked Estep 
Score: -26977654.000000 Penalty: 14586.478516
	Iteration 38Q: 3 clusters Score -2.697765e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 129233 members 
Entering Unmasked Estep 
Score: -26977680.000000 Penalty: 14586.478516
	Iteration 39Q: 3 clusters Score -2.697768e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -26977714.000000 Penalty: 14586.478516
	Iteration 40F: 3 clusters Score -2.697771e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -26977710.000000 Penalty: 14586.478516
	Iteration 41Q: 3 clusters Score -2.697771e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 129762 members 
Entering Unmasked Estep 
Score: -26977742.000000 Penalty: 14586.478516
	Iteration 42Q: 3 clusters Score -2.697774e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 129885 members 
Entering Unmasked Estep 
Score: -26977696.000000 Penalty: 14586.478516
	Iteration 43Q: 3 clusters Score -2.69777e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 129987 members 
Entering Unmasked Estep 
Score: -26977772.000000 Penalty: 14586.478516
	Iteration 44Q: 3 clusters Score -2.697777e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -26977790.000000 Penalty: 14586.478516
	Iteration 45Q: 3 clusters Score -2.697779e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -26977808.000000 Penalty: 14586.478516
	Iteration 46Q: 3 clusters Score -2.697781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 130229 members 
Entering Unmasked Estep 
Score: -26977808.000000 Penalty: 14586.478516
	Iteration 47Q: 3 clusters Score -2.697781e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 130295 members 
Entering Unmasked Estep 
Score: -26977840.000000 Penalty: 14586.478516
	Iteration 48Q: 3 clusters Score -2.697784e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -26977850.000000 Penalty: 14586.478516
	Iteration 49Q: 3 clusters Score -2.697785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 130381 members 
Entering Unmasked Estep 
Score: -26977846.000000 Penalty: 14586.478516
	Iteration 50Q: 3 clusters Score -2.697785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 130407 members 
Entering Unmasked Estep 
Score: -26977868.000000 Penalty: 14586.478516
	Iteration 51Q: 3 clusters Score -2.697787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 130433 members 
Entering Unmasked Estep 
Score: -26977852.000000 Penalty: 14586.478516
	Iteration 52Q: 3 clusters Score -2.697785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 130454 members 
Entering Unmasked Estep 
Score: -26977860.000000 Penalty: 14586.478516
	Iteration 53Q: 3 clusters Score -2.697786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 130473 members 
Entering Unmasked Estep 
Score: -26977880.000000 Penalty: 14586.478516
	Iteration 54Q: 3 clusters Score -2.697788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -26977878.000000 Penalty: 14586.478516
	Iteration 55Q: 3 clusters Score -2.697788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
Score: -26977928.000000 Penalty: 14586.478516
	Iteration 56Q: 3 clusters Score -2.697793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 130550 members 
Entering Unmasked Estep 
Score: -26977948.000000 Penalty: 14586.478516
	Iteration 57Q: 3 clusters Score -2.697795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -26977942.000000 Penalty: 14586.478516
	Iteration 58Q: 3 clusters Score -2.697794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 130603 members 
Entering Unmasked Estep 
Score: -26977948.000000 Penalty: 14586.478516
	Iteration 59Q: 3 clusters Score -2.697795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 130626 members 
Entering Unmasked Estep 
Score: -26977938.000000 Penalty: 14586.478516
	Iteration 60F: 3 clusters Score -2.697794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -26977938.000000 Penalty: 14586.478516
	Iteration 61Q: 3 clusters Score -2.697794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -26977936.000000 Penalty: 14586.478516
	Iteration 62Q: 3 clusters Score -2.697794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 130664 members 
Entering Unmasked Estep 
Score: -26977946.000000 Penalty: 14586.478516
	Iteration 63Q: 3 clusters Score -2.697795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -26977932.000000 Penalty: 14586.478516
	Iteration 64Q: 3 clusters Score -2.697793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -26977932.000000 Penalty: 14586.478516
	Iteration 65Q: 3 clusters Score -2.697793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -26977914.000000 Penalty: 14586.478516
	Iteration 66Q: 3 clusters Score -2.697791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -26977896.000000 Penalty: 14586.478516
	Iteration 67Q: 3 clusters Score -2.69779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 130728 members 
Entering Unmasked Estep 
Score: -26977912.000000 Penalty: 14586.478516
	Iteration 68Q: 3 clusters Score -2.697791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -26977904.000000 Penalty: 14586.478516
	Iteration 69Q: 3 clusters Score -2.69779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -26977910.000000 Penalty: 14586.478516
	Iteration 70Q: 3 clusters Score -2.697791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -26977896.000000 Penalty: 14586.478516
	Iteration 71Q: 3 clusters Score -2.69779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 130755 members 
Entering Unmasked Estep 
Score: -26977894.000000 Penalty: 14586.478516
	Iteration 72Q: 3 clusters Score -2.697789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -26977900.000000 Penalty: 14586.478516
	Iteration 73Q: 3 clusters Score -2.69779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -26977886.000000 Penalty: 14586.478516
	Iteration 74Q: 3 clusters Score -2.697789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 130771 members 
Entering Unmasked Estep 
Score: -26977898.000000 Penalty: 14586.478516
	Iteration 75Q: 3 clusters Score -2.69779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 130774 members 
Entering Unmasked Estep 
Score: -26977884.000000 Penalty: 14586.478516
	Iteration 76Q: 3 clusters Score -2.697788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 130777 members 
Entering Unmasked Estep 
Score: -26977882.000000 Penalty: 14586.478516
	Iteration 77Q: 3 clusters Score -2.697788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -26977898.000000 Penalty: 14586.478516
	Iteration 78Q: 3 clusters Score -2.69779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -26977900.000000 Penalty: 14586.478516
	Iteration 79Q: 3 clusters Score -2.69779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -26977910.000000 Penalty: 14586.478516
	Iteration 80F: 3 clusters Score -2.697791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 130783 members 
Entering Unmasked Estep 
Score: -26977904.000000 Penalty: 14586.478516
	Iteration 81Q: 3 clusters Score -2.69779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 130786 members 
Entering Unmasked Estep 
Score: -26977902.000000 Penalty: 14586.478516
	Iteration 82Q: 3 clusters Score -2.69779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 130788 members 
Entering Unmasked Estep 
Score: -26977910.000000 Penalty: 14586.478516
	Iteration 83Q: 3 clusters Score -2.697791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 130788 members 
Entering Unmasked Estep 
Score: -26977910.000000 Penalty: 14586.478516
	Iteration 84F: 3 clusters Score -2.697791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -1450482.000000 Penalty: 5531.984863
	Iteration 0F: 2 clusters Score -1450482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1441357.875000 Penalty: 11063.969727
	Iteration 0F: 3 clusters Score -1441358 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1443074.125000 Penalty: 11063.969727
	Iteration 1F: 3 clusters Score -1443074 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1443427.000000 Penalty: 11063.969727
	Iteration 2F: 3 clusters Score -1443427 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1443630.750000 Penalty: 11063.969727
	Iteration 3Q: 3 clusters Score -1443631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1443753.000000 Penalty: 11063.969727
	Iteration 4Q: 3 clusters Score -1443753 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1443851.375000 Penalty: 11063.969727
	Iteration 5Q: 3 clusters Score -1443851 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1443919.625000 Penalty: 11063.969727
	Iteration 6Q: 3 clusters Score -1443920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1443994.000000 Penalty: 11063.969727
	Iteration 7Q: 3 clusters Score -1443994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1444055.500000 Penalty: 11063.969727
	Iteration 8Q: 3 clusters Score -1444056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1444111.750000 Penalty: 11063.969727
	Iteration 9Q: 3 clusters Score -1444112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1444159.250000 Penalty: 11063.969727
	Iteration 10Q: 3 clusters Score -1444159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1444217.125000 Penalty: 11063.969727
	Iteration 11Q: 3 clusters Score -1444217 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1444273.500000 Penalty: 11063.969727
	Iteration 12Q: 3 clusters Score -1444274 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1444336.125000 Penalty: 11063.969727
	Iteration 13Q: 3 clusters Score -1444336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1444401.250000 Penalty: 11063.969727
	Iteration 14Q: 3 clusters Score -1444401 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1444490.000000 Penalty: 11063.969727
	Iteration 15Q: 3 clusters Score -1444490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1444589.875000 Penalty: 11063.969727
	Iteration 16Q: 3 clusters Score -1444590 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1444718.125000 Penalty: 11063.969727
	Iteration 17Q: 3 clusters Score -1444718 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1444886.250000 Penalty: 11063.969727
	Iteration 18Q: 3 clusters Score -1444886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1445089.500000 Penalty: 11063.969727
	Iteration 19Q: 3 clusters Score -1445090 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1445347.750000 Penalty: 11063.969727
	Iteration 20F: 3 clusters Score -1445348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1445623.875000 Penalty: 11063.969727
	Iteration 21Q: 3 clusters Score -1445624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1445917.625000 Penalty: 11063.969727
	Iteration 22Q: 3 clusters Score -1445918 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1446179.625000 Penalty: 11063.969727
	Iteration 23Q: 3 clusters Score -1446180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1446445.250000 Penalty: 11063.969727
	Iteration 24Q: 3 clusters Score -1446445 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1446642.750000 Penalty: 11063.969727
	Iteration 25Q: 3 clusters Score -1446643 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1446767.000000 Penalty: 11063.969727
	Iteration 26Q: 3 clusters Score -1446767 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1446845.375000 Penalty: 11063.969727
	Iteration 27Q: 3 clusters Score -1446845 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1446900.500000 Penalty: 11063.969727
	Iteration 28Q: 3 clusters Score -1446900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1446941.625000 Penalty: 11063.969727
	Iteration 29Q: 3 clusters Score -1446942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1446977.125000 Penalty: 11063.969727
	Iteration 30Q: 3 clusters Score -1446977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1447008.750000 Penalty: 11063.969727
	Iteration 31Q: 3 clusters Score -1447009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1447025.500000 Penalty: 11063.969727
	Iteration 32Q: 3 clusters Score -1447026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1447039.875000 Penalty: 11063.969727
	Iteration 33Q: 3 clusters Score -1447040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1447050.375000 Penalty: 11063.969727
	Iteration 34Q: 3 clusters Score -1447050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1447060.500000 Penalty: 11063.969727
	Iteration 35Q: 3 clusters Score -1447060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1447070.250000 Penalty: 11063.969727
	Iteration 36Q: 3 clusters Score -1447070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1447072.000000 Penalty: 11063.969727
	Iteration 37Q: 3 clusters Score -1447072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1447073.375000 Penalty: 11063.969727
	Iteration 38Q: 3 clusters Score -1447073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1447073.375000 Penalty: 11063.969727
	Iteration 39F: 3 clusters Score -1447073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Entering Unmasked Estep 
Score: -6952211.500000 Penalty: 6479.640625
	Iteration 0F: 2 clusters Score -6952212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6923364.500000 Penalty: 12959.281250
	Iteration 0F: 3 clusters Score -6923364 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6932464.000000 Penalty: 12959.281250
	Iteration 1F: 3 clusters Score -6932464 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -6933340.500000 Penalty: 12959.281250
	Iteration 2F: 3 clusters Score -6933340 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -6934178.000000 Penalty: 12959.281250
	Iteration 3Q: 3 clusters Score -6934178 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -6935218.500000 Penalty: 12959.281250
	Iteration 4Q: 3 clusters Score -6935218 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -6936387.000000 Penalty: 12959.281250
	Iteration 5Q: 3 clusters Score -6936387 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -6937707.500000 Penalty: 12959.281250
	Iteration 6F: 3 clusters Score -6937708 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -6939245.500000 Penalty: 12959.281250
	Iteration 7F: 3 clusters Score -6939246 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -6940865.500000 Penalty: 12959.281250
	Iteration 8F: 3 clusters Score -6940866 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -6942181.000000 Penalty: 12959.281250
	Iteration 9F: 3 clusters Score -6942181 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -6943109.000000 Penalty: 12959.281250
	Iteration 10Q: 3 clusters Score -6943109 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6943664 nChanged 1039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6944016.500000 Penalty: 12959.281250
	Iteration 12Q: 3 clusters Score -6944016 nChanged 783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6944300 nChanged 628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6944468 nChanged 546
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Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6944630 nChanged 451
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Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6944747 nChanged 414
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Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6944864 nChanged 412
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Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6944949 nChanged 409
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Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6945082 nChanged 454
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Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6945250 nChanged 455
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Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6945366 nChanged 441
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Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6945518 nChanged 468
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Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6945684 nChanged 479
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Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6945885 nChanged 488
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Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6945996 nChanged 455
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Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6946125 nChanged 453
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Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6946228 nChanged 445
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Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6946340 nChanged 435
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Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6946487 nChanged 396
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Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6946618 nChanged 403
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Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6946688 nChanged 355
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Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6946779 nChanged 302
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Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6946837 nChanged 290
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Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6946902 nChanged 238
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Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6946943 nChanged 244
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Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6946962 nChanged 211
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Mstep: Class 1 contains 21539 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6947014 nChanged 179
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6947024 nChanged 171
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Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6947038 nChanged 147
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Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6947100 nChanged 135
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Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6947090 nChanged 140
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Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6947110 nChanged 112
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Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6947125 nChanged 118
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Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6947124 nChanged 124
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6947136 nChanged 95
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Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6947161 nChanged 76
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6947156 nChanged 69
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6947170 nChanged 60
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	Iteration 49Q: 3 clusters Score -6947194 nChanged 52
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Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6947206 nChanged 60
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Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6947203 nChanged 61
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Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6947212 nChanged 46
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Mstep: Class 1 contains 21432 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6947237 nChanged 44
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Mstep: Class 1 contains 21442 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6947226 nChanged 33
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Mstep: Class 1 contains 21437 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6947222 nChanged 28
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	Iteration 56Q: 3 clusters Score -6947218 nChanged 23
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	Iteration 57Q: 3 clusters Score -6947227 nChanged 18
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6947231 nChanged 16
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	Iteration 59Q: 3 clusters Score -6947223 nChanged 18
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Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6947231 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6947238 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6947234 nChanged 18
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6947246 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -6947241.500000 Penalty: 12959.281250
	Iteration 64Q: 3 clusters Score -6947242 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -6947243.500000 Penalty: 12959.281250
	Iteration 65Q: 3 clusters Score -6947244 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6947234 nChanged 3
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	Iteration 67Q: 3 clusters Score -6947236 nChanged 3
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	Iteration 68Q: 3 clusters Score -6947236 nChanged 1
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	Iteration 69Q: 3 clusters Score -6947241 nChanged 1
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	Iteration 70Q: 3 clusters Score -6947236 nChanged 1
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	Iteration 71Q: 3 clusters Score -6947238 nChanged 1
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	Iteration 72Q: 3 clusters Score -6947240 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6947239 nChanged 6
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	Iteration 74Q: 3 clusters Score -6947244 nChanged 2
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	Iteration 75Q: 3 clusters Score -6947241 nChanged 3
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6947236 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6947244 nChanged 11
Entering Unmasked Mstep 
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	Iteration 78Q: 3 clusters Score -6947247 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6947250 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6947234 nChanged 9
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	Iteration 81Q: 3 clusters Score -6947241 nChanged 10
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	Iteration 82Q: 3 clusters Score -6947248 nChanged 6
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	Iteration 83Q: 3 clusters Score -6947272 nChanged 5
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	Iteration 84Q: 3 clusters Score -6947262 nChanged 3
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	Iteration 85Q: 3 clusters Score -6947252 nChanged 2
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	Iteration 86Q: 3 clusters Score -6947254 nChanged 2
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	Iteration 87Q: 3 clusters Score -6947254 nChanged 5
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	Iteration 88Q: 3 clusters Score -6947258 nChanged 6
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	Iteration 89Q: 3 clusters Score -6947266 nChanged 5
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	Iteration 90Q: 3 clusters Score -6947264 nChanged 8
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	Iteration 91Q: 3 clusters Score -6947254 nChanged 5
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	Iteration 92Q: 3 clusters Score -6947255 nChanged 2
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	Iteration 93Q: 3 clusters Score -6947253 nChanged 4
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	Iteration 94Q: 3 clusters Score -6947256 nChanged 1
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	Iteration 95Q: 3 clusters Score -6947252 nChanged 4
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	Iteration 96Q: 3 clusters Score -6947254 nChanged 4
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	Iteration 97Q: 3 clusters Score -6947258 nChanged 2
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	Iteration 98Q: 3 clusters Score -6947265 nChanged 3
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	Iteration 99Q: 3 clusters Score -6947257 nChanged 1
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	Iteration 100F: 3 clusters Score -6947261 nChanged 1
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	Iteration 101Q: 3 clusters Score -6947260 nChanged 2
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	Iteration 102Q: 3 clusters Score -6947264 nChanged 1
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	Iteration 103Q: 3 clusters Score -6947260 nChanged 2
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Entering Unmasked Estep 
Score: -6947251.500000 Penalty: 12959.281250
	Iteration 104Q: 3 clusters Score -6947252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6947255.500000 Penalty: 12959.281250
	Iteration 105Q: 3 clusters Score -6947256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -6947257.000000 Penalty: 12959.281250
	Iteration 106Q: 3 clusters Score -6947257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -6947257.000000 Penalty: 12959.281250
	Iteration 107F: 3 clusters Score -6947257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Entering Unmasked Estep 
Score: -11409055.000000 Penalty: 6768.125488
	Iteration 0F: 2 clusters Score -1.140906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -11364769.000000 Penalty: 13536.250977
	Iteration 0F: 3 clusters Score -1.136477e+07 nChanged 28234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -11379751.000000 Penalty: 13536.250977
	Iteration 1F: 3 clusters Score -1.137975e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -11380650.000000 Penalty: 13536.250977
	Iteration 2Q: 3 clusters Score -1.138065e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -11381305.000000 Penalty: 13536.250977
	Iteration 3Q: 3 clusters Score -1.13813e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -11381764.000000 Penalty: 13536.250977
	Iteration 4Q: 3 clusters Score -1.138176e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -11382229.000000 Penalty: 13536.250977
	Iteration 5Q: 3 clusters Score -1.138223e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -11382637.000000 Penalty: 13536.250977
	Iteration 6Q: 3 clusters Score -1.138264e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -11383048.000000 Penalty: 13536.250977
	Iteration 7Q: 3 clusters Score -1.138305e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -11383339.000000 Penalty: 13536.250977
	Iteration 8Q: 3 clusters Score -1.138334e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -11383628.000000 Penalty: 13536.250977
	Iteration 9Q: 3 clusters Score -1.138363e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -11383986.000000 Penalty: 13536.250977
	Iteration 10Q: 3 clusters Score -1.138399e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -11384303.000000 Penalty: 13536.250977
	Iteration 11Q: 3 clusters Score -1.13843e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -11384713.000000 Penalty: 13536.250977
	Iteration 12Q: 3 clusters Score -1.138471e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -11385069.000000 Penalty: 13536.250977
	Iteration 13Q: 3 clusters Score -1.138507e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -11385533.000000 Penalty: 13536.250977
	Iteration 14Q: 3 clusters Score -1.138553e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -11386095.000000 Penalty: 13536.250977
	Iteration 15Q: 3 clusters Score -1.13861e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -11386659.000000 Penalty: 13536.250977
	Iteration 16Q: 3 clusters Score -1.138666e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -11387299.000000 Penalty: 13536.250977
	Iteration 17Q: 3 clusters Score -1.13873e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -11388075.000000 Penalty: 13536.250977
	Iteration 18Q: 3 clusters Score -1.138808e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -11388967.000000 Penalty: 13536.250977
	Iteration 19Q: 3 clusters Score -1.138897e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -11389958.000000 Penalty: 13536.250977
	Iteration 20F: 3 clusters Score -1.138996e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -11391011.000000 Penalty: 13536.250977
	Iteration 21Q: 3 clusters Score -1.139101e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -11392202.000000 Penalty: 13536.250977
	Iteration 22Q: 3 clusters Score -1.13922e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -11393474.000000 Penalty: 13536.250977
	Iteration 23Q: 3 clusters Score -1.139347e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -11394871.000000 Penalty: 13536.250977
	Iteration 24Q: 3 clusters Score -1.139487e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -11396423.000000 Penalty: 13536.250977
	Iteration 25Q: 3 clusters Score -1.139642e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -11397735.000000 Penalty: 13536.250977
	Iteration 26Q: 3 clusters Score -1.139774e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -11398802.000000 Penalty: 13536.250977
	Iteration 27Q: 3 clusters Score -1.13988e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -11399669.000000 Penalty: 13536.250977
	Iteration 28Q: 3 clusters Score -1.139967e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -11400320.000000 Penalty: 13536.250977
	Iteration 29Q: 3 clusters Score -1.140032e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -11400737.000000 Penalty: 13536.250977
	Iteration 30Q: 3 clusters Score -1.140074e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -11400988.000000 Penalty: 13536.250977
	Iteration 31Q: 3 clusters Score -1.140099e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -11401266.000000 Penalty: 13536.250977
	Iteration 32Q: 3 clusters Score -1.140127e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -11401484.000000 Penalty: 13536.250977
	Iteration 33Q: 3 clusters Score -1.140148e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -11401706.000000 Penalty: 13536.250977
	Iteration 34Q: 3 clusters Score -1.140171e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -11401828.000000 Penalty: 13536.250977
	Iteration 35Q: 3 clusters Score -1.140183e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -11401930.000000 Penalty: 13536.250977
	Iteration 36Q: 3 clusters Score -1.140193e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -11402015.000000 Penalty: 13536.250977
	Iteration 37Q: 3 clusters Score -1.140202e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11402121.000000 Penalty: 13536.250977
	Iteration 38Q: 3 clusters Score -1.140212e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11402180.000000 Penalty: 13536.250977
	Iteration 39Q: 3 clusters Score -1.140218e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -11402230.000000 Penalty: 13536.250977
	Iteration 40F: 3 clusters Score -1.140223e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11402310.000000 Penalty: 13536.250977
	Iteration 41Q: 3 clusters Score -1.140231e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -11402372.000000 Penalty: 13536.250977
	Iteration 42Q: 3 clusters Score -1.140237e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11402468.000000 Penalty: 13536.250977
	Iteration 43Q: 3 clusters Score -1.140247e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11402511.000000 Penalty: 13536.250977
	Iteration 44Q: 3 clusters Score -1.140251e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11402568.000000 Penalty: 13536.250977
	Iteration 45Q: 3 clusters Score -1.140257e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11402626.000000 Penalty: 13536.250977
	Iteration 46Q: 3 clusters Score -1.140263e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11402666.000000 Penalty: 13536.250977
	Iteration 47Q: 3 clusters Score -1.140267e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11402703.000000 Penalty: 13536.250977
	Iteration 48Q: 3 clusters Score -1.14027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11402739.000000 Penalty: 13536.250977
	Iteration 49Q: 3 clusters Score -1.140274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11402755.000000 Penalty: 13536.250977
	Iteration 50Q: 3 clusters Score -1.140276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11402755.000000 Penalty: 13536.250977
	Iteration 51Q: 3 clusters Score -1.140276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11402787.000000 Penalty: 13536.250977
	Iteration 52Q: 3 clusters Score -1.140279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11402796.000000 Penalty: 13536.250977
	Iteration 53Q: 3 clusters Score -1.14028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11402824.000000 Penalty: 13536.250977
	Iteration 54Q: 3 clusters Score -1.140282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11402847.000000 Penalty: 13536.250977
	Iteration 55Q: 3 clusters Score -1.140285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11402853.000000 Penalty: 13536.250977
	Iteration 56Q: 3 clusters Score -1.140285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11402860.000000 Penalty: 13536.250977
	Iteration 57Q: 3 clusters Score -1.140286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11402891.000000 Penalty: 13536.250977
	Iteration 58Q: 3 clusters Score -1.140289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11402880.000000 Penalty: 13536.250977
	Iteration 59Q: 3 clusters Score -1.140288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11402896.000000 Penalty: 13536.250977
	Iteration 60F: 3 clusters Score -1.14029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11402894.000000 Penalty: 13536.250977
	Iteration 61Q: 3 clusters Score -1.140289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11402888.000000 Penalty: 13536.250977
	Iteration 62Q: 3 clusters Score -1.140289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11402904.000000 Penalty: 13536.250977
	Iteration 63Q: 3 clusters Score -1.14029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11402901.000000 Penalty: 13536.250977
	Iteration 64Q: 3 clusters Score -1.14029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11402917.000000 Penalty: 13536.250977
	Iteration 65Q: 3 clusters Score -1.140292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11402918.000000 Penalty: 13536.250977
	Iteration 66Q: 3 clusters Score -1.140292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11402908.000000 Penalty: 13536.250977
	Iteration 67Q: 3 clusters Score -1.140291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11402930.000000 Penalty: 13536.250977
	Iteration 68Q: 3 clusters Score -1.140293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11402930.000000 Penalty: 13536.250977
	Iteration 69Q: 3 clusters Score -1.140293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11402940.000000 Penalty: 13536.250977
	Iteration 70Q: 3 clusters Score -1.140294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11402952.000000 Penalty: 13536.250977
	Iteration 71Q: 3 clusters Score -1.140295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11402951.000000 Penalty: 13536.250977
	Iteration 72Q: 3 clusters Score -1.140295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11402941.000000 Penalty: 13536.250977
	Iteration 73Q: 3 clusters Score -1.140294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11402957.000000 Penalty: 13536.250977
	Iteration 74Q: 3 clusters Score -1.140296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11402962.000000 Penalty: 13536.250977
	Iteration 75Q: 3 clusters Score -1.140296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11402945.000000 Penalty: 13536.250977
	Iteration 76Q: 3 clusters Score -1.140294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11402946.000000 Penalty: 13536.250977
	Iteration 77Q: 3 clusters Score -1.140295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11402950.000000 Penalty: 13536.250977
	Iteration 78Q: 3 clusters Score -1.140295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11402955.000000 Penalty: 13536.250977
	Iteration 79Q: 3 clusters Score -1.140296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11402945.000000 Penalty: 13536.250977
	Iteration 80F: 3 clusters Score -1.140294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11402955.000000 Penalty: 13536.250977
	Iteration 81Q: 3 clusters Score -1.140296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11402948.000000 Penalty: 13536.250977
	Iteration 82Q: 3 clusters Score -1.140295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11402958.000000 Penalty: 13536.250977
	Iteration 83Q: 3 clusters Score -1.140296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11402961.000000 Penalty: 13536.250977
	Iteration 84Q: 3 clusters Score -1.140296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11402954.000000 Penalty: 13536.250977
	Iteration 85Q: 3 clusters Score -1.140295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11402973.000000 Penalty: 13536.250977
	Iteration 86Q: 3 clusters Score -1.140297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11402974.000000 Penalty: 13536.250977
	Iteration 87Q: 3 clusters Score -1.140297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11402988.000000 Penalty: 13536.250977
	Iteration 88Q: 3 clusters Score -1.140299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11402988.000000 Penalty: 13536.250977
	Iteration 89F: 3 clusters Score -1.140299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (472156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472156 members 
Entering Unmasked Estep 
Score: -85286856.000000 Penalty: 8002.352051
	Iteration 0F: 2 clusters Score -8.528686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236072 members 
Mstep: Class 2 contains 236084 members 
Entering Unmasked Estep 
Score: -84988512.000000 Penalty: 16004.704102
	Iteration 0F: 3 clusters Score -8.498851e+07 nChanged 226825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234583 members 
Mstep: Class 2 contains 237573 members 
Entering Unmasked Estep 
Score: -85120896.000000 Penalty: 16004.704102
	Iteration 1F: 3 clusters Score -8.51209e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233209 members 
Mstep: Class 2 contains 238947 members 
Entering Unmasked Estep 
Score: -85122872.000000 Penalty: 16004.704102
	Iteration 2Q: 3 clusters Score -8.512287e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230944 members 
Mstep: Class 2 contains 241212 members 
Entering Unmasked Estep 
Score: -85125400.000000 Penalty: 16004.704102
	Iteration 3Q: 3 clusters Score -8.51254e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227546 members 
Mstep: Class 2 contains 244610 members 
Entering Unmasked Estep 
Score: -85128296.000000 Penalty: 16004.704102
	Iteration 4Q: 3 clusters Score -8.51283e+07 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222284 members 
Mstep: Class 2 contains 249872 members 
Entering Unmasked Estep 
Score: -85131552.000000 Penalty: 16004.704102
	Iteration 5Q: 3 clusters Score -8.513155e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214308 members 
Mstep: Class 2 contains 257848 members 
Entering Unmasked Estep 
Score: -85136712.000000 Penalty: 16004.704102
	Iteration 6Q: 3 clusters Score -8.513671e+07 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202857 members 
Mstep: Class 2 contains 269299 members 
Entering Unmasked Estep 
Score: -85143672.000000 Penalty: 16004.704102
	Iteration 7Q: 3 clusters Score -8.514367e+07 nChanged 22510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186625 members 
Mstep: Class 2 contains 285531 members 
Entering Unmasked Estep 
Score: -85153528.000000 Penalty: 16004.704102
	Iteration 8Q: 3 clusters Score -8.515353e+07 nChanged 26587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 307284 members 
Entering Unmasked Estep 
Score: -85168584.000000 Penalty: 16004.704102
	Iteration 9F: 3 clusters Score -8.516858e+07 nChanged 30434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137662 members 
Mstep: Class 2 contains 334494 members 
Entering Unmasked Estep 
Score: -85188768.000000 Penalty: 16004.704102
	Iteration 10F: 3 clusters Score -8.518877e+07 nChanged 32690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 365410 members 
Entering Unmasked Estep 
Score: -85213048.000000 Penalty: 16004.704102
	Iteration 11F: 3 clusters Score -8.521305e+07 nChanged 31245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 395909 members 
Entering Unmasked Estep 
Score: -85239184.000000 Penalty: 16004.704102
	Iteration 12F: 3 clusters Score -8.523918e+07 nChanged 25631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 421212 members 
Entering Unmasked Estep 
Score: -85260584.000000 Penalty: 16004.704102
	Iteration 13F: 3 clusters Score -8.526058e+07 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 439332 members 
Entering Unmasked Estep 
Score: -85273840.000000 Penalty: 16004.704102
	Iteration 14Q: 3 clusters Score -8.527384e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 450793 members 
Entering Unmasked Estep 
Score: -85280880.000000 Penalty: 16004.704102
	Iteration 15Q: 3 clusters Score -8.528088e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 456867 members 
Entering Unmasked Estep 
Score: -85283688.000000 Penalty: 16004.704102
	Iteration 16Q: 3 clusters Score -8.528369e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 459929 members 
Entering Unmasked Estep 
Score: -85285096.000000 Penalty: 16004.704102
	Iteration 17Q: 3 clusters Score -8.52851e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 461466 members 
Entering Unmasked Estep 
Score: -85286032.000000 Penalty: 16004.704102
	Iteration 18Q: 3 clusters Score -8.528603e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 462361 members 
Entering Unmasked Estep 
Score: -85286296.000000 Penalty: 16004.704102
	Iteration 19Q: 3 clusters Score -8.52863e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 462953 members 
Entering Unmasked Estep 
Score: -85286416.000000 Penalty: 16004.704102
	Iteration 20F: 3 clusters Score -8.528642e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 463346 members 
Entering Unmasked Estep 
Score: -85286672.000000 Penalty: 16004.704102
	Iteration 21Q: 3 clusters Score -8.528667e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 463612 members 
Entering Unmasked Estep 
Score: -85286824.000000 Penalty: 16004.704102
	Iteration 22Q: 3 clusters Score -8.528682e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 463831 members 
Entering Unmasked Estep 
Score: -85286800.000000 Penalty: 16004.704102
	Iteration 23Q: 3 clusters Score -8.52868e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 463973 members 
Entering Unmasked Estep 
Score: -85286736.000000 Penalty: 16004.704102
	Iteration 24Q: 3 clusters Score -8.528674e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 464077 members 
Entering Unmasked Estep 
Score: -85286816.000000 Penalty: 16004.704102
	Iteration 25Q: 3 clusters Score -8.528682e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 464161 members 
Entering Unmasked Estep 
Score: -85286736.000000 Penalty: 16004.704102
	Iteration 26Q: 3 clusters Score -8.528674e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 464233 members 
Entering Unmasked Estep 
Score: -85286760.000000 Penalty: 16004.704102
	Iteration 27Q: 3 clusters Score -8.528676e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 464298 members 
Entering Unmasked Estep 
Score: -85286752.000000 Penalty: 16004.704102
	Iteration 28Q: 3 clusters Score -8.528675e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 464353 members 
Entering Unmasked Estep 
Score: -85286784.000000 Penalty: 16004.704102
	Iteration 29Q: 3 clusters Score -8.528678e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 464371 members 
Entering Unmasked Estep 
Score: -85286832.000000 Penalty: 16004.704102
	Iteration 30Q: 3 clusters Score -8.528683e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 464411 members 
Entering Unmasked Estep 
Score: -85286856.000000 Penalty: 16004.704102
	Iteration 31Q: 3 clusters Score -8.528686e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 464440 members 
Entering Unmasked Estep 
Score: -85286864.000000 Penalty: 16004.704102
	Iteration 32Q: 3 clusters Score -8.528686e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 464473 members 
Entering Unmasked Estep 
Score: -85286896.000000 Penalty: 16004.704102
	Iteration 33Q: 3 clusters Score -8.52869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 464505 members 
Entering Unmasked Estep 
Score: -85286912.000000 Penalty: 16004.704102
	Iteration 34Q: 3 clusters Score -8.528691e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 464537 members 
Entering Unmasked Estep 
Score: -85286920.000000 Penalty: 16004.704102
	Iteration 35Q: 3 clusters Score -8.528692e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 464576 members 
Entering Unmasked Estep 
Score: -85286904.000000 Penalty: 16004.704102
	Iteration 36Q: 3 clusters Score -8.52869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 464607 members 
Entering Unmasked Estep 
Score: -85286888.000000 Penalty: 16004.704102
	Iteration 37Q: 3 clusters Score -8.528689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 464623 members 
Entering Unmasked Estep 
Score: -85286864.000000 Penalty: 16004.704102
	Iteration 38Q: 3 clusters Score -8.528686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 464651 members 
Entering Unmasked Estep 
Score: -85286848.000000 Penalty: 16004.704102
	Iteration 39Q: 3 clusters Score -8.528685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 464672 members 
Entering Unmasked Estep 
Score: -85286824.000000 Penalty: 16004.704102
	Iteration 40F: 3 clusters Score -8.528682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 464691 members 
Entering Unmasked Estep 
Score: -85286840.000000 Penalty: 16004.704102
	Iteration 41Q: 3 clusters Score -8.528684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 464704 members 
Entering Unmasked Estep 
Score: -85286848.000000 Penalty: 16004.704102
	Iteration 42Q: 3 clusters Score -8.528685e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 464727 members 
Entering Unmasked Estep 
Score: -85286800.000000 Penalty: 16004.704102
	Iteration 43Q: 3 clusters Score -8.52868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 464741 members 
Entering Unmasked Estep 
Score: -85286872.000000 Penalty: 16004.704102
	Iteration 44Q: 3 clusters Score -8.528687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 464756 members 
Entering Unmasked Estep 
Score: -85286880.000000 Penalty: 16004.704102
	Iteration 45Q: 3 clusters Score -8.528688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 464773 members 
Entering Unmasked Estep 
Score: -85286856.000000 Penalty: 16004.704102
	Iteration 46Q: 3 clusters Score -8.528686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 464775 members 
Entering Unmasked Estep 
Score: -85286824.000000 Penalty: 16004.704102
	Iteration 47Q: 3 clusters Score -8.528682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 464778 members 
Entering Unmasked Estep 
Score: -85286888.000000 Penalty: 16004.704102
	Iteration 48Q: 3 clusters Score -8.528689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 464783 members 
Entering Unmasked Estep 
Score: -85286872.000000 Penalty: 16004.704102
	Iteration 49Q: 3 clusters Score -8.528687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 464792 members 
Entering Unmasked Estep 
Score: -85286824.000000 Penalty: 16004.704102
	Iteration 50Q: 3 clusters Score -8.528682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 464801 members 
Entering Unmasked Estep 
Score: -85286880.000000 Penalty: 16004.704102
	Iteration 51Q: 3 clusters Score -8.528688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 464813 members 
Entering Unmasked Estep 
Score: -85286896.000000 Penalty: 16004.704102
	Iteration 52Q: 3 clusters Score -8.52869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 464818 members 
Entering Unmasked Estep 
Score: -85286872.000000 Penalty: 16004.704102
	Iteration 53Q: 3 clusters Score -8.528687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 464826 members 
Entering Unmasked Estep 
Score: -85286912.000000 Penalty: 16004.704102
	Iteration 54Q: 3 clusters Score -8.528691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 464832 members 
Entering Unmasked Estep 
Score: -85286944.000000 Penalty: 16004.704102
	Iteration 55Q: 3 clusters Score -8.528694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 464832 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 56Q: 3 clusters Score -8.528696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 464830 members 
Entering Unmasked Estep 
Score: -85286936.000000 Penalty: 16004.704102
	Iteration 57Q: 3 clusters Score -8.528694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 464830 members 
Entering Unmasked Estep 
Score: -85286952.000000 Penalty: 16004.704102
	Iteration 58Q: 3 clusters Score -8.528695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 464836 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 59Q: 3 clusters Score -8.528696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 464844 members 
Entering Unmasked Estep 
Score: -85286976.000000 Penalty: 16004.704102
	Iteration 60F: 3 clusters Score -8.528698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 464851 members 
Entering Unmasked Estep 
Score: -85286944.000000 Penalty: 16004.704102
	Iteration 61Q: 3 clusters Score -8.528694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 464857 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 62Q: 3 clusters Score -8.528696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 464861 members 
Entering Unmasked Estep 
Score: -85286944.000000 Penalty: 16004.704102
	Iteration 63Q: 3 clusters Score -8.528694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 464862 members 
Entering Unmasked Estep 
Score: -85286952.000000 Penalty: 16004.704102
	Iteration 64Q: 3 clusters Score -8.528695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 464864 members 
Entering Unmasked Estep 
Score: -85287008.000000 Penalty: 16004.704102
	Iteration 65Q: 3 clusters Score -8.528701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 464863 members 
Entering Unmasked Estep 
Score: -85286968.000000 Penalty: 16004.704102
	Iteration 66Q: 3 clusters Score -8.528697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 464863 members 
Entering Unmasked Estep 
Score: -85287000.000000 Penalty: 16004.704102
	Iteration 67Q: 3 clusters Score -8.5287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 464864 members 
Entering Unmasked Estep 
Score: -85286976.000000 Penalty: 16004.704102
	Iteration 68Q: 3 clusters Score -8.528698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 464863 members 
Entering Unmasked Estep 
Score: -85286984.000000 Penalty: 16004.704102
	Iteration 69Q: 3 clusters Score -8.528698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 464863 members 
Entering Unmasked Estep 
Score: -85286984.000000 Penalty: 16004.704102
	Iteration 70Q: 3 clusters Score -8.528698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 464864 members 
Entering Unmasked Estep 
Score: -85286984.000000 Penalty: 16004.704102
	Iteration 71Q: 3 clusters Score -8.528698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 464868 members 
Entering Unmasked Estep 
Score: -85286976.000000 Penalty: 16004.704102
	Iteration 72Q: 3 clusters Score -8.528698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 464875 members 
Entering Unmasked Estep 
Score: -85286968.000000 Penalty: 16004.704102
	Iteration 73Q: 3 clusters Score -8.528697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 464880 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 74Q: 3 clusters Score -8.528696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 464881 members 
Entering Unmasked Estep 
Score: -85286976.000000 Penalty: 16004.704102
	Iteration 75Q: 3 clusters Score -8.528698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 464887 members 
Entering Unmasked Estep 
Score: -85286952.000000 Penalty: 16004.704102
	Iteration 76Q: 3 clusters Score -8.528695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 464887 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 77Q: 3 clusters Score -8.528696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 464885 members 
Entering Unmasked Estep 
Score: -85286968.000000 Penalty: 16004.704102
	Iteration 78Q: 3 clusters Score -8.528697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 464884 members 
Entering Unmasked Estep 
Score: -85286984.000000 Penalty: 16004.704102
	Iteration 79Q: 3 clusters Score -8.528698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 464884 members 
Entering Unmasked Estep 
Score: -85287008.000000 Penalty: 16004.704102
	Iteration 80F: 3 clusters Score -8.528701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 464886 members 
Entering Unmasked Estep 
Score: -85286984.000000 Penalty: 16004.704102
	Iteration 81Q: 3 clusters Score -8.528698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 464885 members 
Entering Unmasked Estep 
Score: -85286952.000000 Penalty: 16004.704102
	Iteration 82Q: 3 clusters Score -8.528695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 464886 members 
Entering Unmasked Estep 
Score: -85286968.000000 Penalty: 16004.704102
	Iteration 83Q: 3 clusters Score -8.528697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 464885 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 84Q: 3 clusters Score -8.528696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 464885 members 
Entering Unmasked Estep 
Score: -85286960.000000 Penalty: 16004.704102
	Iteration 85F: 3 clusters Score -8.528696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148350 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 62944 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 76124 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15710 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 464885 members 
Entering Unmasked Estep 
Score: -226835440.000000 Penalty: 249784.343750
Splitting cluster 10 changes total score from -226833792.000000 to -226835440.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -1315752.500000 Penalty: 5467.573242
	Iteration 0F: 2 clusters Score -1315752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1307025.500000 Penalty: 10935.146484
	Iteration 0F: 3 clusters Score -1307026 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1308654.000000 Penalty: 10935.146484
	Iteration 1F: 3 clusters Score -1308654 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1309035.125000 Penalty: 10935.146484
	Iteration 2F: 3 clusters Score -1309035 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1309260.875000 Penalty: 10935.146484
	Iteration 3Q: 3 clusters Score -1309261 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1309423.250000 Penalty: 10935.146484
	Iteration 4Q: 3 clusters Score -1309423 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1309532.500000 Penalty: 10935.146484
	Iteration 5Q: 3 clusters Score -1309532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1309609.250000 Penalty: 10935.146484
	Iteration 6Q: 3 clusters Score -1309609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1309663.250000 Penalty: 10935.146484
	Iteration 7Q: 3 clusters Score -1309663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1309702.375000 Penalty: 10935.146484
	Iteration 8Q: 3 clusters Score -1309702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1309737.000000 Penalty: 10935.146484
	Iteration 9Q: 3 clusters Score -1309737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1309774.000000 Penalty: 10935.146484
	Iteration 10Q: 3 clusters Score -1309774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1309798.125000 Penalty: 10935.146484
	Iteration 11Q: 3 clusters Score -1309798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1309818.875000 Penalty: 10935.146484
	Iteration 12Q: 3 clusters Score -1309819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1309842.625000 Penalty: 10935.146484
	Iteration 13Q: 3 clusters Score -1309843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1309869.250000 Penalty: 10935.146484
	Iteration 14Q: 3 clusters Score -1309869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1309888.250000 Penalty: 10935.146484
	Iteration 15Q: 3 clusters Score -1309888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1309905.125000 Penalty: 10935.146484
	Iteration 16Q: 3 clusters Score -1309905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1309925.125000 Penalty: 10935.146484
	Iteration 17Q: 3 clusters Score -1309925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1309934.875000 Penalty: 10935.146484
	Iteration 18Q: 3 clusters Score -1309935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1309949.250000 Penalty: 10935.146484
	Iteration 19Q: 3 clusters Score -1309949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1309964.000000 Penalty: 10935.146484
	Iteration 20F: 3 clusters Score -1309964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1309972.125000 Penalty: 10935.146484
	Iteration 21Q: 3 clusters Score -1309972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1309982.500000 Penalty: 10935.146484
	Iteration 22Q: 3 clusters Score -1309982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1309993.000000 Penalty: 10935.146484
	Iteration 23Q: 3 clusters Score -1309993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1309997.750000 Penalty: 10935.146484
	Iteration 24Q: 3 clusters Score -1309998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1310003.750000 Penalty: 10935.146484
	Iteration 25Q: 3 clusters Score -1310004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1310006.375000 Penalty: 10935.146484
	Iteration 26Q: 3 clusters Score -1310006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1310010.125000 Penalty: 10935.146484
	Iteration 27Q: 3 clusters Score -1310010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1310012.875000 Penalty: 10935.146484
	Iteration 28Q: 3 clusters Score -1310013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1310015.000000 Penalty: 10935.146484
	Iteration 29Q: 3 clusters Score -1310015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1310016.875000 Penalty: 10935.146484
	Iteration 30Q: 3 clusters Score -1310017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1310014.625000 Penalty: 10935.146484
	Iteration 31Q: 3 clusters Score -1310015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1310017.500000 Penalty: 10935.146484
	Iteration 32Q: 3 clusters Score -1310018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1310019.625000 Penalty: 10935.146484
	Iteration 33Q: 3 clusters Score -1310020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1310023.250000 Penalty: 10935.146484
	Iteration 34Q: 3 clusters Score -1310023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1310024.000000 Penalty: 10935.146484
	Iteration 35Q: 3 clusters Score -1310024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1310024.125000 Penalty: 10935.146484
	Iteration 36Q: 3 clusters Score -1310024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1310025.250000 Penalty: 10935.146484
	Iteration 37Q: 3 clusters Score -1310025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1310025.125000 Penalty: 10935.146484
	Iteration 38Q: 3 clusters Score -1310025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1310027.875000 Penalty: 10935.146484
	Iteration 39Q: 3 clusters Score -1310028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1310027.000000 Penalty: 10935.146484
	Iteration 40F: 3 clusters Score -1310027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1310027.750000 Penalty: 10935.146484
	Iteration 41Q: 3 clusters Score -1310028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1310027.750000 Penalty: 10935.146484
	Iteration 42F: 3 clusters Score -1310028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Entering Unmasked Estep 
Score: -13568751.000000 Penalty: 6884.572754
	Iteration 0F: 2 clusters Score -1.356875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -13516177.000000 Penalty: 13769.145508
	Iteration 0F: 3 clusters Score -1.351618e+07 nChanged 34267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -13534668.000000 Penalty: 13769.145508
	Iteration 1F: 3 clusters Score -1.353467e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -13535770.000000 Penalty: 13769.145508
	Iteration 2Q: 3 clusters Score -1.353577e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -13536550.000000 Penalty: 13769.145508
	Iteration 3Q: 3 clusters Score -1.353655e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -13537250.000000 Penalty: 13769.145508
	Iteration 4Q: 3 clusters Score -1.353725e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -13537995.000000 Penalty: 13769.145508
	Iteration 5Q: 3 clusters Score -1.3538e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -13538819.000000 Penalty: 13769.145508
	Iteration 6Q: 3 clusters Score -1.353882e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -13539832.000000 Penalty: 13769.145508
	Iteration 7Q: 3 clusters Score -1.353983e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -13541037.000000 Penalty: 13769.145508
	Iteration 8Q: 3 clusters Score -1.354104e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -13542721.000000 Penalty: 13769.145508
	Iteration 9Q: 3 clusters Score -1.354272e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -13544851.000000 Penalty: 13769.145508
	Iteration 10F: 3 clusters Score -1.354485e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -13547281.000000 Penalty: 13769.145508
	Iteration 11F: 3 clusters Score -1.354728e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -13549722.000000 Penalty: 13769.145508
	Iteration 12F: 3 clusters Score -1.354972e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -13551966.000000 Penalty: 13769.145508
	Iteration 13Q: 3 clusters Score -1.355197e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -13553998.000000 Penalty: 13769.145508
	Iteration 14Q: 3 clusters Score -1.3554e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -13556034.000000 Penalty: 13769.145508
	Iteration 15Q: 3 clusters Score -1.355603e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -13557898.000000 Penalty: 13769.145508
	Iteration 16Q: 3 clusters Score -1.35579e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -13559670.000000 Penalty: 13769.145508
	Iteration 17Q: 3 clusters Score -1.355967e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13560838.000000 Penalty: 13769.145508
	Iteration 18Q: 3 clusters Score -1.356084e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13561582.000000 Penalty: 13769.145508
	Iteration 19Q: 3 clusters Score -1.356158e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -13561982.000000 Penalty: 13769.145508
	Iteration 20F: 3 clusters Score -1.356198e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13562224.000000 Penalty: 13769.145508
	Iteration 21Q: 3 clusters Score -1.356222e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13562422.000000 Penalty: 13769.145508
	Iteration 22Q: 3 clusters Score -1.356242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13562522.000000 Penalty: 13769.145508
	Iteration 23Q: 3 clusters Score -1.356252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13562569.000000 Penalty: 13769.145508
	Iteration 24Q: 3 clusters Score -1.356257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13562596.000000 Penalty: 13769.145508
	Iteration 25Q: 3 clusters Score -1.35626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13562613.000000 Penalty: 13769.145508
	Iteration 26Q: 3 clusters Score -1.356261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13562618.000000 Penalty: 13769.145508
	Iteration 27Q: 3 clusters Score -1.356262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13562638.000000 Penalty: 13769.145508
	Iteration 28Q: 3 clusters Score -1.356264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13562663.000000 Penalty: 13769.145508
	Iteration 29Q: 3 clusters Score -1.356266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13562663.000000 Penalty: 13769.145508
	Iteration 30Q: 3 clusters Score -1.356266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13562678.000000 Penalty: 13769.145508
	Iteration 31Q: 3 clusters Score -1.356268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13562675.000000 Penalty: 13769.145508
	Iteration 32Q: 3 clusters Score -1.356268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13562670.000000 Penalty: 13769.145508
	Iteration 33Q: 3 clusters Score -1.356267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13562685.000000 Penalty: 13769.145508
	Iteration 34Q: 3 clusters Score -1.356268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13562685.000000 Penalty: 13769.145508
	Iteration 35F: 3 clusters Score -1.356268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Entering Unmasked Estep 
Score: -5968503.500000 Penalty: 6372.777832
	Iteration 0F: 2 clusters Score -5968504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -5943697.000000 Penalty: 12745.555664
	Iteration 0F: 3 clusters Score -5943697 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5951106.000000 Penalty: 12745.555664
	Iteration 1F: 3 clusters Score -5951106 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -5951943.500000 Penalty: 12745.555664
	Iteration 2F: 3 clusters Score -5951944 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5952556.000000 Penalty: 12745.555664
	Iteration 3Q: 3 clusters Score -5952556 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5953200.500000 Penalty: 12745.555664
	Iteration 4Q: 3 clusters Score -5953200 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -5953813.000000 Penalty: 12745.555664
	Iteration 5Q: 3 clusters Score -5953813 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -5954536.500000 Penalty: 12745.555664
	Iteration 6Q: 3 clusters Score -5954536 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5955457.500000 Penalty: 12745.555664
	Iteration 7Q: 3 clusters Score -5955458 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5956556.500000 Penalty: 12745.555664
	Iteration 8Q: 3 clusters Score -5956556 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -5957656.500000 Penalty: 12745.555664
	Iteration 9Q: 3 clusters Score -5957656 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5958682.000000 Penalty: 12745.555664
	Iteration 10Q: 3 clusters Score -5958682 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -5959648.000000 Penalty: 12745.555664
	Iteration 11Q: 3 clusters Score -5959648 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5960455.500000 Penalty: 12745.555664
	Iteration 12Q: 3 clusters Score -5960456 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5961098.500000 Penalty: 12745.555664
	Iteration 13Q: 3 clusters Score -5961098 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5961546.500000 Penalty: 12745.555664
	Iteration 14Q: 3 clusters Score -5961546 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -5961850.500000 Penalty: 12745.555664
	Iteration 15Q: 3 clusters Score -5961850 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5962080.000000 Penalty: 12745.555664
	Iteration 16Q: 3 clusters Score -5962080 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5962250.500000 Penalty: 12745.555664
	Iteration 17Q: 3 clusters Score -5962250 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5962412.500000 Penalty: 12745.555664
	Iteration 18Q: 3 clusters Score -5962412 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5962510.000000 Penalty: 12745.555664
	Iteration 19Q: 3 clusters Score -5962510 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5962626.000000 Penalty: 12745.555664
	Iteration 20F: 3 clusters Score -5962626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5962694.500000 Penalty: 12745.555664
	Iteration 21Q: 3 clusters Score -5962694 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5962750.500000 Penalty: 12745.555664
	Iteration 22Q: 3 clusters Score -5962750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5962803.000000 Penalty: 12745.555664
	Iteration 23Q: 3 clusters Score -5962803 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5962838.000000 Penalty: 12745.555664
	Iteration 24Q: 3 clusters Score -5962838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5962892.000000 Penalty: 12745.555664
	Iteration 25Q: 3 clusters Score -5962892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5962948.500000 Penalty: 12745.555664
	Iteration 26Q: 3 clusters Score -5962948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5962977.000000 Penalty: 12745.555664
	Iteration 27Q: 3 clusters Score -5962977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5962990.000000 Penalty: 12745.555664
	Iteration 28Q: 3 clusters Score -5962990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -5963007.000000 Penalty: 12745.555664
	Iteration 29Q: 3 clusters Score -5963007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5963025.500000 Penalty: 12745.555664
	Iteration 30Q: 3 clusters Score -5963026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5963035.000000 Penalty: 12745.555664
	Iteration 31Q: 3 clusters Score -5963035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5963068.500000 Penalty: 12745.555664
	Iteration 32Q: 3 clusters Score -5963068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5963086.000000 Penalty: 12745.555664
	Iteration 33Q: 3 clusters Score -5963086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5963122.000000 Penalty: 12745.555664
	Iteration 34Q: 3 clusters Score -5963122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5963146.500000 Penalty: 12745.555664
	Iteration 35Q: 3 clusters Score -5963146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5963162.000000 Penalty: 12745.555664
	Iteration 36Q: 3 clusters Score -5963162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5963163.500000 Penalty: 12745.555664
	Iteration 37Q: 3 clusters Score -5963164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5963178.000000 Penalty: 12745.555664
	Iteration 38Q: 3 clusters Score -5963178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5963194.000000 Penalty: 12745.555664
	Iteration 39Q: 3 clusters Score -5963194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5963193.000000 Penalty: 12745.555664
	Iteration 40F: 3 clusters Score -5963193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5963210.000000 Penalty: 12745.555664
	Iteration 41Q: 3 clusters Score -5963210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5963208.500000 Penalty: 12745.555664
	Iteration 42Q: 3 clusters Score -5963208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5963221.500000 Penalty: 12745.555664
	Iteration 43Q: 3 clusters Score -5963222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5963240.500000 Penalty: 12745.555664
	Iteration 44Q: 3 clusters Score -5963240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5963251.500000 Penalty: 12745.555664
	Iteration 45Q: 3 clusters Score -5963252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5963251.000000 Penalty: 12745.555664
	Iteration 46Q: 3 clusters Score -5963251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5963259.000000 Penalty: 12745.555664
	Iteration 47Q: 3 clusters Score -5963259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5963252.000000 Penalty: 12745.555664
	Iteration 48Q: 3 clusters Score -5963252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5963265.000000 Penalty: 12745.555664
	Iteration 49Q: 3 clusters Score -5963265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5963268.500000 Penalty: 12745.555664
	Iteration 50Q: 3 clusters Score -5963268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5963269.000000 Penalty: 12745.555664
	Iteration 51Q: 3 clusters Score -5963269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5963267.500000 Penalty: 12745.555664
	Iteration 52Q: 3 clusters Score -5963268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5963271.000000 Penalty: 12745.555664
	Iteration 53Q: 3 clusters Score -5963271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5963275.000000 Penalty: 12745.555664
	Iteration 54Q: 3 clusters Score -5963275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5963279.000000 Penalty: 12745.555664
	Iteration 55Q: 3 clusters Score -5963279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5963277.000000 Penalty: 12745.555664
	Iteration 56Q: 3 clusters Score -5963277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5963273.000000 Penalty: 12745.555664
	Iteration 57Q: 3 clusters Score -5963273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5963277.000000 Penalty: 12745.555664
	Iteration 58Q: 3 clusters Score -5963277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5963284.000000 Penalty: 12745.555664
	Iteration 59Q: 3 clusters Score -5963284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5963287.000000 Penalty: 12745.555664
	Iteration 60F: 3 clusters Score -5963287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5963289.500000 Penalty: 12745.555664
	Iteration 61Q: 3 clusters Score -5963290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5963290.500000 Penalty: 12745.555664
	Iteration 62Q: 3 clusters Score -5963290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5963287.500000 Penalty: 12745.555664
	Iteration 63Q: 3 clusters Score -5963288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5963287.500000 Penalty: 12745.555664
	Iteration 64F: 3 clusters Score -5963288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Entering Unmasked Estep 
Score: -2373752.250000 Penalty: 5810.128906
	Iteration 0F: 2 clusters Score -2373752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2361614.000000 Penalty: 11620.257812
	Iteration 0F: 3 clusters Score -2361614 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2364362.500000 Penalty: 11620.257812
	Iteration 1F: 3 clusters Score -2364362 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2364892.500000 Penalty: 11620.257812
	Iteration 2F: 3 clusters Score -2364892 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2365322.500000 Penalty: 11620.257812
	Iteration 3F: 3 clusters Score -2365322 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2365685.750000 Penalty: 11620.257812
	Iteration 4Q: 3 clusters Score -2365686 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2366035.000000 Penalty: 11620.257812
	Iteration 5Q: 3 clusters Score -2366035 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2366312.500000 Penalty: 11620.257812
	Iteration 6Q: 3 clusters Score -2366312 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2366518.500000 Penalty: 11620.257812
	Iteration 7Q: 3 clusters Score -2366518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2366673.250000 Penalty: 11620.257812
	Iteration 8Q: 3 clusters Score -2366673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2366795.000000 Penalty: 11620.257812
	Iteration 9Q: 3 clusters Score -2366795 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2366898.500000 Penalty: 11620.257812
	Iteration 10Q: 3 clusters Score -2366898 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2366998.500000 Penalty: 11620.257812
	Iteration 11Q: 3 clusters Score -2366998 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2367111.750000 Penalty: 11620.257812
	Iteration 12Q: 3 clusters Score -2367112 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2367219.250000 Penalty: 11620.257812
	Iteration 13Q: 3 clusters Score -2367219 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2367324.750000 Penalty: 11620.257812
	Iteration 14Q: 3 clusters Score -2367325 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2367418.000000 Penalty: 11620.257812
	Iteration 15Q: 3 clusters Score -2367418 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2367527.000000 Penalty: 11620.257812
	Iteration 16Q: 3 clusters Score -2367527 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2367635.000000 Penalty: 11620.257812
	Iteration 17Q: 3 clusters Score -2367635 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2367759.250000 Penalty: 11620.257812
	Iteration 18Q: 3 clusters Score -2367759 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2367896.750000 Penalty: 11620.257812
	Iteration 19Q: 3 clusters Score -2367897 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2368032.750000 Penalty: 11620.257812
	Iteration 20F: 3 clusters Score -2368033 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2368175.750000 Penalty: 11620.257812
	Iteration 21Q: 3 clusters Score -2368176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2368322.750000 Penalty: 11620.257812
	Iteration 22Q: 3 clusters Score -2368323 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2368454.750000 Penalty: 11620.257812
	Iteration 23Q: 3 clusters Score -2368455 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2368576.750000 Penalty: 11620.257812
	Iteration 24Q: 3 clusters Score -2368577 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2368681.000000 Penalty: 11620.257812
	Iteration 25Q: 3 clusters Score -2368681 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2368753.250000 Penalty: 11620.257812
	Iteration 26Q: 3 clusters Score -2368753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2368831.750000 Penalty: 11620.257812
	Iteration 27Q: 3 clusters Score -2368832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2368911.000000 Penalty: 11620.257812
	Iteration 28Q: 3 clusters Score -2368911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2368981.000000 Penalty: 11620.257812
	Iteration 29Q: 3 clusters Score -2368981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2369019.000000 Penalty: 11620.257812
	Iteration 30Q: 3 clusters Score -2369019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2369052.750000 Penalty: 11620.257812
	Iteration 31Q: 3 clusters Score -2369053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2369076.250000 Penalty: 11620.257812
	Iteration 32Q: 3 clusters Score -2369076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2369104.250000 Penalty: 11620.257812
	Iteration 33Q: 3 clusters Score -2369104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2369112.000000 Penalty: 11620.257812
	Iteration 34Q: 3 clusters Score -2369112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2369130.500000 Penalty: 11620.257812
	Iteration 35Q: 3 clusters Score -2369130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2369138.250000 Penalty: 11620.257812
	Iteration 36Q: 3 clusters Score -2369138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2369149.000000 Penalty: 11620.257812
	Iteration 37Q: 3 clusters Score -2369149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2369163.000000 Penalty: 11620.257812
	Iteration 38Q: 3 clusters Score -2369163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2369166.250000 Penalty: 11620.257812
	Iteration 39Q: 3 clusters Score -2369166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2369173.250000 Penalty: 11620.257812
	Iteration 40F: 3 clusters Score -2369173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2369182.250000 Penalty: 11620.257812
	Iteration 41Q: 3 clusters Score -2369182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2369189.750000 Penalty: 11620.257812
	Iteration 42Q: 3 clusters Score -2369190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2369197.750000 Penalty: 11620.257812
	Iteration 43Q: 3 clusters Score -2369198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2369201.250000 Penalty: 11620.257812
	Iteration 44Q: 3 clusters Score -2369201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2369203.500000 Penalty: 11620.257812
	Iteration 45Q: 3 clusters Score -2369204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2369211.500000 Penalty: 11620.257812
	Iteration 46Q: 3 clusters Score -2369212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2369220.000000 Penalty: 11620.257812
	Iteration 47Q: 3 clusters Score -2369220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2369224.500000 Penalty: 11620.257812
	Iteration 48Q: 3 clusters Score -2369224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2369229.750000 Penalty: 11620.257812
	Iteration 49Q: 3 clusters Score -2369230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2369230.500000 Penalty: 11620.257812
	Iteration 50Q: 3 clusters Score -2369230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2369233.000000 Penalty: 11620.257812
	Iteration 51Q: 3 clusters Score -2369233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2369229.250000 Penalty: 11620.257812
	Iteration 52Q: 3 clusters Score -2369229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2369232.000000 Penalty: 11620.257812
	Iteration 53Q: 3 clusters Score -2369232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2369233.000000 Penalty: 11620.257812
	Iteration 54Q: 3 clusters Score -2369233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2369235.500000 Penalty: 11620.257812
	Iteration 55Q: 3 clusters Score -2369236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2369235.500000 Penalty: 11620.257812
	Iteration 56Q: 3 clusters Score -2369236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2369237.000000 Penalty: 11620.257812
	Iteration 57Q: 3 clusters Score -2369237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2369234.750000 Penalty: 11620.257812
	Iteration 58Q: 3 clusters Score -2369235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2369244.000000 Penalty: 11620.257812
	Iteration 59Q: 3 clusters Score -2369244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2369251.250000 Penalty: 11620.257812
	Iteration 60F: 3 clusters Score -2369251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2369256.500000 Penalty: 11620.257812
	Iteration 61Q: 3 clusters Score -2369256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2369257.750000 Penalty: 11620.257812
	Iteration 62Q: 3 clusters Score -2369258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2369265.250000 Penalty: 11620.257812
	Iteration 63Q: 3 clusters Score -2369265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2369273.500000 Penalty: 11620.257812
	Iteration 64Q: 3 clusters Score -2369274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2369279.250000 Penalty: 11620.257812
	Iteration 65Q: 3 clusters Score -2369279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2369284.000000 Penalty: 11620.257812
	Iteration 66Q: 3 clusters Score -2369284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2369283.750000 Penalty: 11620.257812
	Iteration 67Q: 3 clusters Score -2369284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2369283.750000 Penalty: 11620.257812
	Iteration 68F: 3 clusters Score -2369284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -1196202.750000 Penalty: 5404.213867
	Iteration 0F: 2 clusters Score -1196203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1188037.375000 Penalty: 10808.427734
	Iteration 0F: 3 clusters Score -1188037 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1189540.500000 Penalty: 10808.427734
	Iteration 1F: 3 clusters Score -1189540 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1189870.625000 Penalty: 10808.427734
	Iteration 2F: 3 clusters Score -1189871 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1190036.375000 Penalty: 10808.427734
	Iteration 3Q: 3 clusters Score -1190036 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1190149.875000 Penalty: 10808.427734
	Iteration 4Q: 3 clusters Score -1190150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1190237.125000 Penalty: 10808.427734
	Iteration 5Q: 3 clusters Score -1190237 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1190300.500000 Penalty: 10808.427734
	Iteration 6Q: 3 clusters Score -1190300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1190352.375000 Penalty: 10808.427734
	Iteration 7Q: 3 clusters Score -1190352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1190404.125000 Penalty: 10808.427734
	Iteration 8Q: 3 clusters Score -1190404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1190451.625000 Penalty: 10808.427734
	Iteration 9Q: 3 clusters Score -1190452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1190511.500000 Penalty: 10808.427734
	Iteration 10Q: 3 clusters Score -1190512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1190572.875000 Penalty: 10808.427734
	Iteration 11Q: 3 clusters Score -1190573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1190626.500000 Penalty: 10808.427734
	Iteration 12Q: 3 clusters Score -1190626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1190683.000000 Penalty: 10808.427734
	Iteration 13Q: 3 clusters Score -1190683 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1190757.125000 Penalty: 10808.427734
	Iteration 14Q: 3 clusters Score -1190757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1190844.500000 Penalty: 10808.427734
	Iteration 15Q: 3 clusters Score -1190844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1190945.750000 Penalty: 10808.427734
	Iteration 16Q: 3 clusters Score -1190946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1191076.625000 Penalty: 10808.427734
	Iteration 17Q: 3 clusters Score -1191077 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1191245.875000 Penalty: 10808.427734
	Iteration 18Q: 3 clusters Score -1191246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1191417.000000 Penalty: 10808.427734
	Iteration 19Q: 3 clusters Score -1191417 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1191602.625000 Penalty: 10808.427734
	Iteration 20F: 3 clusters Score -1191603 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1191811.750000 Penalty: 10808.427734
	Iteration 21Q: 3 clusters Score -1191812 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1192008.125000 Penalty: 10808.427734
	Iteration 22Q: 3 clusters Score -1192008 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1192182.625000 Penalty: 10808.427734
	Iteration 23Q: 3 clusters Score -1192183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1192314.500000 Penalty: 10808.427734
	Iteration 24Q: 3 clusters Score -1192314 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1192430.125000 Penalty: 10808.427734
	Iteration 25Q: 3 clusters Score -1192430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1192521.750000 Penalty: 10808.427734
	Iteration 26Q: 3 clusters Score -1192522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1192623.000000 Penalty: 10808.427734
	Iteration 27Q: 3 clusters Score -1192623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1192722.375000 Penalty: 10808.427734
	Iteration 28Q: 3 clusters Score -1192722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1192828.750000 Penalty: 10808.427734
	Iteration 29Q: 3 clusters Score -1192829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1192917.500000 Penalty: 10808.427734
	Iteration 30Q: 3 clusters Score -1192918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1192984.375000 Penalty: 10808.427734
	Iteration 31Q: 3 clusters Score -1192984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1193025.875000 Penalty: 10808.427734
	Iteration 32Q: 3 clusters Score -1193026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1193063.000000 Penalty: 10808.427734
	Iteration 33Q: 3 clusters Score -1193063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1193098.750000 Penalty: 10808.427734
	Iteration 34Q: 3 clusters Score -1193099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1193120.750000 Penalty: 10808.427734
	Iteration 35Q: 3 clusters Score -1193121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1193150.250000 Penalty: 10808.427734
	Iteration 36Q: 3 clusters Score -1193150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1193177.375000 Penalty: 10808.427734
	Iteration 37Q: 3 clusters Score -1193177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1193199.875000 Penalty: 10808.427734
	Iteration 38Q: 3 clusters Score -1193200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1193217.000000 Penalty: 10808.427734
	Iteration 39Q: 3 clusters Score -1193217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1193232.125000 Penalty: 10808.427734
	Iteration 40F: 3 clusters Score -1193232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1193246.000000 Penalty: 10808.427734
	Iteration 41Q: 3 clusters Score -1193246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1193252.375000 Penalty: 10808.427734
	Iteration 42Q: 3 clusters Score -1193252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1193267.625000 Penalty: 10808.427734
	Iteration 43Q: 3 clusters Score -1193268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1193274.375000 Penalty: 10808.427734
	Iteration 44Q: 3 clusters Score -1193274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1193282.875000 Penalty: 10808.427734
	Iteration 45Q: 3 clusters Score -1193283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1193294.125000 Penalty: 10808.427734
	Iteration 46Q: 3 clusters Score -1193294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1193306.125000 Penalty: 10808.427734
	Iteration 47Q: 3 clusters Score -1193306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1193322.750000 Penalty: 10808.427734
	Iteration 48Q: 3 clusters Score -1193323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1193347.375000 Penalty: 10808.427734
	Iteration 49Q: 3 clusters Score -1193347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1193377.250000 Penalty: 10808.427734
	Iteration 50Q: 3 clusters Score -1193377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1193413.750000 Penalty: 10808.427734
	Iteration 51Q: 3 clusters Score -1193414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1193436.625000 Penalty: 10808.427734
	Iteration 52Q: 3 clusters Score -1193437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1193475.375000 Penalty: 10808.427734
	Iteration 53Q: 3 clusters Score -1193475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1193509.000000 Penalty: 10808.427734
	Iteration 54Q: 3 clusters Score -1193509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1193539.250000 Penalty: 10808.427734
	Iteration 55Q: 3 clusters Score -1193539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1193560.500000 Penalty: 10808.427734
	Iteration 56Q: 3 clusters Score -1193560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1193575.750000 Penalty: 10808.427734
	Iteration 57Q: 3 clusters Score -1193576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1193596.250000 Penalty: 10808.427734
	Iteration 58Q: 3 clusters Score -1193596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1193608.250000 Penalty: 10808.427734
	Iteration 59Q: 3 clusters Score -1193608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1193616.875000 Penalty: 10808.427734
	Iteration 60F: 3 clusters Score -1193617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1193619.625000 Penalty: 10808.427734
	Iteration 61Q: 3 clusters Score -1193620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1193621.500000 Penalty: 10808.427734
	Iteration 62Q: 3 clusters Score -1193622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1193621.375000 Penalty: 10808.427734
	Iteration 63Q: 3 clusters Score -1193621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1193621.375000 Penalty: 10808.427734
	Iteration 64F: 3 clusters Score -1193621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -205328.312500 Penalty: 4452.213379
	Iteration 0F: 2 clusters Score -205328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -200958.828125 Penalty: 8904.426758
	Iteration 0F: 3 clusters Score -200958.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202116.562500 Penalty: 8904.426758
	Iteration 1F: 3 clusters Score -202116.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -203036.578125 Penalty: 8904.426758
	Iteration 2F: 3 clusters Score -203036.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -203657.125000 Penalty: 8904.426758
	Iteration 3F: 3 clusters Score -203657.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -204320.593750 Penalty: 8904.426758
	Iteration 4F: 3 clusters Score -204320.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -205009.187500 Penalty: 8904.426758
	Iteration 5F: 3 clusters Score -205009.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205769.031250 Penalty: 8904.426758
	Iteration 6F: 3 clusters Score -205769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206238.140625 Penalty: 8904.426758
	Iteration 7Q: 3 clusters Score -206238.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -206894.968750 Penalty: 8904.426758
	Iteration 8Q: 3 clusters Score -206895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208267.031250 Penalty: 8904.426758
	Iteration 9Q: 3 clusters Score -208267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -208347.328125 Penalty: 8904.426758
	Iteration 10Q: 3 clusters Score -208347.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -208436.781250 Penalty: 8904.426758
	Iteration 11Q: 3 clusters Score -208436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -208505.906250 Penalty: 8904.426758
	Iteration 12Q: 3 clusters Score -208505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -208536.312500 Penalty: 8904.426758
	Iteration 13Q: 3 clusters Score -208536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208543.593750 Penalty: 8904.426758
	Iteration 14Q: 3 clusters Score -208543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208543.593750 Penalty: 8904.426758
	Iteration 15F: 3 clusters Score -208543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148350 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 62944 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 76124 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15710 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 464885 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
Score: -226834592.000000 Penalty: 258397.593750
Splitting cluster 16 changes total score from -226833792.000000 to -226834592.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (18399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Entering Unmasked Estep 
Score: -3166167.000000 Penalty: 6014.781250
	Iteration 0F: 2 clusters Score -3166167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3150704.250000 Penalty: 12029.562500
	Iteration 0F: 3 clusters Score -3150704 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3154658.250000 Penalty: 12029.562500
	Iteration 1F: 3 clusters Score -3154658 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3155259.250000 Penalty: 12029.562500
	Iteration 2F: 3 clusters Score -3155259 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3155653.250000 Penalty: 12029.562500
	Iteration 3Q: 3 clusters Score -3155653 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3155912.750000 Penalty: 12029.562500
	Iteration 4Q: 3 clusters Score -3155913 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3156145.000000 Penalty: 12029.562500
	Iteration 5Q: 3 clusters Score -3156145 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3156323.000000 Penalty: 12029.562500
	Iteration 6Q: 3 clusters Score -3156323 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3156505.500000 Penalty: 12029.562500
	Iteration 7Q: 3 clusters Score -3156506 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3156713.500000 Penalty: 12029.562500
	Iteration 8Q: 3 clusters Score -3156714 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3156921.250000 Penalty: 12029.562500
	Iteration 9Q: 3 clusters Score -3156921 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3157177.250000 Penalty: 12029.562500
	Iteration 10Q: 3 clusters Score -3157177 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3157439.750000 Penalty: 12029.562500
	Iteration 11Q: 3 clusters Score -3157440 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3157815.000000 Penalty: 12029.562500
	Iteration 12Q: 3 clusters Score -3157815 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3158182.750000 Penalty: 12029.562500
	Iteration 13Q: 3 clusters Score -3158183 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3158561.750000 Penalty: 12029.562500
	Iteration 14Q: 3 clusters Score -3158562 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3158921.250000 Penalty: 12029.562500
	Iteration 15Q: 3 clusters Score -3158921 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3159224.000000 Penalty: 12029.562500
	Iteration 16Q: 3 clusters Score -3159224 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3159462.750000 Penalty: 12029.562500
	Iteration 17Q: 3 clusters Score -3159463 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3159689.250000 Penalty: 12029.562500
	Iteration 18Q: 3 clusters Score -3159689 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3159890.000000 Penalty: 12029.562500
	Iteration 19Q: 3 clusters Score -3159890 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3160062.250000 Penalty: 12029.562500
	Iteration 20F: 3 clusters Score -3160062 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3160186.500000 Penalty: 12029.562500
	Iteration 21Q: 3 clusters Score -3160186 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3160282.750000 Penalty: 12029.562500
	Iteration 22Q: 3 clusters Score -3160283 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3160346.750000 Penalty: 12029.562500
	Iteration 23Q: 3 clusters Score -3160347 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3160393.250000 Penalty: 12029.562500
	Iteration 24Q: 3 clusters Score -3160393 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3160440.250000 Penalty: 12029.562500
	Iteration 25Q: 3 clusters Score -3160440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3160483.000000 Penalty: 12029.562500
	Iteration 26Q: 3 clusters Score -3160483 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3160506.250000 Penalty: 12029.562500
	Iteration 27Q: 3 clusters Score -3160506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3160529.000000 Penalty: 12029.562500
	Iteration 28Q: 3 clusters Score -3160529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3160537.750000 Penalty: 12029.562500
	Iteration 29Q: 3 clusters Score -3160538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3160549.500000 Penalty: 12029.562500
	Iteration 30Q: 3 clusters Score -3160550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3160550.500000 Penalty: 12029.562500
	Iteration 31Q: 3 clusters Score -3160550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3160568.000000 Penalty: 12029.562500
	Iteration 32Q: 3 clusters Score -3160568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3160576.500000 Penalty: 12029.562500
	Iteration 33Q: 3 clusters Score -3160576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3160575.250000 Penalty: 12029.562500
	Iteration 34Q: 3 clusters Score -3160575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3160584.250000 Penalty: 12029.562500
	Iteration 35Q: 3 clusters Score -3160584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3160590.500000 Penalty: 12029.562500
	Iteration 36Q: 3 clusters Score -3160590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3160587.000000 Penalty: 12029.562500
	Iteration 37Q: 3 clusters Score -3160587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3160597.500000 Penalty: 12029.562500
	Iteration 38Q: 3 clusters Score -3160598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3160592.750000 Penalty: 12029.562500
	Iteration 39Q: 3 clusters Score -3160593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3160594.250000 Penalty: 12029.562500
	Iteration 40F: 3 clusters Score -3160594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3160596.500000 Penalty: 12029.562500
	Iteration 41Q: 3 clusters Score -3160596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3160595.250000 Penalty: 12029.562500
	Iteration 42Q: 3 clusters Score -3160595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3160600.750000 Penalty: 12029.562500
	Iteration 43Q: 3 clusters Score -3160601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3160605.000000 Penalty: 12029.562500
	Iteration 44Q: 3 clusters Score -3160605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3160604.000000 Penalty: 12029.562500
	Iteration 45Q: 3 clusters Score -3160604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3160605.750000 Penalty: 12029.562500
	Iteration 46Q: 3 clusters Score -3160606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3160603.750000 Penalty: 12029.562500
	Iteration 47Q: 3 clusters Score -3160604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3160604.500000 Penalty: 12029.562500
	Iteration 48Q: 3 clusters Score -3160604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3160604.500000 Penalty: 12029.562500
	Iteration 49F: 3 clusters Score -3160604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Entering Unmasked Estep 
Score: -1691744.000000 Penalty: 5605.970703
	Iteration 0F: 2 clusters Score -1691744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1681918.125000 Penalty: 11211.941406
	Iteration 0F: 3 clusters Score -1681918 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1683865.875000 Penalty: 11211.941406
	Iteration 1F: 3 clusters Score -1683866 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1684279.500000 Penalty: 11211.941406
	Iteration 2F: 3 clusters Score -1684280 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1684522.375000 Penalty: 11211.941406
	Iteration 3Q: 3 clusters Score -1684522 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1684656.000000 Penalty: 11211.941406
	Iteration 4Q: 3 clusters Score -1684656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1684755.500000 Penalty: 11211.941406
	Iteration 5Q: 3 clusters Score -1684756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1684817.500000 Penalty: 11211.941406
	Iteration 6Q: 3 clusters Score -1684818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1684877.250000 Penalty: 11211.941406
	Iteration 7Q: 3 clusters Score -1684877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1684926.875000 Penalty: 11211.941406
	Iteration 8Q: 3 clusters Score -1684927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1684971.000000 Penalty: 11211.941406
	Iteration 9Q: 3 clusters Score -1684971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1685006.875000 Penalty: 11211.941406
	Iteration 10Q: 3 clusters Score -1685007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1685041.500000 Penalty: 11211.941406
	Iteration 11Q: 3 clusters Score -1685042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1685074.500000 Penalty: 11211.941406
	Iteration 12Q: 3 clusters Score -1685074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1685114.875000 Penalty: 11211.941406
	Iteration 13Q: 3 clusters Score -1685115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1685141.500000 Penalty: 11211.941406
	Iteration 14Q: 3 clusters Score -1685142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1685169.250000 Penalty: 11211.941406
	Iteration 15Q: 3 clusters Score -1685169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1685193.625000 Penalty: 11211.941406
	Iteration 16Q: 3 clusters Score -1685194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1685212.125000 Penalty: 11211.941406
	Iteration 17Q: 3 clusters Score -1685212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1685229.250000 Penalty: 11211.941406
	Iteration 18Q: 3 clusters Score -1685229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1685253.750000 Penalty: 11211.941406
	Iteration 19Q: 3 clusters Score -1685254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1685273.125000 Penalty: 11211.941406
	Iteration 20F: 3 clusters Score -1685273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1685296.250000 Penalty: 11211.941406
	Iteration 21Q: 3 clusters Score -1685296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1685312.500000 Penalty: 11211.941406
	Iteration 22Q: 3 clusters Score -1685312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1685325.125000 Penalty: 11211.941406
	Iteration 23Q: 3 clusters Score -1685325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1685338.125000 Penalty: 11211.941406
	Iteration 24Q: 3 clusters Score -1685338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1685350.125000 Penalty: 11211.941406
	Iteration 25Q: 3 clusters Score -1685350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1685364.625000 Penalty: 11211.941406
	Iteration 26Q: 3 clusters Score -1685365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1685379.750000 Penalty: 11211.941406
	Iteration 27Q: 3 clusters Score -1685380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1685396.375000 Penalty: 11211.941406
	Iteration 28Q: 3 clusters Score -1685396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1685404.500000 Penalty: 11211.941406
	Iteration 29Q: 3 clusters Score -1685404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1685414.000000 Penalty: 11211.941406
	Iteration 30Q: 3 clusters Score -1685414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1685421.125000 Penalty: 11211.941406
	Iteration 31Q: 3 clusters Score -1685421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1685421.875000 Penalty: 11211.941406
	Iteration 32Q: 3 clusters Score -1685422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1685425.000000 Penalty: 11211.941406
	Iteration 33Q: 3 clusters Score -1685425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1685427.625000 Penalty: 11211.941406
	Iteration 34Q: 3 clusters Score -1685428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1685431.000000 Penalty: 11211.941406
	Iteration 35Q: 3 clusters Score -1685431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1685431.000000 Penalty: 11211.941406
	Iteration 36Q: 3 clusters Score -1685431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1685434.375000 Penalty: 11211.941406
	Iteration 37Q: 3 clusters Score -1685434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1685434.625000 Penalty: 11211.941406
	Iteration 38Q: 3 clusters Score -1685435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1685435.250000 Penalty: 11211.941406
	Iteration 39Q: 3 clusters Score -1685435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1685436.000000 Penalty: 11211.941406
	Iteration 40F: 3 clusters Score -1685436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1685435.125000 Penalty: 11211.941406
	Iteration 41Q: 3 clusters Score -1685435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1685434.875000 Penalty: 11211.941406
	Iteration 42Q: 3 clusters Score -1685435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1685433.750000 Penalty: 11211.941406
	Iteration 43Q: 3 clusters Score -1685434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1685436.875000 Penalty: 11211.941406
	Iteration 44Q: 3 clusters Score -1685437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1685436.875000 Penalty: 11211.941406
	Iteration 45F: 3 clusters Score -1685437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -365855.562500 Penalty: 4711.698730
	Iteration 0F: 2 clusters Score -365855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -360814.593750 Penalty: 9423.397461
	Iteration 0F: 3 clusters Score -360814.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -361453.750000 Penalty: 9423.397461
	Iteration 1F: 3 clusters Score -361453.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -361654.875000 Penalty: 9423.397461
	Iteration 2F: 3 clusters Score -361654.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -361759.625000 Penalty: 9423.397461
	Iteration 3Q: 3 clusters Score -361759.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -361816.156250 Penalty: 9423.397461
	Iteration 4Q: 3 clusters Score -361816.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -361864.375000 Penalty: 9423.397461
	Iteration 5Q: 3 clusters Score -361864.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -361901.843750 Penalty: 9423.397461
	Iteration 6Q: 3 clusters Score -361901.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -361941.250000 Penalty: 9423.397461
	Iteration 7Q: 3 clusters Score -361941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -361960.656250 Penalty: 9423.397461
	Iteration 8Q: 3 clusters Score -361960.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -361974.000000 Penalty: 9423.397461
	Iteration 9Q: 3 clusters Score -361974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -361988.281250 Penalty: 9423.397461
	Iteration 10Q: 3 clusters Score -361988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -362001.531250 Penalty: 9423.397461
	Iteration 11Q: 3 clusters Score -362001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -362011.000000 Penalty: 9423.397461
	Iteration 12Q: 3 clusters Score -362011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -362020.562500 Penalty: 9423.397461
	Iteration 13Q: 3 clusters Score -362020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -362045.406250 Penalty: 9423.397461
	Iteration 14Q: 3 clusters Score -362045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -362055.187500 Penalty: 9423.397461
	Iteration 15Q: 3 clusters Score -362055.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -362064.875000 Penalty: 9423.397461
	Iteration 16Q: 3 clusters Score -362064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -362077.375000 Penalty: 9423.397461
	Iteration 17Q: 3 clusters Score -362077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -362088.437500 Penalty: 9423.397461
	Iteration 18Q: 3 clusters Score -362088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -362096.312500 Penalty: 9423.397461
	Iteration 19Q: 3 clusters Score -362096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -362107.218750 Penalty: 9423.397461
	Iteration 20F: 3 clusters Score -362107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -362111.312500 Penalty: 9423.397461
	Iteration 21Q: 3 clusters Score -362111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -362113.031250 Penalty: 9423.397461
	Iteration 22Q: 3 clusters Score -362113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -362115.031250 Penalty: 9423.397461
	Iteration 23Q: 3 clusters Score -362115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -362118.187500 Penalty: 9423.397461
	Iteration 24Q: 3 clusters Score -362118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -362121.593750 Penalty: 9423.397461
	Iteration 25Q: 3 clusters Score -362121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -362124.000000 Penalty: 9423.397461
	Iteration 26Q: 3 clusters Score -362124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -362126.937500 Penalty: 9423.397461
	Iteration 27Q: 3 clusters Score -362126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -362127.687500 Penalty: 9423.397461
	Iteration 28Q: 3 clusters Score -362127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -362130.218750 Penalty: 9423.397461
	Iteration 29Q: 3 clusters Score -362130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -362130.218750 Penalty: 9423.397461
	Iteration 30F: 3 clusters Score -362130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Entering Unmasked Estep 
Score: -3652699.000000 Penalty: 6105.463867
	Iteration 0F: 2 clusters Score -3652699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3635335.500000 Penalty: 12210.927734
	Iteration 0F: 3 clusters Score -3635336 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3639904.000000 Penalty: 12210.927734
	Iteration 1F: 3 clusters Score -3639904 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3640518.250000 Penalty: 12210.927734
	Iteration 2F: 3 clusters Score -3640518 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3640917.500000 Penalty: 12210.927734
	Iteration 3Q: 3 clusters Score -3640918 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3641220.750000 Penalty: 12210.927734
	Iteration 4Q: 3 clusters Score -3641221 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3641473.250000 Penalty: 12210.927734
	Iteration 5Q: 3 clusters Score -3641473 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3641669.500000 Penalty: 12210.927734
	Iteration 6Q: 3 clusters Score -3641670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3641854.750000 Penalty: 12210.927734
	Iteration 7Q: 3 clusters Score -3641855 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3642005.750000 Penalty: 12210.927734
	Iteration 8Q: 3 clusters Score -3642006 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3642119.000000 Penalty: 12210.927734
	Iteration 9Q: 3 clusters Score -3642119 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3642253.250000 Penalty: 12210.927734
	Iteration 10Q: 3 clusters Score -3642253 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3642362.000000 Penalty: 12210.927734
	Iteration 11Q: 3 clusters Score -3642362 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3642494.500000 Penalty: 12210.927734
	Iteration 12Q: 3 clusters Score -3642494 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3642621.000000 Penalty: 12210.927734
	Iteration 13Q: 3 clusters Score -3642621 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3642765.750000 Penalty: 12210.927734
	Iteration 14Q: 3 clusters Score -3642766 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3642905.750000 Penalty: 12210.927734
	Iteration 15Q: 3 clusters Score -3642906 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3643056.750000 Penalty: 12210.927734
	Iteration 16Q: 3 clusters Score -3643057 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3643233.750000 Penalty: 12210.927734
	Iteration 17Q: 3 clusters Score -3643234 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3643436.500000 Penalty: 12210.927734
	Iteration 18Q: 3 clusters Score -3643436 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3643692.750000 Penalty: 12210.927734
	Iteration 19Q: 3 clusters Score -3643693 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3643965.500000 Penalty: 12210.927734
	Iteration 20F: 3 clusters Score -3643966 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3644257.500000 Penalty: 12210.927734
	Iteration 21Q: 3 clusters Score -3644258 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3644549.500000 Penalty: 12210.927734
	Iteration 22Q: 3 clusters Score -3644550 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3644836.750000 Penalty: 12210.927734
	Iteration 23Q: 3 clusters Score -3644837 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3645125.000000 Penalty: 12210.927734
	Iteration 24Q: 3 clusters Score -3645125 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3645376.250000 Penalty: 12210.927734
	Iteration 25Q: 3 clusters Score -3645376 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3645609.000000 Penalty: 12210.927734
	Iteration 26Q: 3 clusters Score -3645609 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3645804.500000 Penalty: 12210.927734
	Iteration 27Q: 3 clusters Score -3645804 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3645984.500000 Penalty: 12210.927734
	Iteration 28Q: 3 clusters Score -3645984 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3646148.750000 Penalty: 12210.927734
	Iteration 29Q: 3 clusters Score -3646149 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3646341.500000 Penalty: 12210.927734
	Iteration 30Q: 3 clusters Score -3646342 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3646523.000000 Penalty: 12210.927734
	Iteration 31Q: 3 clusters Score -3646523 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3646723.750000 Penalty: 12210.927734
	Iteration 32Q: 3 clusters Score -3646724 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3646934.250000 Penalty: 12210.927734
	Iteration 33Q: 3 clusters Score -3646934 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3647110.500000 Penalty: 12210.927734
	Iteration 34Q: 3 clusters Score -3647110 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3647289.000000 Penalty: 12210.927734
	Iteration 35Q: 3 clusters Score -3647289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3647474.500000 Penalty: 12210.927734
	Iteration 36Q: 3 clusters Score -3647474 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3647640.750000 Penalty: 12210.927734
	Iteration 37Q: 3 clusters Score -3647641 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3647768.250000 Penalty: 12210.927734
	Iteration 38Q: 3 clusters Score -3647768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3647893.000000 Penalty: 12210.927734
	Iteration 39Q: 3 clusters Score -3647893 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3647978.500000 Penalty: 12210.927734
	Iteration 40F: 3 clusters Score -3647978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3648073.500000 Penalty: 12210.927734
	Iteration 41Q: 3 clusters Score -3648074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3648140.250000 Penalty: 12210.927734
	Iteration 42Q: 3 clusters Score -3648140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3648219.000000 Penalty: 12210.927734
	Iteration 43Q: 3 clusters Score -3648219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3648276.750000 Penalty: 12210.927734
	Iteration 44Q: 3 clusters Score -3648277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3648320.500000 Penalty: 12210.927734
	Iteration 45Q: 3 clusters Score -3648320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3648368.750000 Penalty: 12210.927734
	Iteration 46Q: 3 clusters Score -3648369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3648406.500000 Penalty: 12210.927734
	Iteration 47Q: 3 clusters Score -3648406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3648440.750000 Penalty: 12210.927734
	Iteration 48Q: 3 clusters Score -3648441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -3648472.750000 Penalty: 12210.927734
	Iteration 49Q: 3 clusters Score -3648473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3648494.500000 Penalty: 12210.927734
	Iteration 50Q: 3 clusters Score -3648494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3648508.000000 Penalty: 12210.927734
	Iteration 51Q: 3 clusters Score -3648508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3648529.250000 Penalty: 12210.927734
	Iteration 52Q: 3 clusters Score -3648529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3648542.750000 Penalty: 12210.927734
	Iteration 53Q: 3 clusters Score -3648543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3648567.000000 Penalty: 12210.927734
	Iteration 54Q: 3 clusters Score -3648567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3648574.500000 Penalty: 12210.927734
	Iteration 55Q: 3 clusters Score -3648574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3648580.750000 Penalty: 12210.927734
	Iteration 56Q: 3 clusters Score -3648581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3648583.000000 Penalty: 12210.927734
	Iteration 57Q: 3 clusters Score -3648583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3648583.500000 Penalty: 12210.927734
	Iteration 58Q: 3 clusters Score -3648584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3648581.250000 Penalty: 12210.927734
	Iteration 59Q: 3 clusters Score -3648581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3648590.250000 Penalty: 12210.927734
	Iteration 60F: 3 clusters Score -3648590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3648593.750000 Penalty: 12210.927734
	Iteration 61Q: 3 clusters Score -3648594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3648595.250000 Penalty: 12210.927734
	Iteration 62Q: 3 clusters Score -3648595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3648598.750000 Penalty: 12210.927734
	Iteration 63Q: 3 clusters Score -3648599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3648600.250000 Penalty: 12210.927734
	Iteration 64Q: 3 clusters Score -3648600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3648604.250000 Penalty: 12210.927734
	Iteration 65Q: 3 clusters Score -3648604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3648612.500000 Penalty: 12210.927734
	Iteration 66Q: 3 clusters Score -3648612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3648612.000000 Penalty: 12210.927734
	Iteration 67Q: 3 clusters Score -3648612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3648621.500000 Penalty: 12210.927734
	Iteration 68Q: 3 clusters Score -3648622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3648620.250000 Penalty: 12210.927734
	Iteration 69Q: 3 clusters Score -3648620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3648620.750000 Penalty: 12210.927734
	Iteration 70Q: 3 clusters Score -3648621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3648621.750000 Penalty: 12210.927734
	Iteration 71Q: 3 clusters Score -3648622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3648626.750000 Penalty: 12210.927734
	Iteration 72Q: 3 clusters Score -3648627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3648628.000000 Penalty: 12210.927734
	Iteration 73Q: 3 clusters Score -3648628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3648631.000000 Penalty: 12210.927734
	Iteration 74Q: 3 clusters Score -3648631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3648629.250000 Penalty: 12210.927734
	Iteration 75Q: 3 clusters Score -3648629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3648629.250000 Penalty: 12210.927734
	Iteration 76F: 3 clusters Score -3648629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -321021.562500 Penalty: 4655.552734
	Iteration 0F: 2 clusters Score -321021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -316097.062500 Penalty: 9311.105469
	Iteration 0F: 3 clusters Score -316097.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -316900.406250 Penalty: 9311.105469
	Iteration 1F: 3 clusters Score -316900.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -317337.968750 Penalty: 9311.105469
	Iteration 2F: 3 clusters Score -317338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -317902.500000 Penalty: 9311.105469
	Iteration 3F: 3 clusters Score -317902.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -318448.875000 Penalty: 9311.105469
	Iteration 4F: 3 clusters Score -318448.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319076.500000 Penalty: 9311.105469
	Iteration 5F: 3 clusters Score -319076.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -319753.875000 Penalty: 9311.105469
	Iteration 6F: 3 clusters Score -319753.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -320502.468750 Penalty: 9311.105469
	Iteration 7Q: 3 clusters Score -320502.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -321407.625000 Penalty: 9311.105469
	Iteration 8Q: 3 clusters Score -321407.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321989.000000 Penalty: 9311.105469
	Iteration 9Q: 3 clusters Score -321989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -322286.812500 Penalty: 9311.105469
	Iteration 10Q: 3 clusters Score -322286.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -322668.312500 Penalty: 9311.105469
	Iteration 11Q: 3 clusters Score -322668.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -323019.281250 Penalty: 9311.105469
	Iteration 12Q: 3 clusters Score -323019.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -323270.312500 Penalty: 9311.105469
	Iteration 13Q: 3 clusters Score -323270.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -323325.593750 Penalty: 9311.105469
	Iteration 14Q: 3 clusters Score -323325.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -323394.500000 Penalty: 9311.105469
	Iteration 15Q: 3 clusters Score -323394.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -323509.593750 Penalty: 9311.105469
	Iteration 16Q: 3 clusters Score -323509.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -323629.093750 Penalty: 9311.105469
	Iteration 17Q: 3 clusters Score -323629.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -323791.093750 Penalty: 9311.105469
	Iteration 18Q: 3 clusters Score -323791.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -323973.218750 Penalty: 9311.105469
	Iteration 19Q: 3 clusters Score -323973.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -324079.500000 Penalty: 9311.105469
	Iteration 20F: 3 clusters Score -324079.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -324107.656250 Penalty: 9311.105469
	Iteration 21Q: 3 clusters Score -324107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -324114.062500 Penalty: 9311.105469
	Iteration 22Q: 3 clusters Score -324114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -324114.062500 Penalty: 9311.105469
	Iteration 23F: 3 clusters Score -324114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148350 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 62944 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 76124 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 15710 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 464885 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 987 members 
Entering Unmasked Estep 
Score: -226832512.000000 Penalty: 267010.843750
Splitting cluster 21 changes total score from -226833792.000000 to -226832512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (15710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Entering Unmasked Estep 
Score: -2660230.500000 Penalty: 5918.007324
	Iteration 0F: 2 clusters Score -2660230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2646422.250000 Penalty: 11836.014648
	Iteration 0F: 3 clusters Score -2646422 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2650087.500000 Penalty: 11836.014648
	Iteration 1F: 3 clusters Score -2650088 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2650830.500000 Penalty: 11836.014648
	Iteration 2F: 3 clusters Score -2650830 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2651388.500000 Penalty: 11836.014648
	Iteration 3F: 3 clusters Score -2651388 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2651826.250000 Penalty: 11836.014648
	Iteration 4Q: 3 clusters Score -2651826 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2652207.000000 Penalty: 11836.014648
	Iteration 5Q: 3 clusters Score -2652207 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2652517.500000 Penalty: 11836.014648
	Iteration 6Q: 3 clusters Score -2652518 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2652764.250000 Penalty: 11836.014648
	Iteration 7Q: 3 clusters Score -2652764 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2652958.000000 Penalty: 11836.014648
	Iteration 8Q: 3 clusters Score -2652958 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2653108.750000 Penalty: 11836.014648
	Iteration 9Q: 3 clusters Score -2653109 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2653240.750000 Penalty: 11836.014648
	Iteration 10Q: 3 clusters Score -2653241 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2653381.000000 Penalty: 11836.014648
	Iteration 11Q: 3 clusters Score -2653381 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2653451.500000 Penalty: 11836.014648
	Iteration 12Q: 3 clusters Score -2653452 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2653529.250000 Penalty: 11836.014648
	Iteration 13Q: 3 clusters Score -2653529 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2653595.000000 Penalty: 11836.014648
	Iteration 14Q: 3 clusters Score -2653595 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2653650.000000 Penalty: 11836.014648
	Iteration 15Q: 3 clusters Score -2653650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2653713.500000 Penalty: 11836.014648
	Iteration 16Q: 3 clusters Score -2653714 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2653775.000000 Penalty: 11836.014648
	Iteration 17Q: 3 clusters Score -2653775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2653814.500000 Penalty: 11836.014648
	Iteration 18Q: 3 clusters Score -2653814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2653848.250000 Penalty: 11836.014648
	Iteration 19Q: 3 clusters Score -2653848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2653866.500000 Penalty: 11836.014648
	Iteration 20F: 3 clusters Score -2653866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2653896.000000 Penalty: 11836.014648
	Iteration 21Q: 3 clusters Score -2653896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2653908.250000 Penalty: 11836.014648
	Iteration 22Q: 3 clusters Score -2653908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2653936.000000 Penalty: 11836.014648
	Iteration 23Q: 3 clusters Score -2653936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2653946.750000 Penalty: 11836.014648
	Iteration 24Q: 3 clusters Score -2653947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2653967.750000 Penalty: 11836.014648
	Iteration 25Q: 3 clusters Score -2653968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2653991.250000 Penalty: 11836.014648
	Iteration 26Q: 3 clusters Score -2653991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2654002.000000 Penalty: 11836.014648
	Iteration 27Q: 3 clusters Score -2654002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2654016.500000 Penalty: 11836.014648
	Iteration 28Q: 3 clusters Score -2654016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2654028.000000 Penalty: 11836.014648
	Iteration 29Q: 3 clusters Score -2654028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2654044.500000 Penalty: 11836.014648
	Iteration 30Q: 3 clusters Score -2654044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2654068.000000 Penalty: 11836.014648
	Iteration 31Q: 3 clusters Score -2654068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2654079.250000 Penalty: 11836.014648
	Iteration 32Q: 3 clusters Score -2654079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2654088.000000 Penalty: 11836.014648
	Iteration 33Q: 3 clusters Score -2654088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2654112.750000 Penalty: 11836.014648
	Iteration 34Q: 3 clusters Score -2654113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2654111.750000 Penalty: 11836.014648
	Iteration 35Q: 3 clusters Score -2654112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2654118.000000 Penalty: 11836.014648
	Iteration 36Q: 3 clusters Score -2654118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2654127.500000 Penalty: 11836.014648
	Iteration 37Q: 3 clusters Score -2654128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2654143.000000 Penalty: 11836.014648
	Iteration 38Q: 3 clusters Score -2654143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2654148.250000 Penalty: 11836.014648
	Iteration 39Q: 3 clusters Score -2654148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2654152.500000 Penalty: 11836.014648
	Iteration 40F: 3 clusters Score -2654152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2654156.750000 Penalty: 11836.014648
	Iteration 41Q: 3 clusters Score -2654157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2654169.250000 Penalty: 11836.014648
	Iteration 42Q: 3 clusters Score -2654169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2654173.750000 Penalty: 11836.014648
	Iteration 43Q: 3 clusters Score -2654174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2654186.000000 Penalty: 11836.014648
	Iteration 44Q: 3 clusters Score -2654186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2654183.750000 Penalty: 11836.014648
	Iteration 45Q: 3 clusters Score -2654184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2654182.750000 Penalty: 11836.014648
	Iteration 46Q: 3 clusters Score -2654183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2654191.500000 Penalty: 11836.014648
	Iteration 47Q: 3 clusters Score -2654192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2654196.500000 Penalty: 11836.014648
	Iteration 48Q: 3 clusters Score -2654196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2654210.500000 Penalty: 11836.014648
	Iteration 49Q: 3 clusters Score -2654210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2654212.500000 Penalty: 11836.014648
	Iteration 50Q: 3 clusters Score -2654212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2654225.250000 Penalty: 11836.014648
	Iteration 51Q: 3 clusters Score -2654225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2654228.250000 Penalty: 11836.014648
	Iteration 52Q: 3 clusters Score -2654228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2654240.750000 Penalty: 11836.014648
	Iteration 53Q: 3 clusters Score -2654241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2654230.000000 Penalty: 11836.014648
	Iteration 54Q: 3 clusters Score -2654230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2654239.500000 Penalty: 11836.014648
	Iteration 55Q: 3 clusters Score -2654240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2654251.500000 Penalty: 11836.014648
	Iteration 56Q: 3 clusters Score -2654252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2654250.250000 Penalty: 11836.014648
	Iteration 57Q: 3 clusters Score -2654250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2654251.500000 Penalty: 11836.014648
	Iteration 58Q: 3 clusters Score -2654252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2654246.500000 Penalty: 11836.014648
	Iteration 59Q: 3 clusters Score -2654246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2654255.750000 Penalty: 11836.014648
	Iteration 60F: 3 clusters Score -2654256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2654254.000000 Penalty: 11836.014648
	Iteration 61Q: 3 clusters Score -2654254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2654249.250000 Penalty: 11836.014648
	Iteration 62Q: 3 clusters Score -2654249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2654249.750000 Penalty: 11836.014648
	Iteration 63Q: 3 clusters Score -2654250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2654251.250000 Penalty: 11836.014648
	Iteration 64Q: 3 clusters Score -2654251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2654253.500000 Penalty: 11836.014648
	Iteration 65Q: 3 clusters Score -2654254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2654256.000000 Penalty: 11836.014648
	Iteration 66Q: 3 clusters Score -2654256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2654259.000000 Penalty: 11836.014648
	Iteration 67Q: 3 clusters Score -2654259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2654260.000000 Penalty: 11836.014648
	Iteration 68Q: 3 clusters Score -2654260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2654258.750000 Penalty: 11836.014648
	Iteration 69Q: 3 clusters Score -2654259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2654257.500000 Penalty: 11836.014648
	Iteration 70Q: 3 clusters Score -2654258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2654255.250000 Penalty: 11836.014648
	Iteration 71Q: 3 clusters Score -2654255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2654255.750000 Penalty: 11836.014648
	Iteration 72Q: 3 clusters Score -2654256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2654257.000000 Penalty: 11836.014648
	Iteration 73Q: 3 clusters Score -2654257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2654262.000000 Penalty: 11836.014648
	Iteration 74Q: 3 clusters Score -2654262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2654269.750000 Penalty: 11836.014648
	Iteration 75Q: 3 clusters Score -2654270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2654268.000000 Penalty: 11836.014648
	Iteration 76Q: 3 clusters Score -2654268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2654268.500000 Penalty: 11836.014648
	Iteration 77Q: 3 clusters Score -2654268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2654267.500000 Penalty: 11836.014648
	Iteration 78Q: 3 clusters Score -2654268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2654272.500000 Penalty: 11836.014648
	Iteration 79Q: 3 clusters Score -2654272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2654271.500000 Penalty: 11836.014648
	Iteration 80F: 3 clusters Score -2654272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2654274.250000 Penalty: 11836.014648
	Iteration 81Q: 3 clusters Score -2654274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2654282.000000 Penalty: 11836.014648
	Iteration 82Q: 3 clusters Score -2654282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2654280.500000 Penalty: 11836.014648
	Iteration 83Q: 3 clusters Score -2654280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2654277.000000 Penalty: 11836.014648
	Iteration 84Q: 3 clusters Score -2654277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2654278.250000 Penalty: 11836.014648
	Iteration 85Q: 3 clusters Score -2654278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2654281.250000 Penalty: 11836.014648
	Iteration 86Q: 3 clusters Score -2654281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2654283.000000 Penalty: 11836.014648
	Iteration 87Q: 3 clusters Score -2654283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2654285.500000 Penalty: 11836.014648
	Iteration 88Q: 3 clusters Score -2654286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2654287.000000 Penalty: 11836.014648
	Iteration 89Q: 3 clusters Score -2654287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2654291.250000 Penalty: 11836.014648
	Iteration 90Q: 3 clusters Score -2654291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2654294.000000 Penalty: 11836.014648
	Iteration 91Q: 3 clusters Score -2654294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2654295.250000 Penalty: 11836.014648
	Iteration 92Q: 3 clusters Score -2654295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2654297.250000 Penalty: 11836.014648
	Iteration 93Q: 3 clusters Score -2654297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2654297.000000 Penalty: 11836.014648
	Iteration 94Q: 3 clusters Score -2654297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2654295.750000 Penalty: 11836.014648
	Iteration 95Q: 3 clusters Score -2654296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2654295.000000 Penalty: 11836.014648
	Iteration 96Q: 3 clusters Score -2654295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2654296.500000 Penalty: 11836.014648
	Iteration 97Q: 3 clusters Score -2654296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2654307.250000 Penalty: 11836.014648
	Iteration 98Q: 3 clusters Score -2654307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2654304.250000 Penalty: 11836.014648
	Iteration 99Q: 3 clusters Score -2654304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2654302.750000 Penalty: 11836.014648
	Iteration 100F: 3 clusters Score -2654303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2654308.750000 Penalty: 11836.014648
	Iteration 101Q: 3 clusters Score -2654309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2654305.500000 Penalty: 11836.014648
	Iteration 102Q: 3 clusters Score -2654306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2654306.500000 Penalty: 11836.014648
	Iteration 103Q: 3 clusters Score -2654306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2654301.000000 Penalty: 11836.014648
	Iteration 104Q: 3 clusters Score -2654301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2654302.250000 Penalty: 11836.014648
	Iteration 105Q: 3 clusters Score -2654302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2654303.750000 Penalty: 11836.014648
	Iteration 106Q: 3 clusters Score -2654304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2654303.000000 Penalty: 11836.014648
	Iteration 107Q: 3 clusters Score -2654303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2654310.000000 Penalty: 11836.014648
	Iteration 108Q: 3 clusters Score -2654310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2654304.500000 Penalty: 11836.014648
	Iteration 109Q: 3 clusters Score -2654304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2654302.750000 Penalty: 11836.014648
	Iteration 110Q: 3 clusters Score -2654303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2654303.250000 Penalty: 11836.014648
	Iteration 111Q: 3 clusters Score -2654303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2654303.000000 Penalty: 11836.014648
	Iteration 112Q: 3 clusters Score -2654303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2654306.250000 Penalty: 11836.014648
	Iteration 113Q: 3 clusters Score -2654306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2654296.250000 Penalty: 11836.014648
	Iteration 114Q: 3 clusters Score -2654296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2654299.750000 Penalty: 11836.014648
	Iteration 115Q: 3 clusters Score -2654300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2654300.750000 Penalty: 11836.014648
	Iteration 116Q: 3 clusters Score -2654301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2654307.250000 Penalty: 11836.014648
	Iteration 117Q: 3 clusters Score -2654307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2654303.000000 Penalty: 11836.014648
	Iteration 118Q: 3 clusters Score -2654303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2654311.750000 Penalty: 11836.014648
	Iteration 119Q: 3 clusters Score -2654312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2654311.750000 Penalty: 11836.014648
	Iteration 120F: 3 clusters Score -2654312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2654314.250000 Penalty: 11836.014648
	Iteration 121Q: 3 clusters Score -2654314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2654317.000000 Penalty: 11836.014648
	Iteration 122Q: 3 clusters Score -2654317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2654315.500000 Penalty: 11836.014648
	Iteration 123Q: 3 clusters Score -2654316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2654315.500000 Penalty: 11836.014648
	Iteration 124F: 3 clusters Score -2654316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -176273.109375 Penalty: 4325.067383
	Iteration 0F: 2 clusters Score -176273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -172210.906250 Penalty: 8650.134766
	Iteration 0F: 3 clusters Score -172210.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172899.359375 Penalty: 8650.134766
	Iteration 1F: 3 clusters Score -172899.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -173447.968750 Penalty: 8650.134766
	Iteration 2F: 3 clusters Score -173448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -173961.781250 Penalty: 8650.134766
	Iteration 3F: 3 clusters Score -173961.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174441.625000 Penalty: 8650.134766
	Iteration 4F: 3 clusters Score -174441.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174777.531250 Penalty: 8650.134766
	Iteration 5Q: 3 clusters Score -174777.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175009.890625 Penalty: 8650.134766
	Iteration 6Q: 3 clusters Score -175009.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -175101.953125 Penalty: 8650.134766
	Iteration 7Q: 3 clusters Score -175102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175220.765625 Penalty: 8650.134766
	Iteration 8Q: 3 clusters Score -175220.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -175340.968750 Penalty: 8650.134766
	Iteration 9Q: 3 clusters Score -175341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -175428.250000 Penalty: 8650.134766
	Iteration 10Q: 3 clusters Score -175428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175441.906250 Penalty: 8650.134766
	Iteration 11Q: 3 clusters Score -175441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175451.578125 Penalty: 8650.134766
	Iteration 12Q: 3 clusters Score -175451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175456.281250 Penalty: 8650.134766
	Iteration 13Q: 3 clusters Score -175456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175456.281250 Penalty: 8650.134766
	Iteration 14F: 3 clusters Score -175456.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (174169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Entering Unmasked Estep 
Score: -31460438.000000 Penalty: 7391.516113
	Iteration 0F: 2 clusters Score -3.146044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -31343908.000000 Penalty: 14783.032227
	Iteration 0F: 3 clusters Score -3.134391e+07 nChanged 81302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -31389130.000000 Penalty: 14783.032227
	Iteration 1F: 3 clusters Score -3.138913e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -31390660.000000 Penalty: 14783.032227
	Iteration 2Q: 3 clusters Score -3.139066e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -31392752.000000 Penalty: 14783.032227
	Iteration 3Q: 3 clusters Score -3.139275e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -31396006.000000 Penalty: 14783.032227
	Iteration 4Q: 3 clusters Score -3.139601e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -31401642.000000 Penalty: 14783.032227
	Iteration 5F: 3 clusters Score -3.140164e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -31411284.000000 Penalty: 14783.032227
	Iteration 6F: 3 clusters Score -3.141128e+07 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -31426274.000000 Penalty: 14783.032227
	Iteration 7F: 3 clusters Score -3.142627e+07 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160866 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -31440810.000000 Penalty: 14783.032227
	Iteration 8F: 3 clusters Score -3.144081e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -31449316.000000 Penalty: 14783.032227
	Iteration 9Q: 3 clusters Score -3.144932e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -31452466.000000 Penalty: 14783.032227
	Iteration 10Q: 3 clusters Score -3.145247e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173348 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -31453246.000000 Penalty: 14783.032227
	Iteration 11Q: 3 clusters Score -3.145325e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -31453486.000000 Penalty: 14783.032227
	Iteration 12Q: 3 clusters Score -3.145349e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -31453602.000000 Penalty: 14783.032227
	Iteration 13Q: 3 clusters Score -3.14536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -31453730.000000 Penalty: 14783.032227
	Iteration 14Q: 3 clusters Score -3.145373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173683 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -31453760.000000 Penalty: 14783.032227
	Iteration 15Q: 3 clusters Score -3.145376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -31453774.000000 Penalty: 14783.032227
	Iteration 16Q: 3 clusters Score -3.145377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173696 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31453806.000000 Penalty: 14783.032227
	Iteration 17Q: 3 clusters Score -3.145381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173700 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -31453798.000000 Penalty: 14783.032227
	Iteration 18Q: 3 clusters Score -3.14538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31453810.000000 Penalty: 14783.032227
	Iteration 19Q: 3 clusters Score -3.145381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31453852.000000 Penalty: 14783.032227
	Iteration 20F: 3 clusters Score -3.145385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -31453872.000000 Penalty: 14783.032227
	Iteration 21Q: 3 clusters Score -3.145387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -31453866.000000 Penalty: 14783.032227
	Iteration 22Q: 3 clusters Score -3.145387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173729 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -31453888.000000 Penalty: 14783.032227
	Iteration 23Q: 3 clusters Score -3.145389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -31453896.000000 Penalty: 14783.032227
	Iteration 24Q: 3 clusters Score -3.14539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31453886.000000 Penalty: 14783.032227
	Iteration 25Q: 3 clusters Score -3.145389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31453886.000000 Penalty: 14783.032227
	Iteration 26Q: 3 clusters Score -3.145389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31453886.000000 Penalty: 14783.032227
	Iteration 27F: 3 clusters Score -3.145389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -132332.531250 Penalty: 4148.511719
	Iteration 0F: 2 clusters Score -132332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -128556.429688 Penalty: 8297.023438
	Iteration 0F: 3 clusters Score -128556.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -129247.125000 Penalty: 8297.023438
	Iteration 1F: 3 clusters Score -129247.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -129687.859375 Penalty: 8297.023438
	Iteration 2F: 3 clusters Score -129687.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -130234.242188 Penalty: 8297.023438
	Iteration 3F: 3 clusters Score -130234.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -130694.226562 Penalty: 8297.023438
	Iteration 4F: 3 clusters Score -130694.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131180.843750 Penalty: 8297.023438
	Iteration 5Q: 3 clusters Score -131180.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131549.937500 Penalty: 8297.023438
	Iteration 6Q: 3 clusters Score -131549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -131636.203125 Penalty: 8297.023438
	Iteration 7Q: 3 clusters Score -131636.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131655.875000 Penalty: 8297.023438
	Iteration 8Q: 3 clusters Score -131655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131655.875000 Penalty: 8297.023438
	Iteration 9F: 3 clusters Score -131655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -342784.625000 Penalty: 4634.682129
	Iteration 0F: 2 clusters Score -342784.6 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 987 members 
Entering Unmasked Estep 
Score: -337850.656250 Penalty: 9269.364258
	Iteration 0F: 3 clusters Score -337850.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -338407.906250 Penalty: 9269.364258
	Iteration 1F: 3 clusters Score -338407.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -338601.625000 Penalty: 9269.364258
	Iteration 2F: 3 clusters Score -338601.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -338690.687500 Penalty: 9269.364258
	Iteration 3Q: 3 clusters Score -338690.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338761.781250 Penalty: 9269.364258
	Iteration 4Q: 3 clusters Score -338761.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338834.687500 Penalty: 9269.364258
	Iteration 5Q: 3 clusters Score -338834.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -338904.187500 Penalty: 9269.364258
	Iteration 6Q: 3 clusters Score -338904.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -339023.062500 Penalty: 9269.364258
	Iteration 7Q: 3 clusters Score -339023.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -339197.843750 Penalty: 9269.364258
	Iteration 8Q: 3 clusters Score -339197.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -339426.406250 Penalty: 9269.364258
	Iteration 9Q: 3 clusters Score -339426.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -339751.187500 Penalty: 9269.364258
	Iteration 10Q: 3 clusters Score -339751.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -340053.187500 Penalty: 9269.364258
	Iteration 11Q: 3 clusters Score -340053.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -340365.937500 Penalty: 9269.364258
	Iteration 12Q: 3 clusters Score -340365.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -340627.875000 Penalty: 9269.364258
	Iteration 13Q: 3 clusters Score -340627.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -340842.750000 Penalty: 9269.364258
	Iteration 14Q: 3 clusters Score -340842.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -341027.250000 Penalty: 9269.364258
	Iteration 15Q: 3 clusters Score -341027.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -341238.656250 Penalty: 9269.364258
	Iteration 16Q: 3 clusters Score -341238.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -341418.718750 Penalty: 9269.364258
	Iteration 17Q: 3 clusters Score -341418.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -341514.812500 Penalty: 9269.364258
	Iteration 18Q: 3 clusters Score -341514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -341551.875000 Penalty: 9269.364258
	Iteration 19Q: 3 clusters Score -341551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -341571.312500 Penalty: 9269.364258
	Iteration 20F: 3 clusters Score -341571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341595.375000 Penalty: 9269.364258
	Iteration 21Q: 3 clusters Score -341595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -341609.406250 Penalty: 9269.364258
	Iteration 22Q: 3 clusters Score -341609.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -341609.406250 Penalty: 9269.364258
	Iteration 23F: 3 clusters Score -341609.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -65214.480469 Penalty: 3806.447510
	Iteration 0F: 2 clusters Score -65214.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62107.503906 Penalty: 7612.895020
	Iteration 0F: 3 clusters Score -62107.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62803.316406 Penalty: 7612.895020
	Iteration 1F: 3 clusters Score -62803.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63049.363281 Penalty: 7612.895020
	Iteration 2F: 3 clusters Score -63049.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63343.652344 Penalty: 7612.895020
	Iteration 3F: 3 clusters Score -63343.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63561.847656 Penalty: 7612.895020
	Iteration 4Q: 3 clusters Score -63561.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63699.121094 Penalty: 7612.895020
	Iteration 5Q: 3 clusters Score -63699.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63819.921875 Penalty: 7612.895020
	Iteration 6Q: 3 clusters Score -63819.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63966.585938 Penalty: 7612.895020
	Iteration 7Q: 3 clusters Score -63966.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64283.632812 Penalty: 7612.895020
	Iteration 8Q: 3 clusters Score -64283.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64351.257812 Penalty: 7612.895020
	Iteration 9Q: 3 clusters Score -64351.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64397.414062 Penalty: 7612.895020
	Iteration 10Q: 3 clusters Score -64397.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64425.167969 Penalty: 7612.895020
	Iteration 11Q: 3 clusters Score -64425.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64425.167969 Penalty: 7612.895020
	Iteration 12F: 3 clusters Score -64425.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 104898 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 148350 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39301 members 
Mstep: Class 9 contains 62944 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 76124 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 6790 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 21335 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15710 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174169 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226839584.000000 Penalty: 258397.593750
Iteration 119Q: 31 clusters Score -2.268396e+08 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 105206 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149628 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 39419 members 
Mstep: Class 9 contains 63143 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 76375 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 18254 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 21108 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15784 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 174073 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 13396 members 
Mstep: Class 29 contains 461193 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845904.000000 Penalty: 258397.593750
Iteration 120F: 31 clusters Score -2.268459e+08 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 103481 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149354 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 63067 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 75836 members 
Mstep: Class 13 contains 32769 members 
Mstep: Class 14 contains 13196 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18225 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 20994 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15714 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 174010 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 14152 members 
Mstep: Class 29 contains 462590 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846608.000000 Penalty: 258397.593750
Iteration 121Q: 31 clusters Score -2.268466e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 102429 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149327 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 63073 members 
Mstep: Class 10 contains 10649 members 
Mstep: Class 11 contains 7509 members 
Mstep: Class 12 contains 75524 members 
Mstep: Class 13 contains 32708 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18215 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15667 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173978 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 14608 members 
Mstep: Class 29 contains 463081 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847344.000000 Penalty: 258397.593750
Iteration 122Q: 31 clusters Score -2.268473e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 101690 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149337 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39434 members 
Mstep: Class 9 contains 63058 members 
Mstep: Class 10 contains 11245 members 
Mstep: Class 11 contains 7508 members 
Mstep: Class 12 contains 75321 members 
Mstep: Class 13 contains 32678 members 
Mstep: Class 14 contains 13226 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20825 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 15636 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173957 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 14917 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847552.000000 Penalty: 258397.593750
Iteration 123Q: 31 clusters Score -2.268476e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 101125 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149339 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39427 members 
Mstep: Class 9 contains 63068 members 
Mstep: Class 10 contains 11716 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 75171 members 
Mstep: Class 13 contains 32637 members 
Mstep: Class 14 contains 13240 members 
Mstep: Class 15 contains 6775 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18270 members 
Mstep: Class 18 contains 8989 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 20766 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 15623 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173949 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 15144 members 
Mstep: Class 29 contains 463478 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847744.000000 Penalty: 258397.593750
Iteration 124Q: 31 clusters Score -2.268477e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 100686 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149353 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39408 members 
Mstep: Class 9 contains 63085 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 75065 members 
Mstep: Class 13 contains 32615 members 
Mstep: Class 14 contains 13244 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18282 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20723 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 15622 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173941 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 516 members 
Mstep: Class 28 contains 15296 members 
Mstep: Class 29 contains 463541 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848512.000000 Penalty: 258397.593750
Iteration 125Q: 31 clusters Score -2.268485e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 100377 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 149360 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39414 members 
Mstep: Class 9 contains 63095 members 
Mstep: Class 10 contains 12446 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 74993 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 13254 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18290 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20678 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15619 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173936 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 15422 members 
Mstep: Class 29 contains 463551 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848128.000000 Penalty: 258397.593750
Iteration 126Q: 31 clusters Score -2.268481e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 100183 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 149338 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39413 members 
Mstep: Class 9 contains 63091 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 74950 members 
Mstep: Class 13 contains 32569 members 
Mstep: Class 14 contains 13255 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20637 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15601 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173934 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 463577 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848480.000000 Penalty: 258397.593750
Iteration 127Q: 31 clusters Score -2.268485e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 3201 members 
Mstep: Class 4 contains 100062 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 149344 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 63082 members 
Mstep: Class 10 contains 12945 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 74919 members 
Mstep: Class 13 contains 32558 members 
Mstep: Class 14 contains 13259 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18275 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20609 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15584 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173927 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 15565 members 
Mstep: Class 29 contains 463533 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849136.000000 Penalty: 258397.593750
Iteration 128Q: 31 clusters Score -2.268491e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 99969 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 149335 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39423 members 
Mstep: Class 9 contains 63072 members 
Mstep: Class 10 contains 13143 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 74888 members 
Mstep: Class 13 contains 32549 members 
Mstep: Class 14 contains 13269 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18277 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20576 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15578 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173916 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 520 members 
Mstep: Class 28 contains 15618 members 
Mstep: Class 29 contains 463480 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849136.000000 Penalty: 258397.593750
Iteration 129Q: 31 clusters Score -2.268491e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 99913 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 149325 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39423 members 
Mstep: Class 9 contains 63060 members 
Mstep: Class 10 contains 13286 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 74868 members 
Mstep: Class 13 contains 32545 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18287 members 
Mstep: Class 18 contains 8882 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20539 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15577 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173917 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15649 members 
Mstep: Class 29 contains 463447 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849248.000000 Penalty: 258397.593750
Iteration 130Q: 31 clusters Score -2.268492e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 99863 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 149301 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39424 members 
Mstep: Class 9 contains 63053 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 7498 members 
Mstep: Class 12 contains 74844 members 
Mstep: Class 13 contains 32538 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18300 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20516 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15580 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173913 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15679 members 
Mstep: Class 29 contains 463429 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849040.000000 Penalty: 258397.593750
Iteration 131Q: 31 clusters Score -2.26849e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 4 contains 99830 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149292 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 63044 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 74826 members 
Mstep: Class 13 contains 32530 members 
Mstep: Class 14 contains 13286 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18310 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20494 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15577 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173909 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15708 members 
Mstep: Class 29 contains 463418 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849248.000000 Penalty: 258397.593750
Iteration 132Q: 31 clusters Score -2.268492e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 4173 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 99803 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149296 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39418 members 
Mstep: Class 9 contains 63043 members 
Mstep: Class 10 contains 13566 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 74811 members 
Mstep: Class 13 contains 32522 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18310 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20475 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 15576 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173902 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15736 members 
Mstep: Class 29 contains 463399 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849408.000000 Penalty: 258397.593750
Iteration 133Q: 31 clusters Score -2.268494e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 4176 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 99780 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149273 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39417 members 
Mstep: Class 9 contains 63038 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 74793 members 
Mstep: Class 13 contains 32513 members 
Mstep: Class 14 contains 13287 members 
Mstep: Class 15 contains 6792 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18321 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20464 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15575 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173900 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15752 members 
Mstep: Class 29 contains 463390 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849264.000000 Penalty: 258397.593750
Iteration 134Q: 31 clusters Score -2.268493e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99760 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149257 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 63035 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 74778 members 
Mstep: Class 13 contains 32506 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 6793 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18323 members 
Mstep: Class 18 contains 8841 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20451 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15568 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173900 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15769 members 
Mstep: Class 29 contains 463398 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849232.000000 Penalty: 258397.593750
Iteration 135Q: 31 clusters Score -2.268492e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99737 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149261 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39427 members 
Mstep: Class 9 contains 63025 members 
Mstep: Class 10 contains 13766 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 74763 members 
Mstep: Class 13 contains 32500 members 
Mstep: Class 14 contains 13291 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18321 members 
Mstep: Class 18 contains 8834 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20438 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15565 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15788 members 
Mstep: Class 29 contains 463394 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849072.000000 Penalty: 258397.593750
Iteration 136Q: 31 clusters Score -2.268491e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99722 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149253 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39427 members 
Mstep: Class 9 contains 63021 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 74751 members 
Mstep: Class 13 contains 32499 members 
Mstep: Class 14 contains 13290 members 
Mstep: Class 15 contains 6795 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18319 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20429 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173896 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15805 members 
Mstep: Class 29 contains 463393 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848864.000000 Penalty: 258397.593750
Iteration 137Q: 31 clusters Score -2.268489e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99693 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149254 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39432 members 
Mstep: Class 9 contains 63011 members 
Mstep: Class 10 contains 13888 members 
Mstep: Class 11 contains 7498 members 
Mstep: Class 12 contains 74744 members 
Mstep: Class 13 contains 32498 members 
Mstep: Class 14 contains 13291 members 
Mstep: Class 15 contains 6796 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18314 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20422 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173896 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15815 members 
Mstep: Class 29 contains 463378 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 31 clusters Score -2.26849e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99672 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149264 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39432 members 
Mstep: Class 9 contains 63002 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 74735 members 
Mstep: Class 13 contains 32490 members 
Mstep: Class 14 contains 13292 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18304 members 
Mstep: Class 18 contains 8824 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20422 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15549 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173895 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15820 members 
Mstep: Class 29 contains 463375 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849088.000000 Penalty: 258397.593750
Iteration 139Q: 31 clusters Score -2.268491e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99661 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149262 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39426 members 
Mstep: Class 9 contains 63003 members 
Mstep: Class 10 contains 13969 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 32489 members 
Mstep: Class 14 contains 13292 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18301 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20418 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173887 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15827 members 
Mstep: Class 29 contains 463382 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849280.000000 Penalty: 258397.593750
Iteration 140F: 31 clusters Score -2.268493e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99662 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149254 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 63001 members 
Mstep: Class 10 contains 13969 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 74721 members 
Mstep: Class 13 contains 32491 members 
Mstep: Class 14 contains 13294 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18304 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20407 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15551 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173887 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15839 members 
Mstep: Class 29 contains 463392 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849376.000000 Penalty: 258397.593750
Iteration 141Q: 31 clusters Score -2.268494e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99657 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149245 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 63001 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 74720 members 
Mstep: Class 13 contains 32492 members 
Mstep: Class 14 contains 13294 members 
Mstep: Class 15 contains 6799 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18301 members 
Mstep: Class 18 contains 8812 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20407 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15548 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173889 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15847 members 
Mstep: Class 29 contains 463377 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848944.000000 Penalty: 258397.593750
Iteration 142Q: 31 clusters Score -2.268489e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99658 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149242 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 62994 members 
Mstep: Class 10 contains 14018 members 
Mstep: Class 11 contains 7495 members 
Mstep: Class 12 contains 74717 members 
Mstep: Class 13 contains 32492 members 
Mstep: Class 14 contains 13295 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18306 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20407 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15549 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173892 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15854 members 
Mstep: Class 29 contains 463355 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849152.000000 Penalty: 258397.593750
Iteration 143Q: 31 clusters Score -2.268492e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99655 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149239 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 62989 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 7492 members 
Mstep: Class 12 contains 74713 members 
Mstep: Class 13 contains 32492 members 
Mstep: Class 14 contains 13296 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18310 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20401 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15551 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173895 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15862 members 
Mstep: Class 29 contains 463334 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849344.000000 Penalty: 258397.593750
Iteration 144Q: 31 clusters Score -2.268493e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99650 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149230 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39432 members 
Mstep: Class 9 contains 62989 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74709 members 
Mstep: Class 13 contains 32493 members 
Mstep: Class 14 contains 13296 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18313 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20388 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15865 members 
Mstep: Class 29 contains 463329 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849392.000000 Penalty: 258397.593750
Iteration 145Q: 31 clusters Score -2.268494e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99641 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149226 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39434 members 
Mstep: Class 9 contains 62989 members 
Mstep: Class 10 contains 14092 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74704 members 
Mstep: Class 13 contains 32490 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18312 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20381 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15871 members 
Mstep: Class 29 contains 463330 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849568.000000 Penalty: 258397.593750
Iteration 146Q: 31 clusters Score -2.268496e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99637 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149217 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 62984 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74698 members 
Mstep: Class 13 contains 32491 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18313 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20378 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173895 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15880 members 
Mstep: Class 29 contains 463334 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849824.000000 Penalty: 258397.593750
Iteration 147Q: 31 clusters Score -2.268498e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99631 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149215 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 39433 members 
Mstep: Class 9 contains 62981 members 
Mstep: Class 10 contains 14122 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74690 members 
Mstep: Class 13 contains 32491 members 
Mstep: Class 14 contains 13305 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18313 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173892 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15887 members 
Mstep: Class 29 contains 463346 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849856.000000 Penalty: 258397.593750
Iteration 148Q: 31 clusters Score -2.268499e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99631 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149213 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39439 members 
Mstep: Class 9 contains 62978 members 
Mstep: Class 10 contains 14121 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74684 members 
Mstep: Class 13 contains 32492 members 
Mstep: Class 14 contains 13308 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18316 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 2154 members 
Mstep: Class 20 contains 20366 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173892 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15896 members 
Mstep: Class 29 contains 463352 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
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Iteration 149Q: 31 clusters Score -2.268499e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99629 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149205 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39441 members 
Mstep: Class 9 contains 62972 members 
Mstep: Class 10 contains 14141 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74681 members 
Mstep: Class 13 contains 32490 members 
Mstep: Class 14 contains 13311 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18321 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 2153 members 
Mstep: Class 20 contains 20362 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15558 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173890 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15899 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849904.000000 Penalty: 258397.593750
Iteration 150Q: 31 clusters Score -2.268499e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99621 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149198 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39443 members 
Mstep: Class 9 contains 62971 members 
Mstep: Class 10 contains 14164 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74680 members 
Mstep: Class 13 contains 32487 members 
Mstep: Class 14 contains 13312 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18327 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20358 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173890 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15904 members 
Mstep: Class 29 contains 463346 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849712.000000 Penalty: 258397.593750
Iteration 151Q: 31 clusters Score -2.268497e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99622 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149178 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62974 members 
Mstep: Class 10 contains 14172 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74681 members 
Mstep: Class 13 contains 32486 members 
Mstep: Class 14 contains 13315 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18328 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20354 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173891 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15907 members 
Mstep: Class 29 contains 463354 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849728.000000 Penalty: 258397.593750
Iteration 152Q: 31 clusters Score -2.268497e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99620 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149161 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39447 members 
Mstep: Class 9 contains 62974 members 
Mstep: Class 10 contains 14192 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74680 members 
Mstep: Class 13 contains 32486 members 
Mstep: Class 14 contains 13319 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18329 members 
Mstep: Class 18 contains 8804 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20350 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173894 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15909 members 
Mstep: Class 29 contains 463349 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849776.000000 Penalty: 258397.593750
Iteration 153Q: 31 clusters Score -2.268498e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99617 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149166 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62974 members 
Mstep: Class 10 contains 14201 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74682 members 
Mstep: Class 13 contains 32485 members 
Mstep: Class 14 contains 13321 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18331 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20343 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15909 members 
Mstep: Class 29 contains 463342 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849680.000000 Penalty: 258397.593750
Iteration 154Q: 31 clusters Score -2.268497e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99613 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149165 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39444 members 
Mstep: Class 9 contains 62979 members 
Mstep: Class 10 contains 14211 members 
Mstep: Class 11 contains 7492 members 
Mstep: Class 12 contains 74680 members 
Mstep: Class 13 contains 32481 members 
Mstep: Class 14 contains 13324 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18332 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20343 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 463337 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849680.000000 Penalty: 258397.593750
Iteration 155Q: 31 clusters Score -2.268497e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99608 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149162 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39445 members 
Mstep: Class 9 contains 62982 members 
Mstep: Class 10 contains 14227 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74678 members 
Mstep: Class 13 contains 32481 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18330 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20340 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15551 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 463331 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849488.000000 Penalty: 258397.593750
Iteration 156Q: 31 clusters Score -2.268495e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99608 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149161 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39445 members 
Mstep: Class 9 contains 62978 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74676 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18332 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20338 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 463333 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849600.000000 Penalty: 258397.593750
Iteration 157Q: 31 clusters Score -2.268496e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99604 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149162 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39445 members 
Mstep: Class 9 contains 62974 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74676 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18334 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20336 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173901 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 463335 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849584.000000 Penalty: 258397.593750
Iteration 158Q: 31 clusters Score -2.268496e+08 nChanged 39
Entering ConstructFrom: 
Score: -226849584.000000 Penalty: 258397.593750
Entering ConstructFrom: 
Trying to split cluster 1 (27776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Entering Unmasked Estep 
Score: -4997962.000000 Penalty: 6267.055664
	Iteration 0F: 2 clusters Score -4997962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4976540.000000 Penalty: 12534.111328
	Iteration 0F: 3 clusters Score -4976540 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4982920.000000 Penalty: 12534.111328
	Iteration 1F: 3 clusters Score -4982920 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4983948.500000 Penalty: 12534.111328
	Iteration 2F: 3 clusters Score -4983948 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4985161.000000 Penalty: 12534.111328
	Iteration 3F: 3 clusters Score -4985161 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4986376.500000 Penalty: 12534.111328
	Iteration 4F: 3 clusters Score -4986376 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4987391.000000 Penalty: 12534.111328
	Iteration 5F: 3 clusters Score -4987391 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4988170.500000 Penalty: 12534.111328
	Iteration 6Q: 3 clusters Score -4988170 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4988679.500000 Penalty: 12534.111328
	Iteration 7Q: 3 clusters Score -4988680 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4989084.500000 Penalty: 12534.111328
	Iteration 8Q: 3 clusters Score -4989084 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4989386.500000 Penalty: 12534.111328
	Iteration 9Q: 3 clusters Score -4989386 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4989620.000000 Penalty: 12534.111328
	Iteration 10Q: 3 clusters Score -4989620 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4989845.500000 Penalty: 12534.111328
	Iteration 11Q: 3 clusters Score -4989846 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4990049.500000 Penalty: 12534.111328
	Iteration 12Q: 3 clusters Score -4990050 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4990210.000000 Penalty: 12534.111328
	Iteration 13Q: 3 clusters Score -4990210 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4990426.000000 Penalty: 12534.111328
	Iteration 14Q: 3 clusters Score -4990426 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4990622.000000 Penalty: 12534.111328
	Iteration 15Q: 3 clusters Score -4990622 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4990818.500000 Penalty: 12534.111328
	Iteration 16Q: 3 clusters Score -4990818 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4991024.500000 Penalty: 12534.111328
	Iteration 17Q: 3 clusters Score -4991024 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -4991229.000000 Penalty: 12534.111328
	Iteration 18Q: 3 clusters Score -4991229 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4991450.000000 Penalty: 12534.111328
	Iteration 19Q: 3 clusters Score -4991450 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4991663.000000 Penalty: 12534.111328
	Iteration 20F: 3 clusters Score -4991663 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4991864.500000 Penalty: 12534.111328
	Iteration 21Q: 3 clusters Score -4991864 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4992045.000000 Penalty: 12534.111328
	Iteration 22Q: 3 clusters Score -4992045 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4992232.500000 Penalty: 12534.111328
	Iteration 23Q: 3 clusters Score -4992232 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4992407.500000 Penalty: 12534.111328
	Iteration 24Q: 3 clusters Score -4992408 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4992523.000000 Penalty: 12534.111328
	Iteration 25Q: 3 clusters Score -4992523 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -4992693.000000 Penalty: 12534.111328
	Iteration 26Q: 3 clusters Score -4992693 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4992816.000000 Penalty: 12534.111328
	Iteration 27Q: 3 clusters Score -4992816 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4992921.500000 Penalty: 12534.111328
	Iteration 28Q: 3 clusters Score -4992922 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -4992974.500000 Penalty: 12534.111328
	Iteration 29Q: 3 clusters Score -4992974 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4993040.500000 Penalty: 12534.111328
	Iteration 30Q: 3 clusters Score -4993040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4993074.500000 Penalty: 12534.111328
	Iteration 31Q: 3 clusters Score -4993074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4993128.000000 Penalty: 12534.111328
	Iteration 32Q: 3 clusters Score -4993128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4993151.500000 Penalty: 12534.111328
	Iteration 33Q: 3 clusters Score -4993152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4993179.500000 Penalty: 12534.111328
	Iteration 34Q: 3 clusters Score -4993180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4993213.500000 Penalty: 12534.111328
	Iteration 35Q: 3 clusters Score -4993214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4993247.000000 Penalty: 12534.111328
	Iteration 36Q: 3 clusters Score -4993247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4993266.500000 Penalty: 12534.111328
	Iteration 37Q: 3 clusters Score -4993266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4993257.500000 Penalty: 12534.111328
	Iteration 38Q: 3 clusters Score -4993258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4993265.500000 Penalty: 12534.111328
	Iteration 39Q: 3 clusters Score -4993266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4993276.500000 Penalty: 12534.111328
	Iteration 40F: 3 clusters Score -4993276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4993292.000000 Penalty: 12534.111328
	Iteration 41Q: 3 clusters Score -4993292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4993302.500000 Penalty: 12534.111328
	Iteration 42Q: 3 clusters Score -4993302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4993327.500000 Penalty: 12534.111328
	Iteration 43Q: 3 clusters Score -4993328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4993333.500000 Penalty: 12534.111328
	Iteration 44Q: 3 clusters Score -4993334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4993326.000000 Penalty: 12534.111328
	Iteration 45Q: 3 clusters Score -4993326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4993331.500000 Penalty: 12534.111328
	Iteration 46Q: 3 clusters Score -4993332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4993346.000000 Penalty: 12534.111328
	Iteration 47Q: 3 clusters Score -4993346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4993351.000000 Penalty: 12534.111328
	Iteration 48Q: 3 clusters Score -4993351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4993371.500000 Penalty: 12534.111328
	Iteration 49Q: 3 clusters Score -4993372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4993374.000000 Penalty: 12534.111328
	Iteration 50Q: 3 clusters Score -4993374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4993373.000000 Penalty: 12534.111328
	Iteration 51Q: 3 clusters Score -4993373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4993373.000000 Penalty: 12534.111328
	Iteration 52Q: 3 clusters Score -4993373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4993380.500000 Penalty: 12534.111328
	Iteration 53Q: 3 clusters Score -4993380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4993383.500000 Penalty: 12534.111328
	Iteration 54Q: 3 clusters Score -4993384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4993394.000000 Penalty: 12534.111328
	Iteration 55Q: 3 clusters Score -4993394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4993395.000000 Penalty: 12534.111328
	Iteration 56Q: 3 clusters Score -4993395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4993399.500000 Penalty: 12534.111328
	Iteration 57Q: 3 clusters Score -4993400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4993402.500000 Penalty: 12534.111328
	Iteration 58Q: 3 clusters Score -4993402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4993399.000000 Penalty: 12534.111328
	Iteration 59Q: 3 clusters Score -4993399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4993406.000000 Penalty: 12534.111328
	Iteration 60F: 3 clusters Score -4993406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4993415.000000 Penalty: 12534.111328
	Iteration 61Q: 3 clusters Score -4993415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4993429.500000 Penalty: 12534.111328
	Iteration 62Q: 3 clusters Score -4993430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4993437.500000 Penalty: 12534.111328
	Iteration 63Q: 3 clusters Score -4993438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4993438.000000 Penalty: 12534.111328
	Iteration 64Q: 3 clusters Score -4993438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4993445.500000 Penalty: 12534.111328
	Iteration 65Q: 3 clusters Score -4993446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4993436.500000 Penalty: 12534.111328
	Iteration 66Q: 3 clusters Score -4993436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4993442.500000 Penalty: 12534.111328
	Iteration 67Q: 3 clusters Score -4993442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4993446.000000 Penalty: 12534.111328
	Iteration 68Q: 3 clusters Score -4993446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4993437.500000 Penalty: 12534.111328
	Iteration 69Q: 3 clusters Score -4993438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4993446.500000 Penalty: 12534.111328
	Iteration 70Q: 3 clusters Score -4993446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4993450.000000 Penalty: 12534.111328
	Iteration 71Q: 3 clusters Score -4993450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4993456.500000 Penalty: 12534.111328
	Iteration 72Q: 3 clusters Score -4993456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4993460.000000 Penalty: 12534.111328
	Iteration 73Q: 3 clusters Score -4993460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4993462.500000 Penalty: 12534.111328
	Iteration 74Q: 3 clusters Score -4993462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4993463.500000 Penalty: 12534.111328
	Iteration 75Q: 3 clusters Score -4993464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4993454.000000 Penalty: 12534.111328
	Iteration 76Q: 3 clusters Score -4993454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4993451.500000 Penalty: 12534.111328
	Iteration 77Q: 3 clusters Score -4993452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4993460.000000 Penalty: 12534.111328
	Iteration 78Q: 3 clusters Score -4993460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4993464.500000 Penalty: 12534.111328
	Iteration 79Q: 3 clusters Score -4993464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4993475.500000 Penalty: 12534.111328
	Iteration 80F: 3 clusters Score -4993476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4993476.000000 Penalty: 12534.111328
	Iteration 81Q: 3 clusters Score -4993476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4993479.000000 Penalty: 12534.111328
	Iteration 82Q: 3 clusters Score -4993479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4993486.500000 Penalty: 12534.111328
	Iteration 83Q: 3 clusters Score -4993486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4993493.000000 Penalty: 12534.111328
	Iteration 84Q: 3 clusters Score -4993493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4993492.000000 Penalty: 12534.111328
	Iteration 85Q: 3 clusters Score -4993492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4993495.000000 Penalty: 12534.111328
	Iteration 86Q: 3 clusters Score -4993495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4993492.500000 Penalty: 12534.111328
	Iteration 87Q: 3 clusters Score -4993492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4993502.000000 Penalty: 12534.111328
	Iteration 88Q: 3 clusters Score -4993502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4993500.000000 Penalty: 12534.111328
	Iteration 89Q: 3 clusters Score -4993500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4993502.000000 Penalty: 12534.111328
	Iteration 90Q: 3 clusters Score -4993502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4993496.000000 Penalty: 12534.111328
	Iteration 91Q: 3 clusters Score -4993496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4993498.500000 Penalty: 12534.111328
	Iteration 92Q: 3 clusters Score -4993498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4993506.500000 Penalty: 12534.111328
	Iteration 93Q: 3 clusters Score -4993506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4993507.500000 Penalty: 12534.111328
	Iteration 94Q: 3 clusters Score -4993508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4993508.500000 Penalty: 12534.111328
	Iteration 95Q: 3 clusters Score -4993508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4993503.500000 Penalty: 12534.111328
	Iteration 96Q: 3 clusters Score -4993504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4993511.000000 Penalty: 12534.111328
	Iteration 97Q: 3 clusters Score -4993511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4993515.500000 Penalty: 12534.111328
	Iteration 98Q: 3 clusters Score -4993516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4993517.500000 Penalty: 12534.111328
	Iteration 99Q: 3 clusters Score -4993518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4993521.500000 Penalty: 12534.111328
	Iteration 100F: 3 clusters Score -4993522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4993524.000000 Penalty: 12534.111328
	Iteration 101Q: 3 clusters Score -4993524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4993526.000000 Penalty: 12534.111328
	Iteration 102Q: 3 clusters Score -4993526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4993524.500000 Penalty: 12534.111328
	Iteration 103Q: 3 clusters Score -4993524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4993521.000000 Penalty: 12534.111328
	Iteration 104Q: 3 clusters Score -4993521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4993527.500000 Penalty: 12534.111328
	Iteration 105Q: 3 clusters Score -4993528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4993524.500000 Penalty: 12534.111328
	Iteration 106Q: 3 clusters Score -4993524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4993520.000000 Penalty: 12534.111328
	Iteration 107Q: 3 clusters Score -4993520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4993522.000000 Penalty: 12534.111328
	Iteration 108Q: 3 clusters Score -4993522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4993523.000000 Penalty: 12534.111328
	Iteration 109Q: 3 clusters Score -4993523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4993521.500000 Penalty: 12534.111328
	Iteration 110Q: 3 clusters Score -4993522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4993521.500000 Penalty: 12534.111328
	Iteration 111F: 3 clusters Score -4993522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -692588.250000 Penalty: 5108.090820
	Iteration 0F: 2 clusters Score -692588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -686036.000000 Penalty: 10216.181641
	Iteration 0F: 3 clusters Score -686036 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -687223.937500 Penalty: 10216.181641
	Iteration 1F: 3 clusters Score -687223.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -687728.500000 Penalty: 10216.181641
	Iteration 2F: 3 clusters Score -687728.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -688078.062500 Penalty: 10216.181641
	Iteration 3F: 3 clusters Score -688078.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -688367.125000 Penalty: 10216.181641
	Iteration 4F: 3 clusters Score -688367.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -688640.250000 Penalty: 10216.181641
	Iteration 5Q: 3 clusters Score -688640.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -688881.312500 Penalty: 10216.181641
	Iteration 6Q: 3 clusters Score -688881.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -689171.875000 Penalty: 10216.181641
	Iteration 7Q: 3 clusters Score -689171.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -689554.125000 Penalty: 10216.181641
	Iteration 8Q: 3 clusters Score -689554.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -689936.687500 Penalty: 10216.181641
	Iteration 9Q: 3 clusters Score -689936.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -690228.562500 Penalty: 10216.181641
	Iteration 10Q: 3 clusters Score -690228.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -690417.437500 Penalty: 10216.181641
	Iteration 11Q: 3 clusters Score -690417.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -690543.500000 Penalty: 10216.181641
	Iteration 12Q: 3 clusters Score -690543.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -690609.250000 Penalty: 10216.181641
	Iteration 13Q: 3 clusters Score -690609.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -690661.437500 Penalty: 10216.181641
	Iteration 14Q: 3 clusters Score -690661.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -690699.875000 Penalty: 10216.181641
	Iteration 15Q: 3 clusters Score -690699.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -690719.750000 Penalty: 10216.181641
	Iteration 16Q: 3 clusters Score -690719.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -690743.187500 Penalty: 10216.181641
	Iteration 17Q: 3 clusters Score -690743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -690760.937500 Penalty: 10216.181641
	Iteration 18Q: 3 clusters Score -690760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -690774.687500 Penalty: 10216.181641
	Iteration 19Q: 3 clusters Score -690774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -690784.500000 Penalty: 10216.181641
	Iteration 20F: 3 clusters Score -690784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -690796.375000 Penalty: 10216.181641
	Iteration 21Q: 3 clusters Score -690796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -690803.625000 Penalty: 10216.181641
	Iteration 22Q: 3 clusters Score -690803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -690811.375000 Penalty: 10216.181641
	Iteration 23Q: 3 clusters Score -690811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -690819.687500 Penalty: 10216.181641
	Iteration 24Q: 3 clusters Score -690819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -690827.375000 Penalty: 10216.181641
	Iteration 25Q: 3 clusters Score -690827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -690838.250000 Penalty: 10216.181641
	Iteration 26Q: 3 clusters Score -690838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -690844.000000 Penalty: 10216.181641
	Iteration 27Q: 3 clusters Score -690844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -690850.250000 Penalty: 10216.181641
	Iteration 28Q: 3 clusters Score -690850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -690854.500000 Penalty: 10216.181641
	Iteration 29Q: 3 clusters Score -690854.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -690859.562500 Penalty: 10216.181641
	Iteration 30Q: 3 clusters Score -690859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -690862.125000 Penalty: 10216.181641
	Iteration 31Q: 3 clusters Score -690862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -690866.875000 Penalty: 10216.181641
	Iteration 32Q: 3 clusters Score -690866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -690867.687500 Penalty: 10216.181641
	Iteration 33Q: 3 clusters Score -690867.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -690870.937500 Penalty: 10216.181641
	Iteration 34Q: 3 clusters Score -690870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -690875.062500 Penalty: 10216.181641
	Iteration 35Q: 3 clusters Score -690875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -690875.812500 Penalty: 10216.181641
	Iteration 36Q: 3 clusters Score -690875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -690875.687500 Penalty: 10216.181641
	Iteration 37Q: 3 clusters Score -690875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -690878.250000 Penalty: 10216.181641
	Iteration 38Q: 3 clusters Score -690878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -690878.250000 Penalty: 10216.181641
	Iteration 39F: 3 clusters Score -690878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -527517.062500 Penalty: 4944.386719
	Iteration 0F: 2 clusters Score -527517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -521714.875000 Penalty: 9888.773438
	Iteration 0F: 3 clusters Score -521714.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -523119.406250 Penalty: 9888.773438
	Iteration 1F: 3 clusters Score -523119.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -524581.187500 Penalty: 9888.773438
	Iteration 2F: 3 clusters Score -524581.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -526187.187500 Penalty: 9888.773438
	Iteration 3F: 3 clusters Score -526187.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -527489.875000 Penalty: 9888.773438
	Iteration 4F: 3 clusters Score -527489.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -527981.875000 Penalty: 9888.773438
	Iteration 5F: 3 clusters Score -527981.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -528119.937500 Penalty: 9888.773438
	Iteration 6Q: 3 clusters Score -528119.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -528158.375000 Penalty: 9888.773438
	Iteration 7Q: 3 clusters Score -528158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -528170.125000 Penalty: 9888.773438
	Iteration 8Q: 3 clusters Score -528170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -528176.187500 Penalty: 9888.773438
	Iteration 9Q: 3 clusters Score -528176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -528179.625000 Penalty: 9888.773438
	Iteration 10Q: 3 clusters Score -528179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -528187.062500 Penalty: 9888.773438
	Iteration 11Q: 3 clusters Score -528187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -528190.500000 Penalty: 9888.773438
	Iteration 12Q: 3 clusters Score -528190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -528197.562500 Penalty: 9888.773438
	Iteration 13Q: 3 clusters Score -528197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -528202.562500 Penalty: 9888.773438
	Iteration 14Q: 3 clusters Score -528202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -528204.250000 Penalty: 9888.773438
	Iteration 15Q: 3 clusters Score -528204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -528205.500000 Penalty: 9888.773438
	Iteration 16Q: 3 clusters Score -528205.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -528205.500000 Penalty: 9888.773438
	Iteration 17F: 3 clusters Score -528205.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 99602 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149166 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62970 members 
Mstep: Class 10 contains 14239 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74676 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20336 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173901 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463332 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 747 members 
Entering Unmasked Estep 
Score: -226846736.000000 Penalty: 267010.843750
Splitting cluster 3 changes total score from -226849584.000000 to -226846736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Entering Unmasked Estep 
Score: -17890486.000000 Penalty: 7049.224609
	Iteration 0F: 2 clusters Score -1.789049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -17822776.000000 Penalty: 14098.449219
	Iteration 0F: 3 clusters Score -1.782278e+07 nChanged 45536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -17848004.000000 Penalty: 14098.449219
	Iteration 1F: 3 clusters Score -1.7848e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -17849050.000000 Penalty: 14098.449219
	Iteration 2Q: 3 clusters Score -1.784905e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -17850168.000000 Penalty: 14098.449219
	Iteration 3Q: 3 clusters Score -1.785017e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -17851250.000000 Penalty: 14098.449219
	Iteration 4Q: 3 clusters Score -1.785125e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -17852506.000000 Penalty: 14098.449219
	Iteration 5Q: 3 clusters Score -1.785251e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -17854534.000000 Penalty: 14098.449219
	Iteration 6Q: 3 clusters Score -1.785453e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -17857740.000000 Penalty: 14098.449219
	Iteration 7F: 3 clusters Score -1.785774e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -17862826.000000 Penalty: 14098.449219
	Iteration 8F: 3 clusters Score -1.786283e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -17869618.000000 Penalty: 14098.449219
	Iteration 9F: 3 clusters Score -1.786962e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -17876424.000000 Penalty: 14098.449219
	Iteration 10F: 3 clusters Score -1.787642e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -17880752.000000 Penalty: 14098.449219
	Iteration 11Q: 3 clusters Score -1.788075e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -17882726.000000 Penalty: 14098.449219
	Iteration 12Q: 3 clusters Score -1.788273e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -17883526.000000 Penalty: 14098.449219
	Iteration 13Q: 3 clusters Score -1.788353e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -17883976.000000 Penalty: 14098.449219
	Iteration 14Q: 3 clusters Score -1.788398e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -17884114.000000 Penalty: 14098.449219
	Iteration 15Q: 3 clusters Score -1.788411e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -17884186.000000 Penalty: 14098.449219
	Iteration 16Q: 3 clusters Score -1.788419e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -17884248.000000 Penalty: 14098.449219
	Iteration 17Q: 3 clusters Score -1.788425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -17884272.000000 Penalty: 14098.449219
	Iteration 18Q: 3 clusters Score -1.788427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -17884302.000000 Penalty: 14098.449219
	Iteration 19Q: 3 clusters Score -1.78843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -17884312.000000 Penalty: 14098.449219
	Iteration 20F: 3 clusters Score -1.788431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -17884332.000000 Penalty: 14098.449219
	Iteration 21Q: 3 clusters Score -1.788433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -17884334.000000 Penalty: 14098.449219
	Iteration 22Q: 3 clusters Score -1.788433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -17884340.000000 Penalty: 14098.449219
	Iteration 23Q: 3 clusters Score -1.788434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -17884336.000000 Penalty: 14098.449219
	Iteration 24Q: 3 clusters Score -1.788434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -17884338.000000 Penalty: 14098.449219
	Iteration 25Q: 3 clusters Score -1.788434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -17884338.000000 Penalty: 14098.449219
	Iteration 26F: 3 clusters Score -1.788434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1810694.750000 Penalty: 5646.639160
	Iteration 0F: 2 clusters Score -1810695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1800469.000000 Penalty: 11293.278320
	Iteration 0F: 3 clusters Score -1800469 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1802732.625000 Penalty: 11293.278320
	Iteration 1F: 3 clusters Score -1802733 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1803382.875000 Penalty: 11293.278320
	Iteration 2F: 3 clusters Score -1803383 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1803912.500000 Penalty: 11293.278320
	Iteration 3F: 3 clusters Score -1803912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1804511.000000 Penalty: 11293.278320
	Iteration 4F: 3 clusters Score -1804511 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1805344.875000 Penalty: 11293.278320
	Iteration 5F: 3 clusters Score -1805345 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1806445.875000 Penalty: 11293.278320
	Iteration 6F: 3 clusters Score -1806446 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1807516.375000 Penalty: 11293.278320
	Iteration 7F: 3 clusters Score -1807516 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1808166.375000 Penalty: 11293.278320
	Iteration 8F: 3 clusters Score -1808166 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1808508.625000 Penalty: 11293.278320
	Iteration 9Q: 3 clusters Score -1808509 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1808656.500000 Penalty: 11293.278320
	Iteration 10Q: 3 clusters Score -1808656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1808742.000000 Penalty: 11293.278320
	Iteration 11Q: 3 clusters Score -1808742 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1808811.750000 Penalty: 11293.278320
	Iteration 12Q: 3 clusters Score -1808812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1808839.000000 Penalty: 11293.278320
	Iteration 13Q: 3 clusters Score -1808839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1808855.125000 Penalty: 11293.278320
	Iteration 14Q: 3 clusters Score -1808855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1808860.000000 Penalty: 11293.278320
	Iteration 15Q: 3 clusters Score -1808860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1808872.625000 Penalty: 11293.278320
	Iteration 16Q: 3 clusters Score -1808873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1808873.375000 Penalty: 11293.278320
	Iteration 17Q: 3 clusters Score -1808873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1808876.375000 Penalty: 11293.278320
	Iteration 18Q: 3 clusters Score -1808876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1808872.500000 Penalty: 11293.278320
	Iteration 19Q: 3 clusters Score -1808872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1808876.125000 Penalty: 11293.278320
	Iteration 20F: 3 clusters Score -1808876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1808873.875000 Penalty: 11293.278320
	Iteration 21Q: 3 clusters Score -1808874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1808875.500000 Penalty: 11293.278320
	Iteration 22Q: 3 clusters Score -1808876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1808877.625000 Penalty: 11293.278320
	Iteration 23Q: 3 clusters Score -1808878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1808879.625000 Penalty: 11293.278320
	Iteration 24Q: 3 clusters Score -1808880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1808881.375000 Penalty: 11293.278320
	Iteration 25Q: 3 clusters Score -1808881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1808881.000000 Penalty: 11293.278320
	Iteration 26Q: 3 clusters Score -1808881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1808880.375000 Penalty: 11293.278320
	Iteration 27Q: 3 clusters Score -1808880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1808880.375000 Penalty: 11293.278320
	Iteration 28F: 3 clusters Score -1808880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (149166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Entering Unmasked Estep 
Score: -27127974.000000 Penalty: 7296.599121
	Iteration 0F: 2 clusters Score -2.712797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -27027440.000000 Penalty: 14593.198242
	Iteration 0F: 3 clusters Score -2.702744e+07 nChanged 69578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -27066208.000000 Penalty: 14593.198242
	Iteration 1F: 3 clusters Score -2.706621e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -27067482.000000 Penalty: 14593.198242
	Iteration 2Q: 3 clusters Score -2.706748e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -27068448.000000 Penalty: 14593.198242
	Iteration 3Q: 3 clusters Score -2.706845e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -27069744.000000 Penalty: 14593.198242
	Iteration 4Q: 3 clusters Score -2.706974e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -27071020.000000 Penalty: 14593.198242
	Iteration 5Q: 3 clusters Score -2.707102e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -27072586.000000 Penalty: 14593.198242
	Iteration 6Q: 3 clusters Score -2.707259e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -27074406.000000 Penalty: 14593.198242
	Iteration 7Q: 3 clusters Score -2.707441e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -27076478.000000 Penalty: 14593.198242
	Iteration 8Q: 3 clusters Score -2.707648e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -27078618.000000 Penalty: 14593.198242
	Iteration 9Q: 3 clusters Score -2.707862e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
Score: -27081212.000000 Penalty: 14593.198242
	Iteration 10Q: 3 clusters Score -2.708121e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -27083820.000000 Penalty: 14593.198242
	Iteration 11Q: 3 clusters Score -2.708382e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -27086502.000000 Penalty: 14593.198242
	Iteration 12Q: 3 clusters Score -2.70865e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -27089178.000000 Penalty: 14593.198242
	Iteration 13Q: 3 clusters Score -2.708918e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -27091940.000000 Penalty: 14593.198242
	Iteration 14Q: 3 clusters Score -2.709194e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -27094582.000000 Penalty: 14593.198242
	Iteration 15Q: 3 clusters Score -2.709458e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -27097544.000000 Penalty: 14593.198242
	Iteration 16Q: 3 clusters Score -2.709754e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -27100704.000000 Penalty: 14593.198242
	Iteration 17Q: 3 clusters Score -2.71007e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 117794 members 
Entering Unmasked Estep 
Score: -27104000.000000 Penalty: 14593.198242
	Iteration 18Q: 3 clusters Score -2.7104e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 122539 members 
Entering Unmasked Estep 
Score: -27107134.000000 Penalty: 14593.198242
	Iteration 19Q: 3 clusters Score -2.710713e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -27110250.000000 Penalty: 14593.198242
	Iteration 20F: 3 clusters Score -2.711025e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -27113032.000000 Penalty: 14593.198242
	Iteration 21Q: 3 clusters Score -2.711303e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -27115268.000000 Penalty: 14593.198242
	Iteration 22Q: 3 clusters Score -2.711527e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 134730 members 
Entering Unmasked Estep 
Score: -27116980.000000 Penalty: 14593.198242
	Iteration 23Q: 3 clusters Score -2.711698e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -27118550.000000 Penalty: 14593.198242
	Iteration 24Q: 3 clusters Score -2.711855e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 136994 members 
Entering Unmasked Estep 
Score: -27119712.000000 Penalty: 14593.198242
	Iteration 25Q: 3 clusters Score -2.711971e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -27120552.000000 Penalty: 14593.198242
	Iteration 26Q: 3 clusters Score -2.712055e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -27121192.000000 Penalty: 14593.198242
	Iteration 27Q: 3 clusters Score -2.712119e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -27121580.000000 Penalty: 14593.198242
	Iteration 28Q: 3 clusters Score -2.712158e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 137869 members 
Entering Unmasked Estep 
Score: -27121866.000000 Penalty: 14593.198242
	Iteration 29Q: 3 clusters Score -2.712187e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 137730 members 
Entering Unmasked Estep 
Score: -27122048.000000 Penalty: 14593.198242
	Iteration 30Q: 3 clusters Score -2.712205e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -27122354.000000 Penalty: 14593.198242
	Iteration 31Q: 3 clusters Score -2.712235e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 137226 members 
Entering Unmasked Estep 
Score: -27122560.000000 Penalty: 14593.198242
	Iteration 32Q: 3 clusters Score -2.712256e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 136850 members 
Entering Unmasked Estep 
Score: -27122740.000000 Penalty: 14593.198242
	Iteration 33Q: 3 clusters Score -2.712274e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
Score: -27122958.000000 Penalty: 14593.198242
	Iteration 34Q: 3 clusters Score -2.712296e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 135900 members 
Entering Unmasked Estep 
Score: -27123150.000000 Penalty: 14593.198242
	Iteration 35Q: 3 clusters Score -2.712315e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -27123356.000000 Penalty: 14593.198242
	Iteration 36Q: 3 clusters Score -2.712336e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 134770 members 
Entering Unmasked Estep 
Score: -27123518.000000 Penalty: 14593.198242
	Iteration 37Q: 3 clusters Score -2.712352e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 134130 members 
Entering Unmasked Estep 
Score: -27123736.000000 Penalty: 14593.198242
	Iteration 38Q: 3 clusters Score -2.712374e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -27123980.000000 Penalty: 14593.198242
	Iteration 39Q: 3 clusters Score -2.712398e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 132783 members 
Entering Unmasked Estep 
Score: -27124174.000000 Penalty: 14593.198242
	Iteration 40F: 3 clusters Score -2.712417e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -27124348.000000 Penalty: 14593.198242
	Iteration 41Q: 3 clusters Score -2.712435e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -27124612.000000 Penalty: 14593.198242
	Iteration 42Q: 3 clusters Score -2.712461e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -27124788.000000 Penalty: 14593.198242
	Iteration 43Q: 3 clusters Score -2.712479e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -27124904.000000 Penalty: 14593.198242
	Iteration 44Q: 3 clusters Score -2.71249e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -27125060.000000 Penalty: 14593.198242
	Iteration 45Q: 3 clusters Score -2.712506e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -27125200.000000 Penalty: 14593.198242
	Iteration 46Q: 3 clusters Score -2.71252e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -27125500.000000 Penalty: 14593.198242
	Iteration 47Q: 3 clusters Score -2.71255e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -27125698.000000 Penalty: 14593.198242
	Iteration 48Q: 3 clusters Score -2.71257e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -27125978.000000 Penalty: 14593.198242
	Iteration 49Q: 3 clusters Score -2.712598e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 124951 members 
Entering Unmasked Estep 
Score: -27126216.000000 Penalty: 14593.198242
	Iteration 50Q: 3 clusters Score -2.712622e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 124066 members 
Entering Unmasked Estep 
Score: -27126412.000000 Penalty: 14593.198242
	Iteration 51Q: 3 clusters Score -2.712641e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -27126566.000000 Penalty: 14593.198242
	Iteration 52Q: 3 clusters Score -2.712657e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 122434 members 
Entering Unmasked Estep 
Score: -27126720.000000 Penalty: 14593.198242
	Iteration 53Q: 3 clusters Score -2.712672e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -27126928.000000 Penalty: 14593.198242
	Iteration 54Q: 3 clusters Score -2.712693e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -27127138.000000 Penalty: 14593.198242
	Iteration 55Q: 3 clusters Score -2.712714e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -27127202.000000 Penalty: 14593.198242
	Iteration 56Q: 3 clusters Score -2.71272e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -27127286.000000 Penalty: 14593.198242
	Iteration 57Q: 3 clusters Score -2.712729e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -27127390.000000 Penalty: 14593.198242
	Iteration 58Q: 3 clusters Score -2.712739e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -27127416.000000 Penalty: 14593.198242
	Iteration 59Q: 3 clusters Score -2.712742e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 118353 members 
Entering Unmasked Estep 
Score: -27127536.000000 Penalty: 14593.198242
	Iteration 60F: 3 clusters Score -2.712754e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -27127528.000000 Penalty: 14593.198242
	Iteration 61Q: 3 clusters Score -2.712753e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -27127520.000000 Penalty: 14593.198242
	Iteration 62Q: 3 clusters Score -2.712752e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -27127546.000000 Penalty: 14593.198242
	Iteration 63Q: 3 clusters Score -2.712755e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -27127558.000000 Penalty: 14593.198242
	Iteration 64Q: 3 clusters Score -2.712756e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -27127572.000000 Penalty: 14593.198242
	Iteration 65Q: 3 clusters Score -2.712757e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -27127584.000000 Penalty: 14593.198242
	Iteration 66Q: 3 clusters Score -2.712758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -27127576.000000 Penalty: 14593.198242
	Iteration 67Q: 3 clusters Score -2.712758e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -27127548.000000 Penalty: 14593.198242
	Iteration 68Q: 3 clusters Score -2.712755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 116864 members 
Entering Unmasked Estep 
Score: -27127504.000000 Penalty: 14593.198242
	Iteration 69Q: 3 clusters Score -2.71275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 116803 members 
Entering Unmasked Estep 
Score: -27127554.000000 Penalty: 14593.198242
	Iteration 70Q: 3 clusters Score -2.712755e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -27127550.000000 Penalty: 14593.198242
	Iteration 71Q: 3 clusters Score -2.712755e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 116677 members 
Entering Unmasked Estep 
Score: -27127556.000000 Penalty: 14593.198242
	Iteration 72Q: 3 clusters Score -2.712756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -27127526.000000 Penalty: 14593.198242
	Iteration 73Q: 3 clusters Score -2.712753e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 116562 members 
Entering Unmasked Estep 
Score: -27127548.000000 Penalty: 14593.198242
	Iteration 74Q: 3 clusters Score -2.712755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
Score: -27127554.000000 Penalty: 14593.198242
	Iteration 75Q: 3 clusters Score -2.712755e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -27127560.000000 Penalty: 14593.198242
	Iteration 76Q: 3 clusters Score -2.712756e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 116450 members 
Entering Unmasked Estep 
Score: -27127564.000000 Penalty: 14593.198242
	Iteration 77Q: 3 clusters Score -2.712756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -27127554.000000 Penalty: 14593.198242
	Iteration 78Q: 3 clusters Score -2.712755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -27127574.000000 Penalty: 14593.198242
	Iteration 79Q: 3 clusters Score -2.712757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 116382 members 
Entering Unmasked Estep 
Score: -27127580.000000 Penalty: 14593.198242
	Iteration 80F: 3 clusters Score -2.712758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -27127568.000000 Penalty: 14593.198242
	Iteration 81Q: 3 clusters Score -2.712757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -27127572.000000 Penalty: 14593.198242
	Iteration 82Q: 3 clusters Score -2.712757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 116341 members 
Entering Unmasked Estep 
Score: -27127584.000000 Penalty: 14593.198242
	Iteration 83Q: 3 clusters Score -2.712758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 116336 members 
Entering Unmasked Estep 
Score: -27127586.000000 Penalty: 14593.198242
	Iteration 84Q: 3 clusters Score -2.712759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -27127578.000000 Penalty: 14593.198242
	Iteration 85Q: 3 clusters Score -2.712758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -27127592.000000 Penalty: 14593.198242
	Iteration 86Q: 3 clusters Score -2.712759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -27127594.000000 Penalty: 14593.198242
	Iteration 87Q: 3 clusters Score -2.712759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -27127588.000000 Penalty: 14593.198242
	Iteration 88Q: 3 clusters Score -2.712759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -27127580.000000 Penalty: 14593.198242
	Iteration 89Q: 3 clusters Score -2.712758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -27127590.000000 Penalty: 14593.198242
	Iteration 90Q: 3 clusters Score -2.712759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -27127596.000000 Penalty: 14593.198242
	Iteration 91Q: 3 clusters Score -2.71276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -27127604.000000 Penalty: 14593.198242
	Iteration 92Q: 3 clusters Score -2.71276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -27127608.000000 Penalty: 14593.198242
	Iteration 93Q: 3 clusters Score -2.712761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -27127602.000000 Penalty: 14593.198242
	Iteration 94Q: 3 clusters Score -2.71276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -27127610.000000 Penalty: 14593.198242
	Iteration 95Q: 3 clusters Score -2.712761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -27127610.000000 Penalty: 14593.198242
	Iteration 96Q: 3 clusters Score -2.712761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -27127620.000000 Penalty: 14593.198242
	Iteration 97Q: 3 clusters Score -2.712762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 116296 members 
Entering Unmasked Estep 
Score: -27127614.000000 Penalty: 14593.198242
	Iteration 98Q: 3 clusters Score -2.712761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -27127608.000000 Penalty: 14593.198242
	Iteration 99Q: 3 clusters Score -2.712761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -27127622.000000 Penalty: 14593.198242
	Iteration 100F: 3 clusters Score -2.712762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -27127622.000000 Penalty: 14593.198242
	Iteration 101Q: 3 clusters Score -2.712762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -27127624.000000 Penalty: 14593.198242
	Iteration 102Q: 3 clusters Score -2.712762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 116278 members 
Entering Unmasked Estep 
Score: -27127624.000000 Penalty: 14593.198242
	Iteration 103Q: 3 clusters Score -2.712762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -27127622.000000 Penalty: 14593.198242
	Iteration 104Q: 3 clusters Score -2.712762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -27127622.000000 Penalty: 14593.198242
	Iteration 105F: 3 clusters Score -2.712762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -1450893.375000 Penalty: 5532.204102
	Iteration 0F: 2 clusters Score -1450893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1441659.250000 Penalty: 11064.408203
	Iteration 0F: 3 clusters Score -1441659 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1443469.875000 Penalty: 11064.408203
	Iteration 1F: 3 clusters Score -1443470 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1443909.500000 Penalty: 11064.408203
	Iteration 2F: 3 clusters Score -1443910 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1444250.875000 Penalty: 11064.408203
	Iteration 3F: 3 clusters Score -1444251 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1444589.500000 Penalty: 11064.408203
	Iteration 4Q: 3 clusters Score -1444590 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1444897.750000 Penalty: 11064.408203
	Iteration 5Q: 3 clusters Score -1444898 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1445197.000000 Penalty: 11064.408203
	Iteration 6Q: 3 clusters Score -1445197 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1445480.750000 Penalty: 11064.408203
	Iteration 7Q: 3 clusters Score -1445481 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1445742.625000 Penalty: 11064.408203
	Iteration 8Q: 3 clusters Score -1445743 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1446001.875000 Penalty: 11064.408203
	Iteration 9Q: 3 clusters Score -1446002 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1446295.750000 Penalty: 11064.408203
	Iteration 10Q: 3 clusters Score -1446296 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1446527.000000 Penalty: 11064.408203
	Iteration 11Q: 3 clusters Score -1446527 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1446721.375000 Penalty: 11064.408203
	Iteration 12Q: 3 clusters Score -1446721 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1446857.250000 Penalty: 11064.408203
	Iteration 13Q: 3 clusters Score -1446857 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1446976.375000 Penalty: 11064.408203
	Iteration 14Q: 3 clusters Score -1446976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1447046.000000 Penalty: 11064.408203
	Iteration 15Q: 3 clusters Score -1447046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1447098.750000 Penalty: 11064.408203
	Iteration 16Q: 3 clusters Score -1447099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1447141.000000 Penalty: 11064.408203
	Iteration 17Q: 3 clusters Score -1447141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1447169.500000 Penalty: 11064.408203
	Iteration 18Q: 3 clusters Score -1447170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1447197.250000 Penalty: 11064.408203
	Iteration 19Q: 3 clusters Score -1447197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1447210.750000 Penalty: 11064.408203
	Iteration 20F: 3 clusters Score -1447211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1447228.250000 Penalty: 11064.408203
	Iteration 21Q: 3 clusters Score -1447228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1447251.750000 Penalty: 11064.408203
	Iteration 22Q: 3 clusters Score -1447252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1447263.000000 Penalty: 11064.408203
	Iteration 23Q: 3 clusters Score -1447263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1447280.875000 Penalty: 11064.408203
	Iteration 24Q: 3 clusters Score -1447281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1447294.875000 Penalty: 11064.408203
	Iteration 25Q: 3 clusters Score -1447295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1447304.875000 Penalty: 11064.408203
	Iteration 26Q: 3 clusters Score -1447305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1447315.500000 Penalty: 11064.408203
	Iteration 27Q: 3 clusters Score -1447316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1447315.625000 Penalty: 11064.408203
	Iteration 28Q: 3 clusters Score -1447316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1447324.000000 Penalty: 11064.408203
	Iteration 29Q: 3 clusters Score -1447324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1447331.500000 Penalty: 11064.408203
	Iteration 30Q: 3 clusters Score -1447332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1447336.625000 Penalty: 11064.408203
	Iteration 31Q: 3 clusters Score -1447337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1447339.375000 Penalty: 11064.408203
	Iteration 32Q: 3 clusters Score -1447339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1447342.625000 Penalty: 11064.408203
	Iteration 33Q: 3 clusters Score -1447343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1447344.000000 Penalty: 11064.408203
	Iteration 34Q: 3 clusters Score -1447344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1447348.500000 Penalty: 11064.408203
	Iteration 35Q: 3 clusters Score -1447348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1447349.500000 Penalty: 11064.408203
	Iteration 36Q: 3 clusters Score -1447350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1447351.000000 Penalty: 11064.408203
	Iteration 37Q: 3 clusters Score -1447351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1447352.000000 Penalty: 11064.408203
	Iteration 38Q: 3 clusters Score -1447352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1447361.750000 Penalty: 11064.408203
	Iteration 39Q: 3 clusters Score -1447362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1447359.750000 Penalty: 11064.408203
	Iteration 40F: 3 clusters Score -1447360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Entering Unmasked Estep 
Score: -6979011.500000 Penalty: 6481.896484
	Iteration 0F: 2 clusters Score -6979012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -6950030.500000 Penalty: 12963.792969
	Iteration 0F: 3 clusters Score -6950030 nChanged 17210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -6959614.500000 Penalty: 12963.792969
	Iteration 1F: 3 clusters Score -6959614 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -6961111.500000 Penalty: 12963.792969
	Iteration 2F: 3 clusters Score -6961112 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -6962719.500000 Penalty: 12963.792969
	Iteration 3F: 3 clusters Score -6962720 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6964746.000000 Penalty: 12963.792969
	Iteration 4F: 3 clusters Score -6964746 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -6967025.000000 Penalty: 12963.792969
	Iteration 5F: 3 clusters Score -6967025 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -6969260.500000 Penalty: 12963.792969
	Iteration 6F: 3 clusters Score -6969260 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -6970986.000000 Penalty: 12963.792969
	Iteration 7F: 3 clusters Score -6970986 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6972183.000000 Penalty: 12963.792969
	Iteration 8F: 3 clusters Score -6972183 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -6972845.500000 Penalty: 12963.792969
	Iteration 9Q: 3 clusters Score -6972846 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -6973284.500000 Penalty: 12963.792969
	Iteration 10Q: 3 clusters Score -6973284 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -6973563.500000 Penalty: 12963.792969
	Iteration 11Q: 3 clusters Score -6973564 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -6973693.000000 Penalty: 12963.792969
	Iteration 12Q: 3 clusters Score -6973693 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -6973776.000000 Penalty: 12963.792969
	Iteration 13Q: 3 clusters Score -6973776 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6973829.500000 Penalty: 12963.792969
	Iteration 14Q: 3 clusters Score -6973830 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -6973878.000000 Penalty: 12963.792969
	Iteration 15Q: 3 clusters Score -6973878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -6973931.500000 Penalty: 12963.792969
	Iteration 16Q: 3 clusters Score -6973932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -6973971.500000 Penalty: 12963.792969
	Iteration 17Q: 3 clusters Score -6973972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -6974011.000000 Penalty: 12963.792969
	Iteration 18Q: 3 clusters Score -6974011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -6974005.500000 Penalty: 12963.792969
	Iteration 19Q: 3 clusters Score -6974006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -6974022.000000 Penalty: 12963.792969
	Iteration 20F: 3 clusters Score -6974022 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -6974036.500000 Penalty: 12963.792969
	Iteration 21Q: 3 clusters Score -6974036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -6974053.500000 Penalty: 12963.792969
	Iteration 22Q: 3 clusters Score -6974054 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -6974066.000000 Penalty: 12963.792969
	Iteration 23Q: 3 clusters Score -6974066 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -6974076.000000 Penalty: 12963.792969
	Iteration 24Q: 3 clusters Score -6974076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6974079.000000 Penalty: 12963.792969
	Iteration 25Q: 3 clusters Score -6974079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6974080.500000 Penalty: 12963.792969
	Iteration 26Q: 3 clusters Score -6974080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -6974108.500000 Penalty: 12963.792969
	Iteration 27Q: 3 clusters Score -6974108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -6974127.500000 Penalty: 12963.792969
	Iteration 28Q: 3 clusters Score -6974128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -6974130.500000 Penalty: 12963.792969
	Iteration 29Q: 3 clusters Score -6974130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -6974175.500000 Penalty: 12963.792969
	Iteration 30Q: 3 clusters Score -6974176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6974191.500000 Penalty: 12963.792969
	Iteration 31Q: 3 clusters Score -6974192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6974202.000000 Penalty: 12963.792969
	Iteration 32Q: 3 clusters Score -6974202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6974209.000000 Penalty: 12963.792969
	Iteration 33Q: 3 clusters Score -6974209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -6974240.500000 Penalty: 12963.792969
	Iteration 34Q: 3 clusters Score -6974240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -6974208.000000 Penalty: 12963.792969
	Iteration 35Q: 3 clusters Score -6974208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -6974250.500000 Penalty: 12963.792969
	Iteration 36Q: 3 clusters Score -6974250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -6974293.000000 Penalty: 12963.792969
	Iteration 37Q: 3 clusters Score -6974293 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -6974303.000000 Penalty: 12963.792969
	Iteration 38Q: 3 clusters Score -6974303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -6974323.000000 Penalty: 12963.792969
	Iteration 39Q: 3 clusters Score -6974323 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6974347.500000 Penalty: 12963.792969
	Iteration 40F: 3 clusters Score -6974348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -6974377.000000 Penalty: 12963.792969
	Iteration 41Q: 3 clusters Score -6974377 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -6974408.500000 Penalty: 12963.792969
	Iteration 42Q: 3 clusters Score -6974408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -6974411.500000 Penalty: 12963.792969
	Iteration 43Q: 3 clusters Score -6974412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6974439.500000 Penalty: 12963.792969
	Iteration 44Q: 3 clusters Score -6974440 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6974453.500000 Penalty: 12963.792969
	Iteration 45Q: 3 clusters Score -6974454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -6974475.500000 Penalty: 12963.792969
	Iteration 46Q: 3 clusters Score -6974476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -6974496.000000 Penalty: 12963.792969
	Iteration 47Q: 3 clusters Score -6974496 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6974516.000000 Penalty: 12963.792969
	Iteration 48Q: 3 clusters Score -6974516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6974547.000000 Penalty: 12963.792969
	Iteration 49Q: 3 clusters Score -6974547 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6974564.000000 Penalty: 12963.792969
	Iteration 50Q: 3 clusters Score -6974564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -6974590.000000 Penalty: 12963.792969
	Iteration 51Q: 3 clusters Score -6974590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -6974594.500000 Penalty: 12963.792969
	Iteration 52Q: 3 clusters Score -6974594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -6974611.500000 Penalty: 12963.792969
	Iteration 53Q: 3 clusters Score -6974612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -6974636.500000 Penalty: 12963.792969
	Iteration 54Q: 3 clusters Score -6974636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6974644.500000 Penalty: 12963.792969
	Iteration 55Q: 3 clusters Score -6974644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -6974682.000000 Penalty: 12963.792969
	Iteration 56Q: 3 clusters Score -6974682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6974659.500000 Penalty: 12963.792969
	Iteration 57Q: 3 clusters Score -6974660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -6974667.500000 Penalty: 12963.792969
	Iteration 58Q: 3 clusters Score -6974668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6974700.000000 Penalty: 12963.792969
	Iteration 59Q: 3 clusters Score -6974700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -6974729.500000 Penalty: 12963.792969
	Iteration 60F: 3 clusters Score -6974730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -6974742.500000 Penalty: 12963.792969
	Iteration 61Q: 3 clusters Score -6974742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6974757.500000 Penalty: 12963.792969
	Iteration 62Q: 3 clusters Score -6974758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6974790.000000 Penalty: 12963.792969
	Iteration 63Q: 3 clusters Score -6974790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6974796.500000 Penalty: 12963.792969
	Iteration 64Q: 3 clusters Score -6974796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -6974820.000000 Penalty: 12963.792969
	Iteration 65Q: 3 clusters Score -6974820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6974818.000000 Penalty: 12963.792969
	Iteration 66Q: 3 clusters Score -6974818 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -6974839.500000 Penalty: 12963.792969
	Iteration 67Q: 3 clusters Score -6974840 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6974857.500000 Penalty: 12963.792969
	Iteration 68Q: 3 clusters Score -6974858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -6974883.000000 Penalty: 12963.792969
	Iteration 69Q: 3 clusters Score -6974883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6974914.500000 Penalty: 12963.792969
	Iteration 70Q: 3 clusters Score -6974914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -6974953.500000 Penalty: 12963.792969
	Iteration 71Q: 3 clusters Score -6974954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -6974980.500000 Penalty: 12963.792969
	Iteration 72Q: 3 clusters Score -6974980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6974995.500000 Penalty: 12963.792969
	Iteration 73Q: 3 clusters Score -6974996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6975041.500000 Penalty: 12963.792969
	Iteration 74Q: 3 clusters Score -6975042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6975043.000000 Penalty: 12963.792969
	Iteration 75Q: 3 clusters Score -6975043 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -6975057.000000 Penalty: 12963.792969
	Iteration 76Q: 3 clusters Score -6975057 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -6975084.500000 Penalty: 12963.792969
	Iteration 77Q: 3 clusters Score -6975084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -6975107.000000 Penalty: 12963.792969
	Iteration 78Q: 3 clusters Score -6975107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6975113.000000 Penalty: 12963.792969
	Iteration 79Q: 3 clusters Score -6975113 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6975129.500000 Penalty: 12963.792969
	Iteration 80F: 3 clusters Score -6975130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6975150.500000 Penalty: 12963.792969
	Iteration 81Q: 3 clusters Score -6975150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -6975151.500000 Penalty: 12963.792969
	Iteration 82Q: 3 clusters Score -6975152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -6975177.000000 Penalty: 12963.792969
	Iteration 83Q: 3 clusters Score -6975177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6975197.000000 Penalty: 12963.792969
	Iteration 84Q: 3 clusters Score -6975197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -6975207.000000 Penalty: 12963.792969
	Iteration 85Q: 3 clusters Score -6975207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -6975226.000000 Penalty: 12963.792969
	Iteration 86Q: 3 clusters Score -6975226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6975221.500000 Penalty: 12963.792969
	Iteration 87Q: 3 clusters Score -6975222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -6975223.500000 Penalty: 12963.792969
	Iteration 88Q: 3 clusters Score -6975224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -6975226.000000 Penalty: 12963.792969
	Iteration 89Q: 3 clusters Score -6975226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -6975234.000000 Penalty: 12963.792969
	Iteration 90Q: 3 clusters Score -6975234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -6975233.500000 Penalty: 12963.792969
	Iteration 91Q: 3 clusters Score -6975234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -6975257.000000 Penalty: 12963.792969
	Iteration 92Q: 3 clusters Score -6975257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -6975263.000000 Penalty: 12963.792969
	Iteration 93Q: 3 clusters Score -6975263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6975282.000000 Penalty: 12963.792969
	Iteration 94Q: 3 clusters Score -6975282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -6975294.000000 Penalty: 12963.792969
	Iteration 95Q: 3 clusters Score -6975294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -6975301.500000 Penalty: 12963.792969
	Iteration 96Q: 3 clusters Score -6975302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -6975296.500000 Penalty: 12963.792969
	Iteration 97Q: 3 clusters Score -6975296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -6975322.000000 Penalty: 12963.792969
	Iteration 98Q: 3 clusters Score -6975322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6975337.000000 Penalty: 12963.792969
	Iteration 99Q: 3 clusters Score -6975337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -6975318.500000 Penalty: 12963.792969
	Iteration 100F: 3 clusters Score -6975318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -6975314.000000 Penalty: 12963.792969
	Iteration 101Q: 3 clusters Score -6975314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -6975323.000000 Penalty: 12963.792969
	Iteration 102Q: 3 clusters Score -6975323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -6975330.500000 Penalty: 12963.792969
	Iteration 103Q: 3 clusters Score -6975330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -6975345.000000 Penalty: 12963.792969
	Iteration 104Q: 3 clusters Score -6975345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -6975350.500000 Penalty: 12963.792969
	Iteration 105Q: 3 clusters Score -6975350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6975356.000000 Penalty: 12963.792969
	Iteration 106Q: 3 clusters Score -6975356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -6975354.500000 Penalty: 12963.792969
	Iteration 107Q: 3 clusters Score -6975354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -6975367.500000 Penalty: 12963.792969
	Iteration 108Q: 3 clusters Score -6975368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -6975361.500000 Penalty: 12963.792969
	Iteration 109Q: 3 clusters Score -6975362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6975373.000000 Penalty: 12963.792969
	Iteration 110Q: 3 clusters Score -6975373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -6975376.500000 Penalty: 12963.792969
	Iteration 111Q: 3 clusters Score -6975376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -6975381.000000 Penalty: 12963.792969
	Iteration 112Q: 3 clusters Score -6975381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -6975375.500000 Penalty: 12963.792969
	Iteration 113Q: 3 clusters Score -6975376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -6975382.500000 Penalty: 12963.792969
	Iteration 114Q: 3 clusters Score -6975382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -6975404.000000 Penalty: 12963.792969
	Iteration 115Q: 3 clusters Score -6975404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -6975400.000000 Penalty: 12963.792969
	Iteration 116Q: 3 clusters Score -6975400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -6975400.500000 Penalty: 12963.792969
	Iteration 117Q: 3 clusters Score -6975400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6975412.500000 Penalty: 12963.792969
	Iteration 118Q: 3 clusters Score -6975412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -6975415.500000 Penalty: 12963.792969
	Iteration 119Q: 3 clusters Score -6975416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -6975430.000000 Penalty: 12963.792969
	Iteration 120F: 3 clusters Score -6975430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6975419.000000 Penalty: 12963.792969
	Iteration 121Q: 3 clusters Score -6975419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -6975414.500000 Penalty: 12963.792969
	Iteration 122Q: 3 clusters Score -6975414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -6975415.500000 Penalty: 12963.792969
	Iteration 123Q: 3 clusters Score -6975416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -6975416.500000 Penalty: 12963.792969
	Iteration 124Q: 3 clusters Score -6975416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -6975438.000000 Penalty: 12963.792969
	Iteration 125Q: 3 clusters Score -6975438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6975444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -6975443.000000 Penalty: 12963.792969
	Iteration 127Q: 3 clusters Score -6975443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6975451.500000 Penalty: 12963.792969
	Iteration 128Q: 3 clusters Score -6975452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -6975475.000000 Penalty: 12963.792969
	Iteration 129Q: 3 clusters Score -6975475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -6975460.500000 Penalty: 12963.792969
	Iteration 130Q: 3 clusters Score -6975460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -6975476.500000 Penalty: 12963.792969
	Iteration 131Q: 3 clusters Score -6975476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -6975482.500000 Penalty: 12963.792969
	Iteration 132Q: 3 clusters Score -6975482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -6975498.500000 Penalty: 12963.792969
	Iteration 133Q: 3 clusters Score -6975498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6975482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -6975479.000000 Penalty: 12963.792969
	Iteration 135Q: 3 clusters Score -6975479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -6975485.500000 Penalty: 12963.792969
	Iteration 136Q: 3 clusters Score -6975486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -6975489.000000 Penalty: 12963.792969
	Iteration 137Q: 3 clusters Score -6975489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6975491.500000 Penalty: 12963.792969
	Iteration 138Q: 3 clusters Score -6975492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6975487.500000 Penalty: 12963.792969
	Iteration 139Q: 3 clusters Score -6975488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -6975490.500000 Penalty: 12963.792969
	Iteration 140F: 3 clusters Score -6975490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -6975492.500000 Penalty: 12963.792969
	Iteration 141Q: 3 clusters Score -6975492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6975486.000000 Penalty: 12963.792969
	Iteration 142Q: 3 clusters Score -6975486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -6975496.500000 Penalty: 12963.792969
	Iteration 143Q: 3 clusters Score -6975496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -6975496.000000 Penalty: 12963.792969
	Iteration 144Q: 3 clusters Score -6975496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -6975504.500000 Penalty: 12963.792969
	Iteration 145Q: 3 clusters Score -6975504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -6975503.000000 Penalty: 12963.792969
	Iteration 146Q: 3 clusters Score -6975503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -6975511.000000 Penalty: 12963.792969
	Iteration 147Q: 3 clusters Score -6975511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -6975526.500000 Penalty: 12963.792969
	Iteration 148Q: 3 clusters Score -6975526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -6975528.500000 Penalty: 12963.792969
	Iteration 149Q: 3 clusters Score -6975528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -6975525.500000 Penalty: 12963.792969
	Iteration 150Q: 3 clusters Score -6975526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -6975547.500000 Penalty: 12963.792969
	Iteration 151Q: 3 clusters Score -6975548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -6975546.000000 Penalty: 12963.792969
	Iteration 152Q: 3 clusters Score -6975546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -6975544.500000 Penalty: 12963.792969
	Iteration 153Q: 3 clusters Score -6975544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -6975532.500000 Penalty: 12963.792969
	Iteration 154Q: 3 clusters Score -6975532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -6975534.500000 Penalty: 12963.792969
	Iteration 155Q: 3 clusters Score -6975534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6975533.000000 Penalty: 12963.792969
	Iteration 156Q: 3 clusters Score -6975533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6975547.500000 Penalty: 12963.792969
	Iteration 157Q: 3 clusters Score -6975548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -6975543.000000 Penalty: 12963.792969
	Iteration 158Q: 3 clusters Score -6975543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -6975540.000000 Penalty: 12963.792969
	Iteration 159Q: 3 clusters Score -6975540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -6975542.500000 Penalty: 12963.792969
	Iteration 160F: 3 clusters Score -6975542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6975542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6975534.000000 Penalty: 12963.792969
	Iteration 162Q: 3 clusters Score -6975534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -6975530.500000 Penalty: 12963.792969
	Iteration 163Q: 3 clusters Score -6975530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -6975528.500000 Penalty: 12963.792969
	Iteration 164Q: 3 clusters Score -6975528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6975526.500000 Penalty: 12963.792969
	Iteration 165Q: 3 clusters Score -6975526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6975531.000000 Penalty: 12963.792969
	Iteration 166Q: 3 clusters Score -6975531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -6975538.000000 Penalty: 12963.792969
	Iteration 167Q: 3 clusters Score -6975538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -6975535.500000 Penalty: 12963.792969
	Iteration 168Q: 3 clusters Score -6975536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -6975530.500000 Penalty: 12963.792969
	Iteration 169Q: 3 clusters Score -6975530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -6975545.500000 Penalty: 12963.792969
	Iteration 170Q: 3 clusters Score -6975546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6975539.000000 Penalty: 12963.792969
	Iteration 171Q: 3 clusters Score -6975539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -6975548.500000 Penalty: 12963.792969
	Iteration 172Q: 3 clusters Score -6975548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -6975549.000000 Penalty: 12963.792969
	Iteration 173Q: 3 clusters Score -6975549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -6975557.500000 Penalty: 12963.792969
	Iteration 174Q: 3 clusters Score -6975558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6975556.500000 Penalty: 12963.792969
	Iteration 175Q: 3 clusters Score -6975556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -6975552.000000 Penalty: 12963.792969
	Iteration 176Q: 3 clusters Score -6975552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6975560.500000 Penalty: 12963.792969
	Iteration 177Q: 3 clusters Score -6975560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6975561.500000 Penalty: 12963.792969
	Iteration 178Q: 3 clusters Score -6975562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6975558.000000 Penalty: 12963.792969
	Iteration 179Q: 3 clusters Score -6975558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -6975550.000000 Penalty: 12963.792969
	Iteration 180F: 3 clusters Score -6975550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -6975551.500000 Penalty: 12963.792969
	Iteration 181Q: 3 clusters Score -6975552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -6975551.000000 Penalty: 12963.792969
	Iteration 182Q: 3 clusters Score -6975551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -6975550.000000 Penalty: 12963.792969
	Iteration 183Q: 3 clusters Score -6975550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -6975548.500000 Penalty: 12963.792969
	Iteration 184Q: 3 clusters Score -6975548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -6975546.500000 Penalty: 12963.792969
	Iteration 185Q: 3 clusters Score -6975546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6975544.000000 Penalty: 12963.792969
	Iteration 186Q: 3 clusters Score -6975544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6975544.500000 Penalty: 12963.792969
	Iteration 187Q: 3 clusters Score -6975544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -6975555.000000 Penalty: 12963.792969
	Iteration 188Q: 3 clusters Score -6975555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -6975550.500000 Penalty: 12963.792969
	Iteration 189Q: 3 clusters Score -6975550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -6975548.000000 Penalty: 12963.792969
	Iteration 190Q: 3 clusters Score -6975548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -6975560.000000 Penalty: 12963.792969
	Iteration 191Q: 3 clusters Score -6975560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -6975570.500000 Penalty: 12963.792969
	Iteration 192Q: 3 clusters Score -6975570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6975566.500000 Penalty: 12963.792969
	Iteration 193Q: 3 clusters Score -6975566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -6975566.500000 Penalty: 12963.792969
	Iteration 194Q: 3 clusters Score -6975566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6975569.000000 Penalty: 12963.792969
	Iteration 195Q: 3 clusters Score -6975569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -6975563.500000 Penalty: 12963.792969
	Iteration 196Q: 3 clusters Score -6975564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -6975565.500000 Penalty: 12963.792969
	Iteration 197Q: 3 clusters Score -6975566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -6975578.000000 Penalty: 12963.792969
	Iteration 198Q: 3 clusters Score -6975578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -6975573.500000 Penalty: 12963.792969
	Iteration 199Q: 3 clusters Score -6975574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -6975570.500000 Penalty: 12963.792969
	Iteration 200F: 3 clusters Score -6975570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -6975566.000000 Penalty: 12963.792969
	Iteration 201Q: 3 clusters Score -6975566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -6975561.500000 Penalty: 12963.792969
	Iteration 202Q: 3 clusters Score -6975562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -6975561.500000 Penalty: 12963.792969
	Iteration 203Q: 3 clusters Score -6975562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -6975567.000000 Penalty: 12963.792969
	Iteration 204Q: 3 clusters Score -6975567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -6975569.500000 Penalty: 12963.792969
	Iteration 205Q: 3 clusters Score -6975570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -6975576.000000 Penalty: 12963.792969
	Iteration 206Q: 3 clusters Score -6975576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -6975575.000000 Penalty: 12963.792969
	Iteration 207Q: 3 clusters Score -6975575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -6975568.500000 Penalty: 12963.792969
	Iteration 208Q: 3 clusters Score -6975568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -6975575.500000 Penalty: 12963.792969
	Iteration 209Q: 3 clusters Score -6975576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -6975573.500000 Penalty: 12963.792969
	Iteration 210Q: 3 clusters Score -6975574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -6975573.500000 Penalty: 12963.792969
	Iteration 211Q: 3 clusters Score -6975574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6975566.000000 Penalty: 12963.792969
	Iteration 212Q: 3 clusters Score -6975566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6975566.000000 Penalty: 12963.792969
	Iteration 213F: 3 clusters Score -6975566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Entering Unmasked Estep 
Score: -11414061.000000 Penalty: 6768.378418
	Iteration 0F: 2 clusters Score -1.141406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -11369865.000000 Penalty: 13536.756836
	Iteration 0F: 3 clusters Score -1.136986e+07 nChanged 28105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -11384804.000000 Penalty: 13536.756836
	Iteration 1F: 3 clusters Score -1.13848e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -11385681.000000 Penalty: 13536.756836
	Iteration 2Q: 3 clusters Score -1.138568e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -11386412.000000 Penalty: 13536.756836
	Iteration 3Q: 3 clusters Score -1.138641e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -11387070.000000 Penalty: 13536.756836
	Iteration 4Q: 3 clusters Score -1.138707e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -11387735.000000 Penalty: 13536.756836
	Iteration 5Q: 3 clusters Score -1.138774e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -11388468.000000 Penalty: 13536.756836
	Iteration 6Q: 3 clusters Score -1.138847e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -11389473.000000 Penalty: 13536.756836
	Iteration 7Q: 3 clusters Score -1.138947e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -11390999.000000 Penalty: 13536.756836
	Iteration 8Q: 3 clusters Score -1.1391e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -11393283.000000 Penalty: 13536.756836
	Iteration 9F: 3 clusters Score -1.139328e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -11396436.000000 Penalty: 13536.756836
	Iteration 10F: 3 clusters Score -1.139644e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -11400187.000000 Penalty: 13536.756836
	Iteration 11F: 3 clusters Score -1.140019e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -11403697.000000 Penalty: 13536.756836
	Iteration 12F: 3 clusters Score -1.14037e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -11405872.000000 Penalty: 13536.756836
	Iteration 13Q: 3 clusters Score -1.140587e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -11406936.000000 Penalty: 13536.756836
	Iteration 14Q: 3 clusters Score -1.140694e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -11407427.000000 Penalty: 13536.756836
	Iteration 15Q: 3 clusters Score -1.140743e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -11407651.000000 Penalty: 13536.756836
	Iteration 16Q: 3 clusters Score -1.140765e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -11407783.000000 Penalty: 13536.756836
	Iteration 17Q: 3 clusters Score -1.140778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -11407844.000000 Penalty: 13536.756836
	Iteration 18Q: 3 clusters Score -1.140784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -11407874.000000 Penalty: 13536.756836
	Iteration 19Q: 3 clusters Score -1.140787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -11407918.000000 Penalty: 13536.756836
	Iteration 20F: 3 clusters Score -1.140792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -11407951.000000 Penalty: 13536.756836
	Iteration 21Q: 3 clusters Score -1.140795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -11407965.000000 Penalty: 13536.756836
	Iteration 22Q: 3 clusters Score -1.140796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -11407984.000000 Penalty: 13536.756836
	Iteration 23Q: 3 clusters Score -1.140798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -11407983.000000 Penalty: 13536.756836
	Iteration 24Q: 3 clusters Score -1.140798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -11407982.000000 Penalty: 13536.756836
	Iteration 25Q: 3 clusters Score -1.140798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -11407987.000000 Penalty: 13536.756836
	Iteration 26Q: 3 clusters Score -1.140799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -11407992.000000 Penalty: 13536.756836
	Iteration 27Q: 3 clusters Score -1.140799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -11408000.000000 Penalty: 13536.756836
	Iteration 28Q: 3 clusters Score -1.1408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -11407997.000000 Penalty: 13536.756836
	Iteration 29Q: 3 clusters Score -1.1408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -11407998.000000 Penalty: 13536.756836
	Iteration 30Q: 3 clusters Score -1.1408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -11407999.000000 Penalty: 13536.756836
	Iteration 31Q: 3 clusters Score -1.1408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -11407999.000000 Penalty: 13536.756836
	Iteration 32F: 3 clusters Score -1.1408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -2593760.000000 Penalty: 5857.790527
	Iteration 0F: 2 clusters Score -2593760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2580936.500000 Penalty: 11715.581055
	Iteration 0F: 3 clusters Score -2580936 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2583838.000000 Penalty: 11715.581055
	Iteration 1F: 3 clusters Score -2583838 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2584288.500000 Penalty: 11715.581055
	Iteration 2F: 3 clusters Score -2584288 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2584569.500000 Penalty: 11715.581055
	Iteration 3Q: 3 clusters Score -2584570 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2584766.500000 Penalty: 11715.581055
	Iteration 4Q: 3 clusters Score -2584766 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2584892.500000 Penalty: 11715.581055
	Iteration 5Q: 3 clusters Score -2584892 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2585021.250000 Penalty: 11715.581055
	Iteration 6Q: 3 clusters Score -2585021 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2585115.250000 Penalty: 11715.581055
	Iteration 7Q: 3 clusters Score -2585115 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2585195.750000 Penalty: 11715.581055
	Iteration 8Q: 3 clusters Score -2585196 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2585259.750000 Penalty: 11715.581055
	Iteration 9Q: 3 clusters Score -2585260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2585305.500000 Penalty: 11715.581055
	Iteration 10Q: 3 clusters Score -2585306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2585347.500000 Penalty: 11715.581055
	Iteration 11Q: 3 clusters Score -2585348 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2585388.750000 Penalty: 11715.581055
	Iteration 12Q: 3 clusters Score -2585389 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2585421.000000 Penalty: 11715.581055
	Iteration 13Q: 3 clusters Score -2585421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2585477.750000 Penalty: 11715.581055
	Iteration 14Q: 3 clusters Score -2585478 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2585517.250000 Penalty: 11715.581055
	Iteration 15Q: 3 clusters Score -2585517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2585557.500000 Penalty: 11715.581055
	Iteration 16Q: 3 clusters Score -2585558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2585619.750000 Penalty: 11715.581055
	Iteration 17Q: 3 clusters Score -2585620 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2585671.250000 Penalty: 11715.581055
	Iteration 18Q: 3 clusters Score -2585671 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2585712.750000 Penalty: 11715.581055
	Iteration 19Q: 3 clusters Score -2585713 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2585761.750000 Penalty: 11715.581055
	Iteration 20F: 3 clusters Score -2585762 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2585807.750000 Penalty: 11715.581055
	Iteration 21Q: 3 clusters Score -2585808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2585853.250000 Penalty: 11715.581055
	Iteration 22Q: 3 clusters Score -2585853 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2585919.750000 Penalty: 11715.581055
	Iteration 23Q: 3 clusters Score -2585920 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2585970.000000 Penalty: 11715.581055
	Iteration 24Q: 3 clusters Score -2585970 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2586028.500000 Penalty: 11715.581055
	Iteration 25Q: 3 clusters Score -2586028 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2586128.750000 Penalty: 11715.581055
	Iteration 26Q: 3 clusters Score -2586129 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2586209.500000 Penalty: 11715.581055
	Iteration 27Q: 3 clusters Score -2586210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2586300.500000 Penalty: 11715.581055
	Iteration 28Q: 3 clusters Score -2586300 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2586394.750000 Penalty: 11715.581055
	Iteration 29Q: 3 clusters Score -2586395 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2586519.250000 Penalty: 11715.581055
	Iteration 30Q: 3 clusters Score -2586519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2586630.250000 Penalty: 11715.581055
	Iteration 31Q: 3 clusters Score -2586630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2586788.750000 Penalty: 11715.581055
	Iteration 32Q: 3 clusters Score -2586789 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2586959.750000 Penalty: 11715.581055
	Iteration 33Q: 3 clusters Score -2586960 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2587163.000000 Penalty: 11715.581055
	Iteration 34Q: 3 clusters Score -2587163 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2587347.500000 Penalty: 11715.581055
	Iteration 35Q: 3 clusters Score -2587348 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2587529.500000 Penalty: 11715.581055
	Iteration 36Q: 3 clusters Score -2587530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2587677.750000 Penalty: 11715.581055
	Iteration 37Q: 3 clusters Score -2587678 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2587852.250000 Penalty: 11715.581055
	Iteration 38Q: 3 clusters Score -2587852 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2587994.250000 Penalty: 11715.581055
	Iteration 39Q: 3 clusters Score -2587994 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2588131.750000 Penalty: 11715.581055
	Iteration 40F: 3 clusters Score -2588132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2588220.000000 Penalty: 11715.581055
	Iteration 41Q: 3 clusters Score -2588220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2588330.500000 Penalty: 11715.581055
	Iteration 42Q: 3 clusters Score -2588330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2588413.000000 Penalty: 11715.581055
	Iteration 43Q: 3 clusters Score -2588413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2588473.500000 Penalty: 11715.581055
	Iteration 44Q: 3 clusters Score -2588474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2588529.250000 Penalty: 11715.581055
	Iteration 45Q: 3 clusters Score -2588529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2588559.250000 Penalty: 11715.581055
	Iteration 46Q: 3 clusters Score -2588559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2588577.750000 Penalty: 11715.581055
	Iteration 47Q: 3 clusters Score -2588578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2588596.750000 Penalty: 11715.581055
	Iteration 48Q: 3 clusters Score -2588597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2588608.250000 Penalty: 11715.581055
	Iteration 49Q: 3 clusters Score -2588608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2588618.250000 Penalty: 11715.581055
	Iteration 50Q: 3 clusters Score -2588618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2588620.500000 Penalty: 11715.581055
	Iteration 51Q: 3 clusters Score -2588620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2588622.750000 Penalty: 11715.581055
	Iteration 52Q: 3 clusters Score -2588623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2588624.750000 Penalty: 11715.581055
	Iteration 53Q: 3 clusters Score -2588625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2588628.500000 Penalty: 11715.581055
	Iteration 54Q: 3 clusters Score -2588628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2588628.500000 Penalty: 11715.581055
	Iteration 55Q: 3 clusters Score -2588628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2588627.250000 Penalty: 11715.581055
	Iteration 56Q: 3 clusters Score -2588627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2588629.500000 Penalty: 11715.581055
	Iteration 57Q: 3 clusters Score -2588630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2588632.000000 Penalty: 11715.581055
	Iteration 58Q: 3 clusters Score -2588632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2588632.000000 Penalty: 11715.581055
	Iteration 59F: 3 clusters Score -2588632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -1308902.125000 Penalty: 5464.392578
	Iteration 0F: 2 clusters Score -1308902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1300186.750000 Penalty: 10928.785156
	Iteration 0F: 3 clusters Score -1300187 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1301781.500000 Penalty: 10928.785156
	Iteration 1F: 3 clusters Score -1301782 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1302213.875000 Penalty: 10928.785156
	Iteration 2F: 3 clusters Score -1302214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1302392.750000 Penalty: 10928.785156
	Iteration 3Q: 3 clusters Score -1302393 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1302506.375000 Penalty: 10928.785156
	Iteration 4Q: 3 clusters Score -1302506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1302585.875000 Penalty: 10928.785156
	Iteration 5Q: 3 clusters Score -1302586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1302652.125000 Penalty: 10928.785156
	Iteration 6Q: 3 clusters Score -1302652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1302703.500000 Penalty: 10928.785156
	Iteration 7Q: 3 clusters Score -1302704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1302738.125000 Penalty: 10928.785156
	Iteration 8Q: 3 clusters Score -1302738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1302763.500000 Penalty: 10928.785156
	Iteration 9Q: 3 clusters Score -1302764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1302784.875000 Penalty: 10928.785156
	Iteration 10Q: 3 clusters Score -1302785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1302806.500000 Penalty: 10928.785156
	Iteration 11Q: 3 clusters Score -1302806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1302828.750000 Penalty: 10928.785156
	Iteration 12Q: 3 clusters Score -1302829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1302851.875000 Penalty: 10928.785156
	Iteration 13Q: 3 clusters Score -1302852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1302865.500000 Penalty: 10928.785156
	Iteration 14Q: 3 clusters Score -1302866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1302882.375000 Penalty: 10928.785156
	Iteration 15Q: 3 clusters Score -1302882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1302894.000000 Penalty: 10928.785156
	Iteration 16Q: 3 clusters Score -1302894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1302902.250000 Penalty: 10928.785156
	Iteration 17Q: 3 clusters Score -1302902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1302919.750000 Penalty: 10928.785156
	Iteration 18Q: 3 clusters Score -1302920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1302924.375000 Penalty: 10928.785156
	Iteration 19Q: 3 clusters Score -1302924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1302935.000000 Penalty: 10928.785156
	Iteration 20F: 3 clusters Score -1302935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1302942.375000 Penalty: 10928.785156
	Iteration 21Q: 3 clusters Score -1302942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1302952.125000 Penalty: 10928.785156
	Iteration 22Q: 3 clusters Score -1302952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1302959.375000 Penalty: 10928.785156
	Iteration 23Q: 3 clusters Score -1302959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1302965.250000 Penalty: 10928.785156
	Iteration 24Q: 3 clusters Score -1302965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1302969.500000 Penalty: 10928.785156
	Iteration 25Q: 3 clusters Score -1302970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1302971.875000 Penalty: 10928.785156
	Iteration 26Q: 3 clusters Score -1302972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1302978.125000 Penalty: 10928.785156
	Iteration 27Q: 3 clusters Score -1302978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1302980.500000 Penalty: 10928.785156
	Iteration 28Q: 3 clusters Score -1302980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1302981.375000 Penalty: 10928.785156
	Iteration 29Q: 3 clusters Score -1302981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1302982.250000 Penalty: 10928.785156
	Iteration 30Q: 3 clusters Score -1302982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1302982.250000 Penalty: 10928.785156
	Iteration 31F: 3 clusters Score -1302982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Entering Unmasked Estep 
Score: -13308520.000000 Penalty: 6872.809570
	Iteration 0F: 2 clusters Score -1.330852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -13256741.000000 Penalty: 13745.619141
	Iteration 0F: 3 clusters Score -1.325674e+07 nChanged 33780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -13274860.000000 Penalty: 13745.619141
	Iteration 1F: 3 clusters Score -1.327486e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13275865.000000 Penalty: 13745.619141
	Iteration 2Q: 3 clusters Score -1.327586e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -13276874.000000 Penalty: 13745.619141
	Iteration 3Q: 3 clusters Score -1.327687e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -13277894.000000 Penalty: 13745.619141
	Iteration 4Q: 3 clusters Score -1.327789e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -13279049.000000 Penalty: 13745.619141
	Iteration 5Q: 3 clusters Score -1.327905e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -13280606.000000 Penalty: 13745.619141
	Iteration 6Q: 3 clusters Score -1.328061e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -13283177.000000 Penalty: 13745.619141
	Iteration 7F: 3 clusters Score -1.328318e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -13286917.000000 Penalty: 13745.619141
	Iteration 8F: 3 clusters Score -1.328692e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -13291559.000000 Penalty: 13745.619141
	Iteration 9F: 3 clusters Score -1.329156e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -13296002.000000 Penalty: 13745.619141
	Iteration 10F: 3 clusters Score -1.3296e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -13299105.000000 Penalty: 13745.619141
	Iteration 11Q: 3 clusters Score -1.32991e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13300895.000000 Penalty: 13745.619141
	Iteration 12Q: 3 clusters Score -1.33009e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -13301690.000000 Penalty: 13745.619141
	Iteration 13Q: 3 clusters Score -1.330169e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13302054.000000 Penalty: 13745.619141
	Iteration 14Q: 3 clusters Score -1.330205e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13302208.000000 Penalty: 13745.619141
	Iteration 15Q: 3 clusters Score -1.330221e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13302282.000000 Penalty: 13745.619141
	Iteration 16Q: 3 clusters Score -1.330228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13302323.000000 Penalty: 13745.619141
	Iteration 17Q: 3 clusters Score -1.330232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13302347.000000 Penalty: 13745.619141
	Iteration 18Q: 3 clusters Score -1.330235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13302378.000000 Penalty: 13745.619141
	Iteration 19Q: 3 clusters Score -1.330238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13302390.000000 Penalty: 13745.619141
	Iteration 20F: 3 clusters Score -1.330239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13302391.000000 Penalty: 13745.619141
	Iteration 21Q: 3 clusters Score -1.330239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -13302389.000000 Penalty: 13745.619141
	Iteration 22Q: 3 clusters Score -1.330239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13302398.000000 Penalty: 13745.619141
	Iteration 23Q: 3 clusters Score -1.33024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13302426.000000 Penalty: 13745.619141
	Iteration 24Q: 3 clusters Score -1.330243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13302435.000000 Penalty: 13745.619141
	Iteration 25Q: 3 clusters Score -1.330244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13302444.000000 Penalty: 13745.619141
	Iteration 26Q: 3 clusters Score -1.330244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13302446.000000 Penalty: 13745.619141
	Iteration 27Q: 3 clusters Score -1.330245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13302454.000000 Penalty: 13745.619141
	Iteration 28Q: 3 clusters Score -1.330245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13302454.000000 Penalty: 13745.619141
	Iteration 29F: 3 clusters Score -1.330245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Entering Unmasked Estep 
Score: -5873697.000000 Penalty: 6362.844727
	Iteration 0F: 2 clusters Score -5873697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -5849361.500000 Penalty: 12725.689453
	Iteration 0F: 3 clusters Score -5849362 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -5856475.500000 Penalty: 12725.689453
	Iteration 1F: 3 clusters Score -5856476 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -5857273.000000 Penalty: 12725.689453
	Iteration 2F: 3 clusters Score -5857273 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -5857855.000000 Penalty: 12725.689453
	Iteration 3Q: 3 clusters Score -5857855 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -5858292.000000 Penalty: 12725.689453
	Iteration 4Q: 3 clusters Score -5858292 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5858779.500000 Penalty: 12725.689453
	Iteration 5Q: 3 clusters Score -5858780 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5859293.000000 Penalty: 12725.689453
	Iteration 6Q: 3 clusters Score -5859293 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5859845.500000 Penalty: 12725.689453
	Iteration 7Q: 3 clusters Score -5859846 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5860525.500000 Penalty: 12725.689453
	Iteration 8Q: 3 clusters Score -5860526 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5861414.500000 Penalty: 12725.689453
	Iteration 9Q: 3 clusters Score -5861414 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -5862533.000000 Penalty: 12725.689453
	Iteration 10Q: 3 clusters Score -5862533 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5863840.500000 Penalty: 12725.689453
	Iteration 11F: 3 clusters Score -5863840 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5865120.000000 Penalty: 12725.689453
	Iteration 12Q: 3 clusters Score -5865120 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -5866147.500000 Penalty: 12725.689453
	Iteration 13Q: 3 clusters Score -5866148 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -5866873.000000 Penalty: 12725.689453
	Iteration 14Q: 3 clusters Score -5866873 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -5867301.500000 Penalty: 12725.689453
	Iteration 15Q: 3 clusters Score -5867302 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -5867579.000000 Penalty: 12725.689453
	Iteration 16Q: 3 clusters Score -5867579 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -5867777.500000 Penalty: 12725.689453
	Iteration 17Q: 3 clusters Score -5867778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5867881.500000 Penalty: 12725.689453
	Iteration 18Q: 3 clusters Score -5867882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5867937.500000 Penalty: 12725.689453
	Iteration 19Q: 3 clusters Score -5867938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5867986.500000 Penalty: 12725.689453
	Iteration 20F: 3 clusters Score -5867986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -5868015.000000 Penalty: 12725.689453
	Iteration 21Q: 3 clusters Score -5868015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5868057.500000 Penalty: 12725.689453
	Iteration 22Q: 3 clusters Score -5868058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -5868078.500000 Penalty: 12725.689453
	Iteration 23Q: 3 clusters Score -5868078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5868099.500000 Penalty: 12725.689453
	Iteration 24Q: 3 clusters Score -5868100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5868118.000000 Penalty: 12725.689453
	Iteration 25Q: 3 clusters Score -5868118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5868130.000000 Penalty: 12725.689453
	Iteration 26Q: 3 clusters Score -5868130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5868129.000000 Penalty: 12725.689453
	Iteration 27Q: 3 clusters Score -5868129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5868137.500000 Penalty: 12725.689453
	Iteration 28Q: 3 clusters Score -5868138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -5868137.500000 Penalty: 12725.689453
	Iteration 29Q: 3 clusters Score -5868138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -5868146.000000 Penalty: 12725.689453
	Iteration 30Q: 3 clusters Score -5868146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5868145.000000 Penalty: 12725.689453
	Iteration 31Q: 3 clusters Score -5868145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -5868147.500000 Penalty: 12725.689453
	Iteration 32Q: 3 clusters Score -5868148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5868149.000000 Penalty: 12725.689453
	Iteration 33Q: 3 clusters Score -5868149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5868149.000000 Penalty: 12725.689453
	Iteration 34F: 3 clusters Score -5868149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Entering Unmasked Estep 
Score: -2401352.000000 Penalty: 5817.247559
	Iteration 0F: 2 clusters Score -2401352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2389028.250000 Penalty: 11634.495117
	Iteration 0F: 3 clusters Score -2389028 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2391888.500000 Penalty: 11634.495117
	Iteration 1F: 3 clusters Score -2391888 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2392656.500000 Penalty: 11634.495117
	Iteration 2F: 3 clusters Score -2392656 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2393272.500000 Penalty: 11634.495117
	Iteration 3F: 3 clusters Score -2393272 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2393724.500000 Penalty: 11634.495117
	Iteration 4Q: 3 clusters Score -2393724 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2394118.000000 Penalty: 11634.495117
	Iteration 5Q: 3 clusters Score -2394118 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2394407.750000 Penalty: 11634.495117
	Iteration 6Q: 3 clusters Score -2394408 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2394688.500000 Penalty: 11634.495117
	Iteration 7Q: 3 clusters Score -2394688 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2394951.750000 Penalty: 11634.495117
	Iteration 8Q: 3 clusters Score -2394952 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2395187.500000 Penalty: 11634.495117
	Iteration 9Q: 3 clusters Score -2395188 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2395408.000000 Penalty: 11634.495117
	Iteration 10Q: 3 clusters Score -2395408 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2395604.000000 Penalty: 11634.495117
	Iteration 11Q: 3 clusters Score -2395604 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2395771.250000 Penalty: 11634.495117
	Iteration 12Q: 3 clusters Score -2395771 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2395947.250000 Penalty: 11634.495117
	Iteration 13Q: 3 clusters Score -2395947 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2396081.500000 Penalty: 11634.495117
	Iteration 14Q: 3 clusters Score -2396082 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2396192.500000 Penalty: 11634.495117
	Iteration 15Q: 3 clusters Score -2396192 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2396277.250000 Penalty: 11634.495117
	Iteration 16Q: 3 clusters Score -2396277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2396358.750000 Penalty: 11634.495117
	Iteration 17Q: 3 clusters Score -2396359 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2396414.250000 Penalty: 11634.495117
	Iteration 18Q: 3 clusters Score -2396414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2396472.750000 Penalty: 11634.495117
	Iteration 19Q: 3 clusters Score -2396473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2396530.750000 Penalty: 11634.495117
	Iteration 20F: 3 clusters Score -2396531 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2396580.000000 Penalty: 11634.495117
	Iteration 21Q: 3 clusters Score -2396580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2396620.250000 Penalty: 11634.495117
	Iteration 22Q: 3 clusters Score -2396620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2396646.000000 Penalty: 11634.495117
	Iteration 23Q: 3 clusters Score -2396646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2396676.750000 Penalty: 11634.495117
	Iteration 24Q: 3 clusters Score -2396677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2396690.250000 Penalty: 11634.495117
	Iteration 25Q: 3 clusters Score -2396690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2396714.000000 Penalty: 11634.495117
	Iteration 26Q: 3 clusters Score -2396714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2396734.000000 Penalty: 11634.495117
	Iteration 27Q: 3 clusters Score -2396734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2396755.000000 Penalty: 11634.495117
	Iteration 28Q: 3 clusters Score -2396755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2396769.500000 Penalty: 11634.495117
	Iteration 29Q: 3 clusters Score -2396770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2396791.000000 Penalty: 11634.495117
	Iteration 30Q: 3 clusters Score -2396791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2396805.000000 Penalty: 11634.495117
	Iteration 31Q: 3 clusters Score -2396805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2396820.750000 Penalty: 11634.495117
	Iteration 32Q: 3 clusters Score -2396821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2396834.750000 Penalty: 11634.495117
	Iteration 33Q: 3 clusters Score -2396835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2396837.250000 Penalty: 11634.495117
	Iteration 34Q: 3 clusters Score -2396837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2396837.500000 Penalty: 11634.495117
	Iteration 35Q: 3 clusters Score -2396838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2396837.000000 Penalty: 11634.495117
	Iteration 36Q: 3 clusters Score -2396837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2396844.750000 Penalty: 11634.495117
	Iteration 37Q: 3 clusters Score -2396845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2396843.500000 Penalty: 11634.495117
	Iteration 38Q: 3 clusters Score -2396844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2396846.750000 Penalty: 11634.495117
	Iteration 39Q: 3 clusters Score -2396847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2396847.250000 Penalty: 11634.495117
	Iteration 40F: 3 clusters Score -2396847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2396846.000000 Penalty: 11634.495117
	Iteration 41Q: 3 clusters Score -2396846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2396849.500000 Penalty: 11634.495117
	Iteration 42Q: 3 clusters Score -2396850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2396851.750000 Penalty: 11634.495117
	Iteration 43Q: 3 clusters Score -2396852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2396851.750000 Penalty: 11634.495117
	Iteration 44F: 3 clusters Score -2396852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Entering Unmasked Estep 
Score: -1197896.875000 Penalty: 5405.295410
	Iteration 0F: 2 clusters Score -1197897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1189655.250000 Penalty: 10810.590820
	Iteration 0F: 3 clusters Score -1189655 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1191127.625000 Penalty: 10810.590820
	Iteration 1F: 3 clusters Score -1191128 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1191481.375000 Penalty: 10810.590820
	Iteration 2F: 3 clusters Score -1191481 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1191669.125000 Penalty: 10810.590820
	Iteration 3Q: 3 clusters Score -1191669 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1191796.375000 Penalty: 10810.590820
	Iteration 4Q: 3 clusters Score -1191796 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1191901.250000 Penalty: 10810.590820
	Iteration 5Q: 3 clusters Score -1191901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1191972.625000 Penalty: 10810.590820
	Iteration 6Q: 3 clusters Score -1191973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1192050.750000 Penalty: 10810.590820
	Iteration 7Q: 3 clusters Score -1192051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1192130.000000 Penalty: 10810.590820
	Iteration 8Q: 3 clusters Score -1192130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1192210.000000 Penalty: 10810.590820
	Iteration 9Q: 3 clusters Score -1192210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1192283.750000 Penalty: 10810.590820
	Iteration 10Q: 3 clusters Score -1192284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1192367.750000 Penalty: 10810.590820
	Iteration 11Q: 3 clusters Score -1192368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1192490.500000 Penalty: 10810.590820
	Iteration 12Q: 3 clusters Score -1192490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1192596.250000 Penalty: 10810.590820
	Iteration 13Q: 3 clusters Score -1192596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1192740.375000 Penalty: 10810.590820
	Iteration 14Q: 3 clusters Score -1192740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1192908.750000 Penalty: 10810.590820
	Iteration 15Q: 3 clusters Score -1192909 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1193050.500000 Penalty: 10810.590820
	Iteration 16Q: 3 clusters Score -1193050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1193168.625000 Penalty: 10810.590820
	Iteration 17Q: 3 clusters Score -1193169 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1193289.750000 Penalty: 10810.590820
	Iteration 18Q: 3 clusters Score -1193290 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1193409.500000 Penalty: 10810.590820
	Iteration 19Q: 3 clusters Score -1193410 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1193537.875000 Penalty: 10810.590820
	Iteration 20F: 3 clusters Score -1193538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1193679.750000 Penalty: 10810.590820
	Iteration 21Q: 3 clusters Score -1193680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1193840.375000 Penalty: 10810.590820
	Iteration 22Q: 3 clusters Score -1193840 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1193992.375000 Penalty: 10810.590820
	Iteration 23Q: 3 clusters Score -1193992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1194146.500000 Penalty: 10810.590820
	Iteration 24Q: 3 clusters Score -1194146 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1194281.875000 Penalty: 10810.590820
	Iteration 25Q: 3 clusters Score -1194282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1194402.500000 Penalty: 10810.590820
	Iteration 26Q: 3 clusters Score -1194402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1194504.375000 Penalty: 10810.590820
	Iteration 27Q: 3 clusters Score -1194504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1194588.000000 Penalty: 10810.590820
	Iteration 28Q: 3 clusters Score -1194588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1194657.375000 Penalty: 10810.590820
	Iteration 29Q: 3 clusters Score -1194657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1194723.125000 Penalty: 10810.590820
	Iteration 30Q: 3 clusters Score -1194723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1194794.375000 Penalty: 10810.590820
	Iteration 31Q: 3 clusters Score -1194794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1194843.500000 Penalty: 10810.590820
	Iteration 32Q: 3 clusters Score -1194844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1194881.500000 Penalty: 10810.590820
	Iteration 33Q: 3 clusters Score -1194882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1194913.625000 Penalty: 10810.590820
	Iteration 34Q: 3 clusters Score -1194914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1194942.250000 Penalty: 10810.590820
	Iteration 35Q: 3 clusters Score -1194942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1194973.750000 Penalty: 10810.590820
	Iteration 36Q: 3 clusters Score -1194974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1195002.875000 Penalty: 10810.590820
	Iteration 37Q: 3 clusters Score -1195003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1195032.875000 Penalty: 10810.590820
	Iteration 38Q: 3 clusters Score -1195033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1195050.125000 Penalty: 10810.590820
	Iteration 39Q: 3 clusters Score -1195050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1195066.750000 Penalty: 10810.590820
	Iteration 40F: 3 clusters Score -1195067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1195079.625000 Penalty: 10810.590820
	Iteration 41Q: 3 clusters Score -1195080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1195085.875000 Penalty: 10810.590820
	Iteration 42Q: 3 clusters Score -1195086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1195088.625000 Penalty: 10810.590820
	Iteration 43Q: 3 clusters Score -1195089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1195094.000000 Penalty: 10810.590820
	Iteration 44Q: 3 clusters Score -1195094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1195098.125000 Penalty: 10810.590820
	Iteration 45Q: 3 clusters Score -1195098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1195095.250000 Penalty: 10810.590820
	Iteration 46Q: 3 clusters Score -1195095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1195093.000000 Penalty: 10810.590820
	Iteration 47Q: 3 clusters Score -1195093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1195099.125000 Penalty: 10810.590820
	Iteration 48Q: 3 clusters Score -1195099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1195098.750000 Penalty: 10810.590820
	Iteration 49Q: 3 clusters Score -1195099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1195102.125000 Penalty: 10810.590820
	Iteration 50Q: 3 clusters Score -1195102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1195102.125000 Penalty: 10810.590820
	Iteration 51F: 3 clusters Score -1195102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -54739.511719 Penalty: 3668.238770
	Iteration 0F: 2 clusters Score -54739.51 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 219 members 
Entering Unmasked Estep 
Score: -51600.453125 Penalty: 7336.477539
	Iteration 0F: 3 clusters Score -51600.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51725.941406 Penalty: 7336.477539
	Iteration 1F: 3 clusters Score -51725.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51806.281250 Penalty: 7336.477539
	Iteration 2Q: 3 clusters Score -51806.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51838.792969 Penalty: 7336.477539
	Iteration 3Q: 3 clusters Score -51838.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51851.687500 Penalty: 7336.477539
	Iteration 4Q: 3 clusters Score -51851.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51861.578125 Penalty: 7336.477539
	Iteration 5Q: 3 clusters Score -51861.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51879.378906 Penalty: 7336.477539
	Iteration 6Q: 3 clusters Score -51879.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51899.687500 Penalty: 7336.477539
	Iteration 7Q: 3 clusters Score -51899.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51923.582031 Penalty: 7336.477539
	Iteration 8Q: 3 clusters Score -51923.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51955.550781 Penalty: 7336.477539
	Iteration 9Q: 3 clusters Score -51955.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51965.781250 Penalty: 7336.477539
	Iteration 10Q: 3 clusters Score -51965.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51990.269531 Penalty: 7336.477539
	Iteration 11Q: 3 clusters Score -51990.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52048.871094 Penalty: 7336.477539
	Iteration 12Q: 3 clusters Score -52048.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52056.437500 Penalty: 7336.477539
	Iteration 13Q: 3 clusters Score -52056.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52096.417969 Penalty: 7336.477539
	Iteration 14Q: 3 clusters Score -52096.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52105.019531 Penalty: 7336.477539
	Iteration 15Q: 3 clusters Score -52105.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52105.019531 Penalty: 7336.477539
	Iteration 16F: 3 clusters Score -52105.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -3150974.000000 Penalty: 6012.680664
	Iteration 0F: 2 clusters Score -3150974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3135580.250000 Penalty: 12025.361328
	Iteration 0F: 3 clusters Score -3135580 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3139350.500000 Penalty: 12025.361328
	Iteration 1F: 3 clusters Score -3139350 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3139935.500000 Penalty: 12025.361328
	Iteration 2F: 3 clusters Score -3139936 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3140319.250000 Penalty: 12025.361328
	Iteration 3Q: 3 clusters Score -3140319 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3140547.500000 Penalty: 12025.361328
	Iteration 4Q: 3 clusters Score -3140548 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3140750.750000 Penalty: 12025.361328
	Iteration 5Q: 3 clusters Score -3140751 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3140908.250000 Penalty: 12025.361328
	Iteration 6Q: 3 clusters Score -3140908 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3141037.000000 Penalty: 12025.361328
	Iteration 7Q: 3 clusters Score -3141037 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3141157.250000 Penalty: 12025.361328
	Iteration 8Q: 3 clusters Score -3141157 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3141289.750000 Penalty: 12025.361328
	Iteration 9Q: 3 clusters Score -3141290 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3141428.000000 Penalty: 12025.361328
	Iteration 10Q: 3 clusters Score -3141428 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3141593.500000 Penalty: 12025.361328
	Iteration 11Q: 3 clusters Score -3141594 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3141768.500000 Penalty: 12025.361328
	Iteration 12Q: 3 clusters Score -3141768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3141960.250000 Penalty: 12025.361328
	Iteration 13Q: 3 clusters Score -3141960 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3142174.750000 Penalty: 12025.361328
	Iteration 14Q: 3 clusters Score -3142175 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3142390.750000 Penalty: 12025.361328
	Iteration 15Q: 3 clusters Score -3142391 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3142618.250000 Penalty: 12025.361328
	Iteration 16Q: 3 clusters Score -3142618 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3142847.250000 Penalty: 12025.361328
	Iteration 17Q: 3 clusters Score -3142847 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3143118.500000 Penalty: 12025.361328
	Iteration 18Q: 3 clusters Score -3143118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3143393.000000 Penalty: 12025.361328
	Iteration 19Q: 3 clusters Score -3143393 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3143687.000000 Penalty: 12025.361328
	Iteration 20F: 3 clusters Score -3143687 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3143976.250000 Penalty: 12025.361328
	Iteration 21Q: 3 clusters Score -3143976 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3144214.250000 Penalty: 12025.361328
	Iteration 22Q: 3 clusters Score -3144214 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3144438.500000 Penalty: 12025.361328
	Iteration 23Q: 3 clusters Score -3144438 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3144636.000000 Penalty: 12025.361328
	Iteration 24Q: 3 clusters Score -3144636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3144818.250000 Penalty: 12025.361328
	Iteration 25Q: 3 clusters Score -3144818 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3144948.750000 Penalty: 12025.361328
	Iteration 26Q: 3 clusters Score -3144949 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3145066.750000 Penalty: 12025.361328
	Iteration 27Q: 3 clusters Score -3145067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3145169.500000 Penalty: 12025.361328
	Iteration 28Q: 3 clusters Score -3145170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3145253.500000 Penalty: 12025.361328
	Iteration 29Q: 3 clusters Score -3145254 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3145328.250000 Penalty: 12025.361328
	Iteration 30Q: 3 clusters Score -3145328 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3145377.250000 Penalty: 12025.361328
	Iteration 31Q: 3 clusters Score -3145377 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3145433.250000 Penalty: 12025.361328
	Iteration 32Q: 3 clusters Score -3145433 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3145464.250000 Penalty: 12025.361328
	Iteration 33Q: 3 clusters Score -3145464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3145509.500000 Penalty: 12025.361328
	Iteration 34Q: 3 clusters Score -3145510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3145531.000000 Penalty: 12025.361328
	Iteration 35Q: 3 clusters Score -3145531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3145561.500000 Penalty: 12025.361328
	Iteration 36Q: 3 clusters Score -3145562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3145588.000000 Penalty: 12025.361328
	Iteration 37Q: 3 clusters Score -3145588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3145592.750000 Penalty: 12025.361328
	Iteration 38Q: 3 clusters Score -3145593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3145606.000000 Penalty: 12025.361328
	Iteration 39Q: 3 clusters Score -3145606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3145615.500000 Penalty: 12025.361328
	Iteration 40F: 3 clusters Score -3145616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3145618.250000 Penalty: 12025.361328
	Iteration 41Q: 3 clusters Score -3145618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3145616.250000 Penalty: 12025.361328
	Iteration 42Q: 3 clusters Score -3145616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3145626.000000 Penalty: 12025.361328
	Iteration 43Q: 3 clusters Score -3145626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3145625.250000 Penalty: 12025.361328
	Iteration 44Q: 3 clusters Score -3145625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3145627.250000 Penalty: 12025.361328
	Iteration 45Q: 3 clusters Score -3145627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3145632.750000 Penalty: 12025.361328
	Iteration 46Q: 3 clusters Score -3145633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3145629.000000 Penalty: 12025.361328
	Iteration 47Q: 3 clusters Score -3145629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3145631.500000 Penalty: 12025.361328
	Iteration 48Q: 3 clusters Score -3145632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3145630.500000 Penalty: 12025.361328
	Iteration 49Q: 3 clusters Score -3145630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3145625.000000 Penalty: 12025.361328
	Iteration 50Q: 3 clusters Score -3145625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3145630.750000 Penalty: 12025.361328
	Iteration 51Q: 3 clusters Score -3145631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3145634.750000 Penalty: 12025.361328
	Iteration 52Q: 3 clusters Score -3145635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3145635.250000 Penalty: 12025.361328
	Iteration 53Q: 3 clusters Score -3145635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3145635.250000 Penalty: 12025.361328
	Iteration 54F: 3 clusters Score -3145635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -1575896.000000 Penalty: 5563.104980
	Iteration 0F: 2 clusters Score -1575896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1566436.250000 Penalty: 11126.209961
	Iteration 0F: 3 clusters Score -1566436 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1568295.875000 Penalty: 11126.209961
	Iteration 1F: 3 clusters Score -1568296 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1568693.625000 Penalty: 11126.209961
	Iteration 2F: 3 clusters Score -1568694 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1568902.500000 Penalty: 11126.209961
	Iteration 3Q: 3 clusters Score -1568902 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1569052.750000 Penalty: 11126.209961
	Iteration 4Q: 3 clusters Score -1569053 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1569172.375000 Penalty: 11126.209961
	Iteration 5Q: 3 clusters Score -1569172 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1569263.375000 Penalty: 11126.209961
	Iteration 6Q: 3 clusters Score -1569263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1569320.125000 Penalty: 11126.209961
	Iteration 7Q: 3 clusters Score -1569320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1569354.500000 Penalty: 11126.209961
	Iteration 8Q: 3 clusters Score -1569354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1569383.875000 Penalty: 11126.209961
	Iteration 9Q: 3 clusters Score -1569384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1569413.750000 Penalty: 11126.209961
	Iteration 10Q: 3 clusters Score -1569414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1569441.000000 Penalty: 11126.209961
	Iteration 11Q: 3 clusters Score -1569441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1569470.500000 Penalty: 11126.209961
	Iteration 12Q: 3 clusters Score -1569470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1569496.500000 Penalty: 11126.209961
	Iteration 13Q: 3 clusters Score -1569496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1569517.750000 Penalty: 11126.209961
	Iteration 14Q: 3 clusters Score -1569518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1569533.750000 Penalty: 11126.209961
	Iteration 15Q: 3 clusters Score -1569534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1569553.375000 Penalty: 11126.209961
	Iteration 16Q: 3 clusters Score -1569553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1569564.750000 Penalty: 11126.209961
	Iteration 17Q: 3 clusters Score -1569565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1569576.250000 Penalty: 11126.209961
	Iteration 18Q: 3 clusters Score -1569576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1569590.500000 Penalty: 11126.209961
	Iteration 19Q: 3 clusters Score -1569590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1569605.000000 Penalty: 11126.209961
	Iteration 20F: 3 clusters Score -1569605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1569620.250000 Penalty: 11126.209961
	Iteration 21Q: 3 clusters Score -1569620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1569633.500000 Penalty: 11126.209961
	Iteration 22Q: 3 clusters Score -1569634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1569652.250000 Penalty: 11126.209961
	Iteration 23Q: 3 clusters Score -1569652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1569663.500000 Penalty: 11126.209961
	Iteration 24Q: 3 clusters Score -1569664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1569678.500000 Penalty: 11126.209961
	Iteration 25Q: 3 clusters Score -1569678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1569699.750000 Penalty: 11126.209961
	Iteration 26Q: 3 clusters Score -1569700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1569730.625000 Penalty: 11126.209961
	Iteration 27Q: 3 clusters Score -1569731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1569747.500000 Penalty: 11126.209961
	Iteration 28Q: 3 clusters Score -1569748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1569773.500000 Penalty: 11126.209961
	Iteration 29Q: 3 clusters Score -1569774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1569791.625000 Penalty: 11126.209961
	Iteration 30Q: 3 clusters Score -1569792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1569822.250000 Penalty: 11126.209961
	Iteration 31Q: 3 clusters Score -1569822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1569849.750000 Penalty: 11126.209961
	Iteration 32Q: 3 clusters Score -1569850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1569879.250000 Penalty: 11126.209961
	Iteration 33Q: 3 clusters Score -1569879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1569903.875000 Penalty: 11126.209961
	Iteration 34Q: 3 clusters Score -1569904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1569930.250000 Penalty: 11126.209961
	Iteration 35Q: 3 clusters Score -1569930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1569956.625000 Penalty: 11126.209961
	Iteration 36Q: 3 clusters Score -1569957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1569978.875000 Penalty: 11126.209961
	Iteration 37Q: 3 clusters Score -1569979 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1570017.125000 Penalty: 11126.209961
	Iteration 38Q: 3 clusters Score -1570017 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1570041.875000 Penalty: 11126.209961
	Iteration 39Q: 3 clusters Score -1570042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1570074.750000 Penalty: 11126.209961
	Iteration 40F: 3 clusters Score -1570075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1570107.750000 Penalty: 11126.209961
	Iteration 41Q: 3 clusters Score -1570108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1570139.375000 Penalty: 11126.209961
	Iteration 42Q: 3 clusters Score -1570139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1570170.375000 Penalty: 11126.209961
	Iteration 43Q: 3 clusters Score -1570170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1570199.500000 Penalty: 11126.209961
	Iteration 44Q: 3 clusters Score -1570200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1570229.875000 Penalty: 11126.209961
	Iteration 45Q: 3 clusters Score -1570230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1570258.625000 Penalty: 11126.209961
	Iteration 46Q: 3 clusters Score -1570259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1570282.750000 Penalty: 11126.209961
	Iteration 47Q: 3 clusters Score -1570283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1570307.875000 Penalty: 11126.209961
	Iteration 48Q: 3 clusters Score -1570308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1570325.750000 Penalty: 11126.209961
	Iteration 49Q: 3 clusters Score -1570326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1570353.875000 Penalty: 11126.209961
	Iteration 50Q: 3 clusters Score -1570354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1570379.875000 Penalty: 11126.209961
	Iteration 51Q: 3 clusters Score -1570380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1570399.000000 Penalty: 11126.209961
	Iteration 52Q: 3 clusters Score -1570399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1570419.125000 Penalty: 11126.209961
	Iteration 53Q: 3 clusters Score -1570419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1570443.875000 Penalty: 11126.209961
	Iteration 54Q: 3 clusters Score -1570444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1570467.125000 Penalty: 11126.209961
	Iteration 55Q: 3 clusters Score -1570467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1570490.500000 Penalty: 11126.209961
	Iteration 56Q: 3 clusters Score -1570490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1570525.375000 Penalty: 11126.209961
	Iteration 57Q: 3 clusters Score -1570525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1570555.000000 Penalty: 11126.209961
	Iteration 58Q: 3 clusters Score -1570555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1570585.625000 Penalty: 11126.209961
	Iteration 59Q: 3 clusters Score -1570586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1570616.000000 Penalty: 11126.209961
	Iteration 60F: 3 clusters Score -1570616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1570654.375000 Penalty: 11126.209961
	Iteration 61Q: 3 clusters Score -1570654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1570690.875000 Penalty: 11126.209961
	Iteration 62Q: 3 clusters Score -1570691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1570730.875000 Penalty: 11126.209961
	Iteration 63Q: 3 clusters Score -1570731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1570789.500000 Penalty: 11126.209961
	Iteration 64Q: 3 clusters Score -1570790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1570840.875000 Penalty: 11126.209961
	Iteration 65Q: 3 clusters Score -1570841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1570886.750000 Penalty: 11126.209961
	Iteration 66Q: 3 clusters Score -1570887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1570930.250000 Penalty: 11126.209961
	Iteration 67Q: 3 clusters Score -1570930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1570955.125000 Penalty: 11126.209961
	Iteration 68Q: 3 clusters Score -1570955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1570988.375000 Penalty: 11126.209961
	Iteration 69Q: 3 clusters Score -1570988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1571011.375000 Penalty: 11126.209961
	Iteration 70Q: 3 clusters Score -1571011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1571037.750000 Penalty: 11126.209961
	Iteration 71Q: 3 clusters Score -1571038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1571066.125000 Penalty: 11126.209961
	Iteration 72Q: 3 clusters Score -1571066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1571088.625000 Penalty: 11126.209961
	Iteration 73Q: 3 clusters Score -1571089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1571119.750000 Penalty: 11126.209961
	Iteration 74Q: 3 clusters Score -1571120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1571144.875000 Penalty: 11126.209961
	Iteration 75Q: 3 clusters Score -1571145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1571164.500000 Penalty: 11126.209961
	Iteration 76Q: 3 clusters Score -1571164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1571187.875000 Penalty: 11126.209961
	Iteration 77Q: 3 clusters Score -1571188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1571202.250000 Penalty: 11126.209961
	Iteration 78Q: 3 clusters Score -1571202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1571225.875000 Penalty: 11126.209961
	Iteration 79Q: 3 clusters Score -1571226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1571251.625000 Penalty: 11126.209961
	Iteration 80F: 3 clusters Score -1571252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1571265.750000 Penalty: 11126.209961
	Iteration 81Q: 3 clusters Score -1571266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1571283.125000 Penalty: 11126.209961
	Iteration 82Q: 3 clusters Score -1571283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1571297.750000 Penalty: 11126.209961
	Iteration 83Q: 3 clusters Score -1571298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1571305.750000 Penalty: 11126.209961
	Iteration 84Q: 3 clusters Score -1571306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1571314.375000 Penalty: 11126.209961
	Iteration 85Q: 3 clusters Score -1571314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1571326.875000 Penalty: 11126.209961
	Iteration 86Q: 3 clusters Score -1571327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1571337.125000 Penalty: 11126.209961
	Iteration 87Q: 3 clusters Score -1571337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1571342.625000 Penalty: 11126.209961
	Iteration 88Q: 3 clusters Score -1571343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1571343.625000 Penalty: 11126.209961
	Iteration 89Q: 3 clusters Score -1571344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1571344.375000 Penalty: 11126.209961
	Iteration 90Q: 3 clusters Score -1571344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1571344.375000 Penalty: 11126.209961
	Iteration 91F: 3 clusters Score -1571344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -358959.718750 Penalty: 4700.418457
	Iteration 0F: 2 clusters Score -358959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -353948.843750 Penalty: 9400.836914
	Iteration 0F: 3 clusters Score -353948.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -354819.562500 Penalty: 9400.836914
	Iteration 1F: 3 clusters Score -354819.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -355379.375000 Penalty: 9400.836914
	Iteration 2F: 3 clusters Score -355379.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -355805.562500 Penalty: 9400.836914
	Iteration 3F: 3 clusters Score -355805.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356110.562500 Penalty: 9400.836914
	Iteration 4F: 3 clusters Score -356110.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -356291.343750 Penalty: 9400.836914
	Iteration 5Q: 3 clusters Score -356291.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -356382.687500 Penalty: 9400.836914
	Iteration 6Q: 3 clusters Score -356382.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -356512.093750 Penalty: 9400.836914
	Iteration 7Q: 3 clusters Score -356512.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -356611.031250 Penalty: 9400.836914
	Iteration 8Q: 3 clusters Score -356611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -356679.656250 Penalty: 9400.836914
	Iteration 9Q: 3 clusters Score -356679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356707.937500 Penalty: 9400.836914
	Iteration 10Q: 3 clusters Score -356707.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -356738.343750 Penalty: 9400.836914
	Iteration 11Q: 3 clusters Score -356738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -356761.156250 Penalty: 9400.836914
	Iteration 12Q: 3 clusters Score -356761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -356780.656250 Penalty: 9400.836914
	Iteration 13Q: 3 clusters Score -356780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -356796.468750 Penalty: 9400.836914
	Iteration 14Q: 3 clusters Score -356796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -356808.875000 Penalty: 9400.836914
	Iteration 15Q: 3 clusters Score -356808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -356816.562500 Penalty: 9400.836914
	Iteration 16Q: 3 clusters Score -356816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -356824.250000 Penalty: 9400.836914
	Iteration 17Q: 3 clusters Score -356824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -356830.937500 Penalty: 9400.836914
	Iteration 18Q: 3 clusters Score -356830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -356833.468750 Penalty: 9400.836914
	Iteration 19Q: 3 clusters Score -356833.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -356836.968750 Penalty: 9400.836914
	Iteration 20F: 3 clusters Score -356837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -356851.718750 Penalty: 9400.836914
	Iteration 21Q: 3 clusters Score -356851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -356866.875000 Penalty: 9400.836914
	Iteration 22Q: 3 clusters Score -356866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -356886.000000 Penalty: 9400.836914
	Iteration 23Q: 3 clusters Score -356886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -356919.468750 Penalty: 9400.836914
	Iteration 24Q: 3 clusters Score -356919.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -356946.875000 Penalty: 9400.836914
	Iteration 25Q: 3 clusters Score -356946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -356967.500000 Penalty: 9400.836914
	Iteration 26Q: 3 clusters Score -356967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -356978.687500 Penalty: 9400.836914
	Iteration 27Q: 3 clusters Score -356978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -356988.750000 Penalty: 9400.836914
	Iteration 28Q: 3 clusters Score -356988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -356995.156250 Penalty: 9400.836914
	Iteration 29Q: 3 clusters Score -356995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -356996.500000 Penalty: 9400.836914
	Iteration 30Q: 3 clusters Score -356996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -356997.718750 Penalty: 9400.836914
	Iteration 31Q: 3 clusters Score -356997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -356997.718750 Penalty: 9400.836914
	Iteration 32F: 3 clusters Score -356997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Entering Unmasked Estep 
Score: -3481626.750000 Penalty: 6076.090820
	Iteration 0F: 2 clusters Score -3481627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3464819.500000 Penalty: 12152.181641
	Iteration 0F: 3 clusters Score -3464820 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3469335.000000 Penalty: 12152.181641
	Iteration 1F: 3 clusters Score -3469335 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3470028.750000 Penalty: 12152.181641
	Iteration 2F: 3 clusters Score -3470029 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3470541.500000 Penalty: 12152.181641
	Iteration 3F: 3 clusters Score -3470542 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3470887.000000 Penalty: 12152.181641
	Iteration 4Q: 3 clusters Score -3470887 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3471188.000000 Penalty: 12152.181641
	Iteration 5Q: 3 clusters Score -3471188 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3471466.750000 Penalty: 12152.181641
	Iteration 6Q: 3 clusters Score -3471467 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3471702.250000 Penalty: 12152.181641
	Iteration 7Q: 3 clusters Score -3471702 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3471925.500000 Penalty: 12152.181641
	Iteration 8Q: 3 clusters Score -3471926 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3472099.250000 Penalty: 12152.181641
	Iteration 9Q: 3 clusters Score -3472099 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3472272.500000 Penalty: 12152.181641
	Iteration 10Q: 3 clusters Score -3472272 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3472429.500000 Penalty: 12152.181641
	Iteration 11Q: 3 clusters Score -3472430 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3472554.500000 Penalty: 12152.181641
	Iteration 12Q: 3 clusters Score -3472554 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3472650.500000 Penalty: 12152.181641
	Iteration 13Q: 3 clusters Score -3472650 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3472741.500000 Penalty: 12152.181641
	Iteration 14Q: 3 clusters Score -3472742 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3472850.250000 Penalty: 12152.181641
	Iteration 15Q: 3 clusters Score -3472850 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3472945.750000 Penalty: 12152.181641
	Iteration 16Q: 3 clusters Score -3472946 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3473013.000000 Penalty: 12152.181641
	Iteration 17Q: 3 clusters Score -3473013 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3473089.250000 Penalty: 12152.181641
	Iteration 18Q: 3 clusters Score -3473089 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3473155.000000 Penalty: 12152.181641
	Iteration 19Q: 3 clusters Score -3473155 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3473217.000000 Penalty: 12152.181641
	Iteration 20F: 3 clusters Score -3473217 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3473262.750000 Penalty: 12152.181641
	Iteration 21Q: 3 clusters Score -3473263 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3473301.250000 Penalty: 12152.181641
	Iteration 22Q: 3 clusters Score -3473301 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3473350.000000 Penalty: 12152.181641
	Iteration 23Q: 3 clusters Score -3473350 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3473388.250000 Penalty: 12152.181641
	Iteration 24Q: 3 clusters Score -3473388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3473413.250000 Penalty: 12152.181641
	Iteration 25Q: 3 clusters Score -3473413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3473461.750000 Penalty: 12152.181641
	Iteration 26Q: 3 clusters Score -3473462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3473500.250000 Penalty: 12152.181641
	Iteration 27Q: 3 clusters Score -3473500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3473540.250000 Penalty: 12152.181641
	Iteration 28Q: 3 clusters Score -3473540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3473570.250000 Penalty: 12152.181641
	Iteration 29Q: 3 clusters Score -3473570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3473583.750000 Penalty: 12152.181641
	Iteration 30Q: 3 clusters Score -3473584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3473622.250000 Penalty: 12152.181641
	Iteration 31Q: 3 clusters Score -3473622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3473647.250000 Penalty: 12152.181641
	Iteration 32Q: 3 clusters Score -3473647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3473674.750000 Penalty: 12152.181641
	Iteration 33Q: 3 clusters Score -3473675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3473679.000000 Penalty: 12152.181641
	Iteration 34Q: 3 clusters Score -3473679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3473703.000000 Penalty: 12152.181641
	Iteration 35Q: 3 clusters Score -3473703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3473730.750000 Penalty: 12152.181641
	Iteration 36Q: 3 clusters Score -3473731 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3473747.000000 Penalty: 12152.181641
	Iteration 37Q: 3 clusters Score -3473747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3473763.000000 Penalty: 12152.181641
	Iteration 38Q: 3 clusters Score -3473763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3473782.000000 Penalty: 12152.181641
	Iteration 39Q: 3 clusters Score -3473782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3473794.500000 Penalty: 12152.181641
	Iteration 40F: 3 clusters Score -3473794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3473816.250000 Penalty: 12152.181641
	Iteration 41Q: 3 clusters Score -3473816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3473821.250000 Penalty: 12152.181641
	Iteration 42Q: 3 clusters Score -3473821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3473837.750000 Penalty: 12152.181641
	Iteration 43Q: 3 clusters Score -3473838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3473837.500000 Penalty: 12152.181641
	Iteration 44Q: 3 clusters Score -3473838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3473844.250000 Penalty: 12152.181641
	Iteration 45Q: 3 clusters Score -3473844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3473865.500000 Penalty: 12152.181641
	Iteration 46Q: 3 clusters Score -3473866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3473875.250000 Penalty: 12152.181641
	Iteration 47Q: 3 clusters Score -3473875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3473904.500000 Penalty: 12152.181641
	Iteration 48Q: 3 clusters Score -3473904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3473914.750000 Penalty: 12152.181641
	Iteration 49Q: 3 clusters Score -3473915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3473919.750000 Penalty: 12152.181641
	Iteration 50Q: 3 clusters Score -3473920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3473928.750000 Penalty: 12152.181641
	Iteration 51Q: 3 clusters Score -3473929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3473944.750000 Penalty: 12152.181641
	Iteration 52Q: 3 clusters Score -3473945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3473952.500000 Penalty: 12152.181641
	Iteration 53Q: 3 clusters Score -3473952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3473968.250000 Penalty: 12152.181641
	Iteration 54Q: 3 clusters Score -3473968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3473989.000000 Penalty: 12152.181641
	Iteration 55Q: 3 clusters Score -3473989 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3474018.000000 Penalty: 12152.181641
	Iteration 56Q: 3 clusters Score -3474018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3474033.250000 Penalty: 12152.181641
	Iteration 57Q: 3 clusters Score -3474033 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3474056.750000 Penalty: 12152.181641
	Iteration 58Q: 3 clusters Score -3474057 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3474089.000000 Penalty: 12152.181641
	Iteration 59Q: 3 clusters Score -3474089 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3474111.500000 Penalty: 12152.181641
	Iteration 60F: 3 clusters Score -3474112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3474143.750000 Penalty: 12152.181641
	Iteration 61Q: 3 clusters Score -3474144 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3474161.000000 Penalty: 12152.181641
	Iteration 62Q: 3 clusters Score -3474161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3474193.750000 Penalty: 12152.181641
	Iteration 63Q: 3 clusters Score -3474194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3474221.500000 Penalty: 12152.181641
	Iteration 64Q: 3 clusters Score -3474222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3474284.500000 Penalty: 12152.181641
	Iteration 65Q: 3 clusters Score -3474284 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3474316.500000 Penalty: 12152.181641
	Iteration 66Q: 3 clusters Score -3474316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3474361.750000 Penalty: 12152.181641
	Iteration 67Q: 3 clusters Score -3474362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3474413.500000 Penalty: 12152.181641
	Iteration 68Q: 3 clusters Score -3474414 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3474470.000000 Penalty: 12152.181641
	Iteration 69Q: 3 clusters Score -3474470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3474504.750000 Penalty: 12152.181641
	Iteration 70Q: 3 clusters Score -3474505 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3474559.250000 Penalty: 12152.181641
	Iteration 71Q: 3 clusters Score -3474559 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3474623.250000 Penalty: 12152.181641
	Iteration 72Q: 3 clusters Score -3474623 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3474678.500000 Penalty: 12152.181641
	Iteration 73Q: 3 clusters Score -3474678 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3474749.000000 Penalty: 12152.181641
	Iteration 74Q: 3 clusters Score -3474749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3474845.500000 Penalty: 12152.181641
	Iteration 75Q: 3 clusters Score -3474846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3474920.000000 Penalty: 12152.181641
	Iteration 76Q: 3 clusters Score -3474920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3474989.500000 Penalty: 12152.181641
	Iteration 77Q: 3 clusters Score -3474990 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3475074.500000 Penalty: 12152.181641
	Iteration 78Q: 3 clusters Score -3475074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3475132.000000 Penalty: 12152.181641
	Iteration 79Q: 3 clusters Score -3475132 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3475212.750000 Penalty: 12152.181641
	Iteration 80F: 3 clusters Score -3475213 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3475305.250000 Penalty: 12152.181641
	Iteration 81Q: 3 clusters Score -3475305 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3475374.000000 Penalty: 12152.181641
	Iteration 82Q: 3 clusters Score -3475374 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3475452.500000 Penalty: 12152.181641
	Iteration 83Q: 3 clusters Score -3475452 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3475540.000000 Penalty: 12152.181641
	Iteration 84Q: 3 clusters Score -3475540 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3475647.250000 Penalty: 12152.181641
	Iteration 85Q: 3 clusters Score -3475647 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3475756.750000 Penalty: 12152.181641
	Iteration 86Q: 3 clusters Score -3475757 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3475860.000000 Penalty: 12152.181641
	Iteration 87Q: 3 clusters Score -3475860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3475949.750000 Penalty: 12152.181641
	Iteration 88Q: 3 clusters Score -3475950 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3476052.750000 Penalty: 12152.181641
	Iteration 89Q: 3 clusters Score -3476053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3476131.750000 Penalty: 12152.181641
	Iteration 90Q: 3 clusters Score -3476132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3476205.750000 Penalty: 12152.181641
	Iteration 91Q: 3 clusters Score -3476206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3476256.250000 Penalty: 12152.181641
	Iteration 92Q: 3 clusters Score -3476256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3476303.500000 Penalty: 12152.181641
	Iteration 93Q: 3 clusters Score -3476304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3476348.750000 Penalty: 12152.181641
	Iteration 94Q: 3 clusters Score -3476349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3476375.000000 Penalty: 12152.181641
	Iteration 95Q: 3 clusters Score -3476375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3476402.250000 Penalty: 12152.181641
	Iteration 96Q: 3 clusters Score -3476402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3476421.250000 Penalty: 12152.181641
	Iteration 97Q: 3 clusters Score -3476421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3476432.000000 Penalty: 12152.181641
	Iteration 98Q: 3 clusters Score -3476432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3476451.000000 Penalty: 12152.181641
	Iteration 99Q: 3 clusters Score -3476451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3476458.500000 Penalty: 12152.181641
	Iteration 100F: 3 clusters Score -3476458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3476465.500000 Penalty: 12152.181641
	Iteration 101Q: 3 clusters Score -3476466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3476474.000000 Penalty: 12152.181641
	Iteration 102Q: 3 clusters Score -3476474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3476486.250000 Penalty: 12152.181641
	Iteration 103Q: 3 clusters Score -3476486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3476488.000000 Penalty: 12152.181641
	Iteration 104Q: 3 clusters Score -3476488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3476490.000000 Penalty: 12152.181641
	Iteration 105Q: 3 clusters Score -3476490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3476495.500000 Penalty: 12152.181641
	Iteration 106Q: 3 clusters Score -3476496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3476495.500000 Penalty: 12152.181641
	Iteration 107Q: 3 clusters Score -3476496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3476501.250000 Penalty: 12152.181641
	Iteration 108Q: 3 clusters Score -3476501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3476514.250000 Penalty: 12152.181641
	Iteration 109Q: 3 clusters Score -3476514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3476528.500000 Penalty: 12152.181641
	Iteration 110Q: 3 clusters Score -3476528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3476530.000000 Penalty: 12152.181641
	Iteration 111Q: 3 clusters Score -3476530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3476536.250000 Penalty: 12152.181641
	Iteration 112Q: 3 clusters Score -3476536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3476539.750000 Penalty: 12152.181641
	Iteration 113Q: 3 clusters Score -3476540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3476540.500000 Penalty: 12152.181641
	Iteration 114Q: 3 clusters Score -3476540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3476541.500000 Penalty: 12152.181641
	Iteration 115Q: 3 clusters Score -3476542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3476548.250000 Penalty: 12152.181641
	Iteration 116Q: 3 clusters Score -3476548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3476543.000000 Penalty: 12152.181641
	Iteration 117Q: 3 clusters Score -3476543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3476543.750000 Penalty: 12152.181641
	Iteration 118Q: 3 clusters Score -3476544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3476546.500000 Penalty: 12152.181641
	Iteration 119Q: 3 clusters Score -3476546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3476543.750000 Penalty: 12152.181641
	Iteration 120F: 3 clusters Score -3476544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3476547.750000 Penalty: 12152.181641
	Iteration 121Q: 3 clusters Score -3476548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3476551.000000 Penalty: 12152.181641
	Iteration 122Q: 3 clusters Score -3476551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3476551.500000 Penalty: 12152.181641
	Iteration 123Q: 3 clusters Score -3476552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3476552.750000 Penalty: 12152.181641
	Iteration 124Q: 3 clusters Score -3476553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3476550.750000 Penalty: 12152.181641
	Iteration 125Q: 3 clusters Score -3476551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3476563.000000 Penalty: 12152.181641
	Iteration 126Q: 3 clusters Score -3476563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3476563.750000 Penalty: 12152.181641
	Iteration 127Q: 3 clusters Score -3476564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3476572.000000 Penalty: 12152.181641
	Iteration 128Q: 3 clusters Score -3476572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3476571.500000 Penalty: 12152.181641
	Iteration 129Q: 3 clusters Score -3476572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3476571.500000 Penalty: 12152.181641
	Iteration 130F: 3 clusters Score -3476572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -321617.593750 Penalty: 4656.776367
	Iteration 0F: 2 clusters Score -321617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -316732.718750 Penalty: 9313.552734
	Iteration 0F: 3 clusters Score -316732.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -317822.687500 Penalty: 9313.552734
	Iteration 1F: 3 clusters Score -317822.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -319151.968750 Penalty: 9313.552734
	Iteration 2F: 3 clusters Score -319152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321255.625000 Penalty: 9313.552734
	Iteration 3F: 3 clusters Score -321255.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -322217.875000 Penalty: 9313.552734
	Iteration 4F: 3 clusters Score -322217.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -323165.093750 Penalty: 9313.552734
	Iteration 5F: 3 clusters Score -323165.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -323691.406250 Penalty: 9313.552734
	Iteration 6Q: 3 clusters Score -323691.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -323886.968750 Penalty: 9313.552734
	Iteration 7Q: 3 clusters Score -323887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -324031.250000 Penalty: 9313.552734
	Iteration 8Q: 3 clusters Score -324031.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -324141.343750 Penalty: 9313.552734
	Iteration 9Q: 3 clusters Score -324141.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -324290.968750 Penalty: 9313.552734
	Iteration 10Q: 3 clusters Score -324291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -324368.906250 Penalty: 9313.552734
	Iteration 11Q: 3 clusters Score -324368.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -324385.875000 Penalty: 9313.552734
	Iteration 12Q: 3 clusters Score -324385.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -324572.687500 Penalty: 9313.552734
	Iteration 13Q: 3 clusters Score -324572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -324592.218750 Penalty: 9313.552734
	Iteration 14Q: 3 clusters Score -324592.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -324605.125000 Penalty: 9313.552734
	Iteration 15Q: 3 clusters Score -324605.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -324631.968750 Penalty: 9313.552734
	Iteration 16Q: 3 clusters Score -324632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -324674.625000 Penalty: 9313.552734
	Iteration 17Q: 3 clusters Score -324674.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -324718.906250 Penalty: 9313.552734
	Iteration 18Q: 3 clusters Score -324718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -324760.687500 Penalty: 9313.552734
	Iteration 19Q: 3 clusters Score -324760.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -324784.656250 Penalty: 9313.552734
	Iteration 20F: 3 clusters Score -324784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -324791.656250 Penalty: 9313.552734
	Iteration 21Q: 3 clusters Score -324791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -324792.968750 Penalty: 9313.552734
	Iteration 22Q: 3 clusters Score -324793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -324792.968750 Penalty: 9313.552734
	Iteration 23F: 3 clusters Score -324793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99602 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149166 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62970 members 
Mstep: Class 10 contains 14239 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74676 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20336 members 
Mstep: Class 21 contains 1046 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173901 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463332 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 958 members 
Entering Unmasked Estep 
Score: -226847632.000000 Penalty: 267010.843750
Splitting cluster 21 changes total score from -226849584.000000 to -226847632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (15553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Entering Unmasked Estep 
Score: -2632830.500000 Penalty: 5911.855469
	Iteration 0F: 2 clusters Score -2632830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2619203.500000 Penalty: 11823.710938
	Iteration 0F: 3 clusters Score -2619204 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2622446.250000 Penalty: 11823.710938
	Iteration 1F: 3 clusters Score -2622446 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2623085.750000 Penalty: 11823.710938
	Iteration 2F: 3 clusters Score -2623086 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2623533.000000 Penalty: 11823.710938
	Iteration 3F: 3 clusters Score -2623533 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2623871.500000 Penalty: 11823.710938
	Iteration 4Q: 3 clusters Score -2623872 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2624155.500000 Penalty: 11823.710938
	Iteration 5Q: 3 clusters Score -2624156 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2624400.750000 Penalty: 11823.710938
	Iteration 6Q: 3 clusters Score -2624401 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2624600.500000 Penalty: 11823.710938
	Iteration 7Q: 3 clusters Score -2624600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2624781.500000 Penalty: 11823.710938
	Iteration 8Q: 3 clusters Score -2624782 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2624940.250000 Penalty: 11823.710938
	Iteration 9Q: 3 clusters Score -2624940 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2625095.500000 Penalty: 11823.710938
	Iteration 10Q: 3 clusters Score -2625096 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2625253.750000 Penalty: 11823.710938
	Iteration 11Q: 3 clusters Score -2625254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2625397.250000 Penalty: 11823.710938
	Iteration 12Q: 3 clusters Score -2625397 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2625543.500000 Penalty: 11823.710938
	Iteration 13Q: 3 clusters Score -2625544 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2625681.250000 Penalty: 11823.710938
	Iteration 14Q: 3 clusters Score -2625681 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2625848.500000 Penalty: 11823.710938
	Iteration 15Q: 3 clusters Score -2625848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2625986.500000 Penalty: 11823.710938
	Iteration 16Q: 3 clusters Score -2625986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2626134.750000 Penalty: 11823.710938
	Iteration 17Q: 3 clusters Score -2626135 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2626273.250000 Penalty: 11823.710938
	Iteration 18Q: 3 clusters Score -2626273 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2626458.500000 Penalty: 11823.710938
	Iteration 19Q: 3 clusters Score -2626458 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2626656.000000 Penalty: 11823.710938
	Iteration 20F: 3 clusters Score -2626656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2626856.750000 Penalty: 11823.710938
	Iteration 21Q: 3 clusters Score -2626857 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2627045.250000 Penalty: 11823.710938
	Iteration 22Q: 3 clusters Score -2627045 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2627233.750000 Penalty: 11823.710938
	Iteration 23Q: 3 clusters Score -2627234 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2627405.750000 Penalty: 11823.710938
	Iteration 24Q: 3 clusters Score -2627406 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2627553.750000 Penalty: 11823.710938
	Iteration 25Q: 3 clusters Score -2627554 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2627694.500000 Penalty: 11823.710938
	Iteration 26Q: 3 clusters Score -2627694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2627817.500000 Penalty: 11823.710938
	Iteration 27Q: 3 clusters Score -2627818 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2627936.500000 Penalty: 11823.710938
	Iteration 28Q: 3 clusters Score -2627936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2628044.500000 Penalty: 11823.710938
	Iteration 29Q: 3 clusters Score -2628044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2628122.750000 Penalty: 11823.710938
	Iteration 30Q: 3 clusters Score -2628123 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2628228.000000 Penalty: 11823.710938
	Iteration 31Q: 3 clusters Score -2628228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2628347.500000 Penalty: 11823.710938
	Iteration 32Q: 3 clusters Score -2628348 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2628482.000000 Penalty: 11823.710938
	Iteration 33Q: 3 clusters Score -2628482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2628575.250000 Penalty: 11823.710938
	Iteration 34Q: 3 clusters Score -2628575 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2628652.500000 Penalty: 11823.710938
	Iteration 35Q: 3 clusters Score -2628652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2628700.750000 Penalty: 11823.710938
	Iteration 36Q: 3 clusters Score -2628701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2628727.500000 Penalty: 11823.710938
	Iteration 37Q: 3 clusters Score -2628728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2628754.250000 Penalty: 11823.710938
	Iteration 38Q: 3 clusters Score -2628754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2628773.750000 Penalty: 11823.710938
	Iteration 39Q: 3 clusters Score -2628774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2628797.000000 Penalty: 11823.710938
	Iteration 40F: 3 clusters Score -2628797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2628810.000000 Penalty: 11823.710938
	Iteration 41Q: 3 clusters Score -2628810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2628811.500000 Penalty: 11823.710938
	Iteration 42Q: 3 clusters Score -2628812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2628820.500000 Penalty: 11823.710938
	Iteration 43Q: 3 clusters Score -2628820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2628827.500000 Penalty: 11823.710938
	Iteration 44Q: 3 clusters Score -2628828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2628838.250000 Penalty: 11823.710938
	Iteration 45Q: 3 clusters Score -2628838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2628842.000000 Penalty: 11823.710938
	Iteration 46Q: 3 clusters Score -2628842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2628844.000000 Penalty: 11823.710938
	Iteration 47Q: 3 clusters Score -2628844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2628840.500000 Penalty: 11823.710938
	Iteration 48Q: 3 clusters Score -2628840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2628843.250000 Penalty: 11823.710938
	Iteration 49Q: 3 clusters Score -2628843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2628847.500000 Penalty: 11823.710938
	Iteration 50Q: 3 clusters Score -2628848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2628849.000000 Penalty: 11823.710938
	Iteration 51Q: 3 clusters Score -2628849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2628851.250000 Penalty: 11823.710938
	Iteration 52Q: 3 clusters Score -2628851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2628852.500000 Penalty: 11823.710938
	Iteration 53Q: 3 clusters Score -2628852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2628849.250000 Penalty: 11823.710938
	Iteration 54Q: 3 clusters Score -2628849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2628849.250000 Penalty: 11823.710938
	Iteration 55F: 3 clusters Score -2628849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -175896.609375 Penalty: 4323.489258
	Iteration 0F: 2 clusters Score -175896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171707.843750 Penalty: 8646.978516
	Iteration 0F: 3 clusters Score -171707.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -172521.703125 Penalty: 8646.978516
	Iteration 1F: 3 clusters Score -172521.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -172946.703125 Penalty: 8646.978516
	Iteration 2F: 3 clusters Score -172946.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -173279.078125 Penalty: 8646.978516
	Iteration 3F: 3 clusters Score -173279.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -173528.968750 Penalty: 8646.978516
	Iteration 4Q: 3 clusters Score -173529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -173740.046875 Penalty: 8646.978516
	Iteration 5Q: 3 clusters Score -173740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -174026.015625 Penalty: 8646.978516
	Iteration 6Q: 3 clusters Score -174026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -174082.609375 Penalty: 8646.978516
	Iteration 7Q: 3 clusters Score -174082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174102.187500 Penalty: 8646.978516
	Iteration 8Q: 3 clusters Score -174102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174110.156250 Penalty: 8646.978516
	Iteration 9Q: 3 clusters Score -174110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174115.265625 Penalty: 8646.978516
	Iteration 10Q: 3 clusters Score -174115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174126.312500 Penalty: 8646.978516
	Iteration 11Q: 3 clusters Score -174126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174141.203125 Penalty: 8646.978516
	Iteration 12Q: 3 clusters Score -174141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174144.906250 Penalty: 8646.978516
	Iteration 13Q: 3 clusters Score -174144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174155.312500 Penalty: 8646.978516
	Iteration 14Q: 3 clusters Score -174155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174162.375000 Penalty: 8646.978516
	Iteration 15Q: 3 clusters Score -174162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174165.078125 Penalty: 8646.978516
	Iteration 16Q: 3 clusters Score -174165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174166.875000 Penalty: 8646.978516
	Iteration 17Q: 3 clusters Score -174166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174168.453125 Penalty: 8646.978516
	Iteration 18Q: 3 clusters Score -174168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174172.718750 Penalty: 8646.978516
	Iteration 19Q: 3 clusters Score -174172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -174172.718750 Penalty: 8646.978516
	Iteration 20F: 3 clusters Score -174172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (173901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Entering Unmasked Estep 
Score: -31412204.000000 Penalty: 7390.572754
	Iteration 0F: 2 clusters Score -3.14122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -31295740.000000 Penalty: 14781.145508
	Iteration 0F: 3 clusters Score -3.129574e+07 nChanged 81204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -31341950.000000 Penalty: 14781.145508
	Iteration 1F: 3 clusters Score -3.134195e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -31343110.000000 Penalty: 14781.145508
	Iteration 2Q: 3 clusters Score -3.134311e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -31344630.000000 Penalty: 14781.145508
	Iteration 3Q: 3 clusters Score -3.134463e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -31346388.000000 Penalty: 14781.145508
	Iteration 4Q: 3 clusters Score -3.134639e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -31349114.000000 Penalty: 14781.145508
	Iteration 5Q: 3 clusters Score -3.134911e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
Score: -31353660.000000 Penalty: 14781.145508
	Iteration 6F: 3 clusters Score -3.135366e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -31361678.000000 Penalty: 14781.145508
	Iteration 7F: 3 clusters Score -3.136168e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 140304 members 
Entering Unmasked Estep 
Score: -31374206.000000 Penalty: 14781.145508
	Iteration 8F: 3 clusters Score -3.137421e+07 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -31387844.000000 Penalty: 14781.145508
	Iteration 9F: 3 clusters Score -3.138784e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -31397290.000000 Penalty: 14781.145508
	Iteration 10F: 3 clusters Score -3.139729e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -31402136.000000 Penalty: 14781.145508
	Iteration 11Q: 3 clusters Score -3.140214e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -31404218.000000 Penalty: 14781.145508
	Iteration 12Q: 3 clusters Score -3.140422e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -31404992.000000 Penalty: 14781.145508
	Iteration 13Q: 3 clusters Score -3.140499e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 173121 members 
Entering Unmasked Estep 
Score: -31405234.000000 Penalty: 14781.145508
	Iteration 14Q: 3 clusters Score -3.140523e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -31405384.000000 Penalty: 14781.145508
	Iteration 15Q: 3 clusters Score -3.140538e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -31405464.000000 Penalty: 14781.145508
	Iteration 16Q: 3 clusters Score -3.140546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -31405574.000000 Penalty: 14781.145508
	Iteration 17Q: 3 clusters Score -3.140557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 173301 members 
Entering Unmasked Estep 
Score: -31405592.000000 Penalty: 14781.145508
	Iteration 18Q: 3 clusters Score -3.140559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -31405660.000000 Penalty: 14781.145508
	Iteration 19Q: 3 clusters Score -3.140566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -31405658.000000 Penalty: 14781.145508
	Iteration 20F: 3 clusters Score -3.140566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 173327 members 
Entering Unmasked Estep 
Score: -31405686.000000 Penalty: 14781.145508
	Iteration 21Q: 3 clusters Score -3.140569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -31405692.000000 Penalty: 14781.145508
	Iteration 22Q: 3 clusters Score -3.140569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 173331 members 
Entering Unmasked Estep 
Score: -31405686.000000 Penalty: 14781.145508
	Iteration 23Q: 3 clusters Score -3.140569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -31405708.000000 Penalty: 14781.145508
	Iteration 24Q: 3 clusters Score -3.140571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 173341 members 
Entering Unmasked Estep 
Score: -31405708.000000 Penalty: 14781.145508
	Iteration 25Q: 3 clusters Score -3.140571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
Score: -31405682.000000 Penalty: 14781.145508
	Iteration 26Q: 3 clusters Score -3.140568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 173349 members 
Entering Unmasked Estep 
Score: -31405734.000000 Penalty: 14781.145508
	Iteration 27Q: 3 clusters Score -3.140573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 173350 members 
Entering Unmasked Estep 
Score: -31405740.000000 Penalty: 14781.145508
	Iteration 28Q: 3 clusters Score -3.140574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -31405742.000000 Penalty: 14781.145508
	Iteration 29Q: 3 clusters Score -3.140574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -31405742.000000 Penalty: 14781.145508
	Iteration 30F: 3 clusters Score -3.140574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -131459.281250 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -131459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127651.484375 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -127651.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128098.015625 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -128098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -128365.585938 Penalty: 8288.584961
	Iteration 2F: 3 clusters Score -128365.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -128557.929688 Penalty: 8288.584961
	Iteration 3Q: 3 clusters Score -128557.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -128803.609375 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -128803.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -129179.421875 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -129179.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129325.570312 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -129325.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -129464.046875 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -129464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -129586.351562 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -129586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129706.531250 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -129706.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -129744.007812 Penalty: 8288.584961
	Iteration 10Q: 3 clusters Score -129744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129750.968750 Penalty: 8288.584961
	Iteration 11Q: 3 clusters Score -129751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129761.101562 Penalty: 8288.584961
	Iteration 12Q: 3 clusters Score -129761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -129774.429688 Penalty: 8288.584961
	Iteration 13Q: 3 clusters Score -129774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -129781.601562 Penalty: 8288.584961
	Iteration 14Q: 3 clusters Score -129781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -129795.609375 Penalty: 8288.584961
	Iteration 15Q: 3 clusters Score -129795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -129803.781250 Penalty: 8288.584961
	Iteration 16Q: 3 clusters Score -129803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -129810.218750 Penalty: 8288.584961
	Iteration 17Q: 3 clusters Score -129810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -129810.609375 Penalty: 8288.584961
	Iteration 18F: 3 clusters Score -129810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -129817.664062 Penalty: 8288.584961
	Iteration 19Q: 3 clusters Score -129817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -129825.710938 Penalty: 8288.584961
	Iteration 20F: 3 clusters Score -129825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -342602.156250 Penalty: 4634.365234
	Iteration 0F: 2 clusters Score -342602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -337680.968750 Penalty: 9268.730469
	Iteration 0F: 3 clusters Score -337681 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -338294.750000 Penalty: 9268.730469
	Iteration 1F: 3 clusters Score -338294.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -338555.125000 Penalty: 9268.730469
	Iteration 2F: 3 clusters Score -338555.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -338732.500000 Penalty: 9268.730469
	Iteration 3Q: 3 clusters Score -338732.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -338817.468750 Penalty: 9268.730469
	Iteration 4Q: 3 clusters Score -338817.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -338862.781250 Penalty: 9268.730469
	Iteration 5Q: 3 clusters Score -338862.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338895.750000 Penalty: 9268.730469
	Iteration 6Q: 3 clusters Score -338895.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -338940.406250 Penalty: 9268.730469
	Iteration 7Q: 3 clusters Score -338940.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -338984.062500 Penalty: 9268.730469
	Iteration 8Q: 3 clusters Score -338984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -339003.343750 Penalty: 9268.730469
	Iteration 9Q: 3 clusters Score -339003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -339025.531250 Penalty: 9268.730469
	Iteration 10Q: 3 clusters Score -339025.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -339065.718750 Penalty: 9268.730469
	Iteration 11Q: 3 clusters Score -339065.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -339099.656250 Penalty: 9268.730469
	Iteration 12Q: 3 clusters Score -339099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339125.062500 Penalty: 9268.730469
	Iteration 13Q: 3 clusters Score -339125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -339146.656250 Penalty: 9268.730469
	Iteration 14Q: 3 clusters Score -339146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -339155.593750 Penalty: 9268.730469
	Iteration 15Q: 3 clusters Score -339155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -339162.000000 Penalty: 9268.730469
	Iteration 16Q: 3 clusters Score -339162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -339166.437500 Penalty: 9268.730469
	Iteration 17Q: 3 clusters Score -339166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -339166.437500 Penalty: 9268.730469
	Iteration 18F: 3 clusters Score -339166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -68193.046875 Penalty: 3831.646973
	Iteration 0F: 2 clusters Score -68193.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64938.406250 Penalty: 7663.293945
	Iteration 0F: 3 clusters Score -64938.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65261.359375 Penalty: 7663.293945
	Iteration 1F: 3 clusters Score -65261.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65546.164062 Penalty: 7663.293945
	Iteration 2Q: 3 clusters Score -65546.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65762.335938 Penalty: 7663.293945
	Iteration 3Q: 3 clusters Score -65762.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65910.140625 Penalty: 7663.293945
	Iteration 4Q: 3 clusters Score -65910.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66192.859375 Penalty: 7663.293945
	Iteration 5Q: 3 clusters Score -66192.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66395.906250 Penalty: 7663.293945
	Iteration 6Q: 3 clusters Score -66395.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66530.023438 Penalty: 7663.293945
	Iteration 7Q: 3 clusters Score -66530.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66670.445312 Penalty: 7663.293945
	Iteration 8Q: 3 clusters Score -66670.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66790.406250 Penalty: 7663.293945
	Iteration 9Q: 3 clusters Score -66790.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66909.890625 Penalty: 7663.293945
	Iteration 10Q: 3 clusters Score -66909.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66933.242188 Penalty: 7663.293945
	Iteration 11Q: 3 clusters Score -66933.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66959.882812 Penalty: 7663.293945
	Iteration 12Q: 3 clusters Score -66959.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66959.882812 Penalty: 7663.293945
	Iteration 13F: 3 clusters Score -66959.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Entering Unmasked Estep 
Score: -2904893.250000 Penalty: 5925.793945
	Iteration 0F: 2 clusters Score -2904893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2890995.750000 Penalty: 11851.587891
	Iteration 0F: 3 clusters Score -2890996 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2894298.000000 Penalty: 11851.587891
	Iteration 1F: 3 clusters Score -2894298 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2894841.750000 Penalty: 11851.587891
	Iteration 2F: 3 clusters Score -2894842 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2895199.750000 Penalty: 11851.587891
	Iteration 3Q: 3 clusters Score -2895200 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2895441.500000 Penalty: 11851.587891
	Iteration 4Q: 3 clusters Score -2895442 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2895617.500000 Penalty: 11851.587891
	Iteration 5Q: 3 clusters Score -2895618 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2895775.250000 Penalty: 11851.587891
	Iteration 6Q: 3 clusters Score -2895775 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2895909.750000 Penalty: 11851.587891
	Iteration 7Q: 3 clusters Score -2895910 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2896058.750000 Penalty: 11851.587891
	Iteration 8Q: 3 clusters Score -2896059 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2896186.000000 Penalty: 11851.587891
	Iteration 9Q: 3 clusters Score -2896186 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2896339.500000 Penalty: 11851.587891
	Iteration 10Q: 3 clusters Score -2896340 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2896507.000000 Penalty: 11851.587891
	Iteration 11Q: 3 clusters Score -2896507 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2896693.500000 Penalty: 11851.587891
	Iteration 12Q: 3 clusters Score -2896694 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2896900.500000 Penalty: 11851.587891
	Iteration 13Q: 3 clusters Score -2896900 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2897118.000000 Penalty: 11851.587891
	Iteration 14Q: 3 clusters Score -2897118 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2897355.750000 Penalty: 11851.587891
	Iteration 15Q: 3 clusters Score -2897356 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2897627.250000 Penalty: 11851.587891
	Iteration 16Q: 3 clusters Score -2897627 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2897883.000000 Penalty: 11851.587891
	Iteration 17Q: 3 clusters Score -2897883 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2898148.000000 Penalty: 11851.587891
	Iteration 18Q: 3 clusters Score -2898148 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2898417.750000 Penalty: 11851.587891
	Iteration 19Q: 3 clusters Score -2898418 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2898648.500000 Penalty: 11851.587891
	Iteration 20F: 3 clusters Score -2898648 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2898852.750000 Penalty: 11851.587891
	Iteration 21Q: 3 clusters Score -2898853 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2899002.250000 Penalty: 11851.587891
	Iteration 22Q: 3 clusters Score -2899002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2899141.500000 Penalty: 11851.587891
	Iteration 23Q: 3 clusters Score -2899142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2899232.000000 Penalty: 11851.587891
	Iteration 24Q: 3 clusters Score -2899232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2899305.250000 Penalty: 11851.587891
	Iteration 25Q: 3 clusters Score -2899305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2899366.500000 Penalty: 11851.587891
	Iteration 26Q: 3 clusters Score -2899366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2899407.000000 Penalty: 11851.587891
	Iteration 27Q: 3 clusters Score -2899407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2899441.000000 Penalty: 11851.587891
	Iteration 28Q: 3 clusters Score -2899441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2899479.500000 Penalty: 11851.587891
	Iteration 29Q: 3 clusters Score -2899480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2899499.000000 Penalty: 11851.587891
	Iteration 30Q: 3 clusters Score -2899499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2899521.750000 Penalty: 11851.587891
	Iteration 31Q: 3 clusters Score -2899522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2899538.250000 Penalty: 11851.587891
	Iteration 32Q: 3 clusters Score -2899538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2899555.500000 Penalty: 11851.587891
	Iteration 33Q: 3 clusters Score -2899556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2899565.500000 Penalty: 11851.587891
	Iteration 34Q: 3 clusters Score -2899566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2899575.250000 Penalty: 11851.587891
	Iteration 35Q: 3 clusters Score -2899575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2899593.500000 Penalty: 11851.587891
	Iteration 36Q: 3 clusters Score -2899594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2899606.250000 Penalty: 11851.587891
	Iteration 37Q: 3 clusters Score -2899606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2899618.250000 Penalty: 11851.587891
	Iteration 38Q: 3 clusters Score -2899618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2899616.000000 Penalty: 11851.587891
	Iteration 39Q: 3 clusters Score -2899616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2899624.250000 Penalty: 11851.587891
	Iteration 40F: 3 clusters Score -2899624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2899636.000000 Penalty: 11851.587891
	Iteration 41Q: 3 clusters Score -2899636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2899641.250000 Penalty: 11851.587891
	Iteration 42Q: 3 clusters Score -2899641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2899656.500000 Penalty: 11851.587891
	Iteration 43Q: 3 clusters Score -2899656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2899667.000000 Penalty: 11851.587891
	Iteration 44Q: 3 clusters Score -2899667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2899672.750000 Penalty: 11851.587891
	Iteration 45Q: 3 clusters Score -2899673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2899692.750000 Penalty: 11851.587891
	Iteration 46Q: 3 clusters Score -2899693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2899704.250000 Penalty: 11851.587891
	Iteration 47Q: 3 clusters Score -2899704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2899715.750000 Penalty: 11851.587891
	Iteration 48Q: 3 clusters Score -2899716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2899722.000000 Penalty: 11851.587891
	Iteration 49Q: 3 clusters Score -2899722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2899728.250000 Penalty: 11851.587891
	Iteration 50Q: 3 clusters Score -2899728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2899733.250000 Penalty: 11851.587891
	Iteration 51Q: 3 clusters Score -2899733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2899736.000000 Penalty: 11851.587891
	Iteration 52Q: 3 clusters Score -2899736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2899746.000000 Penalty: 11851.587891
	Iteration 53Q: 3 clusters Score -2899746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2899743.250000 Penalty: 11851.587891
	Iteration 54Q: 3 clusters Score -2899743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2899750.500000 Penalty: 11851.587891
	Iteration 55Q: 3 clusters Score -2899750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2899755.000000 Penalty: 11851.587891
	Iteration 56Q: 3 clusters Score -2899755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2899755.750000 Penalty: 11851.587891
	Iteration 57Q: 3 clusters Score -2899756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2899763.000000 Penalty: 11851.587891
	Iteration 58Q: 3 clusters Score -2899763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2899770.000000 Penalty: 11851.587891
	Iteration 59Q: 3 clusters Score -2899770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2899772.250000 Penalty: 11851.587891
	Iteration 60F: 3 clusters Score -2899772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2899774.000000 Penalty: 11851.587891
	Iteration 61Q: 3 clusters Score -2899774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2899775.500000 Penalty: 11851.587891
	Iteration 62Q: 3 clusters Score -2899776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2899774.750000 Penalty: 11851.587891
	Iteration 63Q: 3 clusters Score -2899775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2899774.750000 Penalty: 11851.587891
	Iteration 64F: 3 clusters Score -2899775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (463332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463332 members 
Entering Unmasked Estep 
Score: -83712496.000000 Penalty: 7990.796875
	Iteration 0F: 2 clusters Score -8.37125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231666 members 
Mstep: Class 2 contains 231666 members 
Entering Unmasked Estep 
Score: -83414960.000000 Penalty: 15981.593750
	Iteration 0F: 3 clusters Score -8.341496e+07 nChanged 222581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229325 members 
Mstep: Class 2 contains 234007 members 
Entering Unmasked Estep 
Score: -83546472.000000 Penalty: 15981.593750
	Iteration 1F: 3 clusters Score -8.354647e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226836 members 
Mstep: Class 2 contains 236496 members 
Entering Unmasked Estep 
Score: -83549224.000000 Penalty: 15981.593750
	Iteration 2Q: 3 clusters Score -8.354922e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222903 members 
Mstep: Class 2 contains 240429 members 
Entering Unmasked Estep 
Score: -83551272.000000 Penalty: 15981.593750
	Iteration 3Q: 3 clusters Score -8.355127e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216709 members 
Mstep: Class 2 contains 246623 members 
Entering Unmasked Estep 
Score: -83555928.000000 Penalty: 15981.593750
	Iteration 4Q: 3 clusters Score -8.355593e+07 nChanged 18146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207327 members 
Mstep: Class 2 contains 256005 members 
Entering Unmasked Estep 
Score: -83562608.000000 Penalty: 15981.593750
	Iteration 5Q: 3 clusters Score -8.356261e+07 nChanged 21896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193755 members 
Mstep: Class 2 contains 269577 members 
Entering Unmasked Estep 
Score: -83571712.000000 Penalty: 15981.593750
	Iteration 6Q: 3 clusters Score -8.357171e+07 nChanged 25616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 288087 members 
Entering Unmasked Estep 
Score: -83585016.000000 Penalty: 15981.593750
	Iteration 7F: 3 clusters Score -8.358502e+07 nChanged 29345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151436 members 
Mstep: Class 2 contains 311896 members 
Entering Unmasked Estep 
Score: -83601840.000000 Penalty: 15981.593750
	Iteration 8F: 3 clusters Score -8.360184e+07 nChanged 31479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 339963 members 
Entering Unmasked Estep 
Score: -83623408.000000 Penalty: 15981.593750
	Iteration 9F: 3 clusters Score -8.362341e+07 nChanged 31955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 370504 members 
Entering Unmasked Estep 
Score: -83648048.000000 Penalty: 15981.593750
	Iteration 10F: 3 clusters Score -8.364805e+07 nChanged 29356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 399448 members 
Entering Unmasked Estep 
Score: -83672688.000000 Penalty: 15981.593750
	Iteration 11F: 3 clusters Score -8.367269e+07 nChanged 22923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 422257 members 
Entering Unmasked Estep 
Score: -83691624.000000 Penalty: 15981.593750
	Iteration 12Q: 3 clusters Score -8.369162e+07 nChanged 15491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 437732 members 
Entering Unmasked Estep 
Score: -83702688.000000 Penalty: 15981.593750
	Iteration 13Q: 3 clusters Score -8.370269e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 446727 members 
Entering Unmasked Estep 
Score: -83708072.000000 Penalty: 15981.593750
	Iteration 14Q: 3 clusters Score -8.370807e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 451696 members 
Entering Unmasked Estep 
Score: -83710176.000000 Penalty: 15981.593750
	Iteration 15Q: 3 clusters Score -8.371018e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 454358 members 
Entering Unmasked Estep 
Score: -83710792.000000 Penalty: 15981.593750
	Iteration 16Q: 3 clusters Score -8.371079e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 455833 members 
Entering Unmasked Estep 
Score: -83710864.000000 Penalty: 15981.593750
	Iteration 17Q: 3 clusters Score -8.371086e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 456704 members 
Entering Unmasked Estep 
Score: -83710784.000000 Penalty: 15981.593750
	Iteration 18Q: 3 clusters Score -8.371078e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 457247 members 
Entering Unmasked Estep 
Score: -83710504.000000 Penalty: 15981.593750
	Iteration 19Q: 3 clusters Score -8.37105e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 457639 members 
Entering Unmasked Estep 
Score: -83710456.000000 Penalty: 15981.593750
	Iteration 20F: 3 clusters Score -8.371046e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 457897 members 
Entering Unmasked Estep 
Score: -83710360.000000 Penalty: 15981.593750
	Iteration 21Q: 3 clusters Score -8.371036e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 458068 members 
Entering Unmasked Estep 
Score: -83710416.000000 Penalty: 15981.593750
	Iteration 22Q: 3 clusters Score -8.371042e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 458225 members 
Entering Unmasked Estep 
Score: -83710336.000000 Penalty: 15981.593750
	Iteration 23Q: 3 clusters Score -8.371034e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 458336 members 
Entering Unmasked Estep 
Score: -83710352.000000 Penalty: 15981.593750
	Iteration 24Q: 3 clusters Score -8.371035e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 458447 members 
Entering Unmasked Estep 
Score: -83710312.000000 Penalty: 15981.593750
	Iteration 25Q: 3 clusters Score -8.371031e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 458534 members 
Entering Unmasked Estep 
Score: -83710160.000000 Penalty: 15981.593750
	Iteration 26Q: 3 clusters Score -8.371016e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 458612 members 
Entering Unmasked Estep 
Score: -83710288.000000 Penalty: 15981.593750
	Iteration 27Q: 3 clusters Score -8.371029e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 458671 members 
Entering Unmasked Estep 
Score: -83710208.000000 Penalty: 15981.593750
	Iteration 28Q: 3 clusters Score -8.371021e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 458722 members 
Entering Unmasked Estep 
Score: -83710192.000000 Penalty: 15981.593750
	Iteration 29Q: 3 clusters Score -8.371019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 458759 members 
Entering Unmasked Estep 
Score: -83710136.000000 Penalty: 15981.593750
	Iteration 30Q: 3 clusters Score -8.371014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 458794 members 
Entering Unmasked Estep 
Score: -83710160.000000 Penalty: 15981.593750
	Iteration 31Q: 3 clusters Score -8.371016e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 458824 members 
Entering Unmasked Estep 
Score: -83710232.000000 Penalty: 15981.593750
	Iteration 32Q: 3 clusters Score -8.371023e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 458852 members 
Entering Unmasked Estep 
Score: -83710248.000000 Penalty: 15981.593750
	Iteration 33Q: 3 clusters Score -8.371025e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 458891 members 
Entering Unmasked Estep 
Score: -83710192.000000 Penalty: 15981.593750
	Iteration 34Q: 3 clusters Score -8.371019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 458916 members 
Entering Unmasked Estep 
Score: -83710152.000000 Penalty: 15981.593750
	Iteration 35Q: 3 clusters Score -8.371015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 458941 members 
Entering Unmasked Estep 
Score: -83710104.000000 Penalty: 15981.593750
	Iteration 36Q: 3 clusters Score -8.37101e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 458953 members 
Entering Unmasked Estep 
Score: -83710072.000000 Penalty: 15981.593750
	Iteration 37Q: 3 clusters Score -8.371007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 458971 members 
Entering Unmasked Estep 
Score: -83710080.000000 Penalty: 15981.593750
	Iteration 38Q: 3 clusters Score -8.371008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 458988 members 
Entering Unmasked Estep 
Score: -83710096.000000 Penalty: 15981.593750
	Iteration 39Q: 3 clusters Score -8.37101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 459005 members 
Entering Unmasked Estep 
Score: -83710088.000000 Penalty: 15981.593750
	Iteration 40F: 3 clusters Score -8.371009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 459015 members 
Entering Unmasked Estep 
Score: -83710160.000000 Penalty: 15981.593750
	Iteration 41Q: 3 clusters Score -8.371016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 459020 members 
Entering Unmasked Estep 
Score: -83710144.000000 Penalty: 15981.593750
	Iteration 42Q: 3 clusters Score -8.371014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 459027 members 
Entering Unmasked Estep 
Score: -83710152.000000 Penalty: 15981.593750
	Iteration 43Q: 3 clusters Score -8.371015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 459035 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 44Q: 3 clusters Score -8.371022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 459043 members 
Entering Unmasked Estep 
Score: -83710192.000000 Penalty: 15981.593750
	Iteration 45Q: 3 clusters Score -8.371019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 459049 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 46Q: 3 clusters Score -8.371022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 459059 members 
Entering Unmasked Estep 
Score: -83710160.000000 Penalty: 15981.593750
	Iteration 47Q: 3 clusters Score -8.371016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 459066 members 
Entering Unmasked Estep 
Score: -83710192.000000 Penalty: 15981.593750
	Iteration 48Q: 3 clusters Score -8.371019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 459066 members 
Entering Unmasked Estep 
Score: -83710192.000000 Penalty: 15981.593750
	Iteration 49Q: 3 clusters Score -8.371019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 459065 members 
Entering Unmasked Estep 
Score: -83710184.000000 Penalty: 15981.593750
	Iteration 50Q: 3 clusters Score -8.371018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 459069 members 
Entering Unmasked Estep 
Score: -83710168.000000 Penalty: 15981.593750
	Iteration 51Q: 3 clusters Score -8.371017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 459074 members 
Entering Unmasked Estep 
Score: -83710176.000000 Penalty: 15981.593750
	Iteration 52Q: 3 clusters Score -8.371018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 459081 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 53Q: 3 clusters Score -8.371022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 459084 members 
Entering Unmasked Estep 
Score: -83710208.000000 Penalty: 15981.593750
	Iteration 54Q: 3 clusters Score -8.371021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 459089 members 
Entering Unmasked Estep 
Score: -83710200.000000 Penalty: 15981.593750
	Iteration 55Q: 3 clusters Score -8.37102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 459091 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 56Q: 3 clusters Score -8.371022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 459093 members 
Entering Unmasked Estep 
Score: -83710240.000000 Penalty: 15981.593750
	Iteration 57Q: 3 clusters Score -8.371024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 459097 members 
Entering Unmasked Estep 
Score: -83710240.000000 Penalty: 15981.593750
	Iteration 58Q: 3 clusters Score -8.371024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 459100 members 
Entering Unmasked Estep 
Score: -83710248.000000 Penalty: 15981.593750
	Iteration 59Q: 3 clusters Score -8.371025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 459102 members 
Entering Unmasked Estep 
Score: -83710208.000000 Penalty: 15981.593750
	Iteration 60F: 3 clusters Score -8.371021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 459104 members 
Entering Unmasked Estep 
Score: -83710224.000000 Penalty: 15981.593750
	Iteration 61Q: 3 clusters Score -8.371022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 459106 members 
Entering Unmasked Estep 
Score: -83710168.000000 Penalty: 15981.593750
	Iteration 62Q: 3 clusters Score -8.371017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 459108 members 
Entering Unmasked Estep 
Score: -83710192.000000 Penalty: 15981.593750
	Iteration 63Q: 3 clusters Score -8.371019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 459109 members 
Entering Unmasked Estep 
Score: -83710208.000000 Penalty: 15981.593750
	Iteration 64Q: 3 clusters Score -8.371021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 459111 members 
Entering Unmasked Estep 
Score: -83710224.000000 Penalty: 15981.593750
	Iteration 65Q: 3 clusters Score -8.371022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 459112 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 66Q: 3 clusters Score -8.371022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 459116 members 
Entering Unmasked Estep 
Score: -83710224.000000 Penalty: 15981.593750
	Iteration 67Q: 3 clusters Score -8.371022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 459118 members 
Entering Unmasked Estep 
Score: -83710264.000000 Penalty: 15981.593750
	Iteration 68Q: 3 clusters Score -8.371026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 459121 members 
Entering Unmasked Estep 
Score: -83710288.000000 Penalty: 15981.593750
	Iteration 69Q: 3 clusters Score -8.371029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 459125 members 
Entering Unmasked Estep 
Score: -83710280.000000 Penalty: 15981.593750
	Iteration 70Q: 3 clusters Score -8.371028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 459127 members 
Entering Unmasked Estep 
Score: -83710320.000000 Penalty: 15981.593750
	Iteration 71Q: 3 clusters Score -8.371032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 459130 members 
Entering Unmasked Estep 
Score: -83710312.000000 Penalty: 15981.593750
	Iteration 72Q: 3 clusters Score -8.371031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 459131 members 
Entering Unmasked Estep 
Score: -83710288.000000 Penalty: 15981.593750
	Iteration 73Q: 3 clusters Score -8.371029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 459133 members 
Entering Unmasked Estep 
Score: -83710280.000000 Penalty: 15981.593750
	Iteration 74Q: 3 clusters Score -8.371028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 459136 members 
Entering Unmasked Estep 
Score: -83710248.000000 Penalty: 15981.593750
	Iteration 75Q: 3 clusters Score -8.371025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 459142 members 
Entering Unmasked Estep 
Score: -83710264.000000 Penalty: 15981.593750
	Iteration 76Q: 3 clusters Score -8.371026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 459145 members 
Entering Unmasked Estep 
Score: -83710272.000000 Penalty: 15981.593750
	Iteration 77Q: 3 clusters Score -8.371027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 459150 members 
Entering Unmasked Estep 
Score: -83710312.000000 Penalty: 15981.593750
	Iteration 78Q: 3 clusters Score -8.371031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 459150 members 
Entering Unmasked Estep 
Score: -83710288.000000 Penalty: 15981.593750
	Iteration 79Q: 3 clusters Score -8.371029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 459147 members 
Entering Unmasked Estep 
Score: -83710256.000000 Penalty: 15981.593750
	Iteration 80F: 3 clusters Score -8.371026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 459148 members 
Entering Unmasked Estep 
Score: -83710272.000000 Penalty: 15981.593750
	Iteration 81Q: 3 clusters Score -8.371027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 459148 members 
Entering Unmasked Estep 
Score: -83710232.000000 Penalty: 15981.593750
	Iteration 82Q: 3 clusters Score -8.371023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 459147 members 
Entering Unmasked Estep 
Score: -83710264.000000 Penalty: 15981.593750
	Iteration 83Q: 3 clusters Score -8.371026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 459151 members 
Entering Unmasked Estep 
Score: -83710208.000000 Penalty: 15981.593750
	Iteration 84Q: 3 clusters Score -8.371021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 459152 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 85Q: 3 clusters Score -8.371022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 459153 members 
Entering Unmasked Estep 
Score: -83710224.000000 Penalty: 15981.593750
	Iteration 86Q: 3 clusters Score -8.371022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 459155 members 
Entering Unmasked Estep 
Score: -83710264.000000 Penalty: 15981.593750
	Iteration 87Q: 3 clusters Score -8.371026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 459156 members 
Entering Unmasked Estep 
Score: -83710256.000000 Penalty: 15981.593750
	Iteration 88Q: 3 clusters Score -8.371026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 459158 members 
Entering Unmasked Estep 
Score: -83710232.000000 Penalty: 15981.593750
	Iteration 89Q: 3 clusters Score -8.371023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 459158 members 
Entering Unmasked Estep 
Score: -83710232.000000 Penalty: 15981.593750
	Iteration 90Q: 3 clusters Score -8.371023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 459160 members 
Entering Unmasked Estep 
Score: -83710248.000000 Penalty: 15981.593750
	Iteration 91Q: 3 clusters Score -8.371025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 459161 members 
Entering Unmasked Estep 
Score: -83710256.000000 Penalty: 15981.593750
	Iteration 92Q: 3 clusters Score -8.371026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 459162 members 
Entering Unmasked Estep 
Score: -83710216.000000 Penalty: 15981.593750
	Iteration 93Q: 3 clusters Score -8.371022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 459163 members 
Entering Unmasked Estep 
Score: -83710168.000000 Penalty: 15981.593750
	Iteration 94Q: 3 clusters Score -8.371017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 459163 members 
Entering Unmasked Estep 
Score: -83710168.000000 Penalty: 15981.593750
	Iteration 95F: 3 clusters Score -8.371017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -156110.093750 Penalty: 4255.022949
	Iteration 0F: 2 clusters Score -156110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152178.312500 Penalty: 8510.045898
	Iteration 0F: 3 clusters Score -152178.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -153136.546875 Penalty: 8510.045898
	Iteration 1F: 3 clusters Score -153136.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153565.671875 Penalty: 8510.045898
	Iteration 2F: 3 clusters Score -153565.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -153870.453125 Penalty: 8510.045898
	Iteration 3F: 3 clusters Score -153870.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -154043.578125 Penalty: 8510.045898
	Iteration 4Q: 3 clusters Score -154043.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154182.390625 Penalty: 8510.045898
	Iteration 5Q: 3 clusters Score -154182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -154304.765625 Penalty: 8510.045898
	Iteration 6Q: 3 clusters Score -154304.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -154364.281250 Penalty: 8510.045898
	Iteration 7Q: 3 clusters Score -154364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -154416.437500 Penalty: 8510.045898
	Iteration 8Q: 3 clusters Score -154416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154488.281250 Penalty: 8510.045898
	Iteration 9Q: 3 clusters Score -154488.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -154522.593750 Penalty: 8510.045898
	Iteration 10Q: 3 clusters Score -154522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -154552.015625 Penalty: 8510.045898
	Iteration 11Q: 3 clusters Score -154552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -154577.687500 Penalty: 8510.045898
	Iteration 12Q: 3 clusters Score -154577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -154601.437500 Penalty: 8510.045898
	Iteration 13Q: 3 clusters Score -154601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154615.343750 Penalty: 8510.045898
	Iteration 14Q: 3 clusters Score -154615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154623.125000 Penalty: 8510.045898
	Iteration 15Q: 3 clusters Score -154623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154623.125000 Penalty: 8510.045898
	Iteration 16F: 3 clusters Score -154623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99602 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149166 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62970 members 
Mstep: Class 10 contains 14239 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74676 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20336 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173901 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463332 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849664.000000 Penalty: 258397.593750
Iteration 159Q: 31 clusters Score -2.268497e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99602 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149170 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62970 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74677 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18333 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20336 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173901 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463325 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849568.000000 Penalty: 258397.593750
Iteration 160F: 31 clusters Score -2.268496e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99602 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149170 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62969 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74676 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18331 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20334 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15553 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173902 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463325 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849648.000000 Penalty: 258397.593750
Iteration 161Q: 31 clusters Score -2.268496e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99601 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62971 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74673 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18331 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20331 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15551 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173903 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463333 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849632.000000 Penalty: 258397.593750
Iteration 162Q: 31 clusters Score -2.268496e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99599 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149172 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62971 members 
Mstep: Class 10 contains 14252 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74670 members 
Mstep: Class 13 contains 32476 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18333 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20329 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173903 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15911 members 
Mstep: Class 29 contains 463333 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849568.000000 Penalty: 258397.593750
Iteration 163Q: 31 clusters Score -2.268496e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99597 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149174 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39447 members 
Mstep: Class 9 contains 62971 members 
Mstep: Class 10 contains 14252 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74668 members 
Mstep: Class 13 contains 32476 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18334 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20323 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173902 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463337 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849520.000000 Penalty: 258397.593750
Iteration 164Q: 31 clusters Score -2.268495e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99593 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149172 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39447 members 
Mstep: Class 9 contains 62970 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74668 members 
Mstep: Class 13 contains 32476 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18339 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20318 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173901 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463341 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849504.000000 Penalty: 258397.593750
Iteration 165Q: 31 clusters Score -2.268495e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149170 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62969 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74667 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18343 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20317 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463345 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849392.000000 Penalty: 258397.593750
Iteration 166Q: 31 clusters Score -2.268494e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99587 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62969 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74665 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18343 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463344 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849488.000000 Penalty: 258397.593750
Iteration 167Q: 31 clusters Score -2.268495e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99585 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62968 members 
Mstep: Class 10 contains 14269 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74664 members 
Mstep: Class 13 contains 32480 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18344 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463341 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849536.000000 Penalty: 258397.593750
Iteration 168Q: 31 clusters Score -2.268495e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62968 members 
Mstep: Class 10 contains 14275 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74664 members 
Mstep: Class 13 contains 32480 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18344 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463336 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849616.000000 Penalty: 258397.593750
Iteration 169Q: 31 clusters Score -2.268496e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62968 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74663 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463335 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849568.000000 Penalty: 258397.593750
Iteration 170Q: 31 clusters Score -2.268496e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39447 members 
Mstep: Class 9 contains 62968 members 
Mstep: Class 10 contains 14281 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74661 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463337 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849520.000000 Penalty: 258397.593750
Iteration 171Q: 31 clusters Score -2.268495e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149166 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62967 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74661 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463337 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849520.000000 Penalty: 258397.593750
Iteration 172Q: 31 clusters Score -2.268495e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99585 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149167 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62966 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74661 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20315 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173895 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463337 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849552.000000 Penalty: 258397.593750
Iteration 173Q: 31 clusters Score -2.268496e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99585 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149167 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62964 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74660 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20315 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173894 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463341 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849552.000000 Penalty: 258397.593750
Iteration 174Q: 31 clusters Score -2.268496e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149170 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74659 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18350 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20314 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173894 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463342 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849456.000000 Penalty: 258397.593750
Iteration 175Q: 31 clusters Score -2.268495e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99583 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149171 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39446 members 
Mstep: Class 9 contains 62964 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173895 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463342 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849440.000000 Penalty: 258397.593750
Iteration 176Q: 31 clusters Score -2.268494e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99583 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149172 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39447 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14283 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463343 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849392.000000 Penalty: 258397.593750
Iteration 177Q: 31 clusters Score -2.268494e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99585 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149172 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39447 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14284 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173897 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463343 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849456.000000 Penalty: 258397.593750
Iteration 178Q: 31 clusters Score -2.268495e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99585 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149170 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20313 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463342 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849488.000000 Penalty: 258397.593750
Iteration 179Q: 31 clusters Score -2.268495e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99584 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463344 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849456.000000 Penalty: 258397.593750
Iteration 180F: 31 clusters Score -2.268495e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99585 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14287 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463344 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849472.000000 Penalty: 258397.593750
Iteration 181Q: 31 clusters Score -2.268495e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99586 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8794 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463343 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849408.000000 Penalty: 258397.593750
Iteration 182Q: 31 clusters Score -2.268494e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8792 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463344 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849440.000000 Penalty: 258397.593750
Iteration 183Q: 31 clusters Score -2.268494e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99589 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463344 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849424.000000 Penalty: 258397.593750
Iteration 184Q: 31 clusters Score -2.268494e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99591 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463344 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849440.000000 Penalty: 258397.593750
Iteration 185Q: 31 clusters Score -2.268494e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99592 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463345 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849424.000000 Penalty: 258397.593750
Iteration 186Q: 31 clusters Score -2.268494e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99590 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20311 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463348 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849408.000000 Penalty: 258397.593750
Iteration 187Q: 31 clusters Score -2.268494e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99589 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173899 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463350 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849376.000000 Penalty: 258397.593750
Iteration 188Q: 31 clusters Score -2.268494e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99589 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849360.000000 Penalty: 258397.593750
Iteration 189Q: 31 clusters Score -2.268494e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849376.000000 Penalty: 258397.593750
Iteration 190Q: 31 clusters Score -2.268494e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849376.000000 Penalty: 258397.593750
Iteration 191F: 31 clusters Score -2.268494e+08 nChanged 0
Entering ConstructFrom: 
Score: -226849376.000000 Penalty: 258397.593750
Entering ConstructFrom: 
Trying to split cluster 1 (27770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Entering Unmasked Estep 
Score: -4996877.500000 Penalty: 6266.923340
	Iteration 0F: 2 clusters Score -4996878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4975571.000000 Penalty: 12533.846680
	Iteration 0F: 3 clusters Score -4975571 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4981747.000000 Penalty: 12533.846680
	Iteration 1F: 3 clusters Score -4981747 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4982556.500000 Penalty: 12533.846680
	Iteration 2F: 3 clusters Score -4982556 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4983190.000000 Penalty: 12533.846680
	Iteration 3F: 3 clusters Score -4983190 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4983745.500000 Penalty: 12533.846680
	Iteration 4Q: 3 clusters Score -4983746 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4984252.500000 Penalty: 12533.846680
	Iteration 5Q: 3 clusters Score -4984252 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4984823.000000 Penalty: 12533.846680
	Iteration 6Q: 3 clusters Score -4984823 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4985437.000000 Penalty: 12533.846680
	Iteration 7Q: 3 clusters Score -4985437 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4986128.500000 Penalty: 12533.846680
	Iteration 8Q: 3 clusters Score -4986128 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4986878.000000 Penalty: 12533.846680
	Iteration 9Q: 3 clusters Score -4986878 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4987729.000000 Penalty: 12533.846680
	Iteration 10Q: 3 clusters Score -4987729 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4988643.500000 Penalty: 12533.846680
	Iteration 11Q: 3 clusters Score -4988644 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4989502.500000 Penalty: 12533.846680
	Iteration 12Q: 3 clusters Score -4989502 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4990196.000000 Penalty: 12533.846680
	Iteration 13Q: 3 clusters Score -4990196 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4990683.000000 Penalty: 12533.846680
	Iteration 14Q: 3 clusters Score -4990683 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4991036.000000 Penalty: 12533.846680
	Iteration 15Q: 3 clusters Score -4991036 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4991252.000000 Penalty: 12533.846680
	Iteration 16Q: 3 clusters Score -4991252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4991398.000000 Penalty: 12533.846680
	Iteration 17Q: 3 clusters Score -4991398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -4991505.500000 Penalty: 12533.846680
	Iteration 18Q: 3 clusters Score -4991506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -4991568.500000 Penalty: 12533.846680
	Iteration 19Q: 3 clusters Score -4991568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4991600.500000 Penalty: 12533.846680
	Iteration 20F: 3 clusters Score -4991600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -4991642.500000 Penalty: 12533.846680
	Iteration 21Q: 3 clusters Score -4991642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4991684.000000 Penalty: 12533.846680
	Iteration 22Q: 3 clusters Score -4991684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4991691.500000 Penalty: 12533.846680
	Iteration 23Q: 3 clusters Score -4991692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4991695.000000 Penalty: 12533.846680
	Iteration 24Q: 3 clusters Score -4991695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4991712.500000 Penalty: 12533.846680
	Iteration 25Q: 3 clusters Score -4991712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4991718.000000 Penalty: 12533.846680
	Iteration 26Q: 3 clusters Score -4991718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4991720.500000 Penalty: 12533.846680
	Iteration 27Q: 3 clusters Score -4991720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4991731.500000 Penalty: 12533.846680
	Iteration 28Q: 3 clusters Score -4991732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -4991736.500000 Penalty: 12533.846680
	Iteration 29Q: 3 clusters Score -4991736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -4991741.000000 Penalty: 12533.846680
	Iteration 30Q: 3 clusters Score -4991741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4991750.500000 Penalty: 12533.846680
	Iteration 31Q: 3 clusters Score -4991750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4991752.000000 Penalty: 12533.846680
	Iteration 32Q: 3 clusters Score -4991752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4991757.500000 Penalty: 12533.846680
	Iteration 33Q: 3 clusters Score -4991758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4991771.500000 Penalty: 12533.846680
	Iteration 34Q: 3 clusters Score -4991772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4991774.500000 Penalty: 12533.846680
	Iteration 35Q: 3 clusters Score -4991774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -4991789.000000 Penalty: 12533.846680
	Iteration 36Q: 3 clusters Score -4991789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -4991795.500000 Penalty: 12533.846680
	Iteration 37Q: 3 clusters Score -4991796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4991801.000000 Penalty: 12533.846680
	Iteration 38Q: 3 clusters Score -4991801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4991794.500000 Penalty: 12533.846680
	Iteration 39Q: 3 clusters Score -4991794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4991797.500000 Penalty: 12533.846680
	Iteration 40F: 3 clusters Score -4991798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -692588.250000 Penalty: 5108.090820
	Iteration 0F: 2 clusters Score -692588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -686151.125000 Penalty: 10216.181641
	Iteration 0F: 3 clusters Score -686151.1 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -687411.562500 Penalty: 10216.181641
	Iteration 1F: 3 clusters Score -687411.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -688049.687500 Penalty: 10216.181641
	Iteration 2F: 3 clusters Score -688049.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -688788.062500 Penalty: 10216.181641
	Iteration 3F: 3 clusters Score -688788.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -689527.437500 Penalty: 10216.181641
	Iteration 4F: 3 clusters Score -689527.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -690102.812500 Penalty: 10216.181641
	Iteration 5F: 3 clusters Score -690102.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -690482.625000 Penalty: 10216.181641
	Iteration 6F: 3 clusters Score -690482.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -690710.125000 Penalty: 10216.181641
	Iteration 7Q: 3 clusters Score -690710.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -690878.625000 Penalty: 10216.181641
	Iteration 8Q: 3 clusters Score -690878.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -690981.437500 Penalty: 10216.181641
	Iteration 9Q: 3 clusters Score -690981.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -691049.375000 Penalty: 10216.181641
	Iteration 10Q: 3 clusters Score -691049.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -691096.937500 Penalty: 10216.181641
	Iteration 11Q: 3 clusters Score -691096.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -691127.687500 Penalty: 10216.181641
	Iteration 12Q: 3 clusters Score -691127.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -691164.062500 Penalty: 10216.181641
	Iteration 13Q: 3 clusters Score -691164.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -691193.187500 Penalty: 10216.181641
	Iteration 14Q: 3 clusters Score -691193.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -691218.375000 Penalty: 10216.181641
	Iteration 15Q: 3 clusters Score -691218.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -691245.687500 Penalty: 10216.181641
	Iteration 16Q: 3 clusters Score -691245.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -691279.437500 Penalty: 10216.181641
	Iteration 17Q: 3 clusters Score -691279.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -691303.687500 Penalty: 10216.181641
	Iteration 18Q: 3 clusters Score -691303.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -691318.250000 Penalty: 10216.181641
	Iteration 19Q: 3 clusters Score -691318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -691332.187500 Penalty: 10216.181641
	Iteration 20F: 3 clusters Score -691332.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -691349.000000 Penalty: 10216.181641
	Iteration 21Q: 3 clusters Score -691349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -691361.500000 Penalty: 10216.181641
	Iteration 22Q: 3 clusters Score -691361.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -691370.062500 Penalty: 10216.181641
	Iteration 23Q: 3 clusters Score -691370.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -691382.687500 Penalty: 10216.181641
	Iteration 24Q: 3 clusters Score -691382.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -691390.812500 Penalty: 10216.181641
	Iteration 25Q: 3 clusters Score -691390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -691394.250000 Penalty: 10216.181641
	Iteration 26Q: 3 clusters Score -691394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -691398.500000 Penalty: 10216.181641
	Iteration 27Q: 3 clusters Score -691398.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -691404.187500 Penalty: 10216.181641
	Iteration 28Q: 3 clusters Score -691404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -691409.125000 Penalty: 10216.181641
	Iteration 29Q: 3 clusters Score -691409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -691410.437500 Penalty: 10216.181641
	Iteration 30Q: 3 clusters Score -691410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -691410.062500 Penalty: 10216.181641
	Iteration 31Q: 3 clusters Score -691410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -691411.437500 Penalty: 10216.181641
	Iteration 32Q: 3 clusters Score -691411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -691411.437500 Penalty: 10216.181641
	Iteration 33F: 3 clusters Score -691411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -527517.062500 Penalty: 4944.386719
	Iteration 0F: 2 clusters Score -527517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -521702.437500 Penalty: 9888.773438
	Iteration 0F: 3 clusters Score -521702.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -522757.312500 Penalty: 9888.773438
	Iteration 1F: 3 clusters Score -522757.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -523682.468750 Penalty: 9888.773438
	Iteration 2F: 3 clusters Score -523682.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -525180.375000 Penalty: 9888.773438
	Iteration 3F: 3 clusters Score -525180.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -526658.500000 Penalty: 9888.773438
	Iteration 4F: 3 clusters Score -526658.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -527941.375000 Penalty: 9888.773438
	Iteration 5F: 3 clusters Score -527941.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -528584.875000 Penalty: 9888.773438
	Iteration 6F: 3 clusters Score -528584.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -528797.812500 Penalty: 9888.773438
	Iteration 7Q: 3 clusters Score -528797.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -528871.500000 Penalty: 9888.773438
	Iteration 8Q: 3 clusters Score -528871.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -528930.812500 Penalty: 9888.773438
	Iteration 9Q: 3 clusters Score -528930.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -528971.062500 Penalty: 9888.773438
	Iteration 10Q: 3 clusters Score -528971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -529009.250000 Penalty: 9888.773438
	Iteration 11Q: 3 clusters Score -529009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -529069.812500 Penalty: 9888.773438
	Iteration 12Q: 3 clusters Score -529069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -529139.125000 Penalty: 9888.773438
	Iteration 13Q: 3 clusters Score -529139.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -529188.937500 Penalty: 9888.773438
	Iteration 14Q: 3 clusters Score -529188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -529218.000000 Penalty: 9888.773438
	Iteration 15Q: 3 clusters Score -529218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -529224.750000 Penalty: 9888.773438
	Iteration 16Q: 3 clusters Score -529224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -529230.500000 Penalty: 9888.773438
	Iteration 17Q: 3 clusters Score -529230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -529233.687500 Penalty: 9888.773438
	Iteration 18Q: 3 clusters Score -529233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -529233.687500 Penalty: 9888.773438
	Iteration 19F: 3 clusters Score -529233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 681 members 
Entering Unmasked Estep 
Score: -226847520.000000 Penalty: 267010.843750
Splitting cluster 3 changes total score from -226849376.000000 to -226847520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (99588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Entering Unmasked Estep 
Score: -17887892.000000 Penalty: 7049.138184
	Iteration 0F: 2 clusters Score -1.788789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -17820042.000000 Penalty: 14098.276367
	Iteration 0F: 3 clusters Score -1.782004e+07 nChanged 45554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -17844828.000000 Penalty: 14098.276367
	Iteration 1F: 3 clusters Score -1.784483e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -17846318.000000 Penalty: 14098.276367
	Iteration 2Q: 3 clusters Score -1.784632e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -17848130.000000 Penalty: 14098.276367
	Iteration 3Q: 3 clusters Score -1.784813e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -17850294.000000 Penalty: 14098.276367
	Iteration 4Q: 3 clusters Score -1.785029e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -17853464.000000 Penalty: 14098.276367
	Iteration 5F: 3 clusters Score -1.785346e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -17857376.000000 Penalty: 14098.276367
	Iteration 6F: 3 clusters Score -1.785738e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -17862142.000000 Penalty: 14098.276367
	Iteration 7F: 3 clusters Score -1.786214e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -17867432.000000 Penalty: 14098.276367
	Iteration 8F: 3 clusters Score -1.786743e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -17873116.000000 Penalty: 14098.276367
	Iteration 9F: 3 clusters Score -1.787312e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -17878914.000000 Penalty: 14098.276367
	Iteration 10F: 3 clusters Score -1.787891e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -17882512.000000 Penalty: 14098.276367
	Iteration 11Q: 3 clusters Score -1.788251e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -17883918.000000 Penalty: 14098.276367
	Iteration 12Q: 3 clusters Score -1.788392e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -17884578.000000 Penalty: 14098.276367
	Iteration 13Q: 3 clusters Score -1.788458e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -17884868.000000 Penalty: 14098.276367
	Iteration 14Q: 3 clusters Score -1.788487e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -17885176.000000 Penalty: 14098.276367
	Iteration 15Q: 3 clusters Score -1.788518e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -17885294.000000 Penalty: 14098.276367
	Iteration 16Q: 3 clusters Score -1.788529e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -17885414.000000 Penalty: 14098.276367
	Iteration 17Q: 3 clusters Score -1.788541e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -17885484.000000 Penalty: 14098.276367
	Iteration 18Q: 3 clusters Score -1.788548e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -17885540.000000 Penalty: 14098.276367
	Iteration 19Q: 3 clusters Score -1.788554e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -17885638.000000 Penalty: 14098.276367
	Iteration 20F: 3 clusters Score -1.788564e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -17885694.000000 Penalty: 14098.276367
	Iteration 21Q: 3 clusters Score -1.788569e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -17885712.000000 Penalty: 14098.276367
	Iteration 22Q: 3 clusters Score -1.788571e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -17885768.000000 Penalty: 14098.276367
	Iteration 23Q: 3 clusters Score -1.788577e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -17885784.000000 Penalty: 14098.276367
	Iteration 24Q: 3 clusters Score -1.788578e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -17885802.000000 Penalty: 14098.276367
	Iteration 25Q: 3 clusters Score -1.78858e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -17885816.000000 Penalty: 14098.276367
	Iteration 26Q: 3 clusters Score -1.788582e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -17885824.000000 Penalty: 14098.276367
	Iteration 27Q: 3 clusters Score -1.788582e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -17885840.000000 Penalty: 14098.276367
	Iteration 28Q: 3 clusters Score -1.788584e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -17885850.000000 Penalty: 14098.276367
	Iteration 29Q: 3 clusters Score -1.788585e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -17885848.000000 Penalty: 14098.276367
	Iteration 30Q: 3 clusters Score -1.788585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -17885894.000000 Penalty: 14098.276367
	Iteration 31Q: 3 clusters Score -1.788589e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -17885898.000000 Penalty: 14098.276367
	Iteration 32Q: 3 clusters Score -1.78859e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -17885912.000000 Penalty: 14098.276367
	Iteration 33Q: 3 clusters Score -1.788591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -17885918.000000 Penalty: 14098.276367
	Iteration 34Q: 3 clusters Score -1.788592e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -17885922.000000 Penalty: 14098.276367
	Iteration 35Q: 3 clusters Score -1.788592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -17885908.000000 Penalty: 14098.276367
	Iteration 36Q: 3 clusters Score -1.788591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -17885920.000000 Penalty: 14098.276367
	Iteration 37Q: 3 clusters Score -1.788592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -17885914.000000 Penalty: 14098.276367
	Iteration 38Q: 3 clusters Score -1.788591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -17885926.000000 Penalty: 14098.276367
	Iteration 39Q: 3 clusters Score -1.788593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -17885918.000000 Penalty: 14098.276367
	Iteration 40F: 3 clusters Score -1.788592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -17885900.000000 Penalty: 14098.276367
	Iteration 41Q: 3 clusters Score -1.78859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -17885942.000000 Penalty: 14098.276367
	Iteration 42Q: 3 clusters Score -1.788594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -17885938.000000 Penalty: 14098.276367
	Iteration 43Q: 3 clusters Score -1.788594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -17885940.000000 Penalty: 14098.276367
	Iteration 44Q: 3 clusters Score -1.788594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -17885942.000000 Penalty: 14098.276367
	Iteration 45Q: 3 clusters Score -1.788594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -17885944.000000 Penalty: 14098.276367
	Iteration 46Q: 3 clusters Score -1.788594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -17885944.000000 Penalty: 14098.276367
	Iteration 47Q: 3 clusters Score -1.788594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -17885934.000000 Penalty: 14098.276367
	Iteration 48Q: 3 clusters Score -1.788593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -17885948.000000 Penalty: 14098.276367
	Iteration 49Q: 3 clusters Score -1.788595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -17885942.000000 Penalty: 14098.276367
	Iteration 50Q: 3 clusters Score -1.788594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -17885936.000000 Penalty: 14098.276367
	Iteration 51Q: 3 clusters Score -1.788594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -17885930.000000 Penalty: 14098.276367
	Iteration 52Q: 3 clusters Score -1.788593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -17885924.000000 Penalty: 14098.276367
	Iteration 53Q: 3 clusters Score -1.788592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -17885926.000000 Penalty: 14098.276367
	Iteration 54Q: 3 clusters Score -1.788593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -17885926.000000 Penalty: 14098.276367
	Iteration 55Q: 3 clusters Score -1.788593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -17885946.000000 Penalty: 14098.276367
	Iteration 56Q: 3 clusters Score -1.788595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -17885946.000000 Penalty: 14098.276367
	Iteration 57Q: 3 clusters Score -1.788595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -17885938.000000 Penalty: 14098.276367
	Iteration 58Q: 3 clusters Score -1.788594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -17885960.000000 Penalty: 14098.276367
	Iteration 59Q: 3 clusters Score -1.788596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -17885952.000000 Penalty: 14098.276367
	Iteration 60F: 3 clusters Score -1.788595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -17885968.000000 Penalty: 14098.276367
	Iteration 61Q: 3 clusters Score -1.788597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -17885956.000000 Penalty: 14098.276367
	Iteration 62Q: 3 clusters Score -1.788596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -17885950.000000 Penalty: 14098.276367
	Iteration 63Q: 3 clusters Score -1.788595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -17885936.000000 Penalty: 14098.276367
	Iteration 64Q: 3 clusters Score -1.788594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -17885946.000000 Penalty: 14098.276367
	Iteration 65Q: 3 clusters Score -1.788595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -17885962.000000 Penalty: 14098.276367
	Iteration 66Q: 3 clusters Score -1.788596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -17885960.000000 Penalty: 14098.276367
	Iteration 67Q: 3 clusters Score -1.788596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -17885954.000000 Penalty: 14098.276367
	Iteration 68Q: 3 clusters Score -1.788595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -17885958.000000 Penalty: 14098.276367
	Iteration 69Q: 3 clusters Score -1.788596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -17885946.000000 Penalty: 14098.276367
	Iteration 70Q: 3 clusters Score -1.788595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -17885964.000000 Penalty: 14098.276367
	Iteration 71Q: 3 clusters Score -1.788596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -17885952.000000 Penalty: 14098.276367
	Iteration 72Q: 3 clusters Score -1.788595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -17885956.000000 Penalty: 14098.276367
	Iteration 73Q: 3 clusters Score -1.788596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -17885956.000000 Penalty: 14098.276367
	Iteration 74Q: 3 clusters Score -1.788596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -17885944.000000 Penalty: 14098.276367
	Iteration 75Q: 3 clusters Score -1.788594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -17885936.000000 Penalty: 14098.276367
	Iteration 76Q: 3 clusters Score -1.788594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -17885928.000000 Penalty: 14098.276367
	Iteration 77Q: 3 clusters Score -1.788593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -17885922.000000 Penalty: 14098.276367
	Iteration 78Q: 3 clusters Score -1.788592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -17885930.000000 Penalty: 14098.276367
	Iteration 79Q: 3 clusters Score -1.788593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -17885912.000000 Penalty: 14098.276367
	Iteration 80F: 3 clusters Score -1.788591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -17885914.000000 Penalty: 14098.276367
	Iteration 81Q: 3 clusters Score -1.788591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -17885912.000000 Penalty: 14098.276367
	Iteration 82Q: 3 clusters Score -1.788591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -17885912.000000 Penalty: 14098.276367
	Iteration 83Q: 3 clusters Score -1.788591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -17885910.000000 Penalty: 14098.276367
	Iteration 84Q: 3 clusters Score -1.788591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -17885910.000000 Penalty: 14098.276367
	Iteration 85Q: 3 clusters Score -1.788591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -17885906.000000 Penalty: 14098.276367
	Iteration 86Q: 3 clusters Score -1.788591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -17885906.000000 Penalty: 14098.276367
	Iteration 87Q: 3 clusters Score -1.788591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -17885906.000000 Penalty: 14098.276367
	Iteration 88Q: 3 clusters Score -1.788591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -17885892.000000 Penalty: 14098.276367
	Iteration 89Q: 3 clusters Score -1.788589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -17885900.000000 Penalty: 14098.276367
	Iteration 90Q: 3 clusters Score -1.78859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -17885908.000000 Penalty: 14098.276367
	Iteration 91Q: 3 clusters Score -1.788591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -17885904.000000 Penalty: 14098.276367
	Iteration 92Q: 3 clusters Score -1.78859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -17885906.000000 Penalty: 14098.276367
	Iteration 93Q: 3 clusters Score -1.788591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -17885908.000000 Penalty: 14098.276367
	Iteration 94Q: 3 clusters Score -1.788591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -17885902.000000 Penalty: 14098.276367
	Iteration 95Q: 3 clusters Score -1.78859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -17885914.000000 Penalty: 14098.276367
	Iteration 96Q: 3 clusters Score -1.788591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -17885914.000000 Penalty: 14098.276367
	Iteration 97F: 3 clusters Score -1.788591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1810694.750000 Penalty: 5646.639160
	Iteration 0F: 2 clusters Score -1810695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1800481.000000 Penalty: 11293.278320
	Iteration 0F: 3 clusters Score -1800481 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1802736.375000 Penalty: 11293.278320
	Iteration 1F: 3 clusters Score -1802736 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1803529.250000 Penalty: 11293.278320
	Iteration 2F: 3 clusters Score -1803529 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1804360.125000 Penalty: 11293.278320
	Iteration 3F: 3 clusters Score -1804360 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1805303.750000 Penalty: 11293.278320
	Iteration 4F: 3 clusters Score -1805304 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1806342.375000 Penalty: 11293.278320
	Iteration 5F: 3 clusters Score -1806342 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1807240.250000 Penalty: 11293.278320
	Iteration 6F: 3 clusters Score -1807240 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1807886.500000 Penalty: 11293.278320
	Iteration 7F: 3 clusters Score -1807886 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1808222.000000 Penalty: 11293.278320
	Iteration 8Q: 3 clusters Score -1808222 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1808404.500000 Penalty: 11293.278320
	Iteration 9Q: 3 clusters Score -1808404 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1808525.375000 Penalty: 11293.278320
	Iteration 10Q: 3 clusters Score -1808525 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1808606.750000 Penalty: 11293.278320
	Iteration 11Q: 3 clusters Score -1808607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1808664.250000 Penalty: 11293.278320
	Iteration 12Q: 3 clusters Score -1808664 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1808704.625000 Penalty: 11293.278320
	Iteration 13Q: 3 clusters Score -1808705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1808742.625000 Penalty: 11293.278320
	Iteration 14Q: 3 clusters Score -1808743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1808775.500000 Penalty: 11293.278320
	Iteration 15Q: 3 clusters Score -1808776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1808792.000000 Penalty: 11293.278320
	Iteration 16Q: 3 clusters Score -1808792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1808808.750000 Penalty: 11293.278320
	Iteration 17Q: 3 clusters Score -1808809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1808818.000000 Penalty: 11293.278320
	Iteration 18Q: 3 clusters Score -1808818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1808824.750000 Penalty: 11293.278320
	Iteration 19Q: 3 clusters Score -1808825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1808830.250000 Penalty: 11293.278320
	Iteration 20F: 3 clusters Score -1808830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1808836.750000 Penalty: 11293.278320
	Iteration 21Q: 3 clusters Score -1808837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1808842.000000 Penalty: 11293.278320
	Iteration 22Q: 3 clusters Score -1808842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1808846.500000 Penalty: 11293.278320
	Iteration 23Q: 3 clusters Score -1808846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1808852.125000 Penalty: 11293.278320
	Iteration 24Q: 3 clusters Score -1808852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1808858.000000 Penalty: 11293.278320
	Iteration 25Q: 3 clusters Score -1808858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1808863.000000 Penalty: 11293.278320
	Iteration 26Q: 3 clusters Score -1808863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1808864.250000 Penalty: 11293.278320
	Iteration 27Q: 3 clusters Score -1808864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1808863.625000 Penalty: 11293.278320
	Iteration 28Q: 3 clusters Score -1808864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1808863.000000 Penalty: 11293.278320
	Iteration 29Q: 3 clusters Score -1808863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1808864.375000 Penalty: 11293.278320
	Iteration 30Q: 3 clusters Score -1808864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1808864.375000 Penalty: 11293.278320
	Iteration 31F: 3 clusters Score -1808864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (149169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149169 members 
Entering Unmasked Estep 
Score: -27128598.000000 Penalty: 7296.611328
	Iteration 0F: 2 clusters Score -2.71286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -27028346.000000 Penalty: 14593.222656
	Iteration 0F: 3 clusters Score -2.702835e+07 nChanged 69296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -27067012.000000 Penalty: 14593.222656
	Iteration 1F: 3 clusters Score -2.706701e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -27068406.000000 Penalty: 14593.222656
	Iteration 2Q: 3 clusters Score -2.706841e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -27069970.000000 Penalty: 14593.222656
	Iteration 3Q: 3 clusters Score -2.706997e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -27072026.000000 Penalty: 14593.222656
	Iteration 4Q: 3 clusters Score -2.707203e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -27075000.000000 Penalty: 14593.222656
	Iteration 5Q: 3 clusters Score -2.7075e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -27079574.000000 Penalty: 14593.222656
	Iteration 6F: 3 clusters Score -2.707957e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -27086292.000000 Penalty: 14593.222656
	Iteration 7F: 3 clusters Score -2.708629e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -27094968.000000 Penalty: 14593.222656
	Iteration 8F: 3 clusters Score -2.709497e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -27103460.000000 Penalty: 14593.222656
	Iteration 9F: 3 clusters Score -2.710346e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -27110662.000000 Penalty: 14593.222656
	Iteration 10F: 3 clusters Score -2.711066e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -27115816.000000 Penalty: 14593.222656
	Iteration 11Q: 3 clusters Score -2.711582e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144029 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -27118722.000000 Penalty: 14593.222656
	Iteration 12Q: 3 clusters Score -2.711872e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145961 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -27120394.000000 Penalty: 14593.222656
	Iteration 13Q: 3 clusters Score -2.712039e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -27121236.000000 Penalty: 14593.222656
	Iteration 14Q: 3 clusters Score -2.712124e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -27121704.000000 Penalty: 14593.222656
	Iteration 15Q: 3 clusters Score -2.71217e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147651 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -27121948.000000 Penalty: 14593.222656
	Iteration 16Q: 3 clusters Score -2.712195e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -27122060.000000 Penalty: 14593.222656
	Iteration 17Q: 3 clusters Score -2.712206e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -27122154.000000 Penalty: 14593.222656
	Iteration 18Q: 3 clusters Score -2.712215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -27122208.000000 Penalty: 14593.222656
	Iteration 19Q: 3 clusters Score -2.712221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -27122286.000000 Penalty: 14593.222656
	Iteration 20F: 3 clusters Score -2.712229e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -27122342.000000 Penalty: 14593.222656
	Iteration 21Q: 3 clusters Score -2.712234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -27122372.000000 Penalty: 14593.222656
	Iteration 22Q: 3 clusters Score -2.712237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -27122410.000000 Penalty: 14593.222656
	Iteration 23Q: 3 clusters Score -2.712241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -27122446.000000 Penalty: 14593.222656
	Iteration 24Q: 3 clusters Score -2.712245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -27122446.000000 Penalty: 14593.222656
	Iteration 25Q: 3 clusters Score -2.712245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148047 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -27122452.000000 Penalty: 14593.222656
	Iteration 26Q: 3 clusters Score -2.712245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -27122464.000000 Penalty: 14593.222656
	Iteration 27Q: 3 clusters Score -2.712246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148062 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27122484.000000 Penalty: 14593.222656
	Iteration 28Q: 3 clusters Score -2.712248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -27122494.000000 Penalty: 14593.222656
	Iteration 29Q: 3 clusters Score -2.712249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148071 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -27122474.000000 Penalty: 14593.222656
	Iteration 30Q: 3 clusters Score -2.712247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -27122466.000000 Penalty: 14593.222656
	Iteration 31Q: 3 clusters Score -2.712247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148076 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -27122474.000000 Penalty: 14593.222656
	Iteration 32Q: 3 clusters Score -2.712247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -27122462.000000 Penalty: 14593.222656
	Iteration 33Q: 3 clusters Score -2.712246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -27122476.000000 Penalty: 14593.222656
	Iteration 34Q: 3 clusters Score -2.712248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148082 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -27122476.000000 Penalty: 14593.222656
	Iteration 35Q: 3 clusters Score -2.712248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -27122486.000000 Penalty: 14593.222656
	Iteration 36Q: 3 clusters Score -2.712249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -27122486.000000 Penalty: 14593.222656
	Iteration 37Q: 3 clusters Score -2.712249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -27122498.000000 Penalty: 14593.222656
	Iteration 38Q: 3 clusters Score -2.71225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -27122498.000000 Penalty: 14593.222656
	Iteration 39F: 3 clusters Score -2.71225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -1451066.625000 Penalty: 5532.277344
	Iteration 0F: 2 clusters Score -1451067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1441910.000000 Penalty: 11064.554688
	Iteration 0F: 3 clusters Score -1441910 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1443724.250000 Penalty: 11064.554688
	Iteration 1F: 3 clusters Score -1443724 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1444101.750000 Penalty: 11064.554688
	Iteration 2F: 3 clusters Score -1444102 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1444336.500000 Penalty: 11064.554688
	Iteration 3Q: 3 clusters Score -1444336 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1444518.500000 Penalty: 11064.554688
	Iteration 4Q: 3 clusters Score -1444518 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1444703.500000 Penalty: 11064.554688
	Iteration 5Q: 3 clusters Score -1444704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1444903.875000 Penalty: 11064.554688
	Iteration 6Q: 3 clusters Score -1444904 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1445120.875000 Penalty: 11064.554688
	Iteration 7Q: 3 clusters Score -1445121 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1445378.750000 Penalty: 11064.554688
	Iteration 8Q: 3 clusters Score -1445379 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1445673.500000 Penalty: 11064.554688
	Iteration 9Q: 3 clusters Score -1445674 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1445972.750000 Penalty: 11064.554688
	Iteration 10Q: 3 clusters Score -1445973 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1446255.750000 Penalty: 11064.554688
	Iteration 11Q: 3 clusters Score -1446256 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1446527.875000 Penalty: 11064.554688
	Iteration 12Q: 3 clusters Score -1446528 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1446774.000000 Penalty: 11064.554688
	Iteration 13Q: 3 clusters Score -1446774 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1446971.625000 Penalty: 11064.554688
	Iteration 14Q: 3 clusters Score -1446972 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1447149.750000 Penalty: 11064.554688
	Iteration 15Q: 3 clusters Score -1447150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1447265.625000 Penalty: 11064.554688
	Iteration 16Q: 3 clusters Score -1447266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1447358.000000 Penalty: 11064.554688
	Iteration 17Q: 3 clusters Score -1447358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1447419.375000 Penalty: 11064.554688
	Iteration 18Q: 3 clusters Score -1447419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1447470.500000 Penalty: 11064.554688
	Iteration 19Q: 3 clusters Score -1447470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1447497.625000 Penalty: 11064.554688
	Iteration 20F: 3 clusters Score -1447498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1447520.000000 Penalty: 11064.554688
	Iteration 21Q: 3 clusters Score -1447520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1447542.750000 Penalty: 11064.554688
	Iteration 22Q: 3 clusters Score -1447543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1447560.375000 Penalty: 11064.554688
	Iteration 23Q: 3 clusters Score -1447560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1447576.500000 Penalty: 11064.554688
	Iteration 24Q: 3 clusters Score -1447576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1447584.125000 Penalty: 11064.554688
	Iteration 25Q: 3 clusters Score -1447584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1447587.000000 Penalty: 11064.554688
	Iteration 26Q: 3 clusters Score -1447587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1447594.250000 Penalty: 11064.554688
	Iteration 27Q: 3 clusters Score -1447594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1447603.500000 Penalty: 11064.554688
	Iteration 28Q: 3 clusters Score -1447604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1447608.625000 Penalty: 11064.554688
	Iteration 29Q: 3 clusters Score -1447609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1447612.375000 Penalty: 11064.554688
	Iteration 30Q: 3 clusters Score -1447612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1447615.000000 Penalty: 11064.554688
	Iteration 31Q: 3 clusters Score -1447615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1447613.375000 Penalty: 11064.554688
	Iteration 32Q: 3 clusters Score -1447613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1447615.375000 Penalty: 11064.554688
	Iteration 33Q: 3 clusters Score -1447615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1447619.000000 Penalty: 11064.554688
	Iteration 34Q: 3 clusters Score -1447619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1447622.750000 Penalty: 11064.554688
	Iteration 35Q: 3 clusters Score -1447623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1447624.625000 Penalty: 11064.554688
	Iteration 36Q: 3 clusters Score -1447625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1447626.625000 Penalty: 11064.554688
	Iteration 37Q: 3 clusters Score -1447627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1447630.125000 Penalty: 11064.554688
	Iteration 38Q: 3 clusters Score -1447630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1447631.375000 Penalty: 11064.554688
	Iteration 39Q: 3 clusters Score -1447631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1447631.375000 Penalty: 11064.554688
	Iteration 40F: 3 clusters Score -1447631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Entering Unmasked Estep 
Score: -6979354.500000 Penalty: 6481.927734
	Iteration 0F: 2 clusters Score -6979354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -6950353.500000 Penalty: 12963.855469
	Iteration 0F: 3 clusters Score -6950354 nChanged 17131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -6959555.000000 Penalty: 12963.855469
	Iteration 1F: 3 clusters Score -6959555 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -6960535.500000 Penalty: 12963.855469
	Iteration 2F: 3 clusters Score -6960536 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -6961508.000000 Penalty: 12963.855469
	Iteration 3F: 3 clusters Score -6961508 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -6962388.500000 Penalty: 12963.855469
	Iteration 4Q: 3 clusters Score -6962388 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -6963310.500000 Penalty: 12963.855469
	Iteration 5Q: 3 clusters Score -6963310 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -6964132.500000 Penalty: 12963.855469
	Iteration 6Q: 3 clusters Score -6964132 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -6964878.000000 Penalty: 12963.855469
	Iteration 7Q: 3 clusters Score -6964878 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -6965684.000000 Penalty: 12963.855469
	Iteration 8Q: 3 clusters Score -6965684 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6966520.000000 Penalty: 12963.855469
	Iteration 9Q: 3 clusters Score -6966520 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -6967298.500000 Penalty: 12963.855469
	Iteration 10Q: 3 clusters Score -6967298 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -6968257.500000 Penalty: 12963.855469
	Iteration 11Q: 3 clusters Score -6968258 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6969210.000000 Penalty: 12963.855469
	Iteration 12Q: 3 clusters Score -6969210 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6970103.500000 Penalty: 12963.855469
	Iteration 13Q: 3 clusters Score -6970104 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -6971148.500000 Penalty: 12963.855469
	Iteration 14Q: 3 clusters Score -6971148 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -6972050.500000 Penalty: 12963.855469
	Iteration 15Q: 3 clusters Score -6972050 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -6972845.000000 Penalty: 12963.855469
	Iteration 16Q: 3 clusters Score -6972845 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -6973434.500000 Penalty: 12963.855469
	Iteration 17Q: 3 clusters Score -6973434 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -6973818.000000 Penalty: 12963.855469
	Iteration 18Q: 3 clusters Score -6973818 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6974097.500000 Penalty: 12963.855469
	Iteration 19Q: 3 clusters Score -6974098 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -6974327.000000 Penalty: 12963.855469
	Iteration 20F: 3 clusters Score -6974327 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -6974469.000000 Penalty: 12963.855469
	Iteration 21Q: 3 clusters Score -6974469 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -6974658.500000 Penalty: 12963.855469
	Iteration 22Q: 3 clusters Score -6974658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -6974805.000000 Penalty: 12963.855469
	Iteration 23Q: 3 clusters Score -6974805 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -6974968.500000 Penalty: 12963.855469
	Iteration 24Q: 3 clusters Score -6974968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -6975102.500000 Penalty: 12963.855469
	Iteration 25Q: 3 clusters Score -6975102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -6975183.500000 Penalty: 12963.855469
	Iteration 26Q: 3 clusters Score -6975184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6975263.000000 Penalty: 12963.855469
	Iteration 27Q: 3 clusters Score -6975263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -6975346.000000 Penalty: 12963.855469
	Iteration 28Q: 3 clusters Score -6975346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -6975424.500000 Penalty: 12963.855469
	Iteration 29Q: 3 clusters Score -6975424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -6975512.000000 Penalty: 12963.855469
	Iteration 30Q: 3 clusters Score -6975512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -6975547.500000 Penalty: 12963.855469
	Iteration 31Q: 3 clusters Score -6975548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -6975611.000000 Penalty: 12963.855469
	Iteration 32Q: 3 clusters Score -6975611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -6975632.500000 Penalty: 12963.855469
	Iteration 33Q: 3 clusters Score -6975632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6975656.000000 Penalty: 12963.855469
	Iteration 34Q: 3 clusters Score -6975656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -6975674.500000 Penalty: 12963.855469
	Iteration 35Q: 3 clusters Score -6975674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -6975682.000000 Penalty: 12963.855469
	Iteration 36Q: 3 clusters Score -6975682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6975688.000000 Penalty: 12963.855469
	Iteration 37Q: 3 clusters Score -6975688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -6975694.500000 Penalty: 12963.855469
	Iteration 38Q: 3 clusters Score -6975694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -6975706.500000 Penalty: 12963.855469
	Iteration 39Q: 3 clusters Score -6975706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -6975717.000000 Penalty: 12963.855469
	Iteration 40F: 3 clusters Score -6975717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -6975721.000000 Penalty: 12963.855469
	Iteration 41Q: 3 clusters Score -6975721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -6975723.000000 Penalty: 12963.855469
	Iteration 42Q: 3 clusters Score -6975723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6975733.000000 Penalty: 12963.855469
	Iteration 43Q: 3 clusters Score -6975733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -6975738.000000 Penalty: 12963.855469
	Iteration 44Q: 3 clusters Score -6975738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -6975748.000000 Penalty: 12963.855469
	Iteration 45Q: 3 clusters Score -6975748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -6975757.000000 Penalty: 12963.855469
	Iteration 46Q: 3 clusters Score -6975757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -6975761.500000 Penalty: 12963.855469
	Iteration 47Q: 3 clusters Score -6975762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -6975764.000000 Penalty: 12963.855469
	Iteration 48Q: 3 clusters Score -6975764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -6975779.500000 Penalty: 12963.855469
	Iteration 49Q: 3 clusters Score -6975780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -6975795.000000 Penalty: 12963.855469
	Iteration 50Q: 3 clusters Score -6975795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -6975787.500000 Penalty: 12963.855469
	Iteration 51Q: 3 clusters Score -6975788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6975793.000000 Penalty: 12963.855469
	Iteration 52Q: 3 clusters Score -6975793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -6975795.000000 Penalty: 12963.855469
	Iteration 53Q: 3 clusters Score -6975795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6975801.500000 Penalty: 12963.855469
	Iteration 54Q: 3 clusters Score -6975802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -6975819.500000 Penalty: 12963.855469
	Iteration 55Q: 3 clusters Score -6975820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6975822.000000 Penalty: 12963.855469
	Iteration 56Q: 3 clusters Score -6975822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -6975832.500000 Penalty: 12963.855469
	Iteration 57Q: 3 clusters Score -6975832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6975832.000000 Penalty: 12963.855469
	Iteration 58Q: 3 clusters Score -6975832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -6975832.500000 Penalty: 12963.855469
	Iteration 59Q: 3 clusters Score -6975832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -6975829.500000 Penalty: 12963.855469
	Iteration 60F: 3 clusters Score -6975830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -6975832.500000 Penalty: 12963.855469
	Iteration 61Q: 3 clusters Score -6975832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -6975832.500000 Penalty: 12963.855469
	Iteration 62F: 3 clusters Score -6975832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Entering Unmasked Estep 
Score: -11412823.000000 Penalty: 6768.310059
	Iteration 0F: 2 clusters Score -1.141282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -11368601.000000 Penalty: 13536.620117
	Iteration 0F: 3 clusters Score -1.13686e+07 nChanged 28064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -11383542.000000 Penalty: 13536.620117
	Iteration 1F: 3 clusters Score -1.138354e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -11384545.000000 Penalty: 13536.620117
	Iteration 2Q: 3 clusters Score -1.138454e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -11385197.000000 Penalty: 13536.620117
	Iteration 3Q: 3 clusters Score -1.13852e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -11385702.000000 Penalty: 13536.620117
	Iteration 4Q: 3 clusters Score -1.13857e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -11386166.000000 Penalty: 13536.620117
	Iteration 5Q: 3 clusters Score -1.138617e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -11386568.000000 Penalty: 13536.620117
	Iteration 6Q: 3 clusters Score -1.138657e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -11386966.000000 Penalty: 13536.620117
	Iteration 7Q: 3 clusters Score -1.138697e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -11387297.000000 Penalty: 13536.620117
	Iteration 8Q: 3 clusters Score -1.13873e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -11387730.000000 Penalty: 13536.620117
	Iteration 9Q: 3 clusters Score -1.138773e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -11388220.000000 Penalty: 13536.620117
	Iteration 10Q: 3 clusters Score -1.138822e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -11388740.000000 Penalty: 13536.620117
	Iteration 11Q: 3 clusters Score -1.138874e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -11389643.000000 Penalty: 13536.620117
	Iteration 12Q: 3 clusters Score -1.138964e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -11390910.000000 Penalty: 13536.620117
	Iteration 13Q: 3 clusters Score -1.139091e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -11393058.000000 Penalty: 13536.620117
	Iteration 14F: 3 clusters Score -1.139306e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -11395882.000000 Penalty: 13536.620117
	Iteration 15F: 3 clusters Score -1.139588e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -11399279.000000 Penalty: 13536.620117
	Iteration 16F: 3 clusters Score -1.139928e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -11402439.000000 Penalty: 13536.620117
	Iteration 17F: 3 clusters Score -1.140244e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -11404417.000000 Penalty: 13536.620117
	Iteration 18Q: 3 clusters Score -1.140442e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -11405468.000000 Penalty: 13536.620117
	Iteration 19Q: 3 clusters Score -1.140547e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -11406080.000000 Penalty: 13536.620117
	Iteration 20F: 3 clusters Score -1.140608e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -11406444.000000 Penalty: 13536.620117
	Iteration 21Q: 3 clusters Score -1.140644e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -11406612.000000 Penalty: 13536.620117
	Iteration 22Q: 3 clusters Score -1.140661e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -11406678.000000 Penalty: 13536.620117
	Iteration 23Q: 3 clusters Score -1.140668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -11406697.000000 Penalty: 13536.620117
	Iteration 24Q: 3 clusters Score -1.14067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -11406719.000000 Penalty: 13536.620117
	Iteration 25Q: 3 clusters Score -1.140672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -11406743.000000 Penalty: 13536.620117
	Iteration 26Q: 3 clusters Score -1.140674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -11406772.000000 Penalty: 13536.620117
	Iteration 27Q: 3 clusters Score -1.140677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -11406769.000000 Penalty: 13536.620117
	Iteration 28Q: 3 clusters Score -1.140677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -11406783.000000 Penalty: 13536.620117
	Iteration 29Q: 3 clusters Score -1.140678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -11406777.000000 Penalty: 13536.620117
	Iteration 30Q: 3 clusters Score -1.140678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -11406777.000000 Penalty: 13536.620117
	Iteration 31Q: 3 clusters Score -1.140678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -11406788.000000 Penalty: 13536.620117
	Iteration 32Q: 3 clusters Score -1.140679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -11406799.000000 Penalty: 13536.620117
	Iteration 33Q: 3 clusters Score -1.14068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -11406799.000000 Penalty: 13536.620117
	Iteration 34Q: 3 clusters Score -1.14068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -11406801.000000 Penalty: 13536.620117
	Iteration 35Q: 3 clusters Score -1.14068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -11406804.000000 Penalty: 13536.620117
	Iteration 36Q: 3 clusters Score -1.14068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -11406804.000000 Penalty: 13536.620117
	Iteration 37F: 3 clusters Score -1.14068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Entering Unmasked Estep 
Score: -2602639.250000 Penalty: 5859.894531
	Iteration 0F: 2 clusters Score -2602639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2589738.750000 Penalty: 11719.789062
	Iteration 0F: 3 clusters Score -2589739 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2592759.250000 Penalty: 11719.789062
	Iteration 1F: 3 clusters Score -2592759 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2593244.250000 Penalty: 11719.789062
	Iteration 2F: 3 clusters Score -2593244 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2593490.750000 Penalty: 11719.789062
	Iteration 3Q: 3 clusters Score -2593491 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2593657.750000 Penalty: 11719.789062
	Iteration 4Q: 3 clusters Score -2593658 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2593780.250000 Penalty: 11719.789062
	Iteration 5Q: 3 clusters Score -2593780 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2593870.000000 Penalty: 11719.789062
	Iteration 6Q: 3 clusters Score -2593870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2593946.750000 Penalty: 11719.789062
	Iteration 7Q: 3 clusters Score -2593947 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2594025.750000 Penalty: 11719.789062
	Iteration 8Q: 3 clusters Score -2594026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2594087.750000 Penalty: 11719.789062
	Iteration 9Q: 3 clusters Score -2594088 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2594136.500000 Penalty: 11719.789062
	Iteration 10Q: 3 clusters Score -2594136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2594168.250000 Penalty: 11719.789062
	Iteration 11Q: 3 clusters Score -2594168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2594208.500000 Penalty: 11719.789062
	Iteration 12Q: 3 clusters Score -2594208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2594246.000000 Penalty: 11719.789062
	Iteration 13Q: 3 clusters Score -2594246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2594276.250000 Penalty: 11719.789062
	Iteration 14Q: 3 clusters Score -2594276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2594304.250000 Penalty: 11719.789062
	Iteration 15Q: 3 clusters Score -2594304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2594320.500000 Penalty: 11719.789062
	Iteration 16Q: 3 clusters Score -2594320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2594340.000000 Penalty: 11719.789062
	Iteration 17Q: 3 clusters Score -2594340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2594367.500000 Penalty: 11719.789062
	Iteration 18Q: 3 clusters Score -2594368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2594395.500000 Penalty: 11719.789062
	Iteration 19Q: 3 clusters Score -2594396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2594430.750000 Penalty: 11719.789062
	Iteration 20F: 3 clusters Score -2594431 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2594444.500000 Penalty: 11719.789062
	Iteration 21Q: 3 clusters Score -2594444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2594459.000000 Penalty: 11719.789062
	Iteration 22Q: 3 clusters Score -2594459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2594462.000000 Penalty: 11719.789062
	Iteration 23Q: 3 clusters Score -2594462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2594477.500000 Penalty: 11719.789062
	Iteration 24Q: 3 clusters Score -2594478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2594502.250000 Penalty: 11719.789062
	Iteration 25Q: 3 clusters Score -2594502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2594525.750000 Penalty: 11719.789062
	Iteration 26Q: 3 clusters Score -2594526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2594542.500000 Penalty: 11719.789062
	Iteration 27Q: 3 clusters Score -2594542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2594561.250000 Penalty: 11719.789062
	Iteration 28Q: 3 clusters Score -2594561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2594580.000000 Penalty: 11719.789062
	Iteration 29Q: 3 clusters Score -2594580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2594601.750000 Penalty: 11719.789062
	Iteration 30Q: 3 clusters Score -2594602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2594620.750000 Penalty: 11719.789062
	Iteration 31Q: 3 clusters Score -2594621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2594643.500000 Penalty: 11719.789062
	Iteration 32Q: 3 clusters Score -2594644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2594666.500000 Penalty: 11719.789062
	Iteration 33Q: 3 clusters Score -2594666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2594689.000000 Penalty: 11719.789062
	Iteration 34Q: 3 clusters Score -2594689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2594711.250000 Penalty: 11719.789062
	Iteration 35Q: 3 clusters Score -2594711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2594742.500000 Penalty: 11719.789062
	Iteration 36Q: 3 clusters Score -2594742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2594772.250000 Penalty: 11719.789062
	Iteration 37Q: 3 clusters Score -2594772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2594809.000000 Penalty: 11719.789062
	Iteration 38Q: 3 clusters Score -2594809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2594844.250000 Penalty: 11719.789062
	Iteration 39Q: 3 clusters Score -2594844 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2594890.000000 Penalty: 11719.789062
	Iteration 40F: 3 clusters Score -2594890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2594922.000000 Penalty: 11719.789062
	Iteration 41Q: 3 clusters Score -2594922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2594961.750000 Penalty: 11719.789062
	Iteration 42Q: 3 clusters Score -2594962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2595002.250000 Penalty: 11719.789062
	Iteration 43Q: 3 clusters Score -2595002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2595043.250000 Penalty: 11719.789062
	Iteration 44Q: 3 clusters Score -2595043 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2595078.750000 Penalty: 11719.789062
	Iteration 45Q: 3 clusters Score -2595079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2595114.750000 Penalty: 11719.789062
	Iteration 46Q: 3 clusters Score -2595115 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2595162.750000 Penalty: 11719.789062
	Iteration 47Q: 3 clusters Score -2595163 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2595218.500000 Penalty: 11719.789062
	Iteration 48Q: 3 clusters Score -2595218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2595270.000000 Penalty: 11719.789062
	Iteration 49Q: 3 clusters Score -2595270 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2595347.500000 Penalty: 11719.789062
	Iteration 50Q: 3 clusters Score -2595348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2595430.750000 Penalty: 11719.789062
	Iteration 51Q: 3 clusters Score -2595431 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2595528.750000 Penalty: 11719.789062
	Iteration 52Q: 3 clusters Score -2595529 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2595639.750000 Penalty: 11719.789062
	Iteration 53Q: 3 clusters Score -2595640 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2595775.000000 Penalty: 11719.789062
	Iteration 54Q: 3 clusters Score -2595775 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2595906.750000 Penalty: 11719.789062
	Iteration 55Q: 3 clusters Score -2595907 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2596026.000000 Penalty: 11719.789062
	Iteration 56Q: 3 clusters Score -2596026 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2596171.250000 Penalty: 11719.789062
	Iteration 57Q: 3 clusters Score -2596171 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2596315.750000 Penalty: 11719.789062
	Iteration 58Q: 3 clusters Score -2596316 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2596444.750000 Penalty: 11719.789062
	Iteration 59Q: 3 clusters Score -2596445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2596544.500000 Penalty: 11719.789062
	Iteration 60F: 3 clusters Score -2596544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2596644.500000 Penalty: 11719.789062
	Iteration 61Q: 3 clusters Score -2596644 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2596742.000000 Penalty: 11719.789062
	Iteration 62Q: 3 clusters Score -2596742 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2596809.750000 Penalty: 11719.789062
	Iteration 63Q: 3 clusters Score -2596810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2596887.500000 Penalty: 11719.789062
	Iteration 64Q: 3 clusters Score -2596888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2596983.500000 Penalty: 11719.789062
	Iteration 65Q: 3 clusters Score -2596984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2597055.750000 Penalty: 11719.789062
	Iteration 66Q: 3 clusters Score -2597056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2597108.250000 Penalty: 11719.789062
	Iteration 67Q: 3 clusters Score -2597108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2597156.500000 Penalty: 11719.789062
	Iteration 68Q: 3 clusters Score -2597156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2597198.250000 Penalty: 11719.789062
	Iteration 69Q: 3 clusters Score -2597198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2597233.000000 Penalty: 11719.789062
	Iteration 70Q: 3 clusters Score -2597233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2597271.000000 Penalty: 11719.789062
	Iteration 71Q: 3 clusters Score -2597271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2597308.500000 Penalty: 11719.789062
	Iteration 72Q: 3 clusters Score -2597308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2597325.250000 Penalty: 11719.789062
	Iteration 73Q: 3 clusters Score -2597325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2597342.750000 Penalty: 11719.789062
	Iteration 74Q: 3 clusters Score -2597343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2597356.000000 Penalty: 11719.789062
	Iteration 75Q: 3 clusters Score -2597356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2597373.000000 Penalty: 11719.789062
	Iteration 76Q: 3 clusters Score -2597373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2597382.000000 Penalty: 11719.789062
	Iteration 77Q: 3 clusters Score -2597382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2597388.000000 Penalty: 11719.789062
	Iteration 78Q: 3 clusters Score -2597388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2597388.000000 Penalty: 11719.789062
	Iteration 79Q: 3 clusters Score -2597388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2597397.500000 Penalty: 11719.789062
	Iteration 80F: 3 clusters Score -2597398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2597400.750000 Penalty: 11719.789062
	Iteration 81Q: 3 clusters Score -2597401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2597406.000000 Penalty: 11719.789062
	Iteration 82Q: 3 clusters Score -2597406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2597405.750000 Penalty: 11719.789062
	Iteration 83Q: 3 clusters Score -2597406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2597409.750000 Penalty: 11719.789062
	Iteration 84Q: 3 clusters Score -2597410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2597405.250000 Penalty: 11719.789062
	Iteration 85Q: 3 clusters Score -2597405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2597407.250000 Penalty: 11719.789062
	Iteration 86Q: 3 clusters Score -2597407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2597407.250000 Penalty: 11719.789062
	Iteration 87F: 3 clusters Score -2597407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -1308902.125000 Penalty: 5464.392578
	Iteration 0F: 2 clusters Score -1308902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1300283.250000 Penalty: 10928.785156
	Iteration 0F: 3 clusters Score -1300283 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1301869.375000 Penalty: 10928.785156
	Iteration 1F: 3 clusters Score -1301869 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1302231.750000 Penalty: 10928.785156
	Iteration 2F: 3 clusters Score -1302232 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1302438.750000 Penalty: 10928.785156
	Iteration 3Q: 3 clusters Score -1302439 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1302561.500000 Penalty: 10928.785156
	Iteration 4Q: 3 clusters Score -1302562 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1302642.375000 Penalty: 10928.785156
	Iteration 5Q: 3 clusters Score -1302642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1302698.500000 Penalty: 10928.785156
	Iteration 6Q: 3 clusters Score -1302698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1302734.500000 Penalty: 10928.785156
	Iteration 7Q: 3 clusters Score -1302734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1302763.500000 Penalty: 10928.785156
	Iteration 8Q: 3 clusters Score -1302764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1302794.875000 Penalty: 10928.785156
	Iteration 9Q: 3 clusters Score -1302795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1302821.500000 Penalty: 10928.785156
	Iteration 10Q: 3 clusters Score -1302822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1302849.250000 Penalty: 10928.785156
	Iteration 11Q: 3 clusters Score -1302849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1302867.250000 Penalty: 10928.785156
	Iteration 12Q: 3 clusters Score -1302867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1302879.125000 Penalty: 10928.785156
	Iteration 13Q: 3 clusters Score -1302879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1302895.125000 Penalty: 10928.785156
	Iteration 14Q: 3 clusters Score -1302895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1302901.375000 Penalty: 10928.785156
	Iteration 15Q: 3 clusters Score -1302901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1302913.500000 Penalty: 10928.785156
	Iteration 16Q: 3 clusters Score -1302914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1302924.500000 Penalty: 10928.785156
	Iteration 17Q: 3 clusters Score -1302924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1302938.125000 Penalty: 10928.785156
	Iteration 18Q: 3 clusters Score -1302938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1302947.875000 Penalty: 10928.785156
	Iteration 19Q: 3 clusters Score -1302948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1302957.625000 Penalty: 10928.785156
	Iteration 20F: 3 clusters Score -1302958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1302962.625000 Penalty: 10928.785156
	Iteration 21Q: 3 clusters Score -1302963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1302966.250000 Penalty: 10928.785156
	Iteration 22Q: 3 clusters Score -1302966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1302974.000000 Penalty: 10928.785156
	Iteration 23Q: 3 clusters Score -1302974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1302980.000000 Penalty: 10928.785156
	Iteration 24Q: 3 clusters Score -1302980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1302987.250000 Penalty: 10928.785156
	Iteration 25Q: 3 clusters Score -1302987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1302990.375000 Penalty: 10928.785156
	Iteration 26Q: 3 clusters Score -1302990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1302992.750000 Penalty: 10928.785156
	Iteration 27Q: 3 clusters Score -1302993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1302998.000000 Penalty: 10928.785156
	Iteration 28Q: 3 clusters Score -1302998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1302999.250000 Penalty: 10928.785156
	Iteration 29Q: 3 clusters Score -1302999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1303000.250000 Penalty: 10928.785156
	Iteration 30Q: 3 clusters Score -1303000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1303001.625000 Penalty: 10928.785156
	Iteration 31Q: 3 clusters Score -1303002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1303006.750000 Penalty: 10928.785156
	Iteration 32Q: 3 clusters Score -1303007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1303008.875000 Penalty: 10928.785156
	Iteration 33Q: 3 clusters Score -1303009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1303011.000000 Penalty: 10928.785156
	Iteration 34Q: 3 clusters Score -1303011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1303011.750000 Penalty: 10928.785156
	Iteration 35Q: 3 clusters Score -1303012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1303013.125000 Penalty: 10928.785156
	Iteration 36Q: 3 clusters Score -1303013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1303012.625000 Penalty: 10928.785156
	Iteration 37Q: 3 clusters Score -1303013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1303012.625000 Penalty: 10928.785156
	Iteration 38F: 3 clusters Score -1303013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74658 members 
Entering Unmasked Estep 
Score: -13305334.000000 Penalty: 6872.662109
	Iteration 0F: 2 clusters Score -1.330533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -13253685.000000 Penalty: 13745.324219
	Iteration 0F: 3 clusters Score -1.325368e+07 nChanged 33631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -13271616.000000 Penalty: 13745.324219
	Iteration 1F: 3 clusters Score -1.327162e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -13272619.000000 Penalty: 13745.324219
	Iteration 2Q: 3 clusters Score -1.327262e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -13273469.000000 Penalty: 13745.324219
	Iteration 3Q: 3 clusters Score -1.327347e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -13274217.000000 Penalty: 13745.324219
	Iteration 4Q: 3 clusters Score -1.327422e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -13274953.000000 Penalty: 13745.324219
	Iteration 5Q: 3 clusters Score -1.327495e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -13275859.000000 Penalty: 13745.324219
	Iteration 6Q: 3 clusters Score -1.327586e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -13276980.000000 Penalty: 13745.324219
	Iteration 7Q: 3 clusters Score -1.327698e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -13278736.000000 Penalty: 13745.324219
	Iteration 8Q: 3 clusters Score -1.327874e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -13281265.000000 Penalty: 13745.324219
	Iteration 9F: 3 clusters Score -1.328126e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -13285103.000000 Penalty: 13745.324219
	Iteration 10F: 3 clusters Score -1.32851e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -13289841.000000 Penalty: 13745.324219
	Iteration 11F: 3 clusters Score -1.328984e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -13294049.000000 Penalty: 13745.324219
	Iteration 12F: 3 clusters Score -1.329405e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -13296753.000000 Penalty: 13745.324219
	Iteration 13Q: 3 clusters Score -1.329675e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -13297998.000000 Penalty: 13745.324219
	Iteration 14Q: 3 clusters Score -1.3298e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -13298588.000000 Penalty: 13745.324219
	Iteration 15Q: 3 clusters Score -1.329859e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -13298924.000000 Penalty: 13745.324219
	Iteration 16Q: 3 clusters Score -1.329892e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -13299135.000000 Penalty: 13745.324219
	Iteration 17Q: 3 clusters Score -1.329914e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -13299212.000000 Penalty: 13745.324219
	Iteration 18Q: 3 clusters Score -1.329921e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -13299301.000000 Penalty: 13745.324219
	Iteration 19Q: 3 clusters Score -1.32993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -13299338.000000 Penalty: 13745.324219
	Iteration 20F: 3 clusters Score -1.329934e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -13299392.000000 Penalty: 13745.324219
	Iteration 21Q: 3 clusters Score -1.329939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -13299409.000000 Penalty: 13745.324219
	Iteration 22Q: 3 clusters Score -1.329941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -13299414.000000 Penalty: 13745.324219
	Iteration 23Q: 3 clusters Score -1.329941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -13299434.000000 Penalty: 13745.324219
	Iteration 24Q: 3 clusters Score -1.329943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -13299429.000000 Penalty: 13745.324219
	Iteration 25Q: 3 clusters Score -1.329943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -13299447.000000 Penalty: 13745.324219
	Iteration 26Q: 3 clusters Score -1.329945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -13299446.000000 Penalty: 13745.324219
	Iteration 27Q: 3 clusters Score -1.329945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -13299448.000000 Penalty: 13745.324219
	Iteration 28Q: 3 clusters Score -1.329945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -13299465.000000 Penalty: 13745.324219
	Iteration 29Q: 3 clusters Score -1.329946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -13299454.000000 Penalty: 13745.324219
	Iteration 30Q: 3 clusters Score -1.329945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -13299462.000000 Penalty: 13745.324219
	Iteration 31Q: 3 clusters Score -1.329946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -13299462.000000 Penalty: 13745.324219
	Iteration 32F: 3 clusters Score -1.329946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Entering Unmasked Estep 
Score: -5873892.500000 Penalty: 6362.863281
	Iteration 0F: 2 clusters Score -5873892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5849412.000000 Penalty: 12725.726562
	Iteration 0F: 3 clusters Score -5849412 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5856583.500000 Penalty: 12725.726562
	Iteration 1F: 3 clusters Score -5856584 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -5857235.000000 Penalty: 12725.726562
	Iteration 2F: 3 clusters Score -5857235 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -5857706.000000 Penalty: 12725.726562
	Iteration 3Q: 3 clusters Score -5857706 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5858047.000000 Penalty: 12725.726562
	Iteration 4Q: 3 clusters Score -5858047 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5858369.500000 Penalty: 12725.726562
	Iteration 5Q: 3 clusters Score -5858370 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5858708.500000 Penalty: 12725.726562
	Iteration 6Q: 3 clusters Score -5858708 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5859005.500000 Penalty: 12725.726562
	Iteration 7Q: 3 clusters Score -5859006 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5859357.000000 Penalty: 12725.726562
	Iteration 8Q: 3 clusters Score -5859357 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -5859796.500000 Penalty: 12725.726562
	Iteration 9Q: 3 clusters Score -5859796 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -5860329.500000 Penalty: 12725.726562
	Iteration 10Q: 3 clusters Score -5860330 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -5860980.500000 Penalty: 12725.726562
	Iteration 11Q: 3 clusters Score -5860980 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5861820.500000 Penalty: 12725.726562
	Iteration 12Q: 3 clusters Score -5861820 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -5862935.500000 Penalty: 12725.726562
	Iteration 13Q: 3 clusters Score -5862936 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5864150.500000 Penalty: 12725.726562
	Iteration 14F: 3 clusters Score -5864150 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5865317.500000 Penalty: 12725.726562
	Iteration 15Q: 3 clusters Score -5865318 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5866436.500000 Penalty: 12725.726562
	Iteration 16Q: 3 clusters Score -5866436 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5867197.500000 Penalty: 12725.726562
	Iteration 17Q: 3 clusters Score -5867198 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5867788.500000 Penalty: 12725.726562
	Iteration 18Q: 3 clusters Score -5867788 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5868119.000000 Penalty: 12725.726562
	Iteration 19Q: 3 clusters Score -5868119 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5868330.500000 Penalty: 12725.726562
	Iteration 20F: 3 clusters Score -5868330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5868480.500000 Penalty: 12725.726562
	Iteration 21Q: 3 clusters Score -5868480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5868604.500000 Penalty: 12725.726562
	Iteration 22Q: 3 clusters Score -5868604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5868693.500000 Penalty: 12725.726562
	Iteration 23Q: 3 clusters Score -5868694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5868751.500000 Penalty: 12725.726562
	Iteration 24Q: 3 clusters Score -5868752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5868794.000000 Penalty: 12725.726562
	Iteration 25Q: 3 clusters Score -5868794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5868808.000000 Penalty: 12725.726562
	Iteration 26Q: 3 clusters Score -5868808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5868823.000000 Penalty: 12725.726562
	Iteration 27Q: 3 clusters Score -5868823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5868838.000000 Penalty: 12725.726562
	Iteration 28Q: 3 clusters Score -5868838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5868859.000000 Penalty: 12725.726562
	Iteration 29Q: 3 clusters Score -5868859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5868869.000000 Penalty: 12725.726562
	Iteration 30Q: 3 clusters Score -5868869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5868870.000000 Penalty: 12725.726562
	Iteration 31Q: 3 clusters Score -5868870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5868873.500000 Penalty: 12725.726562
	Iteration 32Q: 3 clusters Score -5868874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5868884.000000 Penalty: 12725.726562
	Iteration 33Q: 3 clusters Score -5868884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5868887.500000 Penalty: 12725.726562
	Iteration 34Q: 3 clusters Score -5868888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5868893.000000 Penalty: 12725.726562
	Iteration 35Q: 3 clusters Score -5868893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5868910.500000 Penalty: 12725.726562
	Iteration 36Q: 3 clusters Score -5868910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5868913.500000 Penalty: 12725.726562
	Iteration 37Q: 3 clusters Score -5868914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5868931.000000 Penalty: 12725.726562
	Iteration 38Q: 3 clusters Score -5868931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5868930.500000 Penalty: 12725.726562
	Iteration 39Q: 3 clusters Score -5868930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5868937.500000 Penalty: 12725.726562
	Iteration 40F: 3 clusters Score -5868938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5868950.000000 Penalty: 12725.726562
	Iteration 41Q: 3 clusters Score -5868950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5868953.000000 Penalty: 12725.726562
	Iteration 42Q: 3 clusters Score -5868953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5868957.500000 Penalty: 12725.726562
	Iteration 43Q: 3 clusters Score -5868958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5868951.000000 Penalty: 12725.726562
	Iteration 44Q: 3 clusters Score -5868951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5868956.000000 Penalty: 12725.726562
	Iteration 45Q: 3 clusters Score -5868956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5868955.000000 Penalty: 12725.726562
	Iteration 46Q: 3 clusters Score -5868955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5868953.000000 Penalty: 12725.726562
	Iteration 47Q: 3 clusters Score -5868953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5868954.000000 Penalty: 12725.726562
	Iteration 48Q: 3 clusters Score -5868954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5868954.000000 Penalty: 12725.726562
	Iteration 49F: 3 clusters Score -5868954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Entering Unmasked Estep 
Score: -2401176.750000 Penalty: 5817.202148
	Iteration 0F: 2 clusters Score -2401177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2388782.250000 Penalty: 11634.404297
	Iteration 0F: 3 clusters Score -2388782 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2391573.000000 Penalty: 11634.404297
	Iteration 1F: 3 clusters Score -2391573 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2392093.250000 Penalty: 11634.404297
	Iteration 2F: 3 clusters Score -2392093 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2392486.250000 Penalty: 11634.404297
	Iteration 3Q: 3 clusters Score -2392486 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2392840.000000 Penalty: 11634.404297
	Iteration 4Q: 3 clusters Score -2392840 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2393138.500000 Penalty: 11634.404297
	Iteration 5Q: 3 clusters Score -2393138 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2393429.500000 Penalty: 11634.404297
	Iteration 6Q: 3 clusters Score -2393430 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2393695.500000 Penalty: 11634.404297
	Iteration 7Q: 3 clusters Score -2393696 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2393958.500000 Penalty: 11634.404297
	Iteration 8Q: 3 clusters Score -2393958 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2394206.000000 Penalty: 11634.404297
	Iteration 9Q: 3 clusters Score -2394206 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2394437.250000 Penalty: 11634.404297
	Iteration 10Q: 3 clusters Score -2394437 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2394639.250000 Penalty: 11634.404297
	Iteration 11Q: 3 clusters Score -2394639 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2394838.250000 Penalty: 11634.404297
	Iteration 12Q: 3 clusters Score -2394838 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2395014.500000 Penalty: 11634.404297
	Iteration 13Q: 3 clusters Score -2395014 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2395190.750000 Penalty: 11634.404297
	Iteration 14Q: 3 clusters Score -2395191 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2395337.500000 Penalty: 11634.404297
	Iteration 15Q: 3 clusters Score -2395338 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2395463.250000 Penalty: 11634.404297
	Iteration 16Q: 3 clusters Score -2395463 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2395541.750000 Penalty: 11634.404297
	Iteration 17Q: 3 clusters Score -2395542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2395605.000000 Penalty: 11634.404297
	Iteration 18Q: 3 clusters Score -2395605 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2395651.250000 Penalty: 11634.404297
	Iteration 19Q: 3 clusters Score -2395651 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2395693.750000 Penalty: 11634.404297
	Iteration 20F: 3 clusters Score -2395694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2395742.000000 Penalty: 11634.404297
	Iteration 21Q: 3 clusters Score -2395742 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2395780.750000 Penalty: 11634.404297
	Iteration 22Q: 3 clusters Score -2395781 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2395822.250000 Penalty: 11634.404297
	Iteration 23Q: 3 clusters Score -2395822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2395869.500000 Penalty: 11634.404297
	Iteration 24Q: 3 clusters Score -2395870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2395898.750000 Penalty: 11634.404297
	Iteration 25Q: 3 clusters Score -2395899 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2395934.750000 Penalty: 11634.404297
	Iteration 26Q: 3 clusters Score -2395935 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2395962.500000 Penalty: 11634.404297
	Iteration 27Q: 3 clusters Score -2395962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2395990.500000 Penalty: 11634.404297
	Iteration 28Q: 3 clusters Score -2395990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2396011.500000 Penalty: 11634.404297
	Iteration 29Q: 3 clusters Score -2396012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2396031.750000 Penalty: 11634.404297
	Iteration 30Q: 3 clusters Score -2396032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2396043.250000 Penalty: 11634.404297
	Iteration 31Q: 3 clusters Score -2396043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2396052.250000 Penalty: 11634.404297
	Iteration 32Q: 3 clusters Score -2396052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2396060.750000 Penalty: 11634.404297
	Iteration 33Q: 3 clusters Score -2396061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2396076.000000 Penalty: 11634.404297
	Iteration 34Q: 3 clusters Score -2396076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2396091.500000 Penalty: 11634.404297
	Iteration 35Q: 3 clusters Score -2396092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2396102.000000 Penalty: 11634.404297
	Iteration 36Q: 3 clusters Score -2396102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2396099.000000 Penalty: 11634.404297
	Iteration 37Q: 3 clusters Score -2396099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2396102.000000 Penalty: 11634.404297
	Iteration 38Q: 3 clusters Score -2396102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2396104.250000 Penalty: 11634.404297
	Iteration 39Q: 3 clusters Score -2396104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2396110.750000 Penalty: 11634.404297
	Iteration 40F: 3 clusters Score -2396111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2396118.250000 Penalty: 11634.404297
	Iteration 41Q: 3 clusters Score -2396118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2396123.500000 Penalty: 11634.404297
	Iteration 42Q: 3 clusters Score -2396124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2396122.750000 Penalty: 11634.404297
	Iteration 43Q: 3 clusters Score -2396123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2396127.000000 Penalty: 11634.404297
	Iteration 44Q: 3 clusters Score -2396127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2396127.000000 Penalty: 11634.404297
	Iteration 45Q: 3 clusters Score -2396127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2396128.250000 Penalty: 11634.404297
	Iteration 46Q: 3 clusters Score -2396128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2396131.750000 Penalty: 11634.404297
	Iteration 47Q: 3 clusters Score -2396132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2396132.000000 Penalty: 11634.404297
	Iteration 48Q: 3 clusters Score -2396132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2396134.250000 Penalty: 11634.404297
	Iteration 49Q: 3 clusters Score -2396134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2396133.500000 Penalty: 11634.404297
	Iteration 50Q: 3 clusters Score -2396134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2396134.500000 Penalty: 11634.404297
	Iteration 51Q: 3 clusters Score -2396134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2396134.500000 Penalty: 11634.404297
	Iteration 52F: 3 clusters Score -2396134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -1198246.875000 Penalty: 5405.475586
	Iteration 0F: 2 clusters Score -1198247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1190020.125000 Penalty: 10810.951172
	Iteration 0F: 3 clusters Score -1190020 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1191532.125000 Penalty: 10810.951172
	Iteration 1F: 3 clusters Score -1191532 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1191909.375000 Penalty: 10810.951172
	Iteration 2F: 3 clusters Score -1191909 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1192124.000000 Penalty: 10810.951172
	Iteration 3Q: 3 clusters Score -1192124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1192249.500000 Penalty: 10810.951172
	Iteration 4Q: 3 clusters Score -1192250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1192347.875000 Penalty: 10810.951172
	Iteration 5Q: 3 clusters Score -1192348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1192415.875000 Penalty: 10810.951172
	Iteration 6Q: 3 clusters Score -1192416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1192478.750000 Penalty: 10810.951172
	Iteration 7Q: 3 clusters Score -1192479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1192537.375000 Penalty: 10810.951172
	Iteration 8Q: 3 clusters Score -1192537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1192583.000000 Penalty: 10810.951172
	Iteration 9Q: 3 clusters Score -1192583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1192625.375000 Penalty: 10810.951172
	Iteration 10Q: 3 clusters Score -1192625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1192677.875000 Penalty: 10810.951172
	Iteration 11Q: 3 clusters Score -1192678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1192711.625000 Penalty: 10810.951172
	Iteration 12Q: 3 clusters Score -1192712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1192735.250000 Penalty: 10810.951172
	Iteration 13Q: 3 clusters Score -1192735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1192763.375000 Penalty: 10810.951172
	Iteration 14Q: 3 clusters Score -1192763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1192787.875000 Penalty: 10810.951172
	Iteration 15Q: 3 clusters Score -1192788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1192813.000000 Penalty: 10810.951172
	Iteration 16Q: 3 clusters Score -1192813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1192835.875000 Penalty: 10810.951172
	Iteration 17Q: 3 clusters Score -1192836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1192862.250000 Penalty: 10810.951172
	Iteration 18Q: 3 clusters Score -1192862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1192899.000000 Penalty: 10810.951172
	Iteration 19Q: 3 clusters Score -1192899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1192936.000000 Penalty: 10810.951172
	Iteration 20F: 3 clusters Score -1192936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1192974.000000 Penalty: 10810.951172
	Iteration 21Q: 3 clusters Score -1192974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1193015.875000 Penalty: 10810.951172
	Iteration 22Q: 3 clusters Score -1193016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1193072.500000 Penalty: 10810.951172
	Iteration 23Q: 3 clusters Score -1193072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1193132.500000 Penalty: 10810.951172
	Iteration 24Q: 3 clusters Score -1193132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1193204.000000 Penalty: 10810.951172
	Iteration 25Q: 3 clusters Score -1193204 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1193292.625000 Penalty: 10810.951172
	Iteration 26Q: 3 clusters Score -1193293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1193378.500000 Penalty: 10810.951172
	Iteration 27Q: 3 clusters Score -1193378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1193464.875000 Penalty: 10810.951172
	Iteration 28Q: 3 clusters Score -1193465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1193550.375000 Penalty: 10810.951172
	Iteration 29Q: 3 clusters Score -1193550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1193652.625000 Penalty: 10810.951172
	Iteration 30Q: 3 clusters Score -1193653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1193760.500000 Penalty: 10810.951172
	Iteration 31Q: 3 clusters Score -1193760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1193886.625000 Penalty: 10810.951172
	Iteration 32Q: 3 clusters Score -1193887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1193977.125000 Penalty: 10810.951172
	Iteration 33Q: 3 clusters Score -1193977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1194064.000000 Penalty: 10810.951172
	Iteration 34Q: 3 clusters Score -1194064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1194121.000000 Penalty: 10810.951172
	Iteration 35Q: 3 clusters Score -1194121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1194175.750000 Penalty: 10810.951172
	Iteration 36Q: 3 clusters Score -1194176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1194228.625000 Penalty: 10810.951172
	Iteration 37Q: 3 clusters Score -1194229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1194276.000000 Penalty: 10810.951172
	Iteration 38Q: 3 clusters Score -1194276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1194311.000000 Penalty: 10810.951172
	Iteration 39Q: 3 clusters Score -1194311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1194366.125000 Penalty: 10810.951172
	Iteration 40F: 3 clusters Score -1194366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1194416.250000 Penalty: 10810.951172
	Iteration 41Q: 3 clusters Score -1194416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1194463.125000 Penalty: 10810.951172
	Iteration 42Q: 3 clusters Score -1194463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1194510.750000 Penalty: 10810.951172
	Iteration 43Q: 3 clusters Score -1194511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1194543.250000 Penalty: 10810.951172
	Iteration 44Q: 3 clusters Score -1194543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1194576.250000 Penalty: 10810.951172
	Iteration 45Q: 3 clusters Score -1194576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1194591.875000 Penalty: 10810.951172
	Iteration 46Q: 3 clusters Score -1194592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1194599.500000 Penalty: 10810.951172
	Iteration 47Q: 3 clusters Score -1194600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1194612.250000 Penalty: 10810.951172
	Iteration 48Q: 3 clusters Score -1194612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1194619.000000 Penalty: 10810.951172
	Iteration 49Q: 3 clusters Score -1194619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1194628.000000 Penalty: 10810.951172
	Iteration 50Q: 3 clusters Score -1194628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1194636.625000 Penalty: 10810.951172
	Iteration 51Q: 3 clusters Score -1194637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1194641.250000 Penalty: 10810.951172
	Iteration 52Q: 3 clusters Score -1194641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1194647.375000 Penalty: 10810.951172
	Iteration 53Q: 3 clusters Score -1194647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1194652.250000 Penalty: 10810.951172
	Iteration 54Q: 3 clusters Score -1194652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1194664.000000 Penalty: 10810.951172
	Iteration 55Q: 3 clusters Score -1194664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1194663.000000 Penalty: 10810.951172
	Iteration 56Q: 3 clusters Score -1194663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1194663.000000 Penalty: 10810.951172
	Iteration 57F: 3 clusters Score -1194663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -54739.511719 Penalty: 3668.238770
	Iteration 0F: 2 clusters Score -54739.51 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 194 members 
Entering Unmasked Estep 
Score: -51590.593750 Penalty: 7336.477539
	Iteration 0F: 3 clusters Score -51590.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51769.167969 Penalty: 7336.477539
	Iteration 1F: 3 clusters Score -51769.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51791.671875 Penalty: 7336.477539
	Iteration 2Q: 3 clusters Score -51791.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51822.992188 Penalty: 7336.477539
	Iteration 3Q: 3 clusters Score -51822.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51856.546875 Penalty: 7336.477539
	Iteration 4Q: 3 clusters Score -51856.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51869.371094 Penalty: 7336.477539
	Iteration 5Q: 3 clusters Score -51869.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51869.371094 Penalty: 7336.477539
	Iteration 6F: 3 clusters Score -51869.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Entering Unmasked Estep 
Score: -3152577.000000 Penalty: 6013.015137
	Iteration 0F: 2 clusters Score -3152577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3137101.750000 Penalty: 12026.030273
	Iteration 0F: 3 clusters Score -3137102 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3140920.250000 Penalty: 12026.030273
	Iteration 1F: 3 clusters Score -3140920 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3141566.500000 Penalty: 12026.030273
	Iteration 2F: 3 clusters Score -3141566 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3142010.750000 Penalty: 12026.030273
	Iteration 3F: 3 clusters Score -3142011 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3142364.500000 Penalty: 12026.030273
	Iteration 4Q: 3 clusters Score -3142364 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3142654.000000 Penalty: 12026.030273
	Iteration 5Q: 3 clusters Score -3142654 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3142943.000000 Penalty: 12026.030273
	Iteration 6Q: 3 clusters Score -3142943 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3143205.500000 Penalty: 12026.030273
	Iteration 7Q: 3 clusters Score -3143206 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3143461.000000 Penalty: 12026.030273
	Iteration 8Q: 3 clusters Score -3143461 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3143705.250000 Penalty: 12026.030273
	Iteration 9Q: 3 clusters Score -3143705 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3143944.000000 Penalty: 12026.030273
	Iteration 10Q: 3 clusters Score -3143944 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3144200.500000 Penalty: 12026.030273
	Iteration 11Q: 3 clusters Score -3144200 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3144482.000000 Penalty: 12026.030273
	Iteration 12Q: 3 clusters Score -3144482 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3144764.000000 Penalty: 12026.030273
	Iteration 13Q: 3 clusters Score -3144764 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3145024.000000 Penalty: 12026.030273
	Iteration 14Q: 3 clusters Score -3145024 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3145282.000000 Penalty: 12026.030273
	Iteration 15Q: 3 clusters Score -3145282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3145534.750000 Penalty: 12026.030273
	Iteration 16Q: 3 clusters Score -3145535 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3145783.750000 Penalty: 12026.030273
	Iteration 17Q: 3 clusters Score -3145784 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3146007.500000 Penalty: 12026.030273
	Iteration 18Q: 3 clusters Score -3146008 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3146243.500000 Penalty: 12026.030273
	Iteration 19Q: 3 clusters Score -3146244 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3146447.750000 Penalty: 12026.030273
	Iteration 20F: 3 clusters Score -3146448 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3146627.250000 Penalty: 12026.030273
	Iteration 21Q: 3 clusters Score -3146627 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3146791.750000 Penalty: 12026.030273
	Iteration 22Q: 3 clusters Score -3146792 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3146918.000000 Penalty: 12026.030273
	Iteration 23Q: 3 clusters Score -3146918 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3147041.500000 Penalty: 12026.030273
	Iteration 24Q: 3 clusters Score -3147042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3147112.750000 Penalty: 12026.030273
	Iteration 25Q: 3 clusters Score -3147113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3147183.500000 Penalty: 12026.030273
	Iteration 26Q: 3 clusters Score -3147184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3147236.000000 Penalty: 12026.030273
	Iteration 27Q: 3 clusters Score -3147236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3147279.500000 Penalty: 12026.030273
	Iteration 28Q: 3 clusters Score -3147280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3147314.500000 Penalty: 12026.030273
	Iteration 29Q: 3 clusters Score -3147314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3147337.000000 Penalty: 12026.030273
	Iteration 30Q: 3 clusters Score -3147337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3147342.500000 Penalty: 12026.030273
	Iteration 31Q: 3 clusters Score -3147342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3147373.500000 Penalty: 12026.030273
	Iteration 32Q: 3 clusters Score -3147374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3147384.750000 Penalty: 12026.030273
	Iteration 33Q: 3 clusters Score -3147385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3147394.000000 Penalty: 12026.030273
	Iteration 34Q: 3 clusters Score -3147394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3147412.500000 Penalty: 12026.030273
	Iteration 35Q: 3 clusters Score -3147412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3147436.500000 Penalty: 12026.030273
	Iteration 36Q: 3 clusters Score -3147436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3147456.500000 Penalty: 12026.030273
	Iteration 37Q: 3 clusters Score -3147456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3147460.750000 Penalty: 12026.030273
	Iteration 38Q: 3 clusters Score -3147461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3147474.500000 Penalty: 12026.030273
	Iteration 39Q: 3 clusters Score -3147474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3147494.250000 Penalty: 12026.030273
	Iteration 40F: 3 clusters Score -3147494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3147490.250000 Penalty: 12026.030273
	Iteration 41Q: 3 clusters Score -3147490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3147494.000000 Penalty: 12026.030273
	Iteration 42Q: 3 clusters Score -3147494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3147503.750000 Penalty: 12026.030273
	Iteration 43Q: 3 clusters Score -3147504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3147503.500000 Penalty: 12026.030273
	Iteration 44Q: 3 clusters Score -3147504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3147502.500000 Penalty: 12026.030273
	Iteration 45Q: 3 clusters Score -3147502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3147501.750000 Penalty: 12026.030273
	Iteration 46Q: 3 clusters Score -3147502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3147504.750000 Penalty: 12026.030273
	Iteration 47Q: 3 clusters Score -3147505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3147502.000000 Penalty: 12026.030273
	Iteration 48Q: 3 clusters Score -3147502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3147506.750000 Penalty: 12026.030273
	Iteration 49Q: 3 clusters Score -3147507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3147504.000000 Penalty: 12026.030273
	Iteration 50Q: 3 clusters Score -3147504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3147506.750000 Penalty: 12026.030273
	Iteration 51Q: 3 clusters Score -3147507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3147503.250000 Penalty: 12026.030273
	Iteration 52Q: 3 clusters Score -3147503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3147503.000000 Penalty: 12026.030273
	Iteration 53Q: 3 clusters Score -3147503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3147503.000000 Penalty: 12026.030273
	Iteration 54F: 3 clusters Score -3147503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -1573432.250000 Penalty: 5562.130371
	Iteration 0F: 2 clusters Score -1573432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1563978.375000 Penalty: 11124.260742
	Iteration 0F: 3 clusters Score -1563978 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1565871.125000 Penalty: 11124.260742
	Iteration 1F: 3 clusters Score -1565871 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1566269.875000 Penalty: 11124.260742
	Iteration 2F: 3 clusters Score -1566270 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1566470.875000 Penalty: 11124.260742
	Iteration 3Q: 3 clusters Score -1566471 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1566595.250000 Penalty: 11124.260742
	Iteration 4Q: 3 clusters Score -1566595 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1566659.875000 Penalty: 11124.260742
	Iteration 5Q: 3 clusters Score -1566660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1566710.125000 Penalty: 11124.260742
	Iteration 6Q: 3 clusters Score -1566710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1566746.000000 Penalty: 11124.260742
	Iteration 7Q: 3 clusters Score -1566746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1566778.000000 Penalty: 11124.260742
	Iteration 8Q: 3 clusters Score -1566778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1566802.750000 Penalty: 11124.260742
	Iteration 9Q: 3 clusters Score -1566803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1566826.375000 Penalty: 11124.260742
	Iteration 10Q: 3 clusters Score -1566826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1566845.125000 Penalty: 11124.260742
	Iteration 11Q: 3 clusters Score -1566845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1566864.000000 Penalty: 11124.260742
	Iteration 12Q: 3 clusters Score -1566864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1566877.625000 Penalty: 11124.260742
	Iteration 13Q: 3 clusters Score -1566878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1566888.750000 Penalty: 11124.260742
	Iteration 14Q: 3 clusters Score -1566889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1566899.000000 Penalty: 11124.260742
	Iteration 15Q: 3 clusters Score -1566899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1566915.000000 Penalty: 11124.260742
	Iteration 16Q: 3 clusters Score -1566915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1566930.875000 Penalty: 11124.260742
	Iteration 17Q: 3 clusters Score -1566931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1566946.625000 Penalty: 11124.260742
	Iteration 18Q: 3 clusters Score -1566947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1566961.375000 Penalty: 11124.260742
	Iteration 19Q: 3 clusters Score -1566961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1566974.125000 Penalty: 11124.260742
	Iteration 20F: 3 clusters Score -1566974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1566983.500000 Penalty: 11124.260742
	Iteration 21Q: 3 clusters Score -1566984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1566994.375000 Penalty: 11124.260742
	Iteration 22Q: 3 clusters Score -1566994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1567008.750000 Penalty: 11124.260742
	Iteration 23Q: 3 clusters Score -1567009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1567022.625000 Penalty: 11124.260742
	Iteration 24Q: 3 clusters Score -1567023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1567043.500000 Penalty: 11124.260742
	Iteration 25Q: 3 clusters Score -1567044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1567056.500000 Penalty: 11124.260742
	Iteration 26Q: 3 clusters Score -1567056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1567079.250000 Penalty: 11124.260742
	Iteration 27Q: 3 clusters Score -1567079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1567095.125000 Penalty: 11124.260742
	Iteration 28Q: 3 clusters Score -1567095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1567111.125000 Penalty: 11124.260742
	Iteration 29Q: 3 clusters Score -1567111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1567115.875000 Penalty: 11124.260742
	Iteration 30Q: 3 clusters Score -1567116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1567125.000000 Penalty: 11124.260742
	Iteration 31Q: 3 clusters Score -1567125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1567133.250000 Penalty: 11124.260742
	Iteration 32Q: 3 clusters Score -1567133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1567135.000000 Penalty: 11124.260742
	Iteration 33Q: 3 clusters Score -1567135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1567134.875000 Penalty: 11124.260742
	Iteration 34Q: 3 clusters Score -1567135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1567142.250000 Penalty: 11124.260742
	Iteration 35Q: 3 clusters Score -1567142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1567145.625000 Penalty: 11124.260742
	Iteration 36Q: 3 clusters Score -1567146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1567146.875000 Penalty: 11124.260742
	Iteration 37Q: 3 clusters Score -1567147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1567149.000000 Penalty: 11124.260742
	Iteration 38Q: 3 clusters Score -1567149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1567155.250000 Penalty: 11124.260742
	Iteration 39Q: 3 clusters Score -1567155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1567159.000000 Penalty: 11124.260742
	Iteration 40F: 3 clusters Score -1567159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1567162.375000 Penalty: 11124.260742
	Iteration 41Q: 3 clusters Score -1567162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1567165.500000 Penalty: 11124.260742
	Iteration 42Q: 3 clusters Score -1567166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1567167.250000 Penalty: 11124.260742
	Iteration 43Q: 3 clusters Score -1567167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1567168.375000 Penalty: 11124.260742
	Iteration 44Q: 3 clusters Score -1567168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1567173.875000 Penalty: 11124.260742
	Iteration 45Q: 3 clusters Score -1567174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1567171.500000 Penalty: 11124.260742
	Iteration 46Q: 3 clusters Score -1567172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1567176.125000 Penalty: 11124.260742
	Iteration 47Q: 3 clusters Score -1567176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1567177.750000 Penalty: 11124.260742
	Iteration 48Q: 3 clusters Score -1567178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1567184.250000 Penalty: 11124.260742
	Iteration 49Q: 3 clusters Score -1567184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1567184.875000 Penalty: 11124.260742
	Iteration 50Q: 3 clusters Score -1567185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1567183.750000 Penalty: 11124.260742
	Iteration 51Q: 3 clusters Score -1567184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1567188.125000 Penalty: 11124.260742
	Iteration 52Q: 3 clusters Score -1567188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1567186.500000 Penalty: 11124.260742
	Iteration 53Q: 3 clusters Score -1567186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1567187.250000 Penalty: 11124.260742
	Iteration 54Q: 3 clusters Score -1567187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1567189.750000 Penalty: 11124.260742
	Iteration 55Q: 3 clusters Score -1567190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1567190.125000 Penalty: 11124.260742
	Iteration 56Q: 3 clusters Score -1567190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1567193.500000 Penalty: 11124.260742
	Iteration 57Q: 3 clusters Score -1567194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1567191.625000 Penalty: 11124.260742
	Iteration 58Q: 3 clusters Score -1567192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1567191.375000 Penalty: 11124.260742
	Iteration 59Q: 3 clusters Score -1567191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1567195.125000 Penalty: 11124.260742
	Iteration 60F: 3 clusters Score -1567195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1567195.500000 Penalty: 11124.260742
	Iteration 61Q: 3 clusters Score -1567196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1567200.250000 Penalty: 11124.260742
	Iteration 62Q: 3 clusters Score -1567200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1567209.625000 Penalty: 11124.260742
	Iteration 63Q: 3 clusters Score -1567210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1567214.500000 Penalty: 11124.260742
	Iteration 64Q: 3 clusters Score -1567214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1567222.375000 Penalty: 11124.260742
	Iteration 65Q: 3 clusters Score -1567222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1567224.375000 Penalty: 11124.260742
	Iteration 66Q: 3 clusters Score -1567224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1567227.625000 Penalty: 11124.260742
	Iteration 67Q: 3 clusters Score -1567228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1567232.875000 Penalty: 11124.260742
	Iteration 68Q: 3 clusters Score -1567233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1567236.875000 Penalty: 11124.260742
	Iteration 69Q: 3 clusters Score -1567237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1567246.000000 Penalty: 11124.260742
	Iteration 70Q: 3 clusters Score -1567246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1567251.750000 Penalty: 11124.260742
	Iteration 71Q: 3 clusters Score -1567252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1567257.000000 Penalty: 11124.260742
	Iteration 72Q: 3 clusters Score -1567257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1567257.500000 Penalty: 11124.260742
	Iteration 73Q: 3 clusters Score -1567258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1567265.500000 Penalty: 11124.260742
	Iteration 74Q: 3 clusters Score -1567266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1567280.875000 Penalty: 11124.260742
	Iteration 75Q: 3 clusters Score -1567281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1567289.750000 Penalty: 11124.260742
	Iteration 76Q: 3 clusters Score -1567290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1567295.000000 Penalty: 11124.260742
	Iteration 77Q: 3 clusters Score -1567295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1567302.250000 Penalty: 11124.260742
	Iteration 78Q: 3 clusters Score -1567302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1567309.625000 Penalty: 11124.260742
	Iteration 79Q: 3 clusters Score -1567310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1567314.875000 Penalty: 11124.260742
	Iteration 80F: 3 clusters Score -1567315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1567324.000000 Penalty: 11124.260742
	Iteration 81Q: 3 clusters Score -1567324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1567331.250000 Penalty: 11124.260742
	Iteration 82Q: 3 clusters Score -1567331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1567333.125000 Penalty: 11124.260742
	Iteration 83Q: 3 clusters Score -1567333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1567337.250000 Penalty: 11124.260742
	Iteration 84Q: 3 clusters Score -1567337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1567341.750000 Penalty: 11124.260742
	Iteration 85Q: 3 clusters Score -1567342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1567344.125000 Penalty: 11124.260742
	Iteration 86Q: 3 clusters Score -1567344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1567347.000000 Penalty: 11124.260742
	Iteration 87Q: 3 clusters Score -1567347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1567346.125000 Penalty: 11124.260742
	Iteration 88Q: 3 clusters Score -1567346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1567350.875000 Penalty: 11124.260742
	Iteration 89Q: 3 clusters Score -1567351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1567357.000000 Penalty: 11124.260742
	Iteration 90Q: 3 clusters Score -1567357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1567360.625000 Penalty: 11124.260742
	Iteration 91Q: 3 clusters Score -1567361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1567368.875000 Penalty: 11124.260742
	Iteration 92Q: 3 clusters Score -1567369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1567380.250000 Penalty: 11124.260742
	Iteration 93Q: 3 clusters Score -1567380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1567394.250000 Penalty: 11124.260742
	Iteration 94Q: 3 clusters Score -1567394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1567402.875000 Penalty: 11124.260742
	Iteration 95Q: 3 clusters Score -1567403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1567409.625000 Penalty: 11124.260742
	Iteration 96Q: 3 clusters Score -1567410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1567421.125000 Penalty: 11124.260742
	Iteration 97Q: 3 clusters Score -1567421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1567428.750000 Penalty: 11124.260742
	Iteration 98Q: 3 clusters Score -1567429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1567434.000000 Penalty: 11124.260742
	Iteration 99Q: 3 clusters Score -1567434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1567444.125000 Penalty: 11124.260742
	Iteration 100F: 3 clusters Score -1567444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1567447.750000 Penalty: 11124.260742
	Iteration 101Q: 3 clusters Score -1567448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1567456.625000 Penalty: 11124.260742
	Iteration 102Q: 3 clusters Score -1567457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1567463.625000 Penalty: 11124.260742
	Iteration 103Q: 3 clusters Score -1567464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1567475.125000 Penalty: 11124.260742
	Iteration 104Q: 3 clusters Score -1567475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1567475.625000 Penalty: 11124.260742
	Iteration 105Q: 3 clusters Score -1567476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1567478.500000 Penalty: 11124.260742
	Iteration 106Q: 3 clusters Score -1567478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1567483.875000 Penalty: 11124.260742
	Iteration 107Q: 3 clusters Score -1567484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1567492.250000 Penalty: 11124.260742
	Iteration 108Q: 3 clusters Score -1567492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1567493.750000 Penalty: 11124.260742
	Iteration 109Q: 3 clusters Score -1567494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1567499.375000 Penalty: 11124.260742
	Iteration 110Q: 3 clusters Score -1567499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1567501.375000 Penalty: 11124.260742
	Iteration 111Q: 3 clusters Score -1567501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1567499.500000 Penalty: 11124.260742
	Iteration 112Q: 3 clusters Score -1567500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1567506.125000 Penalty: 11124.260742
	Iteration 113Q: 3 clusters Score -1567506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1567508.000000 Penalty: 11124.260742
	Iteration 114Q: 3 clusters Score -1567508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1567508.000000 Penalty: 11124.260742
	Iteration 115F: 3 clusters Score -1567508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -358793.062500 Penalty: 4700.133789
	Iteration 0F: 2 clusters Score -358793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -353830.468750 Penalty: 9400.267578
	Iteration 0F: 3 clusters Score -353830.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -354690.468750 Penalty: 9400.267578
	Iteration 1F: 3 clusters Score -354690.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -355187.906250 Penalty: 9400.267578
	Iteration 2F: 3 clusters Score -355187.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -355537.750000 Penalty: 9400.267578
	Iteration 3F: 3 clusters Score -355537.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -355888.718750 Penalty: 9400.267578
	Iteration 4F: 3 clusters Score -355888.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -356157.625000 Penalty: 9400.267578
	Iteration 5F: 3 clusters Score -356157.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -356382.468750 Penalty: 9400.267578
	Iteration 6Q: 3 clusters Score -356382.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -356500.406250 Penalty: 9400.267578
	Iteration 7Q: 3 clusters Score -356500.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -356563.562500 Penalty: 9400.267578
	Iteration 8Q: 3 clusters Score -356563.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -356620.406250 Penalty: 9400.267578
	Iteration 9Q: 3 clusters Score -356620.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -356671.406250 Penalty: 9400.267578
	Iteration 10Q: 3 clusters Score -356671.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -356709.937500 Penalty: 9400.267578
	Iteration 11Q: 3 clusters Score -356709.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -356766.156250 Penalty: 9400.267578
	Iteration 12Q: 3 clusters Score -356766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -356805.500000 Penalty: 9400.267578
	Iteration 13Q: 3 clusters Score -356805.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -356831.093750 Penalty: 9400.267578
	Iteration 14Q: 3 clusters Score -356831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -356844.937500 Penalty: 9400.267578
	Iteration 15Q: 3 clusters Score -356844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -356859.968750 Penalty: 9400.267578
	Iteration 16Q: 3 clusters Score -356860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -356866.093750 Penalty: 9400.267578
	Iteration 17Q: 3 clusters Score -356866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -356870.156250 Penalty: 9400.267578
	Iteration 18Q: 3 clusters Score -356870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -356873.312500 Penalty: 9400.267578
	Iteration 19Q: 3 clusters Score -356873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -356873.312500 Penalty: 9400.267578
	Iteration 20F: 3 clusters Score -356873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Entering Unmasked Estep 
Score: -3477262.500000 Penalty: 6075.307129
	Iteration 0F: 2 clusters Score -3477262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3460456.500000 Penalty: 12150.614258
	Iteration 0F: 3 clusters Score -3460456 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3464975.250000 Penalty: 12150.614258
	Iteration 1F: 3 clusters Score -3464975 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3465609.500000 Penalty: 12150.614258
	Iteration 2F: 3 clusters Score -3465610 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3466019.750000 Penalty: 12150.614258
	Iteration 3Q: 3 clusters Score -3466020 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3466279.750000 Penalty: 12150.614258
	Iteration 4Q: 3 clusters Score -3466280 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3466512.000000 Penalty: 12150.614258
	Iteration 5Q: 3 clusters Score -3466512 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3466720.500000 Penalty: 12150.614258
	Iteration 6Q: 3 clusters Score -3466720 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3466868.250000 Penalty: 12150.614258
	Iteration 7Q: 3 clusters Score -3466868 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3467011.750000 Penalty: 12150.614258
	Iteration 8Q: 3 clusters Score -3467012 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3467146.500000 Penalty: 12150.614258
	Iteration 9Q: 3 clusters Score -3467146 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3467283.250000 Penalty: 12150.614258
	Iteration 10Q: 3 clusters Score -3467283 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3467409.250000 Penalty: 12150.614258
	Iteration 11Q: 3 clusters Score -3467409 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3467510.000000 Penalty: 12150.614258
	Iteration 12Q: 3 clusters Score -3467510 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3467616.500000 Penalty: 12150.614258
	Iteration 13Q: 3 clusters Score -3467616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3467735.250000 Penalty: 12150.614258
	Iteration 14Q: 3 clusters Score -3467735 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3467876.750000 Penalty: 12150.614258
	Iteration 15Q: 3 clusters Score -3467877 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3468042.000000 Penalty: 12150.614258
	Iteration 16Q: 3 clusters Score -3468042 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3468200.250000 Penalty: 12150.614258
	Iteration 17Q: 3 clusters Score -3468200 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3468384.500000 Penalty: 12150.614258
	Iteration 18Q: 3 clusters Score -3468384 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3468593.000000 Penalty: 12150.614258
	Iteration 19Q: 3 clusters Score -3468593 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3468813.000000 Penalty: 12150.614258
	Iteration 20F: 3 clusters Score -3468813 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3469072.000000 Penalty: 12150.614258
	Iteration 21Q: 3 clusters Score -3469072 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3469402.750000 Penalty: 12150.614258
	Iteration 22Q: 3 clusters Score -3469403 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3469756.750000 Penalty: 12150.614258
	Iteration 23Q: 3 clusters Score -3469757 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3470172.750000 Penalty: 12150.614258
	Iteration 24Q: 3 clusters Score -3470173 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3470576.500000 Penalty: 12150.614258
	Iteration 25Q: 3 clusters Score -3470576 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3470971.750000 Penalty: 12150.614258
	Iteration 26Q: 3 clusters Score -3470972 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3471325.750000 Penalty: 12150.614258
	Iteration 27Q: 3 clusters Score -3471326 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3471636.250000 Penalty: 12150.614258
	Iteration 28Q: 3 clusters Score -3471636 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3471937.500000 Penalty: 12150.614258
	Iteration 29Q: 3 clusters Score -3471938 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3472142.250000 Penalty: 12150.614258
	Iteration 30Q: 3 clusters Score -3472142 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3472311.250000 Penalty: 12150.614258
	Iteration 31Q: 3 clusters Score -3472311 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3472421.500000 Penalty: 12150.614258
	Iteration 32Q: 3 clusters Score -3472422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3472505.750000 Penalty: 12150.614258
	Iteration 33Q: 3 clusters Score -3472506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3472575.250000 Penalty: 12150.614258
	Iteration 34Q: 3 clusters Score -3472575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3472626.750000 Penalty: 12150.614258
	Iteration 35Q: 3 clusters Score -3472627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3472669.750000 Penalty: 12150.614258
	Iteration 36Q: 3 clusters Score -3472670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3472707.000000 Penalty: 12150.614258
	Iteration 37Q: 3 clusters Score -3472707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3472742.500000 Penalty: 12150.614258
	Iteration 38Q: 3 clusters Score -3472742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3472765.750000 Penalty: 12150.614258
	Iteration 39Q: 3 clusters Score -3472766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3472782.750000 Penalty: 12150.614258
	Iteration 40F: 3 clusters Score -3472783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3472791.000000 Penalty: 12150.614258
	Iteration 41Q: 3 clusters Score -3472791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3472799.250000 Penalty: 12150.614258
	Iteration 42Q: 3 clusters Score -3472799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3472807.250000 Penalty: 12150.614258
	Iteration 43Q: 3 clusters Score -3472807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3472810.500000 Penalty: 12150.614258
	Iteration 44Q: 3 clusters Score -3472810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3472813.750000 Penalty: 12150.614258
	Iteration 45Q: 3 clusters Score -3472814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3472814.750000 Penalty: 12150.614258
	Iteration 46Q: 3 clusters Score -3472815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3472819.250000 Penalty: 12150.614258
	Iteration 47Q: 3 clusters Score -3472819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3472815.000000 Penalty: 12150.614258
	Iteration 48Q: 3 clusters Score -3472815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3472821.750000 Penalty: 12150.614258
	Iteration 49Q: 3 clusters Score -3472822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3472825.000000 Penalty: 12150.614258
	Iteration 50Q: 3 clusters Score -3472825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3472824.750000 Penalty: 12150.614258
	Iteration 51Q: 3 clusters Score -3472825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3472827.750000 Penalty: 12150.614258
	Iteration 52Q: 3 clusters Score -3472828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3472831.500000 Penalty: 12150.614258
	Iteration 53Q: 3 clusters Score -3472832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3472834.250000 Penalty: 12150.614258
	Iteration 54Q: 3 clusters Score -3472834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3472832.750000 Penalty: 12150.614258
	Iteration 55Q: 3 clusters Score -3472833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3472827.750000 Penalty: 12150.614258
	Iteration 56Q: 3 clusters Score -3472828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3472836.750000 Penalty: 12150.614258
	Iteration 57Q: 3 clusters Score -3472837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3472836.750000 Penalty: 12150.614258
	Iteration 58F: 3 clusters Score -3472837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -321617.593750 Penalty: 4656.776367
	Iteration 0F: 2 clusters Score -321617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -316717.000000 Penalty: 9313.552734
	Iteration 0F: 3 clusters Score -316717 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -317706.312500 Penalty: 9313.552734
	Iteration 1F: 3 clusters Score -317706.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -318784.218750 Penalty: 9313.552734
	Iteration 2F: 3 clusters Score -318784.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -320918.218750 Penalty: 9313.552734
	Iteration 3F: 3 clusters Score -320918.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -321806.531250 Penalty: 9313.552734
	Iteration 4F: 3 clusters Score -321806.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -322540.593750 Penalty: 9313.552734
	Iteration 5F: 3 clusters Score -322540.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -322973.406250 Penalty: 9313.552734
	Iteration 6Q: 3 clusters Score -322973.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -323159.656250 Penalty: 9313.552734
	Iteration 7Q: 3 clusters Score -323159.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -323260.968750 Penalty: 9313.552734
	Iteration 8Q: 3 clusters Score -323261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -323303.062500 Penalty: 9313.552734
	Iteration 9Q: 3 clusters Score -323303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -323316.312500 Penalty: 9313.552734
	Iteration 10Q: 3 clusters Score -323316.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -323330.500000 Penalty: 9313.552734
	Iteration 11Q: 3 clusters Score -323330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -323349.937500 Penalty: 9313.552734
	Iteration 12Q: 3 clusters Score -323349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -323354.968750 Penalty: 9313.552734
	Iteration 13Q: 3 clusters Score -323355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -323364.000000 Penalty: 9313.552734
	Iteration 14Q: 3 clusters Score -323364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -323371.718750 Penalty: 9313.552734
	Iteration 15Q: 3 clusters Score -323371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -323378.562500 Penalty: 9313.552734
	Iteration 16Q: 3 clusters Score -323378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -323394.000000 Penalty: 9313.552734
	Iteration 17Q: 3 clusters Score -323394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -323433.468750 Penalty: 9313.552734
	Iteration 18Q: 3 clusters Score -323433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -323503.531250 Penalty: 9313.552734
	Iteration 19Q: 3 clusters Score -323503.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -323583.125000 Penalty: 9313.552734
	Iteration 20F: 3 clusters Score -323583.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -323663.531250 Penalty: 9313.552734
	Iteration 21Q: 3 clusters Score -323663.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -323748.156250 Penalty: 9313.552734
	Iteration 22Q: 3 clusters Score -323748.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -323822.156250 Penalty: 9313.552734
	Iteration 23Q: 3 clusters Score -323822.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -323905.343750 Penalty: 9313.552734
	Iteration 24Q: 3 clusters Score -323905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -324035.625000 Penalty: 9313.552734
	Iteration 25Q: 3 clusters Score -324035.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -324171.937500 Penalty: 9313.552734
	Iteration 26Q: 3 clusters Score -324171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -324354.625000 Penalty: 9313.552734
	Iteration 27Q: 3 clusters Score -324354.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -324485.812500 Penalty: 9313.552734
	Iteration 28Q: 3 clusters Score -324485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -324525.562500 Penalty: 9313.552734
	Iteration 29Q: 3 clusters Score -324525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -324593.062500 Penalty: 9313.552734
	Iteration 30Q: 3 clusters Score -324593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -324708.312500 Penalty: 9313.552734
	Iteration 31Q: 3 clusters Score -324708.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -324794.656250 Penalty: 9313.552734
	Iteration 32Q: 3 clusters Score -324794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -324818.031250 Penalty: 9313.552734
	Iteration 33Q: 3 clusters Score -324818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -324818.750000 Penalty: 9313.552734
	Iteration 34Q: 3 clusters Score -324818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -324818.843750 Penalty: 9313.552734
	Iteration 35F: 3 clusters Score -324818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -324820.687500 Penalty: 9313.552734
	Iteration 36Q: 3 clusters Score -324820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -324820.687500 Penalty: 9313.552734
	Iteration 37F: 3 clusters Score -324820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 641 members 
Entering Unmasked Estep 
Score: -226847488.000000 Penalty: 267010.843750
Splitting cluster 21 changes total score from -226849376.000000 to -226847488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (15555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Entering Unmasked Estep 
Score: -2633113.500000 Penalty: 5911.934570
	Iteration 0F: 2 clusters Score -2633114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2619357.500000 Penalty: 11823.869141
	Iteration 0F: 3 clusters Score -2619358 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2622914.750000 Penalty: 11823.869141
	Iteration 1F: 3 clusters Score -2622915 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2623690.250000 Penalty: 11823.869141
	Iteration 2F: 3 clusters Score -2623690 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2624323.500000 Penalty: 11823.869141
	Iteration 3F: 3 clusters Score -2624324 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2624827.500000 Penalty: 11823.869141
	Iteration 4F: 3 clusters Score -2624828 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2625230.000000 Penalty: 11823.869141
	Iteration 5Q: 3 clusters Score -2625230 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2625602.000000 Penalty: 11823.869141
	Iteration 6Q: 3 clusters Score -2625602 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2625951.750000 Penalty: 11823.869141
	Iteration 7Q: 3 clusters Score -2625952 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2626287.250000 Penalty: 11823.869141
	Iteration 8Q: 3 clusters Score -2626287 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2626580.750000 Penalty: 11823.869141
	Iteration 9Q: 3 clusters Score -2626581 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2626877.000000 Penalty: 11823.869141
	Iteration 10Q: 3 clusters Score -2626877 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2627179.000000 Penalty: 11823.869141
	Iteration 11Q: 3 clusters Score -2627179 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2627432.250000 Penalty: 11823.869141
	Iteration 12Q: 3 clusters Score -2627432 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2627648.500000 Penalty: 11823.869141
	Iteration 13Q: 3 clusters Score -2627648 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2627858.250000 Penalty: 11823.869141
	Iteration 14Q: 3 clusters Score -2627858 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2628023.750000 Penalty: 11823.869141
	Iteration 15Q: 3 clusters Score -2628024 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2628171.000000 Penalty: 11823.869141
	Iteration 16Q: 3 clusters Score -2628171 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2628304.250000 Penalty: 11823.869141
	Iteration 17Q: 3 clusters Score -2628304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2628414.500000 Penalty: 11823.869141
	Iteration 18Q: 3 clusters Score -2628414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2628528.500000 Penalty: 11823.869141
	Iteration 19Q: 3 clusters Score -2628528 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2628615.000000 Penalty: 11823.869141
	Iteration 20F: 3 clusters Score -2628615 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2628688.750000 Penalty: 11823.869141
	Iteration 21Q: 3 clusters Score -2628689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2628731.000000 Penalty: 11823.869141
	Iteration 22Q: 3 clusters Score -2628731 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2628772.250000 Penalty: 11823.869141
	Iteration 23Q: 3 clusters Score -2628772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2628804.250000 Penalty: 11823.869141
	Iteration 24Q: 3 clusters Score -2628804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2628830.500000 Penalty: 11823.869141
	Iteration 25Q: 3 clusters Score -2628830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2628850.250000 Penalty: 11823.869141
	Iteration 26Q: 3 clusters Score -2628850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2628858.750000 Penalty: 11823.869141
	Iteration 27Q: 3 clusters Score -2628859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2628866.250000 Penalty: 11823.869141
	Iteration 28Q: 3 clusters Score -2628866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2628881.750000 Penalty: 11823.869141
	Iteration 29Q: 3 clusters Score -2628882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2628893.000000 Penalty: 11823.869141
	Iteration 30Q: 3 clusters Score -2628893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2628900.250000 Penalty: 11823.869141
	Iteration 31Q: 3 clusters Score -2628900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2628912.250000 Penalty: 11823.869141
	Iteration 32Q: 3 clusters Score -2628912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2628928.250000 Penalty: 11823.869141
	Iteration 33Q: 3 clusters Score -2628928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2628927.500000 Penalty: 11823.869141
	Iteration 34Q: 3 clusters Score -2628928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2628935.500000 Penalty: 11823.869141
	Iteration 35Q: 3 clusters Score -2628936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2628942.750000 Penalty: 11823.869141
	Iteration 36Q: 3 clusters Score -2628943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2628946.250000 Penalty: 11823.869141
	Iteration 37Q: 3 clusters Score -2628946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2628958.500000 Penalty: 11823.869141
	Iteration 38Q: 3 clusters Score -2628958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2628968.750000 Penalty: 11823.869141
	Iteration 39Q: 3 clusters Score -2628969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2628974.750000 Penalty: 11823.869141
	Iteration 40F: 3 clusters Score -2628975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2628983.000000 Penalty: 11823.869141
	Iteration 41Q: 3 clusters Score -2628983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2628993.000000 Penalty: 11823.869141
	Iteration 42Q: 3 clusters Score -2628993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2629002.000000 Penalty: 11823.869141
	Iteration 43Q: 3 clusters Score -2629002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2629005.500000 Penalty: 11823.869141
	Iteration 44Q: 3 clusters Score -2629006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2629015.250000 Penalty: 11823.869141
	Iteration 45Q: 3 clusters Score -2629015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2629023.250000 Penalty: 11823.869141
	Iteration 46Q: 3 clusters Score -2629023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2629028.500000 Penalty: 11823.869141
	Iteration 47Q: 3 clusters Score -2629028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2629037.250000 Penalty: 11823.869141
	Iteration 48Q: 3 clusters Score -2629037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2629045.750000 Penalty: 11823.869141
	Iteration 49Q: 3 clusters Score -2629046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2629049.250000 Penalty: 11823.869141
	Iteration 50Q: 3 clusters Score -2629049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2629059.000000 Penalty: 11823.869141
	Iteration 51Q: 3 clusters Score -2629059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2629061.000000 Penalty: 11823.869141
	Iteration 52Q: 3 clusters Score -2629061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2629066.750000 Penalty: 11823.869141
	Iteration 53Q: 3 clusters Score -2629067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2629070.000000 Penalty: 11823.869141
	Iteration 54Q: 3 clusters Score -2629070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2629070.000000 Penalty: 11823.869141
	Iteration 55Q: 3 clusters Score -2629070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2629070.750000 Penalty: 11823.869141
	Iteration 56Q: 3 clusters Score -2629071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2629070.750000 Penalty: 11823.869141
	Iteration 57F: 3 clusters Score -2629071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -175896.609375 Penalty: 4323.489258
	Iteration 0F: 2 clusters Score -175896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -171743.609375 Penalty: 8646.978516
	Iteration 0F: 3 clusters Score -171743.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -172453.109375 Penalty: 8646.978516
	Iteration 1F: 3 clusters Score -172453.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -172978.296875 Penalty: 8646.978516
	Iteration 2F: 3 clusters Score -172978.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -173400.390625 Penalty: 8646.978516
	Iteration 3F: 3 clusters Score -173400.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174074.875000 Penalty: 8646.978516
	Iteration 4F: 3 clusters Score -174074.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174576.453125 Penalty: 8646.978516
	Iteration 5Q: 3 clusters Score -174576.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175172.687500 Penalty: 8646.978516
	Iteration 6Q: 3 clusters Score -175172.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -175409.531250 Penalty: 8646.978516
	Iteration 7Q: 3 clusters Score -175409.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -175552.968750 Penalty: 8646.978516
	Iteration 8Q: 3 clusters Score -175553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -175647.421875 Penalty: 8646.978516
	Iteration 9Q: 3 clusters Score -175647.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175746.687500 Penalty: 8646.978516
	Iteration 10Q: 3 clusters Score -175746.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175822.546875 Penalty: 8646.978516
	Iteration 11Q: 3 clusters Score -175822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -175874.375000 Penalty: 8646.978516
	Iteration 12Q: 3 clusters Score -175874.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175917.234375 Penalty: 8646.978516
	Iteration 13Q: 3 clusters Score -175917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175935.593750 Penalty: 8646.978516
	Iteration 14Q: 3 clusters Score -175935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175945.906250 Penalty: 8646.978516
	Iteration 15Q: 3 clusters Score -175945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -175961.421875 Penalty: 8646.978516
	Iteration 16Q: 3 clusters Score -175961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -175987.140625 Penalty: 8646.978516
	Iteration 17Q: 3 clusters Score -175987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -176003.390625 Penalty: 8646.978516
	Iteration 18Q: 3 clusters Score -176003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -176009.046875 Penalty: 8646.978516
	Iteration 19Q: 3 clusters Score -176009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -176010.671875 Penalty: 8646.978516
	Iteration 20F: 3 clusters Score -176010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -176019.140625 Penalty: 8646.978516
	Iteration 21Q: 3 clusters Score -176019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -176042.828125 Penalty: 8646.978516
	Iteration 22Q: 3 clusters Score -176042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176074.390625 Penalty: 8646.978516
	Iteration 23Q: 3 clusters Score -176074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -176111.718750 Penalty: 8646.978516
	Iteration 24Q: 3 clusters Score -176111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -176142.750000 Penalty: 8646.978516
	Iteration 25Q: 3 clusters Score -176142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -176176.906250 Penalty: 8646.978516
	Iteration 26Q: 3 clusters Score -176176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -176209.546875 Penalty: 8646.978516
	Iteration 27Q: 3 clusters Score -176209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -176239.671875 Penalty: 8646.978516
	Iteration 28Q: 3 clusters Score -176239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -176260.156250 Penalty: 8646.978516
	Iteration 29Q: 3 clusters Score -176260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -176279.656250 Penalty: 8646.978516
	Iteration 30Q: 3 clusters Score -176279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -176315.609375 Penalty: 8646.978516
	Iteration 31Q: 3 clusters Score -176315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -176340.296875 Penalty: 8646.978516
	Iteration 32Q: 3 clusters Score -176340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -176373.359375 Penalty: 8646.978516
	Iteration 33Q: 3 clusters Score -176373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -176410.390625 Penalty: 8646.978516
	Iteration 34Q: 3 clusters Score -176410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -176422.875000 Penalty: 8646.978516
	Iteration 35Q: 3 clusters Score -176422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176431.140625 Penalty: 8646.978516
	Iteration 36Q: 3 clusters Score -176431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176440.390625 Penalty: 8646.978516
	Iteration 37F: 3 clusters Score -176440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -176455.843750 Penalty: 8646.978516
	Iteration 38Q: 3 clusters Score -176455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -176497.640625 Penalty: 8646.978516
	Iteration 39Q: 3 clusters Score -176497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -176541.265625 Penalty: 8646.978516
	Iteration 40F: 3 clusters Score -176541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -176589.250000 Penalty: 8646.978516
	Iteration 41Q: 3 clusters Score -176589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -176599.765625 Penalty: 8646.978516
	Iteration 42Q: 3 clusters Score -176599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -176599.765625 Penalty: 8646.978516
	Iteration 43F: 3 clusters Score -176599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 99588 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 149169 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 39448 members 
Mstep: Class 9 contains 62963 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 74658 members 
Mstep: Class 13 contains 32479 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 6804 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 173898 members 
Mstep: Class 25 contains 868 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 15912 members 
Mstep: Class 29 contains 463351 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 381 members 
Entering Unmasked Estep 
Score: -226845632.000000 Penalty: 267010.843750
Splitting cluster 23 changes total score from -226849376.000000 to -226845632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (173898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Entering Unmasked Estep 
Score: -31411620.000000 Penalty: 7390.562500
	Iteration 0F: 2 clusters Score -3.141162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -31295090.000000 Penalty: 14781.125000
	Iteration 0F: 3 clusters Score -3.129509e+07 nChanged 81367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -31341180.000000 Penalty: 14781.125000
	Iteration 1F: 3 clusters Score -3.134118e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -31342506.000000 Penalty: 14781.125000
	Iteration 2Q: 3 clusters Score -3.134251e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -31344302.000000 Penalty: 14781.125000
	Iteration 3Q: 3 clusters Score -3.13443e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -31346398.000000 Penalty: 14781.125000
	Iteration 4Q: 3 clusters Score -3.13464e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -31349830.000000 Penalty: 14781.125000
	Iteration 5Q: 3 clusters Score -3.134983e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -31355708.000000 Penalty: 14781.125000
	Iteration 6F: 3 clusters Score -3.135571e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -31364232.000000 Penalty: 14781.125000
	Iteration 7F: 3 clusters Score -3.136423e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -31374536.000000 Penalty: 14781.125000
	Iteration 8F: 3 clusters Score -3.137454e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -31385122.000000 Penalty: 14781.125000
	Iteration 9F: 3 clusters Score -3.138512e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -31394046.000000 Penalty: 14781.125000
	Iteration 10F: 3 clusters Score -3.139405e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -31399694.000000 Penalty: 14781.125000
	Iteration 11Q: 3 clusters Score -3.139969e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -31402804.000000 Penalty: 14781.125000
	Iteration 12Q: 3 clusters Score -3.14028e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -31403876.000000 Penalty: 14781.125000
	Iteration 13Q: 3 clusters Score -3.140388e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172853 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -31404472.000000 Penalty: 14781.125000
	Iteration 14Q: 3 clusters Score -3.140447e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173035 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -31404720.000000 Penalty: 14781.125000
	Iteration 15Q: 3 clusters Score -3.140472e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173140 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -31404844.000000 Penalty: 14781.125000
	Iteration 16Q: 3 clusters Score -3.140484e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173200 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -31404932.000000 Penalty: 14781.125000
	Iteration 17Q: 3 clusters Score -3.140493e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -31405016.000000 Penalty: 14781.125000
	Iteration 18Q: 3 clusters Score -3.140502e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173255 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -31405090.000000 Penalty: 14781.125000
	Iteration 19Q: 3 clusters Score -3.140509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -31405108.000000 Penalty: 14781.125000
	Iteration 20F: 3 clusters Score -3.140511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173290 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -31405162.000000 Penalty: 14781.125000
	Iteration 21Q: 3 clusters Score -3.140516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173298 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -31405192.000000 Penalty: 14781.125000
	Iteration 22Q: 3 clusters Score -3.140519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -31405188.000000 Penalty: 14781.125000
	Iteration 23Q: 3 clusters Score -3.140519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31405190.000000 Penalty: 14781.125000
	Iteration 24Q: 3 clusters Score -3.140519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31405214.000000 Penalty: 14781.125000
	Iteration 25Q: 3 clusters Score -3.140521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -31405194.000000 Penalty: 14781.125000
	Iteration 26Q: 3 clusters Score -3.140519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -31405200.000000 Penalty: 14781.125000
	Iteration 27Q: 3 clusters Score -3.14052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -31405224.000000 Penalty: 14781.125000
	Iteration 28Q: 3 clusters Score -3.140522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -31405218.000000 Penalty: 14781.125000
	Iteration 29Q: 3 clusters Score -3.140522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -31405204.000000 Penalty: 14781.125000
	Iteration 30Q: 3 clusters Score -3.14052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -31405224.000000 Penalty: 14781.125000
	Iteration 31Q: 3 clusters Score -3.140522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -31405224.000000 Penalty: 14781.125000
	Iteration 32F: 3 clusters Score -3.140522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -131459.281250 Penalty: 4144.292480
	Iteration 0F: 2 clusters Score -131459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127615.851562 Penalty: 8288.584961
	Iteration 0F: 3 clusters Score -127615.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -128140.304688 Penalty: 8288.584961
	Iteration 1F: 3 clusters Score -128140.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128438.835938 Penalty: 8288.584961
	Iteration 2F: 3 clusters Score -128438.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128814.195312 Penalty: 8288.584961
	Iteration 3F: 3 clusters Score -128814.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129144.273438 Penalty: 8288.584961
	Iteration 4Q: 3 clusters Score -129144.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129397.414062 Penalty: 8288.584961
	Iteration 5Q: 3 clusters Score -129397.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129576.585938 Penalty: 8288.584961
	Iteration 6Q: 3 clusters Score -129576.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129716.796875 Penalty: 8288.584961
	Iteration 7Q: 3 clusters Score -129716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129826.867188 Penalty: 8288.584961
	Iteration 8Q: 3 clusters Score -129826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -129889.390625 Penalty: 8288.584961
	Iteration 9Q: 3 clusters Score -129889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129929.609375 Penalty: 8288.584961
	Iteration 10Q: 3 clusters Score -129929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129997.320312 Penalty: 8288.584961
	Iteration 11Q: 3 clusters Score -129997.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -130082.460938 Penalty: 8288.584961
	Iteration 12Q: 3 clusters Score -130082.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -130243.429688 Penalty: 8288.584961
	Iteration 13Q: 3 clusters Score -130243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -130376.062500 Penalty: 8288.584961
	Iteration 14Q: 3 clusters Score -130376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130522.585938 Penalty: 8288.584961
	Iteration 15Q: 3 clusters Score -130522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130616.390625 Penalty: 8288.584961
	Iteration 16Q: 3 clusters Score -130616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -130670.062500 Penalty: 8288.584961
	Iteration 17Q: 3 clusters Score -130670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130780.593750 Penalty: 8288.584961
	Iteration 18Q: 3 clusters Score -130780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130827.976562 Penalty: 8288.584961
	Iteration 19Q: 3 clusters Score -130828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130827.976562 Penalty: 8288.584961
	Iteration 20F: 3 clusters Score -130828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -342602.156250 Penalty: 4634.365234
	Iteration 0F: 2 clusters Score -342602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -337638.812500 Penalty: 9268.730469
	Iteration 0F: 3 clusters Score -337638.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -338183.593750 Penalty: 9268.730469
	Iteration 1F: 3 clusters Score -338183.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -338336.781250 Penalty: 9268.730469
	Iteration 2F: 3 clusters Score -338336.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -338428.781250 Penalty: 9268.730469
	Iteration 3Q: 3 clusters Score -338428.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -338487.718750 Penalty: 9268.730469
	Iteration 4Q: 3 clusters Score -338487.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -338535.593750 Penalty: 9268.730469
	Iteration 5Q: 3 clusters Score -338535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -338587.656250 Penalty: 9268.730469
	Iteration 6Q: 3 clusters Score -338587.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -338664.093750 Penalty: 9268.730469
	Iteration 7Q: 3 clusters Score -338664.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -338773.281250 Penalty: 9268.730469
	Iteration 8Q: 3 clusters Score -338773.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -338897.500000 Penalty: 9268.730469
	Iteration 9Q: 3 clusters Score -338897.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -339019.687500 Penalty: 9268.730469
	Iteration 10Q: 3 clusters Score -339019.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -339111.281250 Penalty: 9268.730469
	Iteration 11Q: 3 clusters Score -339111.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -339184.156250 Penalty: 9268.730469
	Iteration 12Q: 3 clusters Score -339184.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -339263.406250 Penalty: 9268.730469
	Iteration 13Q: 3 clusters Score -339263.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -339333.375000 Penalty: 9268.730469
	Iteration 14Q: 3 clusters Score -339333.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -339427.312500 Penalty: 9268.730469
	Iteration 15Q: 3 clusters Score -339427.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -339567.406250 Penalty: 9268.730469
	Iteration 16Q: 3 clusters Score -339567.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -339805.750000 Penalty: 9268.730469
	Iteration 17Q: 3 clusters Score -339805.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -340210.562500 Penalty: 9268.730469
	Iteration 18Q: 3 clusters Score -340210.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -340478.406250 Penalty: 9268.730469
	Iteration 19Q: 3 clusters Score -340478.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -340671.343750 Penalty: 9268.730469
	Iteration 20F: 3 clusters Score -340671.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -340813.218750 Penalty: 9268.730469
	Iteration 21Q: 3 clusters Score -340813.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -340921.531250 Penalty: 9268.730469
	Iteration 22Q: 3 clusters Score -340921.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -341058.218750 Penalty: 9268.730469
	Iteration 23Q: 3 clusters Score -341058.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -341163.562500 Penalty: 9268.730469
	Iteration 24Q: 3 clusters Score -341163.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -341243.406250 Penalty: 9268.730469
	Iteration 25Q: 3 clusters Score -341243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341290.593750 Penalty: 9268.730469
	Iteration 26Q: 3 clusters Score -341290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -341301.687500 Penalty: 9268.730469
	Iteration 27Q: 3 clusters Score -341301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -341316.093750 Penalty: 9268.730469
	Iteration 28Q: 3 clusters Score -341316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -341337.531250 Penalty: 9268.730469
	Iteration 29Q: 3 clusters Score -341337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -341349.687500 Penalty: 9268.730469
	Iteration 30Q: 3 clusters Score -341349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -341356.250000 Penalty: 9268.730469
	Iteration 31Q: 3 clusters Score -341356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -341365.031250 Penalty: 9268.730469
	Iteration 32Q: 3 clusters Score -341365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -341377.093750 Penalty: 9268.730469
	Iteration 33Q: 3 clusters Score -341377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -341383.812500 Penalty: 9268.730469
	Iteration 34Q: 3 clusters Score -341383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -341387.437500 Penalty: 9268.730469
	Iteration 35Q: 3 clusters Score -341387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -341389.343750 Penalty: 9268.730469
	Iteration 36Q: 3 clusters Score -341389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -341389.343750 Penalty: 9268.730469
	Iteration 37F: 3 clusters Score -341389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -68193.046875 Penalty: 3831.646973
	Iteration 0F: 2 clusters Score -68193.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64924.613281 Penalty: 7663.293945
	Iteration 0F: 3 clusters Score -64924.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65314.679688 Penalty: 7663.293945
	Iteration 1F: 3 clusters Score -65314.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65553.992188 Penalty: 7663.293945
	Iteration 2F: 3 clusters Score -65553.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65822.593750 Penalty: 7663.293945
	Iteration 3F: 3 clusters Score -65822.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66319.429688 Penalty: 7663.293945
	Iteration 4F: 3 clusters Score -66319.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66808.648438 Penalty: 7663.293945
	Iteration 5F: 3 clusters Score -66808.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67712.210938 Penalty: 7663.293945
	Iteration 6Q: 3 clusters Score -67712.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67821.437500 Penalty: 7663.293945
	Iteration 7Q: 3 clusters Score -67821.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67867.960938 Penalty: 7663.293945
	Iteration 8Q: 3 clusters Score -67867.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67895.390625 Penalty: 7663.293945
	Iteration 9Q: 3 clusters Score -67895.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67912.367188 Penalty: 7663.293945
	Iteration 10Q: 3 clusters Score -67912.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67919.593750 Penalty: 7663.293945
	Iteration 11Q: 3 clusters Score -67919.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67945.640625 Penalty: 7663.293945
	Iteration 12Q: 3 clusters Score -67945.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67960.960938 Penalty: 7663.293945
	Iteration 13Q: 3 clusters Score -67960.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67979.468750 Penalty: 7663.293945
	Iteration 14Q: 3 clusters Score -67979.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67979.640625 Penalty: 7663.293945
	Iteration 15F: 3 clusters Score -67979.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67987.312500 Penalty: 7663.293945
	Iteration 16Q: 3 clusters Score -67987.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67987.312500 Penalty: 7663.293945
	Iteration 17F: 3 clusters Score -67987.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Entering Unmasked Estep 
Score: -2905063.750000 Penalty: 5925.832520
	Iteration 0F: 2 clusters Score -2905064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2891072.500000 Penalty: 11851.665039
	Iteration 0F: 3 clusters Score -2891072 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2894470.500000 Penalty: 11851.665039
	Iteration 1F: 3 clusters Score -2894470 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2895042.250000 Penalty: 11851.665039
	Iteration 2F: 3 clusters Score -2895042 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2895379.500000 Penalty: 11851.665039
	Iteration 3Q: 3 clusters Score -2895380 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2895633.750000 Penalty: 11851.665039
	Iteration 4Q: 3 clusters Score -2895634 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2895862.750000 Penalty: 11851.665039
	Iteration 5Q: 3 clusters Score -2895863 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2896056.500000 Penalty: 11851.665039
	Iteration 6Q: 3 clusters Score -2896056 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2896224.500000 Penalty: 11851.665039
	Iteration 7Q: 3 clusters Score -2896224 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2896402.750000 Penalty: 11851.665039
	Iteration 8Q: 3 clusters Score -2896403 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2896631.500000 Penalty: 11851.665039
	Iteration 9Q: 3 clusters Score -2896632 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2896839.750000 Penalty: 11851.665039
	Iteration 10Q: 3 clusters Score -2896840 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2897063.250000 Penalty: 11851.665039
	Iteration 11Q: 3 clusters Score -2897063 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2897325.000000 Penalty: 11851.665039
	Iteration 12Q: 3 clusters Score -2897325 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2897561.750000 Penalty: 11851.665039
	Iteration 13Q: 3 clusters Score -2897562 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2897847.250000 Penalty: 11851.665039
	Iteration 14Q: 3 clusters Score -2897847 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2898099.500000 Penalty: 11851.665039
	Iteration 15Q: 3 clusters Score -2898100 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2898343.250000 Penalty: 11851.665039
	Iteration 16Q: 3 clusters Score -2898343 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2898563.500000 Penalty: 11851.665039
	Iteration 17Q: 3 clusters Score -2898564 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2898765.000000 Penalty: 11851.665039
	Iteration 18Q: 3 clusters Score -2898765 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2898939.750000 Penalty: 11851.665039
	Iteration 19Q: 3 clusters Score -2898940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2899062.000000 Penalty: 11851.665039
	Iteration 20F: 3 clusters Score -2899062 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2899179.000000 Penalty: 11851.665039
	Iteration 21Q: 3 clusters Score -2899179 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2899287.500000 Penalty: 11851.665039
	Iteration 22Q: 3 clusters Score -2899288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2899378.250000 Penalty: 11851.665039
	Iteration 23Q: 3 clusters Score -2899378 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2899476.250000 Penalty: 11851.665039
	Iteration 24Q: 3 clusters Score -2899476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2899561.000000 Penalty: 11851.665039
	Iteration 25Q: 3 clusters Score -2899561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2899641.500000 Penalty: 11851.665039
	Iteration 26Q: 3 clusters Score -2899642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2899715.250000 Penalty: 11851.665039
	Iteration 27Q: 3 clusters Score -2899715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2899752.250000 Penalty: 11851.665039
	Iteration 28Q: 3 clusters Score -2899752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2899780.250000 Penalty: 11851.665039
	Iteration 29Q: 3 clusters Score -2899780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2899803.000000 Penalty: 11851.665039
	Iteration 30Q: 3 clusters Score -2899803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2899825.500000 Penalty: 11851.665039
	Iteration 31Q: 3 clusters Score -2899826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2899840.250000 Penalty: 11851.665039
	Iteration 32Q: 3 clusters Score -2899840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2899861.750000 Penalty: 11851.665039
	Iteration 33Q: 3 clusters Score -2899862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2899867.750000 Penalty: 11851.665039
	Iteration 34Q: 3 clusters Score -2899868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2899880.250000 Penalty: 11851.665039
	Iteration 35Q: 3 clusters Score -2899880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2899895.000000 Penalty: 11851.665039
	Iteration 36Q: 3 clusters Score -2899895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2899897.500000 Penalty: 11851.665039
	Iteration 37Q: 3 clusters Score -2899898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2899896.500000 Penalty: 11851.665039
	Iteration 38Q: 3 clusters Score -2899896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2899899.500000 Penalty: 11851.665039
	Iteration 39Q: 3 clusters Score -2899900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2899904.000000 Penalty: 11851.665039
	Iteration 40F: 3 clusters Score -2899904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2899905.000000 Penalty: 11851.665039
	Iteration 41Q: 3 clusters Score -2899905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2899910.500000 Penalty: 11851.665039
	Iteration 42Q: 3 clusters Score -2899910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2899912.250000 Penalty: 11851.665039
	Iteration 43Q: 3 clusters Score -2899912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2899919.000000 Penalty: 11851.665039
	Iteration 44Q: 3 clusters Score -2899919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2899915.500000 Penalty: 11851.665039
	Iteration 45Q: 3 clusters Score -2899916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2899914.000000 Penalty: 11851.665039
	Iteration 46Q: 3 clusters Score -2899914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2899925.250000 Penalty: 11851.665039
	Iteration 47Q: 3 clusters Score -2899925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2899925.500000 Penalty: 11851.665039
	Iteration 48Q: 3 clusters Score -2899926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2899920.750000 Penalty: 11851.665039
	Iteration 49Q: 3 clusters Score -2899921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2899926.750000 Penalty: 11851.665039
	Iteration 50Q: 3 clusters Score -2899927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2899930.000000 Penalty: 11851.665039
	Iteration 51Q: 3 clusters Score -2899930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2899930.000000 Penalty: 11851.665039
	Iteration 52F: 3 clusters Score -2899930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (463351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463351 members 
Entering Unmasked Estep 
Score: -83715600.000000 Penalty: 7990.821777
	Iteration 0F: 2 clusters Score -8.37156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231696 members 
Mstep: Class 2 contains 231655 members 
Entering Unmasked Estep 
Score: -83418952.000000 Penalty: 15981.643555
	Iteration 0F: 3 clusters Score -8.341895e+07 nChanged 222482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230372 members 
Mstep: Class 2 contains 232979 members 
Entering Unmasked Estep 
Score: -83549936.000000 Penalty: 15981.643555
	Iteration 1F: 3 clusters Score -8.354994e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229684 members 
Mstep: Class 2 contains 233667 members 
Entering Unmasked Estep 
Score: -83552352.000000 Penalty: 15981.643555
	Iteration 2Q: 3 clusters Score -8.355235e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228535 members 
Mstep: Class 2 contains 234816 members 
Entering Unmasked Estep 
Score: -83554592.000000 Penalty: 15981.643555
	Iteration 3Q: 3 clusters Score -8.355459e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226949 members 
Mstep: Class 2 contains 236402 members 
Entering Unmasked Estep 
Score: -83557928.000000 Penalty: 15981.643555
	Iteration 4Q: 3 clusters Score -8.355793e+07 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224590 members 
Mstep: Class 2 contains 238761 members 
Entering Unmasked Estep 
Score: -83562128.000000 Penalty: 15981.643555
	Iteration 5Q: 3 clusters Score -8.356213e+07 nChanged 17073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221123 members 
Mstep: Class 2 contains 242228 members 
Entering Unmasked Estep 
Score: -83567200.000000 Penalty: 15981.643555
	Iteration 6Q: 3 clusters Score -8.35672e+07 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216152 members 
Mstep: Class 2 contains 247199 members 
Entering Unmasked Estep 
Score: -83574320.000000 Penalty: 15981.643555
	Iteration 7Q: 3 clusters Score -8.357432e+07 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209514 members 
Mstep: Class 2 contains 253837 members 
Entering Unmasked Estep 
Score: -83582920.000000 Penalty: 15981.643555
	Iteration 8Q: 3 clusters Score -8.358292e+07 nChanged 22553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200947 members 
Mstep: Class 2 contains 262404 members 
Entering Unmasked Estep 
Score: -83593136.000000 Penalty: 15981.643555
	Iteration 9Q: 3 clusters Score -8.359314e+07 nChanged 22972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190517 members 
Mstep: Class 2 contains 272834 members 
Entering Unmasked Estep 
Score: -83603832.000000 Penalty: 15981.643555
	Iteration 10Q: 3 clusters Score -8.360383e+07 nChanged 22520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 285008 members 
Entering Unmasked Estep 
Score: -83616184.000000 Penalty: 15981.643555
	Iteration 11Q: 3 clusters Score -8.361618e+07 nChanged 21647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165248 members 
Mstep: Class 2 contains 298103 members 
Entering Unmasked Estep 
Score: -83627712.000000 Penalty: 15981.643555
	Iteration 12Q: 3 clusters Score -8.362771e+07 nChanged 20453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 310832 members 
Entering Unmasked Estep 
Score: -83639968.000000 Penalty: 15981.643555
	Iteration 13Q: 3 clusters Score -8.363997e+07 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 322102 members 
Entering Unmasked Estep 
Score: -83649376.000000 Penalty: 15981.643555
	Iteration 14Q: 3 clusters Score -8.364938e+07 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131719 members 
Mstep: Class 2 contains 331632 members 
Entering Unmasked Estep 
Score: -83656520.000000 Penalty: 15981.643555
	Iteration 15Q: 3 clusters Score -8.365652e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 339978 members 
Entering Unmasked Estep 
Score: -83661632.000000 Penalty: 15981.643555
	Iteration 16Q: 3 clusters Score -8.366163e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 347885 members 
Entering Unmasked Estep 
Score: -83664480.000000 Penalty: 15981.643555
	Iteration 17Q: 3 clusters Score -8.366448e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 355739 members 
Entering Unmasked Estep 
Score: -83667464.000000 Penalty: 15981.643555
	Iteration 18Q: 3 clusters Score -8.366746e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 363555 members 
Entering Unmasked Estep 
Score: -83670272.000000 Penalty: 15981.643555
	Iteration 19Q: 3 clusters Score -8.367027e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 371466 members 
Entering Unmasked Estep 
Score: -83672872.000000 Penalty: 15981.643555
	Iteration 20F: 3 clusters Score -8.367287e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 379468 members 
Entering Unmasked Estep 
Score: -83675736.000000 Penalty: 15981.643555
	Iteration 21Q: 3 clusters Score -8.367574e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 387432 members 
Entering Unmasked Estep 
Score: -83678872.000000 Penalty: 15981.643555
	Iteration 22Q: 3 clusters Score -8.367887e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 395463 members 
Entering Unmasked Estep 
Score: -83682552.000000 Penalty: 15981.643555
	Iteration 23Q: 3 clusters Score -8.368255e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 403569 members 
Entering Unmasked Estep 
Score: -83686248.000000 Penalty: 15981.643555
	Iteration 24Q: 3 clusters Score -8.368625e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 411572 members 
Entering Unmasked Estep 
Score: -83690232.000000 Penalty: 15981.643555
	Iteration 25Q: 3 clusters Score -8.369023e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 419094 members 
Entering Unmasked Estep 
Score: -83694232.000000 Penalty: 15981.643555
	Iteration 26Q: 3 clusters Score -8.369423e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 426357 members 
Entering Unmasked Estep 
Score: -83699040.000000 Penalty: 15981.643555
	Iteration 27Q: 3 clusters Score -8.369904e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 433174 members 
Entering Unmasked Estep 
Score: -83702144.000000 Penalty: 15981.643555
	Iteration 28Q: 3 clusters Score -8.370214e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 439300 members 
Entering Unmasked Estep 
Score: -83705904.000000 Penalty: 15981.643555
	Iteration 29Q: 3 clusters Score -8.37059e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 444631 members 
Entering Unmasked Estep 
Score: -83708952.000000 Penalty: 15981.643555
	Iteration 30Q: 3 clusters Score -8.370895e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 449000 members 
Entering Unmasked Estep 
Score: -83710648.000000 Penalty: 15981.643555
	Iteration 31Q: 3 clusters Score -8.371065e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 452283 members 
Entering Unmasked Estep 
Score: -83712200.000000 Penalty: 15981.643555
	Iteration 32Q: 3 clusters Score -8.37122e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 454494 members 
Entering Unmasked Estep 
Score: -83712992.000000 Penalty: 15981.643555
	Iteration 33Q: 3 clusters Score -8.371299e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 455944 members 
Entering Unmasked Estep 
Score: -83713416.000000 Penalty: 15981.643555
	Iteration 34Q: 3 clusters Score -8.371342e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 456871 members 
Entering Unmasked Estep 
Score: -83713296.000000 Penalty: 15981.643555
	Iteration 35Q: 3 clusters Score -8.37133e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 457416 members 
Entering Unmasked Estep 
Score: -83713392.000000 Penalty: 15981.643555
	Iteration 36Q: 3 clusters Score -8.371339e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 457805 members 
Entering Unmasked Estep 
Score: -83713328.000000 Penalty: 15981.643555
	Iteration 37Q: 3 clusters Score -8.371333e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 458057 members 
Entering Unmasked Estep 
Score: -83713328.000000 Penalty: 15981.643555
	Iteration 38Q: 3 clusters Score -8.371333e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 458258 members 
Entering Unmasked Estep 
Score: -83713184.000000 Penalty: 15981.643555
	Iteration 39Q: 3 clusters Score -8.371318e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 458389 members 
Entering Unmasked Estep 
Score: -83713272.000000 Penalty: 15981.643555
	Iteration 40F: 3 clusters Score -8.371327e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 458486 members 
Entering Unmasked Estep 
Score: -83713232.000000 Penalty: 15981.643555
	Iteration 41Q: 3 clusters Score -8.371323e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 458570 members 
Entering Unmasked Estep 
Score: -83713304.000000 Penalty: 15981.643555
	Iteration 42Q: 3 clusters Score -8.37133e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 458633 members 
Entering Unmasked Estep 
Score: -83713392.000000 Penalty: 15981.643555
	Iteration 43Q: 3 clusters Score -8.371339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 458684 members 
Entering Unmasked Estep 
Score: -83713272.000000 Penalty: 15981.643555
	Iteration 44Q: 3 clusters Score -8.371327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 458712 members 
Entering Unmasked Estep 
Score: -83713368.000000 Penalty: 15981.643555
	Iteration 45Q: 3 clusters Score -8.371337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 458734 members 
Entering Unmasked Estep 
Score: -83713360.000000 Penalty: 15981.643555
	Iteration 46Q: 3 clusters Score -8.371336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 458753 members 
Entering Unmasked Estep 
Score: -83713384.000000 Penalty: 15981.643555
	Iteration 47Q: 3 clusters Score -8.371338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 458781 members 
Entering Unmasked Estep 
Score: -83713384.000000 Penalty: 15981.643555
	Iteration 48Q: 3 clusters Score -8.371338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 458795 members 
Entering Unmasked Estep 
Score: -83713376.000000 Penalty: 15981.643555
	Iteration 49Q: 3 clusters Score -8.371338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 458811 members 
Entering Unmasked Estep 
Score: -83713312.000000 Penalty: 15981.643555
	Iteration 50Q: 3 clusters Score -8.371331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 458821 members 
Entering Unmasked Estep 
Score: -83713312.000000 Penalty: 15981.643555
	Iteration 51Q: 3 clusters Score -8.371331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 458832 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 52Q: 3 clusters Score -8.371334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 458844 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 53Q: 3 clusters Score -8.371334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 458849 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 54Q: 3 clusters Score -8.371334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 458854 members 
Entering Unmasked Estep 
Score: -83713312.000000 Penalty: 15981.643555
	Iteration 55Q: 3 clusters Score -8.371331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 458863 members 
Entering Unmasked Estep 
Score: -83713360.000000 Penalty: 15981.643555
	Iteration 56Q: 3 clusters Score -8.371336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 458872 members 
Entering Unmasked Estep 
Score: -83713320.000000 Penalty: 15981.643555
	Iteration 57Q: 3 clusters Score -8.371332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 458877 members 
Entering Unmasked Estep 
Score: -83713328.000000 Penalty: 15981.643555
	Iteration 58Q: 3 clusters Score -8.371333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 458881 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 59Q: 3 clusters Score -8.371334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 458885 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 60F: 3 clusters Score -8.371334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 458887 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 61Q: 3 clusters Score -8.371334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 458890 members 
Entering Unmasked Estep 
Score: -83713304.000000 Penalty: 15981.643555
	Iteration 62Q: 3 clusters Score -8.37133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 458893 members 
Entering Unmasked Estep 
Score: -83713320.000000 Penalty: 15981.643555
	Iteration 63Q: 3 clusters Score -8.371332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 458898 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 64Q: 3 clusters Score -8.371334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 458899 members 
Entering Unmasked Estep 
Score: -83713336.000000 Penalty: 15981.643555
	Iteration 65Q: 3 clusters Score -8.371334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 458898 members 
Entering Unmasked Estep 
Score: -83713352.000000 Penalty: 15981.643555
	Iteration 66Q: 3 clusters Score -8.371335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 458899 members 
Entering Unmasked Estep 
Score: -83713344.000000 Penalty: 15981.643555
	Iteration 67Q: 3 clusters Score -8.371334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 458900 members 
Entering Unmasked Estep 
Score: -83713352.000000 Penalty: 15981.643555
	Iteration 68Q: 3 clusters Score -8.371335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 458899 members 
Entering Unmasked Estep 
Score: -83713352.000000 Penalty: 15981.643555
	Iteration 69Q: 3 clusters Score -8.371335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 458900 members 
Entering Unmasked Estep 
Score: -83713360.000000 Penalty: 15981.643555
	Iteration 70Q: 3 clusters Score -8.371336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 458901 members 
Entering Unmasked Estep 
Score: -83713368.000000 Penalty: 15981.643555
	Iteration 71Q: 3 clusters Score -8.371337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 458902 members 
Entering Unmasked Estep 
Score: -83713352.000000 Penalty: 15981.643555
	Iteration 72Q: 3 clusters Score -8.371335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 458902 members 
Entering Unmasked Estep 
Score: -83713352.000000 Penalty: 15981.643555
	Iteration 73F: 3 clusters Score -8.371335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -156110.093750 Penalty: 4255.022949
	Iteration 0F: 2 clusters Score -156110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151994.312500 Penalty: 8510.045898
	Iteration 0F: 3 clusters Score -151994.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152479.843750 Penalty: 8510.045898
	Iteration 1F: 3 clusters Score -152479.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152733.609375 Penalty: 8510.045898
	Iteration 2F: 3 clusters Score -152733.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152887.031250 Penalty: 8510.045898
	Iteration 3Q: 3 clusters Score -152887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153081.593750 Penalty: 8510.045898
	Iteration 4Q: 3 clusters Score -153081.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -153492.703125 Penalty: 8510.045898
	Iteration 5Q: 3 clusters Score -153492.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153740.515625 Penalty: 8510.045898
	Iteration 6Q: 3 clusters Score -153740.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153967.859375 Penalty: 8510.045898
	Iteration 7Q: 3 clusters Score -153967.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154072.031250 Penalty: 8510.045898
	Iteration 8Q: 3 clusters Score -154072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154146.515625 Penalty: 8510.045898
	Iteration 9Q: 3 clusters Score -154146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154174.015625 Penalty: 8510.045898
	Iteration 10Q: 3 clusters Score -154174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154188.859375 Penalty: 8510.045898
	Iteration 11Q: 3 clusters Score -154188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154206.984375 Penalty: 8510.045898
	Iteration 12Q: 3 clusters Score -154207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154220.421875 Penalty: 8510.045898
	Iteration 13Q: 3 clusters Score -154220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154224.437500 Penalty: 8510.045898
	Iteration 14Q: 3 clusters Score -154224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154232.125000 Penalty: 8510.045898
	Iteration 15Q: 3 clusters Score -154232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154236.484375 Penalty: 8510.045898
	Iteration 16Q: 3 clusters Score -154236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -154239.984375 Penalty: 8510.045898
	Iteration 17Q: 3 clusters Score -154240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154246.734375 Penalty: 8510.045898
	Iteration 18Q: 3 clusters Score -154246.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154254.468750 Penalty: 8510.045898
	Iteration 19Q: 3 clusters Score -154254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154265.796875 Penalty: 8510.045898
	Iteration 20F: 3 clusters Score -154265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154271.109375 Penalty: 8510.045898
	Iteration 21Q: 3 clusters Score -154271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -154278.593750 Penalty: 8510.045898
	Iteration 22Q: 3 clusters Score -154278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -154278.593750 Penalty: 8510.045898
	Iteration 23F: 3 clusters Score -154278.6 nChanged 0
--- Evaluating fit on full set of 3840322 points ---
Entering Unmasked Estep 
Score: -694318464.000000 Penalty: 278584.593750
23->31 Clusters: Score -694318464.000000, best is -694511360.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1280107 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 55423 members 
Mstep: Class 3 contains 55209 members 
Mstep: Class 4 contains 55173 members 
Mstep: Class 5 contains 55441 members 
Mstep: Class 6 contains 55285 members 
Mstep: Class 7 contains 56021 members 
Mstep: Class 8 contains 55539 members 
Mstep: Class 9 contains 55478 members 
Mstep: Class 10 contains 55716 members 
Mstep: Class 11 contains 55836 members 
Mstep: Class 12 contains 55883 members 
Mstep: Class 13 contains 55754 members 
Mstep: Class 14 contains 55907 members 
Mstep: Class 15 contains 55420 members 
Mstep: Class 16 contains 55806 members 
Mstep: Class 17 contains 56035 members 
Mstep: Class 18 contains 56112 members 
Mstep: Class 19 contains 55940 members 
Mstep: Class 20 contains 55647 members 
Mstep: Class 21 contains 55690 members 
Mstep: Class 22 contains 55259 members 
Mstep: Class 23 contains 55410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 740.539490 but Gain 8613.250000
Score: -215988768.000000 Penalty: 189491.578125
Iteration 0F: 23 clusters Score -2.159888e+08 nChanged 1217981
Entering Unmasked Mstep 
Mstep: Class 0 contains 5385 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 397844 members 
Mstep: Class 3 contains 68548 members 
Mstep: Class 4 contains 12602 members 
Mstep: Class 5 contains 24261 members 
Mstep: Class 7 contains 43907 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 19163 members 
Mstep: Class 10 contains 11013 members 
Mstep: Class 11 contains 34488 members 
Mstep: Class 12 contains 37017 members 
Mstep: Class 13 contains 42597 members 
Mstep: Class 14 contains 20529 members 
Mstep: Class 15 contains 44139 members 
Mstep: Class 16 contains 58792 members 
Mstep: Class 17 contains 9963 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 147879 members 
Mstep: Class 20 contains 28763 members 
Mstep: Class 21 contains 150273 members 
Mstep: Class 22 contains 40912 members 
Mstep: Class 23 contains 10628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3983.997314 but Gain 8613.265625
Score: -223327264.000000 Penalty: 180878.312500
Iteration 1F: 22 clusters Score -2.233273e+08 nChanged 471925
Entering Unmasked Mstep 
Mstep: Class 0 contains 4691 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 543543 members 
Mstep: Class 3 contains 53582 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 31729 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 21964 members 
Mstep: Class 11 contains 23450 members 
Mstep: Class 12 contains 25989 members 
Mstep: Class 13 contains 26703 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 33848 members 
Mstep: Class 16 contains 45883 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 23318 members 
Mstep: Class 19 contains 135576 members 
Mstep: Class 20 contains 15729 members 
Mstep: Class 21 contains 164637 members 
Mstep: Class 22 contains 22535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 7630.928711 but Gain 8613.250000
Score: -224376480.000000 Penalty: 172265.062500
Iteration 2F: 21 clusters Score -2.243765e+08 nChanged 328716
Entering Unmasked Mstep 
Mstep: Class 0 contains 4109 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 592635 members 
Mstep: Class 3 contains 39073 members 
Mstep: Class 4 contains 13288 members 
Mstep: Class 5 contains 43753 members 
Mstep: Class 7 contains 40898 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 10 contains 42942 members 
Mstep: Class 11 contains 14338 members 
Mstep: Class 12 contains 32559 members 
Mstep: Class 13 contains 23609 members 
Mstep: Class 15 contains 43297 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 1989 members 
Mstep: Class 18 contains 26826 members 
Mstep: Class 19 contains 97282 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 168789 members 
Mstep: Class 22 contains 20231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224868528.000000 Penalty: 172265.062500
Iteration 3F: 21 clusters Score -2.248685e+08 nChanged 237849
Entering Unmasked Mstep 
Mstep: Class 0 contains 3606 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 550115 members 
Mstep: Class 3 contains 33740 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 41878 members 
Mstep: Class 7 contains 38486 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 59336 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 49862 members 
Mstep: Class 13 contains 26803 members 
Mstep: Class 15 contains 58073 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 34026 members 
Mstep: Class 19 contains 75588 members 
Mstep: Class 20 contains 9414 members 
Mstep: Class 21 contains 190297 members 
Mstep: Class 22 contains 25088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225473696.000000 Penalty: 172265.062500
Iteration 4F: 21 clusters Score -2.254737e+08 nChanged 192639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1414 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 486017 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 33935 members 
Mstep: Class 7 contains 37001 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 67411 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 69856 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 15 contains 70323 members 
Mstep: Class 16 contains 30690 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 40565 members 
Mstep: Class 19 contains 72678 members 
Mstep: Class 20 contains 8348 members 
Mstep: Class 21 contains 221605 members 
Mstep: Class 22 contains 29771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972400.000000 Penalty: 172265.062500
Iteration 5F: 21 clusters Score -2.259724e+08 nChanged 151651
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 434740 members 
Mstep: Class 3 contains 35455 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 30628 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 3895 members 
Mstep: Class 10 contains 66615 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 86958 members 
Mstep: Class 13 contains 31434 members 
Mstep: Class 15 contains 78377 members 
Mstep: Class 16 contains 25545 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 46032 members 
Mstep: Class 19 contains 79033 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 246505 members 
Mstep: Class 22 contains 30598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226174768.000000 Penalty: 172265.062500
Iteration 6F: 21 clusters Score -2.261748e+08 nChanged 121618
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 395863 members 
Mstep: Class 3 contains 41872 members 
Mstep: Class 4 contains 11993 members 
Mstep: Class 5 contains 27135 members 
Mstep: Class 7 contains 34488 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 63988 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 101805 members 
Mstep: Class 13 contains 31605 members 
Mstep: Class 15 contains 82756 members 
Mstep: Class 16 contains 20758 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 50288 members 
Mstep: Class 19 contains 88847 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 263859 members 
Mstep: Class 22 contains 28333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226268288.000000 Penalty: 172265.062500
Iteration 7F: 21 clusters Score -2.262683e+08 nChanged 102304
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 356828 members 
Mstep: Class 3 contains 48793 members 
Mstep: Class 4 contains 11989 members 
Mstep: Class 5 contains 23991 members 
Mstep: Class 7 contains 34000 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 61088 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 115574 members 
Mstep: Class 13 contains 31610 members 
Mstep: Class 15 contains 85412 members 
Mstep: Class 16 contains 17193 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 53554 members 
Mstep: Class 19 contains 101428 members 
Mstep: Class 20 contains 6969 members 
Mstep: Class 21 contains 280202 members 
Mstep: Class 22 contains 25029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226340320.000000 Penalty: 172265.062500
Iteration 8F: 21 clusters Score -2.263403e+08 nChanged 86384
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 318809 members 
Mstep: Class 3 contains 54268 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 21311 members 
Mstep: Class 7 contains 33689 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 58425 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 128049 members 
Mstep: Class 13 contains 31516 members 
Mstep: Class 15 contains 87137 members 
Mstep: Class 16 contains 14575 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 56160 members 
Mstep: Class 19 contains 114632 members 
Mstep: Class 20 contains 7441 members 
Mstep: Class 21 contains 296514 members 
Mstep: Class 22 contains 22023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226396816.000000 Penalty: 172265.062500
Iteration 9F: 21 clusters Score -2.263968e+08 nChanged 73942
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 283638 members 
Mstep: Class 3 contains 58224 members 
Mstep: Class 4 contains 11639 members 
Mstep: Class 5 contains 18986 members 
Mstep: Class 7 contains 33443 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 56058 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 138870 members 
Mstep: Class 13 contains 31564 members 
Mstep: Class 15 contains 88188 members 
Mstep: Class 16 contains 12779 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 58131 members 
Mstep: Class 19 contains 127397 members 
Mstep: Class 20 contains 7683 members 
Mstep: Class 21 contains 312017 members 
Mstep: Class 22 contains 19345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226451600.000000 Penalty: 172265.062500
Iteration 10F: 21 clusters Score -2.264516e+08 nChanged 65107
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 251519 members 
Mstep: Class 3 contains 61146 members 
Mstep: Class 4 contains 11531 members 
Mstep: Class 5 contains 17045 members 
Mstep: Class 7 contains 34676 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 54129 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 148137 members 
Mstep: Class 13 contains 31674 members 
Mstep: Class 15 contains 88099 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 59762 members 
Mstep: Class 19 contains 138793 members 
Mstep: Class 20 contains 7924 members 
Mstep: Class 21 contains 325967 members 
Mstep: Class 22 contains 17105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226486176.000000 Penalty: 172265.062500
Iteration 11F: 21 clusters Score -2.264862e+08 nChanged 57452
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 223235 members 
Mstep: Class 3 contains 63293 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 15417 members 
Mstep: Class 7 contains 36102 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 52631 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 156126 members 
Mstep: Class 13 contains 31861 members 
Mstep: Class 15 contains 87778 members 
Mstep: Class 16 contains 10888 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 61196 members 
Mstep: Class 19 contains 148506 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 21 contains 337790 members 
Mstep: Class 22 contains 15218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226517136.000000 Penalty: 172265.062500
Iteration 12Q: 21 clusters Score -2.265171e+08 nChanged 50277
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 200252 members 
Mstep: Class 3 contains 64807 members 
Mstep: Class 4 contains 12598 members 
Mstep: Class 5 contains 14070 members 
Mstep: Class 7 contains 37147 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 51697 members 
Mstep: Class 11 contains 4743 members 
Mstep: Class 12 contains 162794 members 
Mstep: Class 13 contains 32151 members 
Mstep: Class 15 contains 87603 members 
Mstep: Class 16 contains 10591 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 62517 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 8091 members 
Mstep: Class 21 contains 346621 members 
Mstep: Class 22 contains 13665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 8573.332031 but Gain 8613.250000
Score: -226548992.000000 Penalty: 163651.812500
Iteration 13Q: 20 clusters Score -2.26549e+08 nChanged 50324
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 181954 members 
Mstep: Class 3 contains 66193 members 
Mstep: Class 4 contains 15090 members 
Mstep: Class 5 contains 12959 members 
Mstep: Class 7 contains 37939 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 51132 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 168635 members 
Mstep: Class 13 contains 34067 members 
Mstep: Class 15 contains 87656 members 
Mstep: Class 16 contains 10450 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 64414 members 
Mstep: Class 19 contains 161859 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 21 contains 352976 members 
Mstep: Class 22 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226606512.000000 Penalty: 163651.812500
Iteration 14Q: 20 clusters Score -2.266065e+08 nChanged 42081
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 166916 members 
Mstep: Class 3 contains 67151 members 
Mstep: Class 4 contains 17637 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 7 contains 38483 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 50819 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 173751 members 
Mstep: Class 13 contains 34552 members 
Mstep: Class 15 contains 87693 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 65335 members 
Mstep: Class 19 contains 164927 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 357272 members 
Mstep: Class 22 contains 11279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226651392.000000 Penalty: 163651.812500
Iteration 15Q: 20 clusters Score -2.266514e+08 nChanged 35628
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 155136 members 
Mstep: Class 3 contains 68251 members 
Mstep: Class 4 contains 17394 members 
Mstep: Class 5 contains 11230 members 
Mstep: Class 7 contains 38809 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 50737 members 
Mstep: Class 11 contains 4736 members 
Mstep: Class 12 contains 178173 members 
Mstep: Class 13 contains 34880 members 
Mstep: Class 15 contains 87944 members 
Mstep: Class 16 contains 9793 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 66087 members 
Mstep: Class 19 contains 168835 members 
Mstep: Class 20 contains 7956 members 
Mstep: Class 21 contains 360457 members 
Mstep: Class 22 contains 10147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226663232.000000 Penalty: 163651.812500
Iteration 16Q: 20 clusters Score -2.266632e+08 nChanged 28981
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 145684 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 16537 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 7 contains 39038 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 50751 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 182170 members 
Mstep: Class 13 contains 35477 members 
Mstep: Class 15 contains 88437 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 66811 members 
Mstep: Class 19 contains 171322 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 362749 members 
Mstep: Class 22 contains 9285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226669536.000000 Penalty: 163651.812500
Iteration 17Q: 20 clusters Score -2.266695e+08 nChanged 24676
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 137131 members 
Mstep: Class 3 contains 70201 members 
Mstep: Class 4 contains 15597 members 
Mstep: Class 5 contains 10072 members 
Mstep: Class 7 contains 39215 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 50891 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 185960 members 
Mstep: Class 13 contains 36180 members 
Mstep: Class 15 contains 89026 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 67358 members 
Mstep: Class 19 contains 172932 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 364972 members 
Mstep: Class 22 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226675824.000000 Penalty: 163651.812500
Iteration 18Q: 20 clusters Score -2.266758e+08 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 129487 members 
Mstep: Class 3 contains 71104 members 
Mstep: Class 4 contains 14739 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 7 contains 39344 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 51084 members 
Mstep: Class 11 contains 5215 members 
Mstep: Class 12 contains 189588 members 
Mstep: Class 13 contains 36828 members 
Mstep: Class 15 contains 89500 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 67832 members 
Mstep: Class 19 contains 174027 members 
Mstep: Class 20 contains 7667 members 
Mstep: Class 21 contains 366871 members 
Mstep: Class 22 contains 8261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226681376.000000 Penalty: 163651.812500
Iteration 19Q: 20 clusters Score -2.266814e+08 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 122415 members 
Mstep: Class 3 contains 71960 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 9261 members 
Mstep: Class 7 contains 39418 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 51331 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 193118 members 
Mstep: Class 13 contains 37489 members 
Mstep: Class 15 contains 89883 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 68191 members 
Mstep: Class 19 contains 174777 members 
Mstep: Class 20 contains 7540 members 
Mstep: Class 21 contains 368536 members 
Mstep: Class 22 contains 7964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226686816.000000 Penalty: 163651.812500
Iteration 20F: 20 clusters Score -2.266868e+08 nChanged 18043
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 115890 members 
Mstep: Class 3 contains 72869 members 
Mstep: Class 4 contains 13119 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 7 contains 39432 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 51472 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 196676 members 
Mstep: Class 13 contains 38207 members 
Mstep: Class 15 contains 90145 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 68534 members 
Mstep: Class 19 contains 175273 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 369703 members 
Mstep: Class 22 contains 7792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226692352.000000 Penalty: 163651.812500
Iteration 21Q: 20 clusters Score -2.266924e+08 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 109835 members 
Mstep: Class 3 contains 73755 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 8747 members 
Mstep: Class 7 contains 39398 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 3123 members 
Mstep: Class 10 contains 51597 members 
Mstep: Class 11 contains 6031 members 
Mstep: Class 12 contains 200311 members 
Mstep: Class 13 contains 38997 members 
Mstep: Class 15 contains 90289 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 68812 members 
Mstep: Class 19 contains 175643 members 
Mstep: Class 20 contains 7375 members 
Mstep: Class 21 contains 370773 members 
Mstep: Class 22 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226696624.000000 Penalty: 163651.812500
Iteration 22Q: 20 clusters Score -2.266966e+08 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 104138 members 
Mstep: Class 3 contains 74617 members 
Mstep: Class 4 contains 11439 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 7 contains 39358 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 3118 members 
Mstep: Class 10 contains 51700 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 204113 members 
Mstep: Class 13 contains 39773 members 
Mstep: Class 15 contains 90266 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 69072 members 
Mstep: Class 19 contains 175968 members 
Mstep: Class 20 contains 7197 members 
Mstep: Class 21 contains 371543 members 
Mstep: Class 22 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226700880.000000 Penalty: 163651.812500
Iteration 23Q: 20 clusters Score -2.267009e+08 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 98815 members 
Mstep: Class 3 contains 75547 members 
Mstep: Class 4 contains 10665 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 3116 members 
Mstep: Class 10 contains 51826 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 207942 members 
Mstep: Class 13 contains 40476 members 
Mstep: Class 15 contains 90100 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 69339 members 
Mstep: Class 19 contains 176316 members 
Mstep: Class 20 contains 7068 members 
Mstep: Class 21 contains 371956 members 
Mstep: Class 22 contains 7528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226707632.000000 Penalty: 163651.812500
Iteration 24Q: 20 clusters Score -2.267076e+08 nChanged 15031
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 94007 members 
Mstep: Class 3 contains 76479 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 5 contains 8408 members 
Mstep: Class 7 contains 39169 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 51972 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 211806 members 
Mstep: Class 13 contains 40913 members 
Mstep: Class 15 contains 89693 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 69527 members 
Mstep: Class 19 contains 176647 members 
Mstep: Class 20 contains 6979 members 
Mstep: Class 21 contains 371981 members 
Mstep: Class 22 contains 7481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226713088.000000 Penalty: 163651.812500
Iteration 25Q: 20 clusters Score -2.267131e+08 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 89470 members 
Mstep: Class 3 contains 77337 members 
Mstep: Class 4 contains 10191 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 7 contains 39077 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 52115 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 215771 members 
Mstep: Class 13 contains 40912 members 
Mstep: Class 15 contains 89343 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 69722 members 
Mstep: Class 19 contains 176909 members 
Mstep: Class 20 contains 6920 members 
Mstep: Class 21 contains 371677 members 
Mstep: Class 22 contains 7468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226715216.000000 Penalty: 163651.812500
Iteration 26Q: 20 clusters Score -2.267152e+08 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 85310 members 
Mstep: Class 3 contains 78211 members 
Mstep: Class 4 contains 10177 members 
Mstep: Class 5 contains 8502 members 
Mstep: Class 7 contains 39004 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 52215 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 219733 members 
Mstep: Class 13 contains 40842 members 
Mstep: Class 15 contains 89036 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 69893 members 
Mstep: Class 19 contains 177103 members 
Mstep: Class 20 contains 6884 members 
Mstep: Class 21 contains 370931 members 
Mstep: Class 22 contains 7488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226717056.000000 Penalty: 163651.812500
Iteration 27Q: 20 clusters Score -2.267171e+08 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 81506 members 
Mstep: Class 3 contains 78996 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 8637 members 
Mstep: Class 7 contains 38932 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 52276 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 223843 members 
Mstep: Class 13 contains 40702 members 
Mstep: Class 15 contains 88815 members 
Mstep: Class 16 contains 8177 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 70059 members 
Mstep: Class 19 contains 177280 members 
Mstep: Class 20 contains 6830 members 
Mstep: Class 21 contains 369808 members 
Mstep: Class 22 contains 7491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226719376.000000 Penalty: 163651.812500
Iteration 28Q: 20 clusters Score -2.267194e+08 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 78053 members 
Mstep: Class 3 contains 79771 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 8807 members 
Mstep: Class 7 contains 38872 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 52395 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 227992 members 
Mstep: Class 13 contains 40586 members 
Mstep: Class 15 contains 88642 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 70211 members 
Mstep: Class 19 contains 177397 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 368206 members 
Mstep: Class 22 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226720912.000000 Penalty: 163651.812500
Iteration 29Q: 20 clusters Score -2.267209e+08 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 75297 members 
Mstep: Class 3 contains 80465 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 8974 members 
Mstep: Class 7 contains 38813 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 52528 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 232184 members 
Mstep: Class 13 contains 40419 members 
Mstep: Class 15 contains 88508 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 70353 members 
Mstep: Class 19 contains 177532 members 
Mstep: Class 20 contains 6740 members 
Mstep: Class 21 contains 365914 members 
Mstep: Class 22 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226721920.000000 Penalty: 163651.812500
Iteration 30Q: 20 clusters Score -2.267219e+08 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 73161 members 
Mstep: Class 3 contains 81109 members 
Mstep: Class 4 contains 10173 members 
Mstep: Class 5 contains 9129 members 
Mstep: Class 7 contains 38725 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 10 contains 52658 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 236249 members 
Mstep: Class 13 contains 40220 members 
Mstep: Class 15 contains 88341 members 
Mstep: Class 16 contains 7872 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 70445 members 
Mstep: Class 19 contains 177667 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 363320 members 
Mstep: Class 22 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226724160.000000 Penalty: 163651.812500
Iteration 31Q: 20 clusters Score -2.267242e+08 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 2 contains 71741 members 
Mstep: Class 3 contains 81664 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 9314 members 
Mstep: Class 7 contains 38663 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 10 contains 52755 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 240217 members 
Mstep: Class 13 contains 40037 members 
Mstep: Class 15 contains 88146 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 3936 members 
Mstep: Class 18 contains 70544 members 
Mstep: Class 19 contains 177804 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 360198 members 
Mstep: Class 22 contains 7514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226725376.000000 Penalty: 163651.812500
Iteration 32Q: 20 clusters Score -2.267254e+08 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 70819 members 
Mstep: Class 3 contains 82145 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 9501 members 
Mstep: Class 7 contains 38618 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 52836 members 
Mstep: Class 11 contains 7086 members 
Mstep: Class 12 contains 244159 members 
Mstep: Class 13 contains 39825 members 
Mstep: Class 15 contains 87995 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 70655 members 
Mstep: Class 19 contains 177942 members 
Mstep: Class 20 contains 6633 members 
Mstep: Class 21 contains 356667 members 
Mstep: Class 22 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226725696.000000 Penalty: 163651.812500
Iteration 33Q: 20 clusters Score -2.267257e+08 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 70152 members 
Mstep: Class 3 contains 82643 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 7 contains 38595 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 52888 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 248113 members 
Mstep: Class 13 contains 39603 members 
Mstep: Class 15 contains 87854 members 
Mstep: Class 16 contains 7596 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 70745 members 
Mstep: Class 19 contains 178086 members 
Mstep: Class 20 contains 6610 members 
Mstep: Class 21 contains 352874 members 
Mstep: Class 22 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226726272.000000 Penalty: 163651.812500
Iteration 34Q: 20 clusters Score -2.267263e+08 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 69609 members 
Mstep: Class 3 contains 83064 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 7 contains 38566 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 52951 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 252387 members 
Mstep: Class 13 contains 39471 members 
Mstep: Class 15 contains 87691 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 70796 members 
Mstep: Class 19 contains 178220 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 348678 members 
Mstep: Class 22 contains 7515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226726496.000000 Penalty: 163651.812500
Iteration 35Q: 20 clusters Score -2.267265e+08 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 69188 members 
Mstep: Class 3 contains 83492 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 7 contains 38539 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3099 members 
Mstep: Class 10 contains 52959 members 
Mstep: Class 11 contains 7196 members 
Mstep: Class 12 contains 257004 members 
Mstep: Class 13 contains 39336 members 
Mstep: Class 15 contains 87499 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 70804 members 
Mstep: Class 19 contains 178339 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 344092 members 
Mstep: Class 22 contains 7522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226727120.000000 Penalty: 163651.812500
Iteration 36Q: 20 clusters Score -2.267271e+08 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 68728 members 
Mstep: Class 3 contains 83942 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 10296 members 
Mstep: Class 7 contains 38483 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 52962 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 262024 members 
Mstep: Class 13 contains 39209 members 
Mstep: Class 15 contains 87271 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 4035 members 
Mstep: Class 18 contains 70757 members 
Mstep: Class 19 contains 178486 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 339263 members 
Mstep: Class 22 contains 7522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226728704.000000 Penalty: 163651.812500
Iteration 37Q: 20 clusters Score -2.267287e+08 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 68273 members 
Mstep: Class 3 contains 84368 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 5 contains 10493 members 
Mstep: Class 7 contains 38462 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 52985 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 267168 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 15 contains 87015 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 4091 members 
Mstep: Class 18 contains 70678 members 
Mstep: Class 19 contains 178623 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 334288 members 
Mstep: Class 22 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226729264.000000 Penalty: 163651.812500
Iteration 38Q: 20 clusters Score -2.267293e+08 nChanged 9497
Entering ConstructFrom: 
Score: -226729264.000000 Penalty: 163651.812500
Entering ConstructFrom: 
Trying to split cluster 2 (67797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Entering Unmasked Estep 
Score: -12295458.000000 Penalty: 6813.617188
	Iteration 0F: 2 clusters Score -1.229546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -12248480.000000 Penalty: 13627.234375
	Iteration 0F: 3 clusters Score -1.224848e+07 nChanged 30184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -12264520.000000 Penalty: 13627.234375
	Iteration 1F: 3 clusters Score -1.226452e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -12265559.000000 Penalty: 13627.234375
	Iteration 2Q: 3 clusters Score -1.226556e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -12266340.000000 Penalty: 13627.234375
	Iteration 3Q: 3 clusters Score -1.226634e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -12267094.000000 Penalty: 13627.234375
	Iteration 4Q: 3 clusters Score -1.226709e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -12267845.000000 Penalty: 13627.234375
	Iteration 5Q: 3 clusters Score -1.226784e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -12268637.000000 Penalty: 13627.234375
	Iteration 6Q: 3 clusters Score -1.226864e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -12269424.000000 Penalty: 13627.234375
	Iteration 7Q: 3 clusters Score -1.226942e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -12270467.000000 Penalty: 13627.234375
	Iteration 8Q: 3 clusters Score -1.227047e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -12271751.000000 Penalty: 13627.234375
	Iteration 9Q: 3 clusters Score -1.227175e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -12273102.000000 Penalty: 13627.234375
	Iteration 10Q: 3 clusters Score -1.22731e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -12274845.000000 Penalty: 13627.234375
	Iteration 11Q: 3 clusters Score -1.227484e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -12276640.000000 Penalty: 13627.234375
	Iteration 12Q: 3 clusters Score -1.227664e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -12278567.000000 Penalty: 13627.234375
	Iteration 13Q: 3 clusters Score -1.227857e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -12280509.000000 Penalty: 13627.234375
	Iteration 14Q: 3 clusters Score -1.228051e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -12281970.000000 Penalty: 13627.234375
	Iteration 15Q: 3 clusters Score -1.228197e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -12283002.000000 Penalty: 13627.234375
	Iteration 16Q: 3 clusters Score -1.2283e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -12283640.000000 Penalty: 13627.234375
	Iteration 17Q: 3 clusters Score -1.228364e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -12284035.000000 Penalty: 13627.234375
	Iteration 18Q: 3 clusters Score -1.228404e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -12284280.000000 Penalty: 13627.234375
	Iteration 19Q: 3 clusters Score -1.228428e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -12284608.000000 Penalty: 13627.234375
	Iteration 20F: 3 clusters Score -1.228461e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -12284887.000000 Penalty: 13627.234375
	Iteration 21Q: 3 clusters Score -1.228489e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -12285210.000000 Penalty: 13627.234375
	Iteration 22Q: 3 clusters Score -1.228521e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -12285484.000000 Penalty: 13627.234375
	Iteration 23Q: 3 clusters Score -1.228548e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -12285806.000000 Penalty: 13627.234375
	Iteration 24Q: 3 clusters Score -1.228581e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -12286171.000000 Penalty: 13627.234375
	Iteration 25Q: 3 clusters Score -1.228617e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -12286532.000000 Penalty: 13627.234375
	Iteration 26Q: 3 clusters Score -1.228653e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -12286871.000000 Penalty: 13627.234375
	Iteration 27Q: 3 clusters Score -1.228687e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -12287213.000000 Penalty: 13627.234375
	Iteration 28Q: 3 clusters Score -1.228721e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -12287579.000000 Penalty: 13627.234375
	Iteration 29Q: 3 clusters Score -1.228758e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -12288006.000000 Penalty: 13627.234375
	Iteration 30Q: 3 clusters Score -1.228801e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -12288435.000000 Penalty: 13627.234375
	Iteration 31Q: 3 clusters Score -1.228844e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -12288710.000000 Penalty: 13627.234375
	Iteration 32Q: 3 clusters Score -1.228871e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -12289001.000000 Penalty: 13627.234375
	Iteration 33Q: 3 clusters Score -1.2289e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -12289247.000000 Penalty: 13627.234375
	Iteration 34Q: 3 clusters Score -1.228925e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -12289473.000000 Penalty: 13627.234375
	Iteration 35Q: 3 clusters Score -1.228947e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -12289672.000000 Penalty: 13627.234375
	Iteration 36Q: 3 clusters Score -1.228967e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -12289819.000000 Penalty: 13627.234375
	Iteration 37Q: 3 clusters Score -1.228982e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -12290073.000000 Penalty: 13627.234375
	Iteration 38Q: 3 clusters Score -1.229007e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -12290298.000000 Penalty: 13627.234375
	Iteration 39Q: 3 clusters Score -1.22903e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -12290645.000000 Penalty: 13627.234375
	Iteration 40F: 3 clusters Score -1.229064e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -12291017.000000 Penalty: 13627.234375
	Iteration 41Q: 3 clusters Score -1.229102e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -12291213.000000 Penalty: 13627.234375
	Iteration 42Q: 3 clusters Score -1.229121e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -12291481.000000 Penalty: 13627.234375
	Iteration 43Q: 3 clusters Score -1.229148e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -12291706.000000 Penalty: 13627.234375
	Iteration 44Q: 3 clusters Score -1.229171e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -12291868.000000 Penalty: 13627.234375
	Iteration 45Q: 3 clusters Score -1.229187e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -12292032.000000 Penalty: 13627.234375
	Iteration 46Q: 3 clusters Score -1.229203e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -12292161.000000 Penalty: 13627.234375
	Iteration 47Q: 3 clusters Score -1.229216e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -12292200.000000 Penalty: 13627.234375
	Iteration 48Q: 3 clusters Score -1.22922e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -12292247.000000 Penalty: 13627.234375
	Iteration 49Q: 3 clusters Score -1.229225e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -12292264.000000 Penalty: 13627.234375
	Iteration 50Q: 3 clusters Score -1.229226e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -12292307.000000 Penalty: 13627.234375
	Iteration 51Q: 3 clusters Score -1.229231e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -12292339.000000 Penalty: 13627.234375
	Iteration 52Q: 3 clusters Score -1.229234e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -12292327.000000 Penalty: 13627.234375
	Iteration 53Q: 3 clusters Score -1.229233e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -12292349.000000 Penalty: 13627.234375
	Iteration 54Q: 3 clusters Score -1.229235e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -12292334.000000 Penalty: 13627.234375
	Iteration 55Q: 3 clusters Score -1.229233e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -12292393.000000 Penalty: 13627.234375
	Iteration 56Q: 3 clusters Score -1.229239e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -12292366.000000 Penalty: 13627.234375
	Iteration 57Q: 3 clusters Score -1.229237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -12292403.000000 Penalty: 13627.234375
	Iteration 58Q: 3 clusters Score -1.22924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -12292415.000000 Penalty: 13627.234375
	Iteration 59Q: 3 clusters Score -1.229242e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -12292410.000000 Penalty: 13627.234375
	Iteration 60F: 3 clusters Score -1.229241e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -12292421.000000 Penalty: 13627.234375
	Iteration 61Q: 3 clusters Score -1.229242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -12292409.000000 Penalty: 13627.234375
	Iteration 62Q: 3 clusters Score -1.229241e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -12292410.000000 Penalty: 13627.234375
	Iteration 63Q: 3 clusters Score -1.229241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -12292421.000000 Penalty: 13627.234375
	Iteration 64Q: 3 clusters Score -1.229242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -12292409.000000 Penalty: 13627.234375
	Iteration 65Q: 3 clusters Score -1.229241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -12292437.000000 Penalty: 13627.234375
	Iteration 66Q: 3 clusters Score -1.229244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -12292432.000000 Penalty: 13627.234375
	Iteration 67Q: 3 clusters Score -1.229243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -12292417.000000 Penalty: 13627.234375
	Iteration 68Q: 3 clusters Score -1.229242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -12292435.000000 Penalty: 13627.234375
	Iteration 69Q: 3 clusters Score -1.229244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -12292450.000000 Penalty: 13627.234375
	Iteration 70Q: 3 clusters Score -1.229245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -12292450.000000 Penalty: 13627.234375
	Iteration 71F: 3 clusters Score -1.229245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84763 members 
Entering Unmasked Estep 
Score: -15253152.000000 Penalty: 6950.413574
	Iteration 0F: 2 clusters Score -1.525315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -15194908.000000 Penalty: 13900.827148
	Iteration 0F: 3 clusters Score -1.519491e+07 nChanged 38250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -15216009.000000 Penalty: 13900.827148
	Iteration 1F: 3 clusters Score -1.521601e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -15217185.000000 Penalty: 13900.827148
	Iteration 2Q: 3 clusters Score -1.521718e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -15218547.000000 Penalty: 13900.827148
	Iteration 3Q: 3 clusters Score -1.521855e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -15220132.000000 Penalty: 13900.827148
	Iteration 4Q: 3 clusters Score -1.522013e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -15221851.000000 Penalty: 13900.827148
	Iteration 5Q: 3 clusters Score -1.522185e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -15223676.000000 Penalty: 13900.827148
	Iteration 6Q: 3 clusters Score -1.522368e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -15225574.000000 Penalty: 13900.827148
	Iteration 7Q: 3 clusters Score -1.522557e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -15227391.000000 Penalty: 13900.827148
	Iteration 8Q: 3 clusters Score -1.522739e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -15229017.000000 Penalty: 13900.827148
	Iteration 9Q: 3 clusters Score -1.522902e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -15230376.000000 Penalty: 13900.827148
	Iteration 10Q: 3 clusters Score -1.523038e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -15231424.000000 Penalty: 13900.827148
	Iteration 11Q: 3 clusters Score -1.523142e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -15232074.000000 Penalty: 13900.827148
	Iteration 12Q: 3 clusters Score -1.523207e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -15232522.000000 Penalty: 13900.827148
	Iteration 13Q: 3 clusters Score -1.523252e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -15232948.000000 Penalty: 13900.827148
	Iteration 14Q: 3 clusters Score -1.523295e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -15233233.000000 Penalty: 13900.827148
	Iteration 15Q: 3 clusters Score -1.523323e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -15233431.000000 Penalty: 13900.827148
	Iteration 16Q: 3 clusters Score -1.523343e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -15233581.000000 Penalty: 13900.827148
	Iteration 17Q: 3 clusters Score -1.523358e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -15233768.000000 Penalty: 13900.827148
	Iteration 18Q: 3 clusters Score -1.523377e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -15233926.000000 Penalty: 13900.827148
	Iteration 19Q: 3 clusters Score -1.523393e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -15234143.000000 Penalty: 13900.827148
	Iteration 20F: 3 clusters Score -1.523414e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -15234388.000000 Penalty: 13900.827148
	Iteration 21Q: 3 clusters Score -1.523439e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -15234604.000000 Penalty: 13900.827148
	Iteration 22Q: 3 clusters Score -1.52346e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -15234796.000000 Penalty: 13900.827148
	Iteration 23Q: 3 clusters Score -1.52348e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -15235059.000000 Penalty: 13900.827148
	Iteration 24Q: 3 clusters Score -1.523506e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -15235390.000000 Penalty: 13900.827148
	Iteration 25Q: 3 clusters Score -1.523539e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -15235814.000000 Penalty: 13900.827148
	Iteration 26Q: 3 clusters Score -1.523581e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -15236416.000000 Penalty: 13900.827148
	Iteration 27Q: 3 clusters Score -1.523642e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -15236987.000000 Penalty: 13900.827148
	Iteration 28Q: 3 clusters Score -1.523699e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -15237824.000000 Penalty: 13900.827148
	Iteration 29Q: 3 clusters Score -1.523782e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -15238715.000000 Penalty: 13900.827148
	Iteration 30Q: 3 clusters Score -1.523872e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -15239883.000000 Penalty: 13900.827148
	Iteration 31Q: 3 clusters Score -1.523988e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -15240958.000000 Penalty: 13900.827148
	Iteration 32Q: 3 clusters Score -1.524096e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -15242155.000000 Penalty: 13900.827148
	Iteration 33Q: 3 clusters Score -1.524216e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -15243288.000000 Penalty: 13900.827148
	Iteration 34Q: 3 clusters Score -1.524329e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -15244229.000000 Penalty: 13900.827148
	Iteration 35Q: 3 clusters Score -1.524423e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -15244941.000000 Penalty: 13900.827148
	Iteration 36Q: 3 clusters Score -1.524494e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -15245477.000000 Penalty: 13900.827148
	Iteration 37Q: 3 clusters Score -1.524548e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -15245837.000000 Penalty: 13900.827148
	Iteration 38Q: 3 clusters Score -1.524584e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -15246184.000000 Penalty: 13900.827148
	Iteration 39Q: 3 clusters Score -1.524618e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -15246371.000000 Penalty: 13900.827148
	Iteration 40F: 3 clusters Score -1.524637e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -15246523.000000 Penalty: 13900.827148
	Iteration 41Q: 3 clusters Score -1.524652e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15246676.000000 Penalty: 13900.827148
	Iteration 42Q: 3 clusters Score -1.524668e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -15246784.000000 Penalty: 13900.827148
	Iteration 43Q: 3 clusters Score -1.524678e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -15246896.000000 Penalty: 13900.827148
	Iteration 44Q: 3 clusters Score -1.52469e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -15246961.000000 Penalty: 13900.827148
	Iteration 45Q: 3 clusters Score -1.524696e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -15247017.000000 Penalty: 13900.827148
	Iteration 46Q: 3 clusters Score -1.524702e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -15247086.000000 Penalty: 13900.827148
	Iteration 47Q: 3 clusters Score -1.524709e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -15247140.000000 Penalty: 13900.827148
	Iteration 48Q: 3 clusters Score -1.524714e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -15247159.000000 Penalty: 13900.827148
	Iteration 49Q: 3 clusters Score -1.524716e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -15247203.000000 Penalty: 13900.827148
	Iteration 50Q: 3 clusters Score -1.52472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15247191.000000 Penalty: 13900.827148
	Iteration 51Q: 3 clusters Score -1.524719e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -15247219.000000 Penalty: 13900.827148
	Iteration 52Q: 3 clusters Score -1.524722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -15247240.000000 Penalty: 13900.827148
	Iteration 53Q: 3 clusters Score -1.524724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -15247267.000000 Penalty: 13900.827148
	Iteration 54Q: 3 clusters Score -1.524727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -15247268.000000 Penalty: 13900.827148
	Iteration 55Q: 3 clusters Score -1.524727e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15247315.000000 Penalty: 13900.827148
	Iteration 56Q: 3 clusters Score -1.524732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -15247324.000000 Penalty: 13900.827148
	Iteration 57Q: 3 clusters Score -1.524732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -15247370.000000 Penalty: 13900.827148
	Iteration 58Q: 3 clusters Score -1.524737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15247410.000000 Penalty: 13900.827148
	Iteration 59Q: 3 clusters Score -1.524741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -15247417.000000 Penalty: 13900.827148
	Iteration 60F: 3 clusters Score -1.524742e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -15247436.000000 Penalty: 13900.827148
	Iteration 61Q: 3 clusters Score -1.524744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -15247418.000000 Penalty: 13900.827148
	Iteration 62Q: 3 clusters Score -1.524742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -15247449.000000 Penalty: 13900.827148
	Iteration 63Q: 3 clusters Score -1.524745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -15247473.000000 Penalty: 13900.827148
	Iteration 64Q: 3 clusters Score -1.524747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -15247481.000000 Penalty: 13900.827148
	Iteration 65Q: 3 clusters Score -1.524748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -15247471.000000 Penalty: 13900.827148
	Iteration 66Q: 3 clusters Score -1.524747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -15247475.000000 Penalty: 13900.827148
	Iteration 67Q: 3 clusters Score -1.524748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -15247474.000000 Penalty: 13900.827148
	Iteration 68Q: 3 clusters Score -1.524747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -15247491.000000 Penalty: 13900.827148
	Iteration 69Q: 3 clusters Score -1.524749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15247480.000000 Penalty: 13900.827148
	Iteration 70Q: 3 clusters Score -1.524748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -15247511.000000 Penalty: 13900.827148
	Iteration 71Q: 3 clusters Score -1.524751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15247514.000000 Penalty: 13900.827148
	Iteration 72Q: 3 clusters Score -1.524751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15247527.000000 Penalty: 13900.827148
	Iteration 73Q: 3 clusters Score -1.524753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -15247526.000000 Penalty: 13900.827148
	Iteration 74Q: 3 clusters Score -1.524753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -15247524.000000 Penalty: 13900.827148
	Iteration 75Q: 3 clusters Score -1.524752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -15247555.000000 Penalty: 13900.827148
	Iteration 76Q: 3 clusters Score -1.524756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -15247556.000000 Penalty: 13900.827148
	Iteration 77Q: 3 clusters Score -1.524756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -15247561.000000 Penalty: 13900.827148
	Iteration 78Q: 3 clusters Score -1.524756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15247558.000000 Penalty: 13900.827148
	Iteration 79Q: 3 clusters Score -1.524756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -15247552.000000 Penalty: 13900.827148
	Iteration 80F: 3 clusters Score -1.524755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15247557.000000 Penalty: 13900.827148
	Iteration 81Q: 3 clusters Score -1.524756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15247552.000000 Penalty: 13900.827148
	Iteration 82Q: 3 clusters Score -1.524755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -15247560.000000 Penalty: 13900.827148
	Iteration 83Q: 3 clusters Score -1.524756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -15247560.000000 Penalty: 13900.827148
	Iteration 84F: 3 clusters Score -1.524756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Entering Unmasked Estep 
Score: -1824897.375000 Penalty: 5651.598633
	Iteration 0F: 2 clusters Score -1824897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1814554.625000 Penalty: 11303.197266
	Iteration 0F: 3 clusters Score -1814555 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1817070.000000 Penalty: 11303.197266
	Iteration 1F: 3 clusters Score -1817070 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1818068.250000 Penalty: 11303.197266
	Iteration 2F: 3 clusters Score -1818068 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1819206.625000 Penalty: 11303.197266
	Iteration 3F: 3 clusters Score -1819207 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1820375.250000 Penalty: 11303.197266
	Iteration 4F: 3 clusters Score -1820375 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1821381.000000 Penalty: 11303.197266
	Iteration 5F: 3 clusters Score -1821381 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1822105.750000 Penalty: 11303.197266
	Iteration 6F: 3 clusters Score -1822106 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1822571.750000 Penalty: 11303.197266
	Iteration 7F: 3 clusters Score -1822572 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1822830.625000 Penalty: 11303.197266
	Iteration 8Q: 3 clusters Score -1822831 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1822966.250000 Penalty: 11303.197266
	Iteration 9Q: 3 clusters Score -1822966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1823052.125000 Penalty: 11303.197266
	Iteration 10Q: 3 clusters Score -1823052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1823107.375000 Penalty: 11303.197266
	Iteration 11Q: 3 clusters Score -1823107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1823145.875000 Penalty: 11303.197266
	Iteration 12Q: 3 clusters Score -1823146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1823167.250000 Penalty: 11303.197266
	Iteration 13Q: 3 clusters Score -1823167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1823186.875000 Penalty: 11303.197266
	Iteration 14Q: 3 clusters Score -1823187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1823199.375000 Penalty: 11303.197266
	Iteration 15Q: 3 clusters Score -1823199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1823204.000000 Penalty: 11303.197266
	Iteration 16Q: 3 clusters Score -1823204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1823215.000000 Penalty: 11303.197266
	Iteration 17Q: 3 clusters Score -1823215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1823215.125000 Penalty: 11303.197266
	Iteration 18Q: 3 clusters Score -1823215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1823217.000000 Penalty: 11303.197266
	Iteration 19Q: 3 clusters Score -1823217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1823219.375000 Penalty: 11303.197266
	Iteration 20F: 3 clusters Score -1823219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1823228.625000 Penalty: 11303.197266
	Iteration 21Q: 3 clusters Score -1823229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1823228.375000 Penalty: 11303.197266
	Iteration 22Q: 3 clusters Score -1823228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1823229.625000 Penalty: 11303.197266
	Iteration 23Q: 3 clusters Score -1823230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1823230.375000 Penalty: 11303.197266
	Iteration 24Q: 3 clusters Score -1823230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1823235.250000 Penalty: 11303.197266
	Iteration 25Q: 3 clusters Score -1823235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1823234.875000 Penalty: 11303.197266
	Iteration 26Q: 3 clusters Score -1823235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1823236.125000 Penalty: 11303.197266
	Iteration 27Q: 3 clusters Score -1823236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1823233.375000 Penalty: 11303.197266
	Iteration 28Q: 3 clusters Score -1823233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1823234.375000 Penalty: 11303.197266
	Iteration 29Q: 3 clusters Score -1823234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1823239.125000 Penalty: 11303.197266
	Iteration 30Q: 3 clusters Score -1823239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1823240.250000 Penalty: 11303.197266
	Iteration 31Q: 3 clusters Score -1823240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1823242.750000 Penalty: 11303.197266
	Iteration 32Q: 3 clusters Score -1823243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1823245.000000 Penalty: 11303.197266
	Iteration 33Q: 3 clusters Score -1823245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1823244.500000 Penalty: 11303.197266
	Iteration 34Q: 3 clusters Score -1823244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1823248.500000 Penalty: 11303.197266
	Iteration 35Q: 3 clusters Score -1823248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1823248.000000 Penalty: 11303.197266
	Iteration 36Q: 3 clusters Score -1823248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1823252.250000 Penalty: 11303.197266
	Iteration 37Q: 3 clusters Score -1823252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1823250.125000 Penalty: 11303.197266
	Iteration 38Q: 3 clusters Score -1823250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1823253.875000 Penalty: 11303.197266
	Iteration 39Q: 3 clusters Score -1823254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1823254.750000 Penalty: 11303.197266
	Iteration 40F: 3 clusters Score -1823255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Entering Unmasked Estep 
Score: -1938759.500000 Penalty: 5681.456543
	Iteration 0F: 2 clusters Score -1938760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1928081.750000 Penalty: 11362.913086
	Iteration 0F: 3 clusters Score -1928082 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1930346.250000 Penalty: 11362.913086
	Iteration 1F: 3 clusters Score -1930346 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1930826.625000 Penalty: 11362.913086
	Iteration 2F: 3 clusters Score -1930827 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1931109.125000 Penalty: 11362.913086
	Iteration 3Q: 3 clusters Score -1931109 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1931275.125000 Penalty: 11362.913086
	Iteration 4Q: 3 clusters Score -1931275 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1931397.000000 Penalty: 11362.913086
	Iteration 5Q: 3 clusters Score -1931397 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1931479.625000 Penalty: 11362.913086
	Iteration 6Q: 3 clusters Score -1931480 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1931545.875000 Penalty: 11362.913086
	Iteration 7Q: 3 clusters Score -1931546 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1931608.875000 Penalty: 11362.913086
	Iteration 8Q: 3 clusters Score -1931609 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1931658.375000 Penalty: 11362.913086
	Iteration 9Q: 3 clusters Score -1931658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1931706.875000 Penalty: 11362.913086
	Iteration 10Q: 3 clusters Score -1931707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1931751.875000 Penalty: 11362.913086
	Iteration 11Q: 3 clusters Score -1931752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1931793.375000 Penalty: 11362.913086
	Iteration 12Q: 3 clusters Score -1931793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1931825.375000 Penalty: 11362.913086
	Iteration 13Q: 3 clusters Score -1931825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1931864.750000 Penalty: 11362.913086
	Iteration 14Q: 3 clusters Score -1931865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1931906.000000 Penalty: 11362.913086
	Iteration 15Q: 3 clusters Score -1931906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1931946.625000 Penalty: 11362.913086
	Iteration 16Q: 3 clusters Score -1931947 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1931986.250000 Penalty: 11362.913086
	Iteration 17Q: 3 clusters Score -1931986 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1932035.375000 Penalty: 11362.913086
	Iteration 18Q: 3 clusters Score -1932035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1932076.125000 Penalty: 11362.913086
	Iteration 19Q: 3 clusters Score -1932076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1932133.625000 Penalty: 11362.913086
	Iteration 20F: 3 clusters Score -1932134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1932190.250000 Penalty: 11362.913086
	Iteration 21Q: 3 clusters Score -1932190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1932234.375000 Penalty: 11362.913086
	Iteration 22Q: 3 clusters Score -1932234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1932280.625000 Penalty: 11362.913086
	Iteration 23Q: 3 clusters Score -1932281 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1932318.500000 Penalty: 11362.913086
	Iteration 24Q: 3 clusters Score -1932318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1932365.000000 Penalty: 11362.913086
	Iteration 25Q: 3 clusters Score -1932365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1932426.375000 Penalty: 11362.913086
	Iteration 26Q: 3 clusters Score -1932426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1932485.875000 Penalty: 11362.913086
	Iteration 27Q: 3 clusters Score -1932486 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1932542.500000 Penalty: 11362.913086
	Iteration 28Q: 3 clusters Score -1932542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1932602.500000 Penalty: 11362.913086
	Iteration 29Q: 3 clusters Score -1932602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1932657.875000 Penalty: 11362.913086
	Iteration 30Q: 3 clusters Score -1932658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1932710.750000 Penalty: 11362.913086
	Iteration 31Q: 3 clusters Score -1932711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1932772.125000 Penalty: 11362.913086
	Iteration 32Q: 3 clusters Score -1932772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1932826.875000 Penalty: 11362.913086
	Iteration 33Q: 3 clusters Score -1932827 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1932888.125000 Penalty: 11362.913086
	Iteration 34Q: 3 clusters Score -1932888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1932952.375000 Penalty: 11362.913086
	Iteration 35Q: 3 clusters Score -1932952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1933014.125000 Penalty: 11362.913086
	Iteration 36Q: 3 clusters Score -1933014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1933083.625000 Penalty: 11362.913086
	Iteration 37Q: 3 clusters Score -1933084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1933142.750000 Penalty: 11362.913086
	Iteration 38Q: 3 clusters Score -1933143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1933200.375000 Penalty: 11362.913086
	Iteration 39Q: 3 clusters Score -1933200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1933250.500000 Penalty: 11362.913086
	Iteration 40F: 3 clusters Score -1933250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1933301.125000 Penalty: 11362.913086
	Iteration 41Q: 3 clusters Score -1933301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1933340.750000 Penalty: 11362.913086
	Iteration 42Q: 3 clusters Score -1933341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1933386.000000 Penalty: 11362.913086
	Iteration 43Q: 3 clusters Score -1933386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1933417.875000 Penalty: 11362.913086
	Iteration 44Q: 3 clusters Score -1933418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1933454.375000 Penalty: 11362.913086
	Iteration 45Q: 3 clusters Score -1933454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1933491.500000 Penalty: 11362.913086
	Iteration 46Q: 3 clusters Score -1933492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1933532.750000 Penalty: 11362.913086
	Iteration 47Q: 3 clusters Score -1933533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1933567.625000 Penalty: 11362.913086
	Iteration 48Q: 3 clusters Score -1933568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1933588.750000 Penalty: 11362.913086
	Iteration 49Q: 3 clusters Score -1933589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1933616.625000 Penalty: 11362.913086
	Iteration 50Q: 3 clusters Score -1933617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1933634.625000 Penalty: 11362.913086
	Iteration 51Q: 3 clusters Score -1933635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1933654.500000 Penalty: 11362.913086
	Iteration 52Q: 3 clusters Score -1933654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1933670.875000 Penalty: 11362.913086
	Iteration 53Q: 3 clusters Score -1933671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1933684.750000 Penalty: 11362.913086
	Iteration 54Q: 3 clusters Score -1933685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1933699.750000 Penalty: 11362.913086
	Iteration 55Q: 3 clusters Score -1933700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1933701.875000 Penalty: 11362.913086
	Iteration 56Q: 3 clusters Score -1933702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1933707.750000 Penalty: 11362.913086
	Iteration 57Q: 3 clusters Score -1933708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1933713.000000 Penalty: 11362.913086
	Iteration 58Q: 3 clusters Score -1933713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1933721.625000 Penalty: 11362.913086
	Iteration 59Q: 3 clusters Score -1933722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1933729.375000 Penalty: 11362.913086
	Iteration 60F: 3 clusters Score -1933729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1933734.000000 Penalty: 11362.913086
	Iteration 61Q: 3 clusters Score -1933734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1933741.125000 Penalty: 11362.913086
	Iteration 62Q: 3 clusters Score -1933741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1933747.375000 Penalty: 11362.913086
	Iteration 63Q: 3 clusters Score -1933747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1933749.250000 Penalty: 11362.913086
	Iteration 64Q: 3 clusters Score -1933749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1933752.125000 Penalty: 11362.913086
	Iteration 65Q: 3 clusters Score -1933752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1933750.625000 Penalty: 11362.913086
	Iteration 66Q: 3 clusters Score -1933751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1933750.625000 Penalty: 11362.913086
	Iteration 67F: 3 clusters Score -1933751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Entering Unmasked Estep 
Score: -6781336.500000 Penalty: 6466.869629
	Iteration 0F: 2 clusters Score -6781336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -6753047.500000 Penalty: 12933.739258
	Iteration 0F: 3 clusters Score -6753048 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -6762050.500000 Penalty: 12933.739258
	Iteration 1F: 3 clusters Score -6762050 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -6763329.000000 Penalty: 12933.739258
	Iteration 2F: 3 clusters Score -6763329 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6765078.500000 Penalty: 12933.739258
	Iteration 3F: 3 clusters Score -6765078 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -6767954.000000 Penalty: 12933.739258
	Iteration 4F: 3 clusters Score -6767954 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -6771934.500000 Penalty: 12933.739258
	Iteration 5F: 3 clusters Score -6771934 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -6775270.500000 Penalty: 12933.739258
	Iteration 6F: 3 clusters Score -6775270 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -6777184.000000 Penalty: 12933.739258
	Iteration 7F: 3 clusters Score -6777184 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6778335.000000 Penalty: 12933.739258
	Iteration 8Q: 3 clusters Score -6778335 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -6779014.500000 Penalty: 12933.739258
	Iteration 9Q: 3 clusters Score -6779014 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -6779606.500000 Penalty: 12933.739258
	Iteration 10Q: 3 clusters Score -6779606 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -6780150.500000 Penalty: 12933.739258
	Iteration 11Q: 3 clusters Score -6780150 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -6780468.500000 Penalty: 12933.739258
	Iteration 12Q: 3 clusters Score -6780468 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6780728.000000 Penalty: 12933.739258
	Iteration 13Q: 3 clusters Score -6780728 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -6780838.000000 Penalty: 12933.739258
	Iteration 14Q: 3 clusters Score -6780838 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6780922.000000 Penalty: 12933.739258
	Iteration 15Q: 3 clusters Score -6780922 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6780984.500000 Penalty: 12933.739258
	Iteration 16Q: 3 clusters Score -6780984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -6781018.500000 Penalty: 12933.739258
	Iteration 17Q: 3 clusters Score -6781018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -6781044.500000 Penalty: 12933.739258
	Iteration 18Q: 3 clusters Score -6781044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6781059.000000 Penalty: 12933.739258
	Iteration 19Q: 3 clusters Score -6781059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -6781082.500000 Penalty: 12933.739258
	Iteration 20F: 3 clusters Score -6781082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6781091.500000 Penalty: 12933.739258
	Iteration 21Q: 3 clusters Score -6781092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6781103.500000 Penalty: 12933.739258
	Iteration 22Q: 3 clusters Score -6781104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -6781122.500000 Penalty: 12933.739258
	Iteration 23Q: 3 clusters Score -6781122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -6781126.000000 Penalty: 12933.739258
	Iteration 24Q: 3 clusters Score -6781126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -6781119.000000 Penalty: 12933.739258
	Iteration 25Q: 3 clusters Score -6781119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -6781132.000000 Penalty: 12933.739258
	Iteration 26Q: 3 clusters Score -6781132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -6781124.000000 Penalty: 12933.739258
	Iteration 27Q: 3 clusters Score -6781124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6781124.000000 Penalty: 12933.739258
	Iteration 28Q: 3 clusters Score -6781124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -6781133.500000 Penalty: 12933.739258
	Iteration 29Q: 3 clusters Score -6781134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -6781130.500000 Penalty: 12933.739258
	Iteration 30Q: 3 clusters Score -6781130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6781133.500000 Penalty: 12933.739258
	Iteration 31Q: 3 clusters Score -6781134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -6781141.000000 Penalty: 12933.739258
	Iteration 32Q: 3 clusters Score -6781141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -6781145.000000 Penalty: 12933.739258
	Iteration 33Q: 3 clusters Score -6781145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6781142.000000 Penalty: 12933.739258
	Iteration 34Q: 3 clusters Score -6781142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -6781139.500000 Penalty: 12933.739258
	Iteration 35Q: 3 clusters Score -6781140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -6781139.500000 Penalty: 12933.739258
	Iteration 36F: 3 clusters Score -6781140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -387761.156250 Penalty: 4852.606934
	Iteration 0F: 2 clusters Score -387761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -382832.062500 Penalty: 9705.213867
	Iteration 0F: 3 clusters Score -382832.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -386519.812500 Penalty: 9705.213867
	Iteration 1F: 3 clusters Score -386519.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -389672.562500 Penalty: 9705.213867
	Iteration 2F: 3 clusters Score -389672.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -391475.687500 Penalty: 9705.213867
	Iteration 3F: 3 clusters Score -391475.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -392437.656250 Penalty: 9705.213867
	Iteration 4F: 3 clusters Score -392437.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -392940.343750 Penalty: 9705.213867
	Iteration 5Q: 3 clusters Score -392940.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -393320.375000 Penalty: 9705.213867
	Iteration 6Q: 3 clusters Score -393320.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -394039.906250 Penalty: 9705.213867
	Iteration 7Q: 3 clusters Score -394039.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -395327.531250 Penalty: 9705.213867
	Iteration 8Q: 3 clusters Score -395327.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -395920.562500 Penalty: 9705.213867
	Iteration 9Q: 3 clusters Score -395920.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -396315.906250 Penalty: 9705.213867
	Iteration 10Q: 3 clusters Score -396315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -396898.000000 Penalty: 9705.213867
	Iteration 11Q: 3 clusters Score -396898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -397410.468750 Penalty: 9705.213867
	Iteration 12Q: 3 clusters Score -397410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -397460.093750 Penalty: 9705.213867
	Iteration 13F: 3 clusters Score -397460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -397565.593750 Penalty: 9705.213867
	Iteration 14Q: 3 clusters Score -397565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -397599.125000 Penalty: 9705.213867
	Iteration 15Q: 3 clusters Score -397599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -397609.750000 Penalty: 9705.213867
	Iteration 16Q: 3 clusters Score -397609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -397612.843750 Penalty: 9705.213867
	Iteration 17Q: 3 clusters Score -397612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -397612.843750 Penalty: 9705.213867
	Iteration 18F: 3 clusters Score -397612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 53007 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 15 contains 86748 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Entering Unmasked Estep 
Score: -226735696.000000 Penalty: 172265.062500
Splitting cluster 8 changes total score from -226729264.000000 to -226735696.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -475625.031250 Penalty: 4924.576660
	Iteration 0F: 2 clusters Score -475625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -470101.375000 Penalty: 9849.153320
	Iteration 0F: 3 clusters Score -470101.4 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -472169.312500 Penalty: 9849.153320
	Iteration 1F: 3 clusters Score -472169.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -473986.562500 Penalty: 9849.153320
	Iteration 2F: 3 clusters Score -473986.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -476116.531250 Penalty: 9849.153320
	Iteration 3F: 3 clusters Score -476116.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -478186.625000 Penalty: 9849.153320
	Iteration 4F: 3 clusters Score -478186.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -478908.156250 Penalty: 9849.153320
	Iteration 5Q: 3 clusters Score -478908.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -479188.187500 Penalty: 9849.153320
	Iteration 6Q: 3 clusters Score -479188.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -479239.906250 Penalty: 9849.153320
	Iteration 7Q: 3 clusters Score -479239.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -479343.687500 Penalty: 9849.153320
	Iteration 8Q: 3 clusters Score -479343.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -479534.468750 Penalty: 9849.153320
	Iteration 9Q: 3 clusters Score -479534.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -479563.312500 Penalty: 9849.153320
	Iteration 10Q: 3 clusters Score -479563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -479599.843750 Penalty: 9849.153320
	Iteration 11Q: 3 clusters Score -479599.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -479735.187500 Penalty: 9849.153320
	Iteration 12Q: 3 clusters Score -479735.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -480033.312500 Penalty: 9849.153320
	Iteration 13Q: 3 clusters Score -480033.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -480291.156250 Penalty: 9849.153320
	Iteration 14Q: 3 clusters Score -480291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -480368.906250 Penalty: 9849.153320
	Iteration 15Q: 3 clusters Score -480368.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -480398.718750 Penalty: 9849.153320
	Iteration 16Q: 3 clusters Score -480398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -480422.593750 Penalty: 9849.153320
	Iteration 17Q: 3 clusters Score -480422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -480434.281250 Penalty: 9849.153320
	Iteration 18Q: 3 clusters Score -480434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -480440.281250 Penalty: 9849.153320
	Iteration 19Q: 3 clusters Score -480440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -480463.906250 Penalty: 9849.153320
	Iteration 20F: 3 clusters Score -480463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -480534.187500 Penalty: 9849.153320
	Iteration 21Q: 3 clusters Score -480534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -480591.375000 Penalty: 9849.153320
	Iteration 22Q: 3 clusters Score -480591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -480609.093750 Penalty: 9849.153320
	Iteration 23Q: 3 clusters Score -480609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -480650.031250 Penalty: 9849.153320
	Iteration 24Q: 3 clusters Score -480650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -480660.125000 Penalty: 9849.153320
	Iteration 25Q: 3 clusters Score -480660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -480678.906250 Penalty: 9849.153320
	Iteration 26Q: 3 clusters Score -480678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -480714.875000 Penalty: 9849.153320
	Iteration 27Q: 3 clusters Score -480714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -480746.906250 Penalty: 9849.153320
	Iteration 28Q: 3 clusters Score -480746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -480777.468750 Penalty: 9849.153320
	Iteration 29Q: 3 clusters Score -480777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -480801.843750 Penalty: 9849.153320
	Iteration 30Q: 3 clusters Score -480801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -480803.343750 Penalty: 9849.153320
	Iteration 31Q: 3 clusters Score -480803.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -480803.343750 Penalty: 9849.153320
	Iteration 32F: 3 clusters Score -480803.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 53007 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 15 contains 86748 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Entering Unmasked Estep 
Score: -226737664.000000 Penalty: 180878.312500
Splitting cluster 9 changes total score from -226729264.000000 to -226737664.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 10 (53007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Entering Unmasked Estep 
Score: -9347121.000000 Penalty: 6662.884766
	Iteration 0F: 2 clusters Score -9347121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -9309581.000000 Penalty: 13325.769531
	Iteration 0F: 3 clusters Score -9309581 nChanged 23466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -9322128.000000 Penalty: 13325.769531
	Iteration 1F: 3 clusters Score -9322128 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -9324013.000000 Penalty: 13325.769531
	Iteration 2F: 3 clusters Score -9324013 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -9326908.000000 Penalty: 13325.769531
	Iteration 3F: 3 clusters Score -9326908 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -9330368.000000 Penalty: 13325.769531
	Iteration 4F: 3 clusters Score -9330368 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -9334211.000000 Penalty: 13325.769531
	Iteration 5F: 3 clusters Score -9334211 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -9338010.000000 Penalty: 13325.769531
	Iteration 6F: 3 clusters Score -9338010 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -9341477.000000 Penalty: 13325.769531
	Iteration 7F: 3 clusters Score -9341477 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -9344181.000000 Penalty: 13325.769531
	Iteration 8F: 3 clusters Score -9344181 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -9346013.000000 Penalty: 13325.769531
	Iteration 9Q: 3 clusters Score -9346013 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -9346702.000000 Penalty: 13325.769531
	Iteration 10Q: 3 clusters Score -9346702 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9346953.000000 Penalty: 13325.769531
	Iteration 11Q: 3 clusters Score -9346953 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -9347084.000000 Penalty: 13325.769531
	Iteration 12Q: 3 clusters Score -9347084 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9347125.000000 Penalty: 13325.769531
	Iteration 13Q: 3 clusters Score -9347125 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -9347170.000000 Penalty: 13325.769531
	Iteration 14Q: 3 clusters Score -9347170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -9347214.000000 Penalty: 13325.769531
	Iteration 15Q: 3 clusters Score -9347214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -9347222.000000 Penalty: 13325.769531
	Iteration 16Q: 3 clusters Score -9347222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -9347231.000000 Penalty: 13325.769531
	Iteration 17Q: 3 clusters Score -9347231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -9347249.000000 Penalty: 13325.769531
	Iteration 18Q: 3 clusters Score -9347249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9347273.000000 Penalty: 13325.769531
	Iteration 19Q: 3 clusters Score -9347273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -9347294.000000 Penalty: 13325.769531
	Iteration 20F: 3 clusters Score -9347294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -9347300.000000 Penalty: 13325.769531
	Iteration 21Q: 3 clusters Score -9347300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -9347289.000000 Penalty: 13325.769531
	Iteration 22Q: 3 clusters Score -9347289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -9347295.000000 Penalty: 13325.769531
	Iteration 23Q: 3 clusters Score -9347295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -9347285.000000 Penalty: 13325.769531
	Iteration 24Q: 3 clusters Score -9347285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -9347293.000000 Penalty: 13325.769531
	Iteration 25Q: 3 clusters Score -9347293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9347287.000000 Penalty: 13325.769531
	Iteration 26Q: 3 clusters Score -9347287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -9347282.000000 Penalty: 13325.769531
	Iteration 27Q: 3 clusters Score -9347282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -9347300.000000 Penalty: 13325.769531
	Iteration 28Q: 3 clusters Score -9347300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9347298.000000 Penalty: 13325.769531
	Iteration 29Q: 3 clusters Score -9347298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -9347297.000000 Penalty: 13325.769531
	Iteration 30Q: 3 clusters Score -9347297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -9347293.000000 Penalty: 13325.769531
	Iteration 31Q: 3 clusters Score -9347293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -9347293.000000 Penalty: 13325.769531
	Iteration 32Q: 3 clusters Score -9347293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -9347293.000000 Penalty: 13325.769531
	Iteration 33Q: 3 clusters Score -9347293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -9347291.000000 Penalty: 13325.769531
	Iteration 34Q: 3 clusters Score -9347291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -9347288.000000 Penalty: 13325.769531
	Iteration 35Q: 3 clusters Score -9347288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -9347286.000000 Penalty: 13325.769531
	Iteration 36Q: 3 clusters Score -9347286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -9347293.000000 Penalty: 13325.769531
	Iteration 37Q: 3 clusters Score -9347293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -9347293.000000 Penalty: 13325.769531
	Iteration 38F: 3 clusters Score -9347293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 86748 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Entering Unmasked Estep 
Score: -226735392.000000 Penalty: 189491.578125
Splitting cluster 10 changes total score from -226729264.000000 to -226735392.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (7347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Entering Unmasked Estep 
Score: -1242845.500000 Penalty: 5452.503906
	Iteration 0F: 2 clusters Score -1242846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1234269.000000 Penalty: 10905.007812
	Iteration 0F: 3 clusters Score -1234269 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1235809.750000 Penalty: 10905.007812
	Iteration 1F: 3 clusters Score -1235810 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1236178.750000 Penalty: 10905.007812
	Iteration 2F: 3 clusters Score -1236179 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1236412.250000 Penalty: 10905.007812
	Iteration 3Q: 3 clusters Score -1236412 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1236556.125000 Penalty: 10905.007812
	Iteration 4Q: 3 clusters Score -1236556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1236654.875000 Penalty: 10905.007812
	Iteration 5Q: 3 clusters Score -1236655 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1236737.375000 Penalty: 10905.007812
	Iteration 6Q: 3 clusters Score -1236737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1236802.750000 Penalty: 10905.007812
	Iteration 7Q: 3 clusters Score -1236803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1236863.875000 Penalty: 10905.007812
	Iteration 8Q: 3 clusters Score -1236864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1236918.250000 Penalty: 10905.007812
	Iteration 9Q: 3 clusters Score -1236918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1236964.000000 Penalty: 10905.007812
	Iteration 10Q: 3 clusters Score -1236964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1237003.250000 Penalty: 10905.007812
	Iteration 11Q: 3 clusters Score -1237003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1237041.250000 Penalty: 10905.007812
	Iteration 12Q: 3 clusters Score -1237041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1237073.375000 Penalty: 10905.007812
	Iteration 13Q: 3 clusters Score -1237073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1237104.625000 Penalty: 10905.007812
	Iteration 14Q: 3 clusters Score -1237105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1237126.625000 Penalty: 10905.007812
	Iteration 15Q: 3 clusters Score -1237127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1237151.125000 Penalty: 10905.007812
	Iteration 16Q: 3 clusters Score -1237151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1237181.375000 Penalty: 10905.007812
	Iteration 17Q: 3 clusters Score -1237181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1237211.250000 Penalty: 10905.007812
	Iteration 18Q: 3 clusters Score -1237211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1237249.125000 Penalty: 10905.007812
	Iteration 19Q: 3 clusters Score -1237249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1237285.125000 Penalty: 10905.007812
	Iteration 20F: 3 clusters Score -1237285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1237348.500000 Penalty: 10905.007812
	Iteration 21Q: 3 clusters Score -1237348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1237406.750000 Penalty: 10905.007812
	Iteration 22Q: 3 clusters Score -1237407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1237458.625000 Penalty: 10905.007812
	Iteration 23Q: 3 clusters Score -1237459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1237508.875000 Penalty: 10905.007812
	Iteration 24Q: 3 clusters Score -1237509 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1237578.875000 Penalty: 10905.007812
	Iteration 25Q: 3 clusters Score -1237579 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1237675.750000 Penalty: 10905.007812
	Iteration 26Q: 3 clusters Score -1237676 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1237784.625000 Penalty: 10905.007812
	Iteration 27Q: 3 clusters Score -1237785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1237892.125000 Penalty: 10905.007812
	Iteration 28Q: 3 clusters Score -1237892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1238011.375000 Penalty: 10905.007812
	Iteration 29Q: 3 clusters Score -1238011 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1238134.500000 Penalty: 10905.007812
	Iteration 30Q: 3 clusters Score -1238134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1238231.375000 Penalty: 10905.007812
	Iteration 31Q: 3 clusters Score -1238231 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1238338.750000 Penalty: 10905.007812
	Iteration 32Q: 3 clusters Score -1238339 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1238443.750000 Penalty: 10905.007812
	Iteration 33Q: 3 clusters Score -1238444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1238538.125000 Penalty: 10905.007812
	Iteration 34Q: 3 clusters Score -1238538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1238618.625000 Penalty: 10905.007812
	Iteration 35Q: 3 clusters Score -1238619 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1238709.000000 Penalty: 10905.007812
	Iteration 36Q: 3 clusters Score -1238709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1238812.000000 Penalty: 10905.007812
	Iteration 37Q: 3 clusters Score -1238812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1238925.625000 Penalty: 10905.007812
	Iteration 38Q: 3 clusters Score -1238926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1239004.625000 Penalty: 10905.007812
	Iteration 39Q: 3 clusters Score -1239005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1239064.250000 Penalty: 10905.007812
	Iteration 40F: 3 clusters Score -1239064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1239112.000000 Penalty: 10905.007812
	Iteration 41Q: 3 clusters Score -1239112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1239157.250000 Penalty: 10905.007812
	Iteration 42Q: 3 clusters Score -1239157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1239191.625000 Penalty: 10905.007812
	Iteration 43Q: 3 clusters Score -1239192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1239209.875000 Penalty: 10905.007812
	Iteration 44Q: 3 clusters Score -1239210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1239225.000000 Penalty: 10905.007812
	Iteration 45Q: 3 clusters Score -1239225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1239240.750000 Penalty: 10905.007812
	Iteration 46Q: 3 clusters Score -1239241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1239251.625000 Penalty: 10905.007812
	Iteration 47Q: 3 clusters Score -1239252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1239263.000000 Penalty: 10905.007812
	Iteration 48Q: 3 clusters Score -1239263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1239274.375000 Penalty: 10905.007812
	Iteration 49Q: 3 clusters Score -1239274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1239287.000000 Penalty: 10905.007812
	Iteration 50Q: 3 clusters Score -1239287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1239289.875000 Penalty: 10905.007812
	Iteration 51Q: 3 clusters Score -1239290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1239291.750000 Penalty: 10905.007812
	Iteration 52Q: 3 clusters Score -1239292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1239298.750000 Penalty: 10905.007812
	Iteration 53Q: 3 clusters Score -1239299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1239304.250000 Penalty: 10905.007812
	Iteration 54Q: 3 clusters Score -1239304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1239319.750000 Penalty: 10905.007812
	Iteration 55Q: 3 clusters Score -1239320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1239335.875000 Penalty: 10905.007812
	Iteration 56Q: 3 clusters Score -1239336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1239360.875000 Penalty: 10905.007812
	Iteration 57Q: 3 clusters Score -1239361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1239388.875000 Penalty: 10905.007812
	Iteration 58Q: 3 clusters Score -1239389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1239430.500000 Penalty: 10905.007812
	Iteration 59Q: 3 clusters Score -1239430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1239469.875000 Penalty: 10905.007812
	Iteration 60F: 3 clusters Score -1239470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1239506.375000 Penalty: 10905.007812
	Iteration 61Q: 3 clusters Score -1239506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1239537.500000 Penalty: 10905.007812
	Iteration 62Q: 3 clusters Score -1239538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1239558.875000 Penalty: 10905.007812
	Iteration 63Q: 3 clusters Score -1239559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1239578.250000 Penalty: 10905.007812
	Iteration 64Q: 3 clusters Score -1239578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1239590.875000 Penalty: 10905.007812
	Iteration 65Q: 3 clusters Score -1239591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1239601.000000 Penalty: 10905.007812
	Iteration 66Q: 3 clusters Score -1239601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1239604.625000 Penalty: 10905.007812
	Iteration 67Q: 3 clusters Score -1239605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1239615.750000 Penalty: 10905.007812
	Iteration 68Q: 3 clusters Score -1239616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1239623.375000 Penalty: 10905.007812
	Iteration 69Q: 3 clusters Score -1239623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1239632.000000 Penalty: 10905.007812
	Iteration 70Q: 3 clusters Score -1239632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1239635.375000 Penalty: 10905.007812
	Iteration 71Q: 3 clusters Score -1239635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1239636.250000 Penalty: 10905.007812
	Iteration 72Q: 3 clusters Score -1239636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1239639.750000 Penalty: 10905.007812
	Iteration 73Q: 3 clusters Score -1239640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1239642.500000 Penalty: 10905.007812
	Iteration 74Q: 3 clusters Score -1239642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1239642.500000 Penalty: 10905.007812
	Iteration 75F: 3 clusters Score -1239642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (272776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272776 members 
Entering Unmasked Estep 
Score: -49383648.000000 Penalty: 7666.298828
	Iteration 0F: 2 clusters Score -4.938365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136639 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -49202492.000000 Penalty: 15332.597656
	Iteration 0F: 3 clusters Score -4.920249e+07 nChanged 129137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137960 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -49276296.000000 Penalty: 15332.597656
	Iteration 1F: 3 clusters Score -4.92763e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -49277596.000000 Penalty: 15332.597656
	Iteration 2Q: 3 clusters Score -4.92776e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 132311 members 
Entering Unmasked Estep 
Score: -49279084.000000 Penalty: 15332.597656
	Iteration 3Q: 3 clusters Score -4.927908e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 130086 members 
Entering Unmasked Estep 
Score: -49280128.000000 Penalty: 15332.597656
	Iteration 4Q: 3 clusters Score -4.928013e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146095 members 
Mstep: Class 2 contains 126681 members 
Entering Unmasked Estep 
Score: -49281916.000000 Penalty: 15332.597656
	Iteration 5Q: 3 clusters Score -4.928192e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
Score: -49283660.000000 Penalty: 15332.597656
	Iteration 6Q: 3 clusters Score -4.928366e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158891 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -49286320.000000 Penalty: 15332.597656
	Iteration 7Q: 3 clusters Score -4.928632e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -49291436.000000 Penalty: 15332.597656
	Iteration 8Q: 3 clusters Score -4.929144e+07 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185947 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -49300664.000000 Penalty: 15332.597656
	Iteration 9F: 3 clusters Score -4.930066e+07 nChanged 21210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207141 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -49316044.000000 Penalty: 15332.597656
	Iteration 10F: 3 clusters Score -4.931604e+07 nChanged 24481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231622 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -49337884.000000 Penalty: 15332.597656
	Iteration 11F: 3 clusters Score -4.933788e+07 nChanged 21430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253052 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -49358544.000000 Penalty: 15332.597656
	Iteration 12F: 3 clusters Score -4.935854e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265468 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -49370132.000000 Penalty: 15332.597656
	Iteration 13Q: 3 clusters Score -4.937013e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270343 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -49374572.000000 Penalty: 15332.597656
	Iteration 14Q: 3 clusters Score -4.937457e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271701 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -49375908.000000 Penalty: 15332.597656
	Iteration 15Q: 3 clusters Score -4.937591e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272020 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -49376368.000000 Penalty: 15332.597656
	Iteration 16Q: 3 clusters Score -4.937637e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272152 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -49376596.000000 Penalty: 15332.597656
	Iteration 17Q: 3 clusters Score -4.93766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272199 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -49376680.000000 Penalty: 15332.597656
	Iteration 18Q: 3 clusters Score -4.937668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -49376672.000000 Penalty: 15332.597656
	Iteration 19Q: 3 clusters Score -4.937667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272234 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -49376684.000000 Penalty: 15332.597656
	Iteration 20F: 3 clusters Score -4.937668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272237 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -49376640.000000 Penalty: 15332.597656
	Iteration 21Q: 3 clusters Score -4.937664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272240 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -49376696.000000 Penalty: 15332.597656
	Iteration 22Q: 3 clusters Score -4.93767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49376708.000000 Penalty: 15332.597656
	Iteration 23Q: 3 clusters Score -4.937671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49376728.000000 Penalty: 15332.597656
	Iteration 24Q: 3 clusters Score -4.937673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49376720.000000 Penalty: 15332.597656
	Iteration 25Q: 3 clusters Score -4.937672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49376716.000000 Penalty: 15332.597656
	Iteration 26Q: 3 clusters Score -4.937672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49376720.000000 Penalty: 15332.597656
	Iteration 27Q: 3 clusters Score -4.937672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272242 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49376760.000000 Penalty: 15332.597656
	Iteration 28Q: 3 clusters Score -4.937676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272244 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49376760.000000 Penalty: 15332.597656
	Iteration 29Q: 3 clusters Score -4.937676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49376772.000000 Penalty: 15332.597656
	Iteration 30Q: 3 clusters Score -4.937677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272247 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -49376784.000000 Penalty: 15332.597656
	Iteration 31Q: 3 clusters Score -4.937678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272249 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49376804.000000 Penalty: 15332.597656
	Iteration 32Q: 3 clusters Score -4.93768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272250 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -49376764.000000 Penalty: 15332.597656
	Iteration 33Q: 3 clusters Score -4.937676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272250 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -49376764.000000 Penalty: 15332.597656
	Iteration 34F: 3 clusters Score -4.937676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Entering Unmasked Estep 
Score: -6639864.500000 Penalty: 6475.747559
	Iteration 0F: 2 clusters Score -6639864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -6611339.000000 Penalty: 12951.495117
	Iteration 0F: 3 clusters Score -6611339 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6620563.500000 Penalty: 12951.495117
	Iteration 1F: 3 clusters Score -6620564 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -6621665.500000 Penalty: 12951.495117
	Iteration 2F: 3 clusters Score -6621666 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -6622717.000000 Penalty: 12951.495117
	Iteration 3F: 3 clusters Score -6622717 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -6623715.000000 Penalty: 12951.495117
	Iteration 4Q: 3 clusters Score -6623715 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -6624728.000000 Penalty: 12951.495117
	Iteration 5Q: 3 clusters Score -6624728 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -6625679.500000 Penalty: 12951.495117
	Iteration 6Q: 3 clusters Score -6625680 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6626735.000000 Penalty: 12951.495117
	Iteration 7Q: 3 clusters Score -6626735 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -6627776.000000 Penalty: 12951.495117
	Iteration 8Q: 3 clusters Score -6627776 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -6628702.000000 Penalty: 12951.495117
	Iteration 9Q: 3 clusters Score -6628702 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6629603.500000 Penalty: 12951.495117
	Iteration 10Q: 3 clusters Score -6629604 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6630380.500000 Penalty: 12951.495117
	Iteration 11Q: 3 clusters Score -6630380 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6631007.000000 Penalty: 12951.495117
	Iteration 12Q: 3 clusters Score -6631007 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -6631464.500000 Penalty: 12951.495117
	Iteration 13Q: 3 clusters Score -6631464 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -6631793.000000 Penalty: 12951.495117
	Iteration 14Q: 3 clusters Score -6631793 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -6632055.000000 Penalty: 12951.495117
	Iteration 15Q: 3 clusters Score -6632055 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -6632272.500000 Penalty: 12951.495117
	Iteration 16Q: 3 clusters Score -6632272 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -6632422.500000 Penalty: 12951.495117
	Iteration 17Q: 3 clusters Score -6632422 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -6632594.000000 Penalty: 12951.495117
	Iteration 18Q: 3 clusters Score -6632594 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -6632657.500000 Penalty: 12951.495117
	Iteration 19Q: 3 clusters Score -6632658 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6632772.500000 Penalty: 12951.495117
	Iteration 20F: 3 clusters Score -6632772 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -6632838.500000 Penalty: 12951.495117
	Iteration 21Q: 3 clusters Score -6632838 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6632870.000000 Penalty: 12951.495117
	Iteration 22Q: 3 clusters Score -6632870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6632909.500000 Penalty: 12951.495117
	Iteration 23Q: 3 clusters Score -6632910 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6632974.500000 Penalty: 12951.495117
	Iteration 24Q: 3 clusters Score -6632974 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -6633006.000000 Penalty: 12951.495117
	Iteration 25Q: 3 clusters Score -6633006 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -6633038.000000 Penalty: 12951.495117
	Iteration 26Q: 3 clusters Score -6633038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6633039.000000 Penalty: 12951.495117
	Iteration 27Q: 3 clusters Score -6633039 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6633056.500000 Penalty: 12951.495117
	Iteration 28Q: 3 clusters Score -6633056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -6633063.000000 Penalty: 12951.495117
	Iteration 29Q: 3 clusters Score -6633063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6633064.000000 Penalty: 12951.495117
	Iteration 30Q: 3 clusters Score -6633064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -6633094.000000 Penalty: 12951.495117
	Iteration 31Q: 3 clusters Score -6633094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -6633089.000000 Penalty: 12951.495117
	Iteration 32Q: 3 clusters Score -6633089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -6633094.500000 Penalty: 12951.495117
	Iteration 33Q: 3 clusters Score -6633094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6633093.000000 Penalty: 12951.495117
	Iteration 34Q: 3 clusters Score -6633093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6633089.000000 Penalty: 12951.495117
	Iteration 35Q: 3 clusters Score -6633089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6633111 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6633111 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6633128 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6633124 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6633112 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6633121.000000 Penalty: 12951.495117
	Iteration 41Q: 3 clusters Score -6633121 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6633127 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6633115 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6633135 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6633146 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6633159.500000 Penalty: 12951.495117
	Iteration 46Q: 3 clusters Score -6633160 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6633160 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6633162 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6633183.500000 Penalty: 12951.495117
	Iteration 49Q: 3 clusters Score -6633184 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -6633197.000000 Penalty: 12951.495117
	Iteration 50Q: 3 clusters Score -6633197 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6633226 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6633244 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6633238 nChanged 110
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Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6633262 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6633303.000000 Penalty: 12951.495117
	Iteration 55Q: 3 clusters Score -6633303 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6633312 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -6633318.000000 Penalty: 12951.495117
	Iteration 57Q: 3 clusters Score -6633318 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6633324 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6633330.500000 Penalty: 12951.495117
	Iteration 59Q: 3 clusters Score -6633330 nChanged 81
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Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6633336 nChanged 88
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Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6633372 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6633383 nChanged 111
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Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6633397 nChanged 107
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Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -6633421.000000 Penalty: 12951.495117
	Iteration 64Q: 3 clusters Score -6633421 nChanged 108
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Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6633426 nChanged 106
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Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6633436 nChanged 90
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Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6633455 nChanged 93
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Mstep: Class 1 contains 14470 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6633483 nChanged 95
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	Iteration 69Q: 3 clusters Score -6633498 nChanged 94
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Mstep: Class 1 contains 14627 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6633512 nChanged 96
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Mstep: Class 1 contains 14705 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6633514 nChanged 88
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Mstep: Class 1 contains 14771 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6633533 nChanged 99
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14947 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6633594 nChanged 108
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Mstep: Class 1 contains 15045 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6633582 nChanged 125
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Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6633604 nChanged 129
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Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6633630 nChanged 113
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Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6633668 nChanged 102
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Mstep: Class 1 contains 15450 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6633698 nChanged 124
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Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -6633723.500000 Penalty: 12951.495117
	Iteration 80F: 3 clusters Score -6633724 nChanged 110
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Mstep: Class 1 contains 15652 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6633726 nChanged 124
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6633743 nChanged 143
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Mstep: Class 1 contains 15863 members 
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	Iteration 83Q: 3 clusters Score -6633743 nChanged 146
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Mstep: Class 1 contains 15967 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6633788 nChanged 187
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Mstep: Class 1 contains 16104 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6633832 nChanged 200
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Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6633912 nChanged 222
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Mstep: Class 1 contains 16466 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6633954 nChanged 240
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Mstep: Class 1 contains 16676 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6634036 nChanged 248
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Mstep: Class 1 contains 16890 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6634086 nChanged 282
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Mstep: Class 1 contains 17122 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6634144 nChanged 261
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Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6634232 nChanged 275
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Mstep: Class 1 contains 17586 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6634308 nChanged 309
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Mstep: Class 1 contains 17849 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6634404 nChanged 332
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Mstep: Class 1 contains 18117 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6634492 nChanged 304
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Mstep: Class 1 contains 18367 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6634563 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18620 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6634662 nChanged 304
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Mstep: Class 1 contains 18864 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6634718 nChanged 312
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Mstep: Class 1 contains 19138 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6634812 nChanged 304
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Mstep: Class 1 contains 19390 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6634890 nChanged 308
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Mstep: Class 1 contains 19620 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6634966 nChanged 297
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Mstep: Class 1 contains 19845 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6635067 nChanged 296
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Mstep: Class 1 contains 20075 members 
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Entering Unmasked Estep 
Score: -6635143.000000 Penalty: 12951.495117
	Iteration 102Q: 3 clusters Score -6635143 nChanged 276
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Mstep: Class 1 contains 20301 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6635185 nChanged 250
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Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -6635254.500000 Penalty: 12951.495117
	Iteration 104Q: 3 clusters Score -6635254 nChanged 220
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Mstep: Class 1 contains 20669 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6635297 nChanged 194
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Mstep: Class 1 contains 20829 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6635373 nChanged 181
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Mstep: Class 1 contains 20976 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6635385 nChanged 179
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Mstep: Class 1 contains 21113 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6635418 nChanged 161
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Mstep: Class 1 contains 21230 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6635438 nChanged 145
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Mstep: Class 1 contains 21329 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6635462 nChanged 118
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Mstep: Class 1 contains 21415 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6635470 nChanged 123
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Mstep: Class 1 contains 21510 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6635482 nChanged 129
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Mstep: Class 1 contains 21601 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6635504 nChanged 99
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6635529 nChanged 88
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6635528 nChanged 78
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6635528 nChanged 65
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6635539 nChanged 69
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6635560 nChanged 66
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Entering Unmasked Estep 
Score: -6635542.500000 Penalty: 12951.495117
	Iteration 119Q: 3 clusters Score -6635542 nChanged 60
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Mstep: Class 1 contains 21994 members 
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Entering Unmasked Estep 
Score: -6635558.500000 Penalty: 12951.495117
	Iteration 120F: 3 clusters Score -6635558 nChanged 51
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	Iteration 121Q: 3 clusters Score -6635558 nChanged 36
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Mstep: Class 1 contains 22047 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6635572 nChanged 35
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Mstep: Class 1 contains 22070 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6635568 nChanged 27
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6635562 nChanged 24
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	Iteration 125Q: 3 clusters Score -6635570 nChanged 21
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6635566 nChanged 20
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6635564 nChanged 21
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Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6635570 nChanged 18
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Entering Unmasked Estep 
Score: -6635573.500000 Penalty: 12951.495117
	Iteration 129Q: 3 clusters Score -6635574 nChanged 11
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Entering Unmasked Estep 
Score: -6635582.000000 Penalty: 12951.495117
	Iteration 130Q: 3 clusters Score -6635582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6635585.000000 Penalty: 12951.495117
	Iteration 131Q: 3 clusters Score -6635585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -6635586.500000 Penalty: 12951.495117
	Iteration 132Q: 3 clusters Score -6635586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6635565.500000 Penalty: 12951.495117
	Iteration 133Q: 3 clusters Score -6635566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6635576.500000 Penalty: 12951.495117
	Iteration 134Q: 3 clusters Score -6635576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -6635607.000000 Penalty: 12951.495117
	Iteration 135Q: 3 clusters Score -6635607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -6635610.500000 Penalty: 12951.495117
	Iteration 136Q: 3 clusters Score -6635610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -6635611.000000 Penalty: 12951.495117
	Iteration 137Q: 3 clusters Score -6635611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6635625.000000 Penalty: 12951.495117
	Iteration 138Q: 3 clusters Score -6635625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -6635601.500000 Penalty: 12951.495117
	Iteration 139Q: 3 clusters Score -6635602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6635613.500000 Penalty: 12951.495117
	Iteration 140F: 3 clusters Score -6635614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -6635616.000000 Penalty: 12951.495117
	Iteration 141Q: 3 clusters Score -6635616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -6635620.000000 Penalty: 12951.495117
	Iteration 142Q: 3 clusters Score -6635620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -6635636.000000 Penalty: 12951.495117
	Iteration 143Q: 3 clusters Score -6635636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6635633.000000 Penalty: 12951.495117
	Iteration 144Q: 3 clusters Score -6635633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -6635635.500000 Penalty: 12951.495117
	Iteration 145Q: 3 clusters Score -6635636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6635631.000000 Penalty: 12951.495117
	Iteration 146Q: 3 clusters Score -6635631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -6635627.000000 Penalty: 12951.495117
	Iteration 147Q: 3 clusters Score -6635627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6635619.000000 Penalty: 12951.495117
	Iteration 148Q: 3 clusters Score -6635619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -6635622.000000 Penalty: 12951.495117
	Iteration 149Q: 3 clusters Score -6635622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -6635625.000000 Penalty: 12951.495117
	Iteration 150Q: 3 clusters Score -6635625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -6635629.000000 Penalty: 12951.495117
	Iteration 151Q: 3 clusters Score -6635629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -6635630.000000 Penalty: 12951.495117
	Iteration 152Q: 3 clusters Score -6635630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6635623.000000 Penalty: 12951.495117
	Iteration 153Q: 3 clusters Score -6635623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6635622.500000 Penalty: 12951.495117
	Iteration 154Q: 3 clusters Score -6635622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6635622.500000 Penalty: 12951.495117
	Iteration 155F: 3 clusters Score -6635622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Entering Unmasked Estep 
Score: -15604876.000000 Penalty: 6964.592285
	Iteration 0F: 2 clusters Score -1.560488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -15545263.000000 Penalty: 13929.184570
	Iteration 0F: 3 clusters Score -1.554526e+07 nChanged 39300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -15566881.000000 Penalty: 13929.184570
	Iteration 1F: 3 clusters Score -1.556688e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -15568009.000000 Penalty: 13929.184570
	Iteration 2Q: 3 clusters Score -1.556801e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -15569118.000000 Penalty: 13929.184570
	Iteration 3Q: 3 clusters Score -1.556912e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -15570445.000000 Penalty: 13929.184570
	Iteration 4Q: 3 clusters Score -1.557044e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -15572020.000000 Penalty: 13929.184570
	Iteration 5Q: 3 clusters Score -1.557202e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -15574136.000000 Penalty: 13929.184570
	Iteration 6Q: 3 clusters Score -1.557414e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -15576772.000000 Penalty: 13929.184570
	Iteration 7F: 3 clusters Score -1.557677e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -15580492.000000 Penalty: 13929.184570
	Iteration 8F: 3 clusters Score -1.558049e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -15585583.000000 Penalty: 13929.184570
	Iteration 9F: 3 clusters Score -1.558558e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -15592611.000000 Penalty: 13929.184570
	Iteration 10F: 3 clusters Score -1.559261e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -15600470.000000 Penalty: 13929.184570
	Iteration 11F: 3 clusters Score -1.560047e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -15606167.000000 Penalty: 13929.184570
	Iteration 12F: 3 clusters Score -1.560617e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -15608486.000000 Penalty: 13929.184570
	Iteration 13Q: 3 clusters Score -1.560849e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -15609181.000000 Penalty: 13929.184570
	Iteration 14Q: 3 clusters Score -1.560918e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -15609362.000000 Penalty: 13929.184570
	Iteration 15Q: 3 clusters Score -1.560936e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -15609420.000000 Penalty: 13929.184570
	Iteration 16Q: 3 clusters Score -1.560942e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -15609485.000000 Penalty: 13929.184570
	Iteration 17Q: 3 clusters Score -1.560948e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -15609526.000000 Penalty: 13929.184570
	Iteration 18Q: 3 clusters Score -1.560953e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -15609583.000000 Penalty: 13929.184570
	Iteration 19Q: 3 clusters Score -1.560958e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -15609580.000000 Penalty: 13929.184570
	Iteration 20F: 3 clusters Score -1.560958e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -15609579.000000 Penalty: 13929.184570
	Iteration 21Q: 3 clusters Score -1.560958e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -15609623.000000 Penalty: 13929.184570
	Iteration 22Q: 3 clusters Score -1.560962e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -15609609.000000 Penalty: 13929.184570
	Iteration 23Q: 3 clusters Score -1.560961e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -15609618.000000 Penalty: 13929.184570
	Iteration 24Q: 3 clusters Score -1.560962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -15609621.000000 Penalty: 13929.184570
	Iteration 25Q: 3 clusters Score -1.560962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -15609610.000000 Penalty: 13929.184570
	Iteration 26Q: 3 clusters Score -1.560961e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -15609592.000000 Penalty: 13929.184570
	Iteration 27Q: 3 clusters Score -1.560959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -15609615.000000 Penalty: 13929.184570
	Iteration 28Q: 3 clusters Score -1.560962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -15609604.000000 Penalty: 13929.184570
	Iteration 29Q: 3 clusters Score -1.56096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -15609583.000000 Penalty: 13929.184570
	Iteration 30Q: 3 clusters Score -1.560958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -15609609.000000 Penalty: 13929.184570
	Iteration 31Q: 3 clusters Score -1.560961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -15609616.000000 Penalty: 13929.184570
	Iteration 32Q: 3 clusters Score -1.560962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -15609632.000000 Penalty: 13929.184570
	Iteration 33Q: 3 clusters Score -1.560963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -15609612.000000 Penalty: 13929.184570
	Iteration 34Q: 3 clusters Score -1.560961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -15609637.000000 Penalty: 13929.184570
	Iteration 35Q: 3 clusters Score -1.560964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -15609646.000000 Penalty: 13929.184570
	Iteration 36Q: 3 clusters Score -1.560965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -15609646.000000 Penalty: 13929.184570
	Iteration 37Q: 3 clusters Score -1.560965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -15609640.000000 Penalty: 13929.184570
	Iteration 38Q: 3 clusters Score -1.560964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -15609641.000000 Penalty: 13929.184570
	Iteration 39Q: 3 clusters Score -1.560964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -15609638.000000 Penalty: 13929.184570
	Iteration 40F: 3 clusters Score -1.560964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -15609642.000000 Penalty: 13929.184570
	Iteration 41Q: 3 clusters Score -1.560964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -15609644.000000 Penalty: 13929.184570
	Iteration 42Q: 3 clusters Score -1.560964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -15609636.000000 Penalty: 13929.184570
	Iteration 43Q: 3 clusters Score -1.560964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -15609636.000000 Penalty: 13929.184570
	Iteration 44F: 3 clusters Score -1.560964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 51370 members 
Entering Unmasked Estep 
Score: -226738032.000000 Penalty: 198104.828125
Splitting cluster 15 changes total score from -226729264.000000 to -226738032.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (6985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Entering Unmasked Estep 
Score: -1179068.750000 Penalty: 5421.556152
	Iteration 0F: 2 clusters Score -1179069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1170939.750000 Penalty: 10843.112305
	Iteration 0F: 3 clusters Score -1170940 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1174481.500000 Penalty: 10843.112305
	Iteration 1F: 3 clusters Score -1174482 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1178657.875000 Penalty: 10843.112305
	Iteration 2F: 3 clusters Score -1178658 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1182404.125000 Penalty: 10843.112305
	Iteration 3F: 3 clusters Score -1182404 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1183724.000000 Penalty: 10843.112305
	Iteration 4F: 3 clusters Score -1183724 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1184024.250000 Penalty: 10843.112305
	Iteration 5Q: 3 clusters Score -1184024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1184105.000000 Penalty: 10843.112305
	Iteration 6Q: 3 clusters Score -1184105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1184132.750000 Penalty: 10843.112305
	Iteration 7Q: 3 clusters Score -1184133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1184146.500000 Penalty: 10843.112305
	Iteration 8Q: 3 clusters Score -1184146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1184151.625000 Penalty: 10843.112305
	Iteration 9Q: 3 clusters Score -1184152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1184153.125000 Penalty: 10843.112305
	Iteration 10Q: 3 clusters Score -1184153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1184152.625000 Penalty: 10843.112305
	Iteration 11Q: 3 clusters Score -1184153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1184152.625000 Penalty: 10843.112305
	Iteration 12F: 3 clusters Score -1184153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 51370 members 
Mstep: Class 24 contains 2235 members 
Entering Unmasked Estep 
Score: -226740528.000000 Penalty: 206718.078125
Splitting cluster 16 changes total score from -226729264.000000 to -226740528.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -649012.125000 Penalty: 5098.209961
	Iteration 0F: 2 clusters Score -649012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -643281.437500 Penalty: 10196.419922
	Iteration 0F: 3 clusters Score -643281.4 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -648275.312500 Penalty: 10196.419922
	Iteration 1F: 3 clusters Score -648275.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -652274.312500 Penalty: 10196.419922
	Iteration 2F: 3 clusters Score -652274.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -653552.312500 Penalty: 10196.419922
	Iteration 3F: 3 clusters Score -653552.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -653783.125000 Penalty: 10196.419922
	Iteration 4Q: 3 clusters Score -653783.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -653828.562500 Penalty: 10196.419922
	Iteration 5Q: 3 clusters Score -653828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -653849.875000 Penalty: 10196.419922
	Iteration 6Q: 3 clusters Score -653849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -653870.562500 Penalty: 10196.419922
	Iteration 7Q: 3 clusters Score -653870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -653877.562500 Penalty: 10196.419922
	Iteration 8Q: 3 clusters Score -653877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -653878.437500 Penalty: 10196.419922
	Iteration 9Q: 3 clusters Score -653878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -653879.625000 Penalty: 10196.419922
	Iteration 10Q: 3 clusters Score -653879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -653880.187500 Penalty: 10196.419922
	Iteration 11Q: 3 clusters Score -653880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -653880.187500 Penalty: 10196.419922
	Iteration 12F: 3 clusters Score -653880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 51370 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 790 members 
Entering Unmasked Estep 
Score: -226741264.000000 Penalty: 215331.328125
Splitting cluster 17 changes total score from -226729264.000000 to -226741264.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (70603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Entering Unmasked Estep 
Score: -12697177.000000 Penalty: 6838.457520
	Iteration 0F: 2 clusters Score -1.269718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -12647980.000000 Penalty: 13676.915039
	Iteration 0F: 3 clusters Score -1.264798e+07 nChanged 31821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -12665199.000000 Penalty: 13676.915039
	Iteration 1F: 3 clusters Score -1.26652e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -12666509.000000 Penalty: 13676.915039
	Iteration 2Q: 3 clusters Score -1.266651e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -12668341.000000 Penalty: 13676.915039
	Iteration 3Q: 3 clusters Score -1.266834e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -12670815.000000 Penalty: 13676.915039
	Iteration 4F: 3 clusters Score -1.267082e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -12673624.000000 Penalty: 13676.915039
	Iteration 5F: 3 clusters Score -1.267362e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -12676856.000000 Penalty: 13676.915039
	Iteration 6F: 3 clusters Score -1.267686e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -12681060.000000 Penalty: 13676.915039
	Iteration 7F: 3 clusters Score -1.268106e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -12685482.000000 Penalty: 13676.915039
	Iteration 8F: 3 clusters Score -1.268548e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -12690089.000000 Penalty: 13676.915039
	Iteration 9F: 3 clusters Score -1.269009e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -12694569.000000 Penalty: 13676.915039
	Iteration 10F: 3 clusters Score -1.269457e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -12698358.000000 Penalty: 13676.915039
	Iteration 11Q: 3 clusters Score -1.269836e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -12700164.000000 Penalty: 13676.915039
	Iteration 12Q: 3 clusters Score -1.270016e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -12700805.000000 Penalty: 13676.915039
	Iteration 13Q: 3 clusters Score -1.27008e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -12701083.000000 Penalty: 13676.915039
	Iteration 14Q: 3 clusters Score -1.270108e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -12701219.000000 Penalty: 13676.915039
	Iteration 15Q: 3 clusters Score -1.270122e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -12701295.000000 Penalty: 13676.915039
	Iteration 16Q: 3 clusters Score -1.27013e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -12701285.000000 Penalty: 13676.915039
	Iteration 17Q: 3 clusters Score -1.270128e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -12701352.000000 Penalty: 13676.915039
	Iteration 18Q: 3 clusters Score -1.270135e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -12701416.000000 Penalty: 13676.915039
	Iteration 19Q: 3 clusters Score -1.270142e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -12701517.000000 Penalty: 13676.915039
	Iteration 20F: 3 clusters Score -1.270152e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -12701522.000000 Penalty: 13676.915039
	Iteration 21Q: 3 clusters Score -1.270152e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -12701523.000000 Penalty: 13676.915039
	Iteration 22Q: 3 clusters Score -1.270152e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -12701498.000000 Penalty: 13676.915039
	Iteration 23Q: 3 clusters Score -1.27015e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -12701519.000000 Penalty: 13676.915039
	Iteration 24Q: 3 clusters Score -1.270152e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -12701518.000000 Penalty: 13676.915039
	Iteration 25Q: 3 clusters Score -1.270152e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -12701506.000000 Penalty: 13676.915039
	Iteration 26Q: 3 clusters Score -1.270151e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -12701528.000000 Penalty: 13676.915039
	Iteration 27Q: 3 clusters Score -1.270153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -12701530.000000 Penalty: 13676.915039
	Iteration 28Q: 3 clusters Score -1.270153e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -12701526.000000 Penalty: 13676.915039
	Iteration 29Q: 3 clusters Score -1.270153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -12701524.000000 Penalty: 13676.915039
	Iteration 30Q: 3 clusters Score -1.270152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -12701520.000000 Penalty: 13676.915039
	Iteration 31Q: 3 clusters Score -1.270152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -12701539.000000 Penalty: 13676.915039
	Iteration 32Q: 3 clusters Score -1.270154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -12701531.000000 Penalty: 13676.915039
	Iteration 33Q: 3 clusters Score -1.270153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -12701526.000000 Penalty: 13676.915039
	Iteration 34Q: 3 clusters Score -1.270153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -12701525.000000 Penalty: 13676.915039
	Iteration 35Q: 3 clusters Score -1.270152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -12701547.000000 Penalty: 13676.915039
	Iteration 36Q: 3 clusters Score -1.270155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -12701549.000000 Penalty: 13676.915039
	Iteration 37Q: 3 clusters Score -1.270155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -12701554.000000 Penalty: 13676.915039
	Iteration 38Q: 3 clusters Score -1.270155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -12701551.000000 Penalty: 13676.915039
	Iteration 39Q: 3 clusters Score -1.270155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -12701551.000000 Penalty: 13676.915039
	Iteration 40F: 3 clusters Score -1.270155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -12701548.000000 Penalty: 13676.915039
	Iteration 41Q: 3 clusters Score -1.270155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -12701558.000000 Penalty: 13676.915039
	Iteration 42Q: 3 clusters Score -1.270156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -12701558.000000 Penalty: 13676.915039
	Iteration 43Q: 3 clusters Score -1.270156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -12701559.000000 Penalty: 13676.915039
	Iteration 44Q: 3 clusters Score -1.270156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -12701560.000000 Penalty: 13676.915039
	Iteration 45Q: 3 clusters Score -1.270156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -12701541.000000 Penalty: 13676.915039
	Iteration 46Q: 3 clusters Score -1.270154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -12701536.000000 Penalty: 13676.915039
	Iteration 47Q: 3 clusters Score -1.270154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -12701534.000000 Penalty: 13676.915039
	Iteration 48Q: 3 clusters Score -1.270153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -12701527.000000 Penalty: 13676.915039
	Iteration 49Q: 3 clusters Score -1.270153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -12701525.000000 Penalty: 13676.915039
	Iteration 50Q: 3 clusters Score -1.270152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -12701534.000000 Penalty: 13676.915039
	Iteration 51Q: 3 clusters Score -1.270153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -12701533.000000 Penalty: 13676.915039
	Iteration 52Q: 3 clusters Score -1.270153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -12701536.000000 Penalty: 13676.915039
	Iteration 53Q: 3 clusters Score -1.270154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -12701536.000000 Penalty: 13676.915039
	Iteration 54F: 3 clusters Score -1.270154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 57641 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 51370 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 12962 members 
Entering Unmasked Estep 
Score: -226744560.000000 Penalty: 223944.578125
Splitting cluster 18 changes total score from -226729264.000000 to -226744560.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (178747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178747 members 
Entering Unmasked Estep 
Score: -32244236.000000 Penalty: 7407.407715
	Iteration 0F: 2 clusters Score -3.224424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -32124120.000000 Penalty: 14814.815430
	Iteration 0F: 3 clusters Score -3.212412e+07 nChanged 83729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -32170804.000000 Penalty: 14814.815430
	Iteration 1F: 3 clusters Score -3.21708e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -32172384.000000 Penalty: 14814.815430
	Iteration 2Q: 3 clusters Score -3.217238e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -32174028.000000 Penalty: 14814.815430
	Iteration 3Q: 3 clusters Score -3.217403e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -32176358.000000 Penalty: 14814.815430
	Iteration 4Q: 3 clusters Score -3.217636e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -32179800.000000 Penalty: 14814.815430
	Iteration 5Q: 3 clusters Score -3.21798e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -32185490.000000 Penalty: 14814.815430
	Iteration 6F: 3 clusters Score -3.218549e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 129502 members 
Entering Unmasked Estep 
Score: -32194558.000000 Penalty: 14814.815430
	Iteration 7F: 3 clusters Score -3.219456e+07 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -32206346.000000 Penalty: 14814.815430
	Iteration 8F: 3 clusters Score -3.220635e+07 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -32219048.000000 Penalty: 14814.815430
	Iteration 9F: 3 clusters Score -3.221905e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 166613 members 
Entering Unmasked Estep 
Score: -32228428.000000 Penalty: 14814.815430
	Iteration 10F: 3 clusters Score -3.222843e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 172318 members 
Entering Unmasked Estep 
Score: -32233602.000000 Penalty: 14814.815430
	Iteration 11Q: 3 clusters Score -3.22336e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -32235864.000000 Penalty: 14814.815430
	Iteration 12Q: 3 clusters Score -3.223586e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 176161 members 
Entering Unmasked Estep 
Score: -32236936.000000 Penalty: 14814.815430
	Iteration 13Q: 3 clusters Score -3.223694e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -32237398.000000 Penalty: 14814.815430
	Iteration 14Q: 3 clusters Score -3.22374e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 176922 members 
Entering Unmasked Estep 
Score: -32237650.000000 Penalty: 14814.815430
	Iteration 15Q: 3 clusters Score -3.223765e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 177032 members 
Entering Unmasked Estep 
Score: -32237740.000000 Penalty: 14814.815430
	Iteration 16Q: 3 clusters Score -3.223774e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 177092 members 
Entering Unmasked Estep 
Score: -32237830.000000 Penalty: 14814.815430
	Iteration 17Q: 3 clusters Score -3.223783e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 177145 members 
Entering Unmasked Estep 
Score: -32237886.000000 Penalty: 14814.815430
	Iteration 18Q: 3 clusters Score -3.223789e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -32237944.000000 Penalty: 14814.815430
	Iteration 19Q: 3 clusters Score -3.223794e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -32238000.000000 Penalty: 14814.815430
	Iteration 20F: 3 clusters Score -3.2238e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -32238030.000000 Penalty: 14814.815430
	Iteration 21Q: 3 clusters Score -3.223803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -32238088.000000 Penalty: 14814.815430
	Iteration 22Q: 3 clusters Score -3.223809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -32238108.000000 Penalty: 14814.815430
	Iteration 23Q: 3 clusters Score -3.223811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -32238094.000000 Penalty: 14814.815430
	Iteration 24Q: 3 clusters Score -3.223809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -32238122.000000 Penalty: 14814.815430
	Iteration 25Q: 3 clusters Score -3.223812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -32238152.000000 Penalty: 14814.815430
	Iteration 26Q: 3 clusters Score -3.223815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -32238124.000000 Penalty: 14814.815430
	Iteration 27Q: 3 clusters Score -3.223812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 177318 members 
Entering Unmasked Estep 
Score: -32238152.000000 Penalty: 14814.815430
	Iteration 28Q: 3 clusters Score -3.223815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 177325 members 
Entering Unmasked Estep 
Score: -32238166.000000 Penalty: 14814.815430
	Iteration 29Q: 3 clusters Score -3.223817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 177334 members 
Entering Unmasked Estep 
Score: -32238172.000000 Penalty: 14814.815430
	Iteration 30Q: 3 clusters Score -3.223817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 177340 members 
Entering Unmasked Estep 
Score: -32238150.000000 Penalty: 14814.815430
	Iteration 31Q: 3 clusters Score -3.223815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 177342 members 
Entering Unmasked Estep 
Score: -32238162.000000 Penalty: 14814.815430
	Iteration 32Q: 3 clusters Score -3.223816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -32238164.000000 Penalty: 14814.815430
	Iteration 33Q: 3 clusters Score -3.223816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 177345 members 
Entering Unmasked Estep 
Score: -32238154.000000 Penalty: 14814.815430
	Iteration 34Q: 3 clusters Score -3.223815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -32238178.000000 Penalty: 14814.815430
	Iteration 35Q: 3 clusters Score -3.223818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -32238164.000000 Penalty: 14814.815430
	Iteration 36Q: 3 clusters Score -3.223816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 177351 members 
Entering Unmasked Estep 
Score: -32238160.000000 Penalty: 14814.815430
	Iteration 37Q: 3 clusters Score -3.223816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 177352 members 
Entering Unmasked Estep 
Score: -32238170.000000 Penalty: 14814.815430
	Iteration 38Q: 3 clusters Score -3.223817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 177350 members 
Entering Unmasked Estep 
Score: -32238156.000000 Penalty: 14814.815430
	Iteration 39Q: 3 clusters Score -3.223816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -32238156.000000 Penalty: 14814.815430
	Iteration 40F: 3 clusters Score -3.223816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -1110163.500000 Penalty: 5376.441406
	Iteration 0F: 2 clusters Score -1110164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1102115.375000 Penalty: 10752.882812
	Iteration 0F: 3 clusters Score -1102115 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1103586.625000 Penalty: 10752.882812
	Iteration 1F: 3 clusters Score -1103587 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1104100.250000 Penalty: 10752.882812
	Iteration 2F: 3 clusters Score -1104100 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1104636.875000 Penalty: 10752.882812
	Iteration 3F: 3 clusters Score -1104637 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1105114.125000 Penalty: 10752.882812
	Iteration 4F: 3 clusters Score -1105114 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1105739.375000 Penalty: 10752.882812
	Iteration 5F: 3 clusters Score -1105739 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1106588.125000 Penalty: 10752.882812
	Iteration 6F: 3 clusters Score -1106588 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1107433.375000 Penalty: 10752.882812
	Iteration 7F: 3 clusters Score -1107433 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1108315.625000 Penalty: 10752.882812
	Iteration 8F: 3 clusters Score -1108316 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1109276.750000 Penalty: 10752.882812
	Iteration 9F: 3 clusters Score -1109277 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1110220.250000 Penalty: 10752.882812
	Iteration 10F: 3 clusters Score -1110220 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1110960.250000 Penalty: 10752.882812
	Iteration 11Q: 3 clusters Score -1110960 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1111538.875000 Penalty: 10752.882812
	Iteration 12Q: 3 clusters Score -1111539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1111882.750000 Penalty: 10752.882812
	Iteration 13Q: 3 clusters Score -1111883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1111966.250000 Penalty: 10752.882812
	Iteration 14Q: 3 clusters Score -1111966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1111981.125000 Penalty: 10752.882812
	Iteration 15Q: 3 clusters Score -1111981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1111990.875000 Penalty: 10752.882812
	Iteration 16Q: 3 clusters Score -1111991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1111990.375000 Penalty: 10752.882812
	Iteration 17Q: 3 clusters Score -1111990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1111990.375000 Penalty: 10752.882812
	Iteration 18F: 3 clusters Score -1111990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 57641 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 328892 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 51370 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 12962 members 
Mstep: Class 27 contains 4843 members 
Entering Unmasked Estep 
Score: -226741632.000000 Penalty: 232557.843750
Splitting cluster 20 changes total score from -226729264.000000 to -226741632.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (328892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328892 members 
Entering Unmasked Estep 
Score: -59455932.000000 Penalty: 7780.884277
	Iteration 0F: 2 clusters Score -5.945593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 164388 members 
Entering Unmasked Estep 
Score: -59246052.000000 Penalty: 15561.768555
	Iteration 0F: 3 clusters Score -5.924605e+07 nChanged 156782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -59336596.000000 Penalty: 15561.768555
	Iteration 1F: 3 clusters Score -5.93366e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -59338908.000000 Penalty: 15561.768555
	Iteration 2Q: 3 clusters Score -5.933891e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -59341292.000000 Penalty: 15561.768555
	Iteration 3Q: 3 clusters Score -5.934129e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 158790 members 
Entering Unmasked Estep 
Score: -59345152.000000 Penalty: 15561.768555
	Iteration 4Q: 3 clusters Score -5.934515e+07 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -59350668.000000 Penalty: 15561.768555
	Iteration 5Q: 3 clusters Score -5.935067e+07 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177625 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -59358540.000000 Penalty: 15561.768555
	Iteration 6Q: 3 clusters Score -5.935854e+07 nChanged 17903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183276 members 
Mstep: Class 2 contains 145616 members 
Entering Unmasked Estep 
Score: -59368116.000000 Penalty: 15561.768555
	Iteration 7F: 3 clusters Score -5.936812e+07 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -59379316.000000 Penalty: 15561.768555
	Iteration 8F: 3 clusters Score -5.937932e+07 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196491 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -59392728.000000 Penalty: 15561.768555
	Iteration 9F: 3 clusters Score -5.939273e+07 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202724 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -59405404.000000 Penalty: 15561.768555
	Iteration 10F: 3 clusters Score -5.94054e+07 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207703 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -59416304.000000 Penalty: 15561.768555
	Iteration 11F: 3 clusters Score -5.94163e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211602 members 
Mstep: Class 2 contains 117290 members 
Entering Unmasked Estep 
Score: -59423184.000000 Penalty: 15561.768555
	Iteration 12Q: 3 clusters Score -5.942318e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214892 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -59426984.000000 Penalty: 15561.768555
	Iteration 13Q: 3 clusters Score -5.942698e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218147 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -59429520.000000 Penalty: 15561.768555
	Iteration 14Q: 3 clusters Score -5.942952e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221518 members 
Mstep: Class 2 contains 107374 members 
Entering Unmasked Estep 
Score: -59431668.000000 Penalty: 15561.768555
	Iteration 15Q: 3 clusters Score -5.943167e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224813 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -59433620.000000 Penalty: 15561.768555
	Iteration 16Q: 3 clusters Score -5.943362e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228054 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -59435404.000000 Penalty: 15561.768555
	Iteration 17Q: 3 clusters Score -5.94354e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231383 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -59437396.000000 Penalty: 15561.768555
	Iteration 18Q: 3 clusters Score -5.94374e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234722 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -59438416.000000 Penalty: 15561.768555
	Iteration 19Q: 3 clusters Score -5.943842e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237888 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -59439396.000000 Penalty: 15561.768555
	Iteration 20F: 3 clusters Score -5.94394e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240963 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -59440588.000000 Penalty: 15561.768555
	Iteration 21Q: 3 clusters Score -5.944059e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243862 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -59441584.000000 Penalty: 15561.768555
	Iteration 22Q: 3 clusters Score -5.944158e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246675 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -59442536.000000 Penalty: 15561.768555
	Iteration 23Q: 3 clusters Score -5.944254e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249302 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -59443076.000000 Penalty: 15561.768555
	Iteration 24Q: 3 clusters Score -5.944308e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251654 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -59443256.000000 Penalty: 15561.768555
	Iteration 25Q: 3 clusters Score -5.944326e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253874 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -59443696.000000 Penalty: 15561.768555
	Iteration 26Q: 3 clusters Score -5.94437e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255925 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -59443856.000000 Penalty: 15561.768555
	Iteration 27Q: 3 clusters Score -5.944386e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257835 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -59443920.000000 Penalty: 15561.768555
	Iteration 28Q: 3 clusters Score -5.944392e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259557 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -59444012.000000 Penalty: 15561.768555
	Iteration 29Q: 3 clusters Score -5.944401e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261169 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -59444048.000000 Penalty: 15561.768555
	Iteration 30Q: 3 clusters Score -5.944405e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262726 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -59444296.000000 Penalty: 15561.768555
	Iteration 31Q: 3 clusters Score -5.94443e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264168 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -59444436.000000 Penalty: 15561.768555
	Iteration 32Q: 3 clusters Score -5.944444e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265570 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -59444552.000000 Penalty: 15561.768555
	Iteration 33Q: 3 clusters Score -5.944455e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266898 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -59444772.000000 Penalty: 15561.768555
	Iteration 34Q: 3 clusters Score -5.944477e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268206 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -59444812.000000 Penalty: 15561.768555
	Iteration 35Q: 3 clusters Score -5.944481e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269481 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -59444904.000000 Penalty: 15561.768555
	Iteration 36Q: 3 clusters Score -5.94449e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270733 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -59444964.000000 Penalty: 15561.768555
	Iteration 37Q: 3 clusters Score -5.944496e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271986 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -59445172.000000 Penalty: 15561.768555
	Iteration 38Q: 3 clusters Score -5.944517e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273253 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -59445176.000000 Penalty: 15561.768555
	Iteration 39Q: 3 clusters Score -5.944518e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274492 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -59445128.000000 Penalty: 15561.768555
	Iteration 40F: 3 clusters Score -5.944513e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275775 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -59445444.000000 Penalty: 15561.768555
	Iteration 41Q: 3 clusters Score -5.944544e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277125 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -59445684.000000 Penalty: 15561.768555
	Iteration 42Q: 3 clusters Score -5.944568e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278558 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -59445804.000000 Penalty: 15561.768555
	Iteration 43Q: 3 clusters Score -5.94458e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280017 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -59445968.000000 Penalty: 15561.768555
	Iteration 44Q: 3 clusters Score -5.944597e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281548 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -59446308.000000 Penalty: 15561.768555
	Iteration 45Q: 3 clusters Score -5.944631e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283071 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -59446560.000000 Penalty: 15561.768555
	Iteration 46Q: 3 clusters Score -5.944656e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284666 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -59446796.000000 Penalty: 15561.768555
	Iteration 47Q: 3 clusters Score -5.94468e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286350 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -59447480.000000 Penalty: 15561.768555
	Iteration 48Q: 3 clusters Score -5.944748e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288150 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -59447972.000000 Penalty: 15561.768555
	Iteration 49Q: 3 clusters Score -5.944797e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289950 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -59448604.000000 Penalty: 15561.768555
	Iteration 50Q: 3 clusters Score -5.94486e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291823 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -59449144.000000 Penalty: 15561.768555
	Iteration 51Q: 3 clusters Score -5.944914e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293767 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -59449476.000000 Penalty: 15561.768555
	Iteration 52Q: 3 clusters Score -5.944948e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295737 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -59450184.000000 Penalty: 15561.768555
	Iteration 53Q: 3 clusters Score -5.945018e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297692 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -59450880.000000 Penalty: 15561.768555
	Iteration 54Q: 3 clusters Score -5.945088e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299672 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -59451508.000000 Penalty: 15561.768555
	Iteration 55Q: 3 clusters Score -5.945151e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301564 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -59452284.000000 Penalty: 15561.768555
	Iteration 56Q: 3 clusters Score -5.945228e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303278 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -59452768.000000 Penalty: 15561.768555
	Iteration 57Q: 3 clusters Score -5.945277e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304910 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -59453224.000000 Penalty: 15561.768555
	Iteration 58Q: 3 clusters Score -5.945322e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306391 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -59453780.000000 Penalty: 15561.768555
	Iteration 59Q: 3 clusters Score -5.945378e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307750 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -59454260.000000 Penalty: 15561.768555
	Iteration 60F: 3 clusters Score -5.945426e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308928 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -59455008.000000 Penalty: 15561.768555
	Iteration 61Q: 3 clusters Score -5.945501e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310007 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -59455988.000000 Penalty: 15561.768555
	Iteration 62Q: 3 clusters Score -5.945599e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310952 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -59456708.000000 Penalty: 15561.768555
	Iteration 63Q: 3 clusters Score -5.945671e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311662 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -59457284.000000 Penalty: 15561.768555
	Iteration 64Q: 3 clusters Score -5.945728e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312088 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -59457788.000000 Penalty: 15561.768555
	Iteration 65Q: 3 clusters Score -5.945779e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312328 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -59457968.000000 Penalty: 15561.768555
	Iteration 66Q: 3 clusters Score -5.945797e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312438 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -59457984.000000 Penalty: 15561.768555
	Iteration 67Q: 3 clusters Score -5.945798e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312524 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -59458012.000000 Penalty: 15561.768555
	Iteration 68Q: 3 clusters Score -5.945801e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312572 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -59458080.000000 Penalty: 15561.768555
	Iteration 69Q: 3 clusters Score -5.945808e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312610 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -59458124.000000 Penalty: 15561.768555
	Iteration 70Q: 3 clusters Score -5.945812e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312641 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -59458112.000000 Penalty: 15561.768555
	Iteration 71Q: 3 clusters Score -5.945811e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312664 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -59458136.000000 Penalty: 15561.768555
	Iteration 72Q: 3 clusters Score -5.945814e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312683 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -59458104.000000 Penalty: 15561.768555
	Iteration 73Q: 3 clusters Score -5.94581e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312710 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -59458164.000000 Penalty: 15561.768555
	Iteration 74Q: 3 clusters Score -5.945816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312721 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -59458116.000000 Penalty: 15561.768555
	Iteration 75Q: 3 clusters Score -5.945812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312728 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -59458076.000000 Penalty: 15561.768555
	Iteration 76Q: 3 clusters Score -5.945808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312745 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -59458036.000000 Penalty: 15561.768555
	Iteration 77Q: 3 clusters Score -5.945804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312751 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -59458092.000000 Penalty: 15561.768555
	Iteration 78Q: 3 clusters Score -5.945809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312756 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -59458064.000000 Penalty: 15561.768555
	Iteration 79Q: 3 clusters Score -5.945806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312765 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -59458016.000000 Penalty: 15561.768555
	Iteration 80F: 3 clusters Score -5.945802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312773 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -59458028.000000 Penalty: 15561.768555
	Iteration 81Q: 3 clusters Score -5.945803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312778 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -59458072.000000 Penalty: 15561.768555
	Iteration 82Q: 3 clusters Score -5.945807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312787 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -59458044.000000 Penalty: 15561.768555
	Iteration 83Q: 3 clusters Score -5.945804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312796 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -59458040.000000 Penalty: 15561.768555
	Iteration 84Q: 3 clusters Score -5.945804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312805 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -59458048.000000 Penalty: 15561.768555
	Iteration 85Q: 3 clusters Score -5.945805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312812 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -59458052.000000 Penalty: 15561.768555
	Iteration 86Q: 3 clusters Score -5.945805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312815 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -59458136.000000 Penalty: 15561.768555
	Iteration 87Q: 3 clusters Score -5.945814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312815 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -59458088.000000 Penalty: 15561.768555
	Iteration 88Q: 3 clusters Score -5.945809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312814 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -59458084.000000 Penalty: 15561.768555
	Iteration 89Q: 3 clusters Score -5.945808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312811 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -59458108.000000 Penalty: 15561.768555
	Iteration 90Q: 3 clusters Score -5.945811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312814 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -59458096.000000 Penalty: 15561.768555
	Iteration 91Q: 3 clusters Score -5.94581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312817 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -59458072.000000 Penalty: 15561.768555
	Iteration 92Q: 3 clusters Score -5.945807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312814 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -59458072.000000 Penalty: 15561.768555
	Iteration 93Q: 3 clusters Score -5.945807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312811 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -59458060.000000 Penalty: 15561.768555
	Iteration 94Q: 3 clusters Score -5.945806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312808 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -59458048.000000 Penalty: 15561.768555
	Iteration 95Q: 3 clusters Score -5.945805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312806 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -59458060.000000 Penalty: 15561.768555
	Iteration 96Q: 3 clusters Score -5.945806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312807 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -59458048.000000 Penalty: 15561.768555
	Iteration 97Q: 3 clusters Score -5.945805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312807 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -59458048.000000 Penalty: 15561.768555
	Iteration 98F: 3 clusters Score -5.945805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 57641 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 312807 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 51370 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 12962 members 
Mstep: Class 27 contains 4843 members 
Mstep: Class 28 contains 16085 members 
Entering Unmasked Estep 
Score: -226745552.000000 Penalty: 241171.093750
Splitting cluster 21 changes total score from -226729264.000000 to -226745552.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -1322783.875000 Penalty: 5467.166504
	Iteration 0F: 2 clusters Score -1322784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1314158.500000 Penalty: 10934.333008
	Iteration 0F: 3 clusters Score -1314158 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1315896.750000 Penalty: 10934.333008
	Iteration 1F: 3 clusters Score -1315897 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1316536.500000 Penalty: 10934.333008
	Iteration 2F: 3 clusters Score -1316536 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1317060.750000 Penalty: 10934.333008
	Iteration 3F: 3 clusters Score -1317061 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1317616.125000 Penalty: 10934.333008
	Iteration 4F: 3 clusters Score -1317616 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1318035.625000 Penalty: 10934.333008
	Iteration 5F: 3 clusters Score -1318036 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1318345.125000 Penalty: 10934.333008
	Iteration 6Q: 3 clusters Score -1318345 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1318564.500000 Penalty: 10934.333008
	Iteration 7Q: 3 clusters Score -1318564 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1318753.125000 Penalty: 10934.333008
	Iteration 8Q: 3 clusters Score -1318753 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1318888.500000 Penalty: 10934.333008
	Iteration 9Q: 3 clusters Score -1318888 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1318997.250000 Penalty: 10934.333008
	Iteration 10Q: 3 clusters Score -1318997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1319076.500000 Penalty: 10934.333008
	Iteration 11Q: 3 clusters Score -1319076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1319133.250000 Penalty: 10934.333008
	Iteration 12Q: 3 clusters Score -1319133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1319166.000000 Penalty: 10934.333008
	Iteration 13Q: 3 clusters Score -1319166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1319193.250000 Penalty: 10934.333008
	Iteration 14Q: 3 clusters Score -1319193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1319213.625000 Penalty: 10934.333008
	Iteration 15Q: 3 clusters Score -1319214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1319222.000000 Penalty: 10934.333008
	Iteration 16Q: 3 clusters Score -1319222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1319238.125000 Penalty: 10934.333008
	Iteration 17Q: 3 clusters Score -1319238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1319247.625000 Penalty: 10934.333008
	Iteration 18Q: 3 clusters Score -1319248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1319257.500000 Penalty: 10934.333008
	Iteration 19Q: 3 clusters Score -1319258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1319265.250000 Penalty: 10934.333008
	Iteration 20F: 3 clusters Score -1319265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1319280.500000 Penalty: 10934.333008
	Iteration 21Q: 3 clusters Score -1319280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1319291.500000 Penalty: 10934.333008
	Iteration 22Q: 3 clusters Score -1319292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1319301.750000 Penalty: 10934.333008
	Iteration 23Q: 3 clusters Score -1319302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1319306.375000 Penalty: 10934.333008
	Iteration 24Q: 3 clusters Score -1319306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1319308.500000 Penalty: 10934.333008
	Iteration 25Q: 3 clusters Score -1319308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1319313.500000 Penalty: 10934.333008
	Iteration 26Q: 3 clusters Score -1319314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1319313.625000 Penalty: 10934.333008
	Iteration 27Q: 3 clusters Score -1319314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1319318.250000 Penalty: 10934.333008
	Iteration 28Q: 3 clusters Score -1319318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1319317.500000 Penalty: 10934.333008
	Iteration 29Q: 3 clusters Score -1319318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1319319.750000 Penalty: 10934.333008
	Iteration 30Q: 3 clusters Score -1319320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1319322.000000 Penalty: 10934.333008
	Iteration 31Q: 3 clusters Score -1319322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1319322.000000 Penalty: 10934.333008
	Iteration 32F: 3 clusters Score -1319322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 67797 members 
Mstep: Class 3 contains 84763 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 7 contains 38490 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 272776 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 15 contains 35378 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 18 contains 57641 members 
Mstep: Class 19 contains 178747 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 312807 members 
Mstep: Class 22 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226757104.000000 Penalty: 241171.093750
Iteration 39Q: 29 clusters Score -2.267571e+08 nChanged 24040
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 67418 members 
Mstep: Class 3 contains 85200 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 5 contains 10717 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 38245 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 1694 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 276919 members 
Mstep: Class 13 contains 39341 members 
Mstep: Class 14 contains 48892 members 
Mstep: Class 15 contains 35225 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 4197 members 
Mstep: Class 18 contains 59407 members 
Mstep: Class 19 contains 178172 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 307240 members 
Mstep: Class 22 contains 7607 members 
Mstep: Class 23 contains 50661 members 
Mstep: Class 24 contains 2112 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 12651 members 
Mstep: Class 27 contains 4486 members 
Mstep: Class 28 contains 16313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226768624.000000 Penalty: 241171.093750
Iteration 40F: 29 clusters Score -2.267686e+08 nChanged 19874
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 67321 members 
Mstep: Class 3 contains 85317 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 38179 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 12 contains 278645 members 
Mstep: Class 13 contains 39123 members 
Mstep: Class 14 contains 50453 members 
Mstep: Class 15 contains 35222 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 60230 members 
Mstep: Class 19 contains 177585 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 300454 members 
Mstep: Class 22 contains 7607 members 
Mstep: Class 23 contains 51579 members 
Mstep: Class 24 contains 2248 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 12605 members 
Mstep: Class 27 contains 4819 members 
Mstep: Class 28 contains 17606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226773072.000000 Penalty: 241171.093750
Iteration 41Q: 29 clusters Score -2.267731e+08 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 67124 members 
Mstep: Class 3 contains 85546 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 10126 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 38356 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 281219 members 
Mstep: Class 13 contains 39134 members 
Mstep: Class 14 contains 51604 members 
Mstep: Class 15 contains 35290 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 5128 members 
Mstep: Class 18 contains 61086 members 
Mstep: Class 19 contains 177231 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 294085 members 
Mstep: Class 22 contains 7611 members 
Mstep: Class 23 contains 51733 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 752 members 
Mstep: Class 26 contains 12514 members 
Mstep: Class 27 contains 5033 members 
Mstep: Class 28 contains 18610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226775568.000000 Penalty: 241171.093750
Iteration 42Q: 29 clusters Score -2.267756e+08 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66935 members 
Mstep: Class 3 contains 85772 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 9892 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 38529 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 284267 members 
Mstep: Class 13 contains 39141 members 
Mstep: Class 14 contains 52546 members 
Mstep: Class 15 contains 35373 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 61798 members 
Mstep: Class 19 contains 177000 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 21 contains 287911 members 
Mstep: Class 22 contains 7632 members 
Mstep: Class 23 contains 51706 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 12449 members 
Mstep: Class 27 contains 5178 members 
Mstep: Class 28 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226777520.000000 Penalty: 241171.093750
Iteration 43Q: 29 clusters Score -2.267775e+08 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66784 members 
Mstep: Class 3 contains 86024 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 9694 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 38614 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 7329 members 
Mstep: Class 12 contains 287631 members 
Mstep: Class 13 contains 39119 members 
Mstep: Class 14 contains 53348 members 
Mstep: Class 15 contains 35463 members 
Mstep: Class 16 contains 7439 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 62527 members 
Mstep: Class 19 contains 176834 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 281838 members 
Mstep: Class 22 contains 7635 members 
Mstep: Class 23 contains 51649 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 794 members 
Mstep: Class 26 contains 12389 members 
Mstep: Class 27 contains 5298 members 
Mstep: Class 28 contains 20371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226778688.000000 Penalty: 241171.093750
Iteration 44Q: 29 clusters Score -2.267787e+08 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66608 members 
Mstep: Class 3 contains 86249 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 9522 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 38695 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 291125 members 
Mstep: Class 13 contains 39105 members 
Mstep: Class 14 contains 54064 members 
Mstep: Class 15 contains 35525 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 5808 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 176737 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 275931 members 
Mstep: Class 22 contains 7637 members 
Mstep: Class 23 contains 51607 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 12303 members 
Mstep: Class 27 contains 5377 members 
Mstep: Class 28 contains 21159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226779984.000000 Penalty: 241171.093750
Iteration 45Q: 29 clusters Score -2.2678e+08 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66397 members 
Mstep: Class 3 contains 86429 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 38766 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 294554 members 
Mstep: Class 13 contains 39083 members 
Mstep: Class 14 contains 54698 members 
Mstep: Class 15 contains 35564 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 5957 members 
Mstep: Class 18 contains 63836 members 
Mstep: Class 19 contains 176688 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 270345 members 
Mstep: Class 22 contains 7641 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 842 members 
Mstep: Class 26 contains 12229 members 
Mstep: Class 27 contains 5455 members 
Mstep: Class 28 contains 21927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226782144.000000 Penalty: 241171.093750
Iteration 46Q: 29 clusters Score -2.267821e+08 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66204 members 
Mstep: Class 3 contains 86651 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 9217 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 38813 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 297925 members 
Mstep: Class 13 contains 39056 members 
Mstep: Class 14 contains 55281 members 
Mstep: Class 15 contains 35601 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 64420 members 
Mstep: Class 19 contains 176639 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 264914 members 
Mstep: Class 22 contains 7646 members 
Mstep: Class 23 contains 51567 members 
Mstep: Class 24 contains 2302 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 12180 members 
Mstep: Class 27 contains 5521 members 
Mstep: Class 28 contains 22653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226782656.000000 Penalty: 241171.093750
Iteration 47Q: 29 clusters Score -2.267827e+08 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 65993 members 
Mstep: Class 3 contains 86847 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 38834 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 301187 members 
Mstep: Class 13 contains 39024 members 
Mstep: Class 14 contains 55867 members 
Mstep: Class 15 contains 35635 members 
Mstep: Class 16 contains 7749 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 64967 members 
Mstep: Class 19 contains 176600 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 259793 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 51553 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 12131 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 23360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226784224.000000 Penalty: 241171.093750
Iteration 48Q: 29 clusters Score -2.267842e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 65768 members 
Mstep: Class 3 contains 87030 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8868 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 38886 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 12 contains 304369 members 
Mstep: Class 13 contains 38986 members 
Mstep: Class 14 contains 56410 members 
Mstep: Class 15 contains 35654 members 
Mstep: Class 16 contains 7763 members 
Mstep: Class 17 contains 6301 members 
Mstep: Class 18 contains 65435 members 
Mstep: Class 19 contains 176568 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 254943 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 51571 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 12079 members 
Mstep: Class 27 contains 5632 members 
Mstep: Class 28 contains 23991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226785424.000000 Penalty: 241171.093750
Iteration 49Q: 29 clusters Score -2.267854e+08 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 65506 members 
Mstep: Class 3 contains 87122 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8728 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 38895 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 7345 members 
Mstep: Class 12 contains 307509 members 
Mstep: Class 13 contains 38962 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 35681 members 
Mstep: Class 16 contains 7779 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 65841 members 
Mstep: Class 19 contains 176545 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 21 contains 250367 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 51634 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 12039 members 
Mstep: Class 27 contains 5690 members 
Mstep: Class 28 contains 24618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226785840.000000 Penalty: 241171.093750
Iteration 50Q: 29 clusters Score -2.267858e+08 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 65254 members 
Mstep: Class 3 contains 87240 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 310451 members 
Mstep: Class 13 contains 38935 members 
Mstep: Class 14 contains 57280 members 
Mstep: Class 15 contains 35699 members 
Mstep: Class 16 contains 7790 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 66231 members 
Mstep: Class 19 contains 176517 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 246114 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 51677 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 12007 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 25205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226786720.000000 Penalty: 241171.093750
Iteration 51Q: 29 clusters Score -2.267867e+08 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 64949 members 
Mstep: Class 3 contains 87389 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8452 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 38956 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 313229 members 
Mstep: Class 13 contains 38911 members 
Mstep: Class 14 contains 57668 members 
Mstep: Class 15 contains 35705 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 66587 members 
Mstep: Class 19 contains 176490 members 
Mstep: Class 20 contains 1735 members 
Mstep: Class 21 contains 242114 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 51734 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 932 members 
Mstep: Class 26 contains 11988 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 25787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226788160.000000 Penalty: 241171.093750
Iteration 52Q: 29 clusters Score -2.267882e+08 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 64670 members 
Mstep: Class 3 contains 87527 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 38987 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 315853 members 
Mstep: Class 13 contains 38890 members 
Mstep: Class 14 contains 58048 members 
Mstep: Class 15 contains 35714 members 
Mstep: Class 16 contains 7822 members 
Mstep: Class 17 contains 6519 members 
Mstep: Class 18 contains 66876 members 
Mstep: Class 19 contains 176477 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 238364 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 51820 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 944 members 
Mstep: Class 26 contains 11957 members 
Mstep: Class 27 contains 5771 members 
Mstep: Class 28 contains 26292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226790064.000000 Penalty: 241171.093750
Iteration 53Q: 29 clusters Score -2.267901e+08 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 64341 members 
Mstep: Class 3 contains 87666 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 39012 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1694 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 318412 members 
Mstep: Class 13 contains 38879 members 
Mstep: Class 14 contains 58380 members 
Mstep: Class 15 contains 35721 members 
Mstep: Class 16 contains 7837 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 67159 members 
Mstep: Class 19 contains 176470 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 234856 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 51884 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 11936 members 
Mstep: Class 27 contains 5783 members 
Mstep: Class 28 contains 26764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226790896.000000 Penalty: 241171.093750
Iteration 54Q: 29 clusters Score -2.267909e+08 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63969 members 
Mstep: Class 3 contains 87785 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 39037 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1695 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 320729 members 
Mstep: Class 13 contains 38858 members 
Mstep: Class 14 contains 58682 members 
Mstep: Class 15 contains 35725 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 6570 members 
Mstep: Class 18 contains 67386 members 
Mstep: Class 19 contains 176455 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 231718 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 51948 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 11913 members 
Mstep: Class 27 contains 5839 members 
Mstep: Class 28 contains 27269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226792384.000000 Penalty: 241171.093750
Iteration 55Q: 29 clusters Score -2.267924e+08 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63611 members 
Mstep: Class 3 contains 87923 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 39057 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 7361 members 
Mstep: Class 12 contains 322986 members 
Mstep: Class 13 contains 38836 members 
Mstep: Class 14 contains 58976 members 
Mstep: Class 15 contains 35729 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 67570 members 
Mstep: Class 19 contains 176447 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 228711 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 51976 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 11891 members 
Mstep: Class 27 contains 5883 members 
Mstep: Class 28 contains 27757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226793168.000000 Penalty: 241171.093750
Iteration 56Q: 29 clusters Score -2.267932e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 88060 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 39070 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 7364 members 
Mstep: Class 12 contains 325101 members 
Mstep: Class 13 contains 38824 members 
Mstep: Class 14 contains 59254 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 7859 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 67725 members 
Mstep: Class 19 contains 176438 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 225878 members 
Mstep: Class 22 contains 7673 members 
Mstep: Class 23 contains 52014 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 11874 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 28222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226794368.000000 Penalty: 241171.093750
Iteration 57Q: 29 clusters Score -2.267944e+08 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62854 members 
Mstep: Class 3 contains 88172 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 39072 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 4337 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 327189 members 
Mstep: Class 13 contains 38790 members 
Mstep: Class 14 contains 59546 members 
Mstep: Class 15 contains 35747 members 
Mstep: Class 16 contains 7870 members 
Mstep: Class 17 contains 6607 members 
Mstep: Class 18 contains 67791 members 
Mstep: Class 19 contains 176429 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 223207 members 
Mstep: Class 22 contains 7676 members 
Mstep: Class 23 contains 52062 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 11860 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 28673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226795648.000000 Penalty: 241171.093750
Iteration 58Q: 29 clusters Score -2.267956e+08 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62433 members 
Mstep: Class 3 contains 88278 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 39081 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 329185 members 
Mstep: Class 13 contains 38769 members 
Mstep: Class 14 contains 59828 members 
Mstep: Class 15 contains 35751 members 
Mstep: Class 16 contains 7885 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 67909 members 
Mstep: Class 19 contains 176397 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 220616 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 52137 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 29120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226796720.000000 Penalty: 241171.093750
Iteration 59Q: 29 clusters Score -2.267967e+08 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62037 members 
Mstep: Class 3 contains 88363 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 39098 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1695 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 7370 members 
Mstep: Class 12 contains 331076 members 
Mstep: Class 13 contains 38760 members 
Mstep: Class 14 contains 60138 members 
Mstep: Class 15 contains 35755 members 
Mstep: Class 16 contains 7886 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 67981 members 
Mstep: Class 19 contains 176377 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 218197 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 52178 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 11819 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 29535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797488.000000 Penalty: 241171.093750
Iteration 60F: 29 clusters Score -2.267975e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 61660 members 
Mstep: Class 3 contains 88431 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 39093 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1694 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 332808 members 
Mstep: Class 13 contains 38748 members 
Mstep: Class 14 contains 60417 members 
Mstep: Class 15 contains 35755 members 
Mstep: Class 16 contains 7884 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 18 contains 67987 members 
Mstep: Class 19 contains 176363 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 216022 members 
Mstep: Class 22 contains 7688 members 
Mstep: Class 23 contains 52248 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 961 members 
Mstep: Class 26 contains 11794 members 
Mstep: Class 27 contains 6189 members 
Mstep: Class 28 contains 29935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226798400.000000 Penalty: 241171.093750
Iteration 61Q: 29 clusters Score -2.267984e+08 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 61324 members 
Mstep: Class 3 contains 88512 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 39090 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 334476 members 
Mstep: Class 13 contains 38729 members 
Mstep: Class 14 contains 60690 members 
Mstep: Class 15 contains 35757 members 
Mstep: Class 16 contains 7885 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 67992 members 
Mstep: Class 19 contains 176336 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 213894 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 52291 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 962 members 
Mstep: Class 26 contains 11765 members 
Mstep: Class 27 contains 6345 members 
Mstep: Class 28 contains 30321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226800096.000000 Penalty: 241171.093750
Iteration 62Q: 29 clusters Score -2.268001e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 61048 members 
Mstep: Class 3 contains 88608 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 39091 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 7332 members 
Mstep: Class 12 contains 336232 members 
Mstep: Class 13 contains 38701 members 
Mstep: Class 14 contains 60924 members 
Mstep: Class 15 contains 35764 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 67948 members 
Mstep: Class 19 contains 176331 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 211734 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 52311 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 965 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 6489 members 
Mstep: Class 28 contains 30656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226800368.000000 Penalty: 241171.093750
Iteration 63Q: 29 clusters Score -2.268004e+08 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60738 members 
Mstep: Class 3 contains 88697 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 39100 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 7336 members 
Mstep: Class 12 contains 337873 members 
Mstep: Class 13 contains 38669 members 
Mstep: Class 14 contains 61132 members 
Mstep: Class 15 contains 35769 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 67886 members 
Mstep: Class 19 contains 176333 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 209707 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 52352 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 966 members 
Mstep: Class 26 contains 11714 members 
Mstep: Class 27 contains 6624 members 
Mstep: Class 28 contains 30999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226802272.000000 Penalty: 241171.093750
Iteration 64Q: 29 clusters Score -2.268023e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60453 members 
Mstep: Class 3 contains 88773 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6951 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 39121 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 339487 members 
Mstep: Class 13 contains 38655 members 
Mstep: Class 14 contains 61368 members 
Mstep: Class 15 contains 35765 members 
Mstep: Class 16 contains 7870 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 67797 members 
Mstep: Class 19 contains 176317 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 207792 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 52378 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 966 members 
Mstep: Class 26 contains 11698 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 31318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226802800.000000 Penalty: 241171.093750
Iteration 65Q: 29 clusters Score -2.268028e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60204 members 
Mstep: Class 3 contains 88873 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6859 members 
Mstep: Class 6 contains 1442 members 
Mstep: Class 7 contains 39123 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 12 contains 341064 members 
Mstep: Class 13 contains 38650 members 
Mstep: Class 14 contains 61566 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 67658 members 
Mstep: Class 19 contains 176297 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 205981 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 52405 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 966 members 
Mstep: Class 26 contains 11690 members 
Mstep: Class 27 contains 6823 members 
Mstep: Class 28 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226803168.000000 Penalty: 241171.093750
Iteration 66Q: 29 clusters Score -2.268032e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59994 members 
Mstep: Class 3 contains 88946 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 1443 members 
Mstep: Class 7 contains 39117 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4741 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 342384 members 
Mstep: Class 13 contains 38631 members 
Mstep: Class 14 contains 61795 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 67502 members 
Mstep: Class 19 contains 176285 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 204423 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 52466 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11685 members 
Mstep: Class 27 contains 6877 members 
Mstep: Class 28 contains 31923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226803648.000000 Penalty: 241171.093750
Iteration 67Q: 29 clusters Score -2.268036e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59767 members 
Mstep: Class 3 contains 88998 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 39113 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 7325 members 
Mstep: Class 12 contains 343797 members 
Mstep: Class 13 contains 38638 members 
Mstep: Class 14 contains 62000 members 
Mstep: Class 15 contains 35766 members 
Mstep: Class 16 contains 7841 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 18 contains 67296 members 
Mstep: Class 19 contains 176273 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 202904 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 52533 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11671 members 
Mstep: Class 27 contains 6937 members 
Mstep: Class 28 contains 32180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226803968.000000 Penalty: 241171.093750
Iteration 68Q: 29 clusters Score -2.26804e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59591 members 
Mstep: Class 3 contains 89023 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 39111 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 345256 members 
Mstep: Class 13 contains 38635 members 
Mstep: Class 14 contains 62172 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 7833 members 
Mstep: Class 17 contains 6666 members 
Mstep: Class 18 contains 67090 members 
Mstep: Class 19 contains 176265 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 201385 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 52600 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11656 members 
Mstep: Class 27 contains 6991 members 
Mstep: Class 28 contains 32406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226804416.000000 Penalty: 241171.093750
Iteration 69Q: 29 clusters Score -2.268044e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59420 members 
Mstep: Class 3 contains 89039 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 39105 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 346796 members 
Mstep: Class 13 contains 38630 members 
Mstep: Class 14 contains 62362 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 7822 members 
Mstep: Class 17 contains 6669 members 
Mstep: Class 18 contains 66870 members 
Mstep: Class 19 contains 176259 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 199804 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 52651 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11648 members 
Mstep: Class 27 contains 7043 members 
Mstep: Class 28 contains 32638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226805072.000000 Penalty: 241171.093750
Iteration 70Q: 29 clusters Score -2.268051e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59247 members 
Mstep: Class 3 contains 89047 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 39120 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 348313 members 
Mstep: Class 13 contains 38633 members 
Mstep: Class 14 contains 62547 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 7813 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 66640 members 
Mstep: Class 19 contains 176247 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 198275 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 52701 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11640 members 
Mstep: Class 27 contains 7081 members 
Mstep: Class 28 contains 32849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226805264.000000 Penalty: 241171.093750
Iteration 71Q: 29 clusters Score -2.268053e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59091 members 
Mstep: Class 3 contains 89063 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 7295 members 
Mstep: Class 12 contains 349830 members 
Mstep: Class 13 contains 38649 members 
Mstep: Class 14 contains 62766 members 
Mstep: Class 15 contains 35762 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 66418 members 
Mstep: Class 19 contains 176231 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 196701 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 52746 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11637 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 33022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226806496.000000 Penalty: 241171.093750
Iteration 72Q: 29 clusters Score -2.268065e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58947 members 
Mstep: Class 3 contains 89083 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 39140 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 351385 members 
Mstep: Class 13 contains 38654 members 
Mstep: Class 14 contains 62959 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 66199 members 
Mstep: Class 19 contains 176223 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 195119 members 
Mstep: Class 22 contains 7677 members 
Mstep: Class 23 contains 52788 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11632 members 
Mstep: Class 27 contains 7142 members 
Mstep: Class 28 contains 33183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226807088.000000 Penalty: 241171.093750
Iteration 73Q: 29 clusters Score -2.268071e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58810 members 
Mstep: Class 3 contains 89069 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39144 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 7303 members 
Mstep: Class 12 contains 352937 members 
Mstep: Class 13 contains 38656 members 
Mstep: Class 14 contains 63132 members 
Mstep: Class 15 contains 35760 members 
Mstep: Class 16 contains 7812 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 65937 members 
Mstep: Class 19 contains 176214 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 193642 members 
Mstep: Class 22 contains 7675 members 
Mstep: Class 23 contains 52855 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 7158 members 
Mstep: Class 28 contains 33323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 8508.005859 but Gain 8613.250000
Score: -226808592.000000 Penalty: 232557.843750
Iteration 74Q: 28 clusters Score -2.268086e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58670 members 
Mstep: Class 3 contains 89064 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39163 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 7363 members 
Mstep: Class 12 contains 356042 members 
Mstep: Class 13 contains 38680 members 
Mstep: Class 14 contains 67644 members 
Mstep: Class 15 contains 35764 members 
Mstep: Class 16 contains 7814 members 
Mstep: Class 17 contains 6687 members 
Mstep: Class 18 contains 65696 members 
Mstep: Class 19 contains 176209 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 192124 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 52925 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11623 members 
Mstep: Class 27 contains 7187 members 
Mstep: Class 28 contains 33461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226815712.000000 Penalty: 232557.843750
Iteration 75Q: 28 clusters Score -2.268157e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58584 members 
Mstep: Class 3 contains 89069 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39193 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5174 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 356907 members 
Mstep: Class 13 contains 38691 members 
Mstep: Class 14 contains 68307 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 6689 members 
Mstep: Class 18 contains 65449 members 
Mstep: Class 19 contains 176189 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 190565 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53016 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 7203 members 
Mstep: Class 28 contains 33582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226816272.000000 Penalty: 232557.843750
Iteration 76Q: 28 clusters Score -2.268163e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58492 members 
Mstep: Class 3 contains 89067 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39203 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5326 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 358193 members 
Mstep: Class 13 contains 38689 members 
Mstep: Class 14 contains 68753 members 
Mstep: Class 15 contains 35769 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 65153 members 
Mstep: Class 19 contains 176169 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 188897 members 
Mstep: Class 22 contains 7673 members 
Mstep: Class 23 contains 53097 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11609 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 33680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226817248.000000 Penalty: 232557.843750
Iteration 77Q: 28 clusters Score -2.268172e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58369 members 
Mstep: Class 3 contains 89073 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39210 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 7282 members 
Mstep: Class 12 contains 359728 members 
Mstep: Class 13 contains 38694 members 
Mstep: Class 14 contains 69116 members 
Mstep: Class 15 contains 35769 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 18 contains 64857 members 
Mstep: Class 19 contains 176148 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 187121 members 
Mstep: Class 22 contains 7675 members 
Mstep: Class 23 contains 53196 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11596 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 33763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226817728.000000 Penalty: 232557.843750
Iteration 78Q: 28 clusters Score -2.268177e+08 nChanged 4195
Entering ConstructFrom: 
Score: -226817728.000000 Penalty: 232557.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -175551.546875 Penalty: 4363.249512
	Iteration 0F: 2 clusters Score -175551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -171517.046875 Penalty: 8726.499023
	Iteration 0F: 3 clusters Score -171517 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172827.453125 Penalty: 8726.499023
	Iteration 1F: 3 clusters Score -172827.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173354.812500 Penalty: 8726.499023
	Iteration 2F: 3 clusters Score -173354.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173740.500000 Penalty: 8726.499023
	Iteration 3F: 3 clusters Score -173740.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173924.015625 Penalty: 8726.499023
	Iteration 4Q: 3 clusters Score -173924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -174157.687500 Penalty: 8726.499023
	Iteration 5Q: 3 clusters Score -174157.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -174386.656250 Penalty: 8726.499023
	Iteration 6Q: 3 clusters Score -174386.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -174499.328125 Penalty: 8726.499023
	Iteration 7Q: 3 clusters Score -174499.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -174600.515625 Penalty: 8726.499023
	Iteration 8Q: 3 clusters Score -174600.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -174662.609375 Penalty: 8726.499023
	Iteration 9Q: 3 clusters Score -174662.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174733.125000 Penalty: 8726.499023
	Iteration 10Q: 3 clusters Score -174733.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -174783.796875 Penalty: 8726.499023
	Iteration 11Q: 3 clusters Score -174783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -174822.562500 Penalty: 8726.499023
	Iteration 12Q: 3 clusters Score -174822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174865.000000 Penalty: 8726.499023
	Iteration 13Q: 3 clusters Score -174865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174892.187500 Penalty: 8726.499023
	Iteration 14Q: 3 clusters Score -174892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174928.250000 Penalty: 8726.499023
	Iteration 15Q: 3 clusters Score -174928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175002.531250 Penalty: 8726.499023
	Iteration 16Q: 3 clusters Score -175002.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175086.718750 Penalty: 8726.499023
	Iteration 17Q: 3 clusters Score -175086.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175135.734375 Penalty: 8726.499023
	Iteration 18Q: 3 clusters Score -175135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175167.125000 Penalty: 8726.499023
	Iteration 19Q: 3 clusters Score -175167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175183.250000 Penalty: 8726.499023
	Iteration 20F: 3 clusters Score -175183.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -175210.218750 Penalty: 8726.499023
	Iteration 21Q: 3 clusters Score -175210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175223.828125 Penalty: 8726.499023
	Iteration 22Q: 3 clusters Score -175223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175227.187500 Penalty: 8726.499023
	Iteration 23Q: 3 clusters Score -175227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175227.187500 Penalty: 8726.499023
	Iteration 24F: 3 clusters Score -175227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Entering Unmasked Estep 
Score: -10588353.000000 Penalty: 6720.666504
	Iteration 0F: 2 clusters Score -1.058835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -10547436.000000 Penalty: 13441.333008
	Iteration 0F: 3 clusters Score -1.054744e+07 nChanged 25755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -10561431.000000 Penalty: 13441.333008
	Iteration 1F: 3 clusters Score -1.056143e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -10562550.000000 Penalty: 13441.333008
	Iteration 2F: 3 clusters Score -1.056255e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -10563528.000000 Penalty: 13441.333008
	Iteration 3Q: 3 clusters Score -1.056353e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -10564444.000000 Penalty: 13441.333008
	Iteration 4Q: 3 clusters Score -1.056444e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -10565699.000000 Penalty: 13441.333008
	Iteration 5Q: 3 clusters Score -1.05657e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -10567240.000000 Penalty: 13441.333008
	Iteration 6Q: 3 clusters Score -1.056724e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -10569548.000000 Penalty: 13441.333008
	Iteration 7F: 3 clusters Score -1.056955e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -10572490.000000 Penalty: 13441.333008
	Iteration 8F: 3 clusters Score -1.057249e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -10576118.000000 Penalty: 13441.333008
	Iteration 9F: 3 clusters Score -1.057612e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -10579732.000000 Penalty: 13441.333008
	Iteration 10F: 3 clusters Score -1.057973e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -10582712.000000 Penalty: 13441.333008
	Iteration 11F: 3 clusters Score -1.058271e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -10584708.000000 Penalty: 13441.333008
	Iteration 12Q: 3 clusters Score -1.058471e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -10585969.000000 Penalty: 13441.333008
	Iteration 13Q: 3 clusters Score -1.058597e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -10586747.000000 Penalty: 13441.333008
	Iteration 14Q: 3 clusters Score -1.058675e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -10587175.000000 Penalty: 13441.333008
	Iteration 15Q: 3 clusters Score -1.058718e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -10587461.000000 Penalty: 13441.333008
	Iteration 16Q: 3 clusters Score -1.058746e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -10587596.000000 Penalty: 13441.333008
	Iteration 17Q: 3 clusters Score -1.05876e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -10587701.000000 Penalty: 13441.333008
	Iteration 18Q: 3 clusters Score -1.05877e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -10587788.000000 Penalty: 13441.333008
	Iteration 19Q: 3 clusters Score -1.058779e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -10587797.000000 Penalty: 13441.333008
	Iteration 20F: 3 clusters Score -1.05878e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -10587843.000000 Penalty: 13441.333008
	Iteration 21Q: 3 clusters Score -1.058784e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -10587849.000000 Penalty: 13441.333008
	Iteration 22Q: 3 clusters Score -1.058785e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -10587859.000000 Penalty: 13441.333008
	Iteration 23Q: 3 clusters Score -1.058786e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -10587849.000000 Penalty: 13441.333008
	Iteration 24Q: 3 clusters Score -1.058785e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -10587866.000000 Penalty: 13441.333008
	Iteration 25Q: 3 clusters Score -1.058787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -10587866.000000 Penalty: 13441.333008
	Iteration 26Q: 3 clusters Score -1.058787e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -10587857.000000 Penalty: 13441.333008
	Iteration 27Q: 3 clusters Score -1.058786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -10587862.000000 Penalty: 13441.333008
	Iteration 28Q: 3 clusters Score -1.058786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -10587854.000000 Penalty: 13441.333008
	Iteration 29Q: 3 clusters Score -1.058785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -10587835.000000 Penalty: 13441.333008
	Iteration 30Q: 3 clusters Score -1.058784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -10587837.000000 Penalty: 13441.333008
	Iteration 31Q: 3 clusters Score -1.058784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -10587847.000000 Penalty: 13441.333008
	Iteration 32Q: 3 clusters Score -1.058785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -10587846.000000 Penalty: 13441.333008
	Iteration 33Q: 3 clusters Score -1.058785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -10587850.000000 Penalty: 13441.333008
	Iteration 34Q: 3 clusters Score -1.058785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -10587859.000000 Penalty: 13441.333008
	Iteration 35Q: 3 clusters Score -1.058786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -10587861.000000 Penalty: 13441.333008
	Iteration 36Q: 3 clusters Score -1.058786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -10587863.000000 Penalty: 13441.333008
	Iteration 37Q: 3 clusters Score -1.058786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -10587863.000000 Penalty: 13441.333008
	Iteration 38Q: 3 clusters Score -1.058786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -10587863.000000 Penalty: 13441.333008
	Iteration 39F: 3 clusters Score -1.058786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (89043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Entering Unmasked Estep 
Score: -16016843.000000 Penalty: 6980.585449
	Iteration 0F: 2 clusters Score -1.601684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -15955667.000000 Penalty: 13961.170898
	Iteration 0F: 3 clusters Score -1.595567e+07 nChanged 40567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -15977763.000000 Penalty: 13961.170898
	Iteration 1F: 3 clusters Score -1.597776e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -15979023.000000 Penalty: 13961.170898
	Iteration 2Q: 3 clusters Score -1.597902e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -15980296.000000 Penalty: 13961.170898
	Iteration 3Q: 3 clusters Score -1.59803e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -15981795.000000 Penalty: 13961.170898
	Iteration 4Q: 3 clusters Score -1.59818e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -15983349.000000 Penalty: 13961.170898
	Iteration 5Q: 3 clusters Score -1.598335e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -15984841.000000 Penalty: 13961.170898
	Iteration 6Q: 3 clusters Score -1.598484e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -15986358.000000 Penalty: 13961.170898
	Iteration 7Q: 3 clusters Score -1.598636e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -15988061.000000 Penalty: 13961.170898
	Iteration 8Q: 3 clusters Score -1.598806e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -15990036.000000 Penalty: 13961.170898
	Iteration 9Q: 3 clusters Score -1.599004e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -15991860.000000 Penalty: 13961.170898
	Iteration 10Q: 3 clusters Score -1.599186e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -15993605.000000 Penalty: 13961.170898
	Iteration 11Q: 3 clusters Score -1.59936e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -15995292.000000 Penalty: 13961.170898
	Iteration 12Q: 3 clusters Score -1.599529e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -15996969.000000 Penalty: 13961.170898
	Iteration 13Q: 3 clusters Score -1.599697e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -15998808.000000 Penalty: 13961.170898
	Iteration 14Q: 3 clusters Score -1.599881e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -16000771.000000 Penalty: 13961.170898
	Iteration 15Q: 3 clusters Score -1.600077e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -16002899.000000 Penalty: 13961.170898
	Iteration 16Q: 3 clusters Score -1.60029e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -16005285.000000 Penalty: 13961.170898
	Iteration 17Q: 3 clusters Score -1.600528e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -16007083.000000 Penalty: 13961.170898
	Iteration 18Q: 3 clusters Score -1.600708e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -16008411.000000 Penalty: 13961.170898
	Iteration 19Q: 3 clusters Score -1.600841e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -16009332.000000 Penalty: 13961.170898
	Iteration 20F: 3 clusters Score -1.600933e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -16009936.000000 Penalty: 13961.170898
	Iteration 21Q: 3 clusters Score -1.600994e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -16010377.000000 Penalty: 13961.170898
	Iteration 22Q: 3 clusters Score -1.601038e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -16010687.000000 Penalty: 13961.170898
	Iteration 23Q: 3 clusters Score -1.601069e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -16010972.000000 Penalty: 13961.170898
	Iteration 24Q: 3 clusters Score -1.601097e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -16011175.000000 Penalty: 13961.170898
	Iteration 25Q: 3 clusters Score -1.601118e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -16011295.000000 Penalty: 13961.170898
	Iteration 26Q: 3 clusters Score -1.60113e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -16011453.000000 Penalty: 13961.170898
	Iteration 27Q: 3 clusters Score -1.601145e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -16011558.000000 Penalty: 13961.170898
	Iteration 28Q: 3 clusters Score -1.601156e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -16011641.000000 Penalty: 13961.170898
	Iteration 29Q: 3 clusters Score -1.601164e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -16011716.000000 Penalty: 13961.170898
	Iteration 30Q: 3 clusters Score -1.601172e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -16011747.000000 Penalty: 13961.170898
	Iteration 31Q: 3 clusters Score -1.601175e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -16011771.000000 Penalty: 13961.170898
	Iteration 32Q: 3 clusters Score -1.601177e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -16011782.000000 Penalty: 13961.170898
	Iteration 33Q: 3 clusters Score -1.601178e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -16011840.000000 Penalty: 13961.170898
	Iteration 34Q: 3 clusters Score -1.601184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 86065 members 
Entering Unmasked Estep 
Score: -16011863.000000 Penalty: 13961.170898
	Iteration 35Q: 3 clusters Score -1.601186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -16011877.000000 Penalty: 13961.170898
	Iteration 36Q: 3 clusters Score -1.601188e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -16011910.000000 Penalty: 13961.170898
	Iteration 37Q: 3 clusters Score -1.601191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -16011919.000000 Penalty: 13961.170898
	Iteration 38Q: 3 clusters Score -1.601192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -16011933.000000 Penalty: 13961.170898
	Iteration 39Q: 3 clusters Score -1.601193e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -16011969.000000 Penalty: 13961.170898
	Iteration 40F: 3 clusters Score -1.601197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -16011997.000000 Penalty: 13961.170898
	Iteration 41Q: 3 clusters Score -1.6012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -16012025.000000 Penalty: 13961.170898
	Iteration 42Q: 3 clusters Score -1.601202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -16012042.000000 Penalty: 13961.170898
	Iteration 43Q: 3 clusters Score -1.601204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -16012040.000000 Penalty: 13961.170898
	Iteration 44Q: 3 clusters Score -1.601204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -16012042.000000 Penalty: 13961.170898
	Iteration 45Q: 3 clusters Score -1.601204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -16012058.000000 Penalty: 13961.170898
	Iteration 46Q: 3 clusters Score -1.601206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -16012071.000000 Penalty: 13961.170898
	Iteration 47Q: 3 clusters Score -1.601207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -16012078.000000 Penalty: 13961.170898
	Iteration 48Q: 3 clusters Score -1.601208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -16012087.000000 Penalty: 13961.170898
	Iteration 49Q: 3 clusters Score -1.601209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -16012082.000000 Penalty: 13961.170898
	Iteration 50Q: 3 clusters Score -1.601208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -16012087.000000 Penalty: 13961.170898
	Iteration 51Q: 3 clusters Score -1.601209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -16012081.000000 Penalty: 13961.170898
	Iteration 52Q: 3 clusters Score -1.601208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -16012094.000000 Penalty: 13961.170898
	Iteration 53Q: 3 clusters Score -1.601209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -16012103.000000 Penalty: 13961.170898
	Iteration 54Q: 3 clusters Score -1.60121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -16012114.000000 Penalty: 13961.170898
	Iteration 55Q: 3 clusters Score -1.601211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -16012108.000000 Penalty: 13961.170898
	Iteration 56Q: 3 clusters Score -1.601211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -16012114.000000 Penalty: 13961.170898
	Iteration 57Q: 3 clusters Score -1.601211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -16012116.000000 Penalty: 13961.170898
	Iteration 58Q: 3 clusters Score -1.601212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -16012131.000000 Penalty: 13961.170898
	Iteration 59Q: 3 clusters Score -1.601213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -16012122.000000 Penalty: 13961.170898
	Iteration 60F: 3 clusters Score -1.601212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -16012156.000000 Penalty: 13961.170898
	Iteration 61Q: 3 clusters Score -1.601216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -16012180.000000 Penalty: 13961.170898
	Iteration 62Q: 3 clusters Score -1.601218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -16012183.000000 Penalty: 13961.170898
	Iteration 63Q: 3 clusters Score -1.601218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -16012186.000000 Penalty: 13961.170898
	Iteration 64Q: 3 clusters Score -1.601219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -16012188.000000 Penalty: 13961.170898
	Iteration 65Q: 3 clusters Score -1.601219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -16012188.000000 Penalty: 13961.170898
	Iteration 66Q: 3 clusters Score -1.601219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -16012188.000000 Penalty: 13961.170898
	Iteration 67Q: 3 clusters Score -1.601219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -16012177.000000 Penalty: 13961.170898
	Iteration 68Q: 3 clusters Score -1.601218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -16012185.000000 Penalty: 13961.170898
	Iteration 69Q: 3 clusters Score -1.601218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -16012180.000000 Penalty: 13961.170898
	Iteration 70Q: 3 clusters Score -1.601218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -16012175.000000 Penalty: 13961.170898
	Iteration 71Q: 3 clusters Score -1.601218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -16012185.000000 Penalty: 13961.170898
	Iteration 72Q: 3 clusters Score -1.601218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -16012168.000000 Penalty: 13961.170898
	Iteration 73Q: 3 clusters Score -1.601217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -16012184.000000 Penalty: 13961.170898
	Iteration 74Q: 3 clusters Score -1.601218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -16012181.000000 Penalty: 13961.170898
	Iteration 75Q: 3 clusters Score -1.601218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -16012183.000000 Penalty: 13961.170898
	Iteration 76Q: 3 clusters Score -1.601218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -16012184.000000 Penalty: 13961.170898
	Iteration 77Q: 3 clusters Score -1.601218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -16012183.000000 Penalty: 13961.170898
	Iteration 78Q: 3 clusters Score -1.601218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -16012178.000000 Penalty: 13961.170898
	Iteration 79Q: 3 clusters Score -1.601218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -16012178.000000 Penalty: 13961.170898
	Iteration 80F: 3 clusters Score -1.601218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Entering Unmasked Estep 
Score: -1823703.125000 Penalty: 5651.115723
	Iteration 0F: 2 clusters Score -1823703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1813343.250000 Penalty: 11302.231445
	Iteration 0F: 3 clusters Score -1813343 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1815808.000000 Penalty: 11302.231445
	Iteration 1F: 3 clusters Score -1815808 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1816706.375000 Penalty: 11302.231445
	Iteration 2F: 3 clusters Score -1816706 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1817691.750000 Penalty: 11302.231445
	Iteration 3F: 3 clusters Score -1817692 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1818890.250000 Penalty: 11302.231445
	Iteration 4F: 3 clusters Score -1818890 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1820099.875000 Penalty: 11302.231445
	Iteration 5F: 3 clusters Score -1820100 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1820881.875000 Penalty: 11302.231445
	Iteration 6F: 3 clusters Score -1820882 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1821334.625000 Penalty: 11302.231445
	Iteration 7Q: 3 clusters Score -1821335 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1821584.875000 Penalty: 11302.231445
	Iteration 8Q: 3 clusters Score -1821585 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1821723.750000 Penalty: 11302.231445
	Iteration 9Q: 3 clusters Score -1821724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1821807.375000 Penalty: 11302.231445
	Iteration 10Q: 3 clusters Score -1821807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1821848.250000 Penalty: 11302.231445
	Iteration 11Q: 3 clusters Score -1821848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1821862.375000 Penalty: 11302.231445
	Iteration 12Q: 3 clusters Score -1821862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1821880.750000 Penalty: 11302.231445
	Iteration 13Q: 3 clusters Score -1821881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1821894.625000 Penalty: 11302.231445
	Iteration 14Q: 3 clusters Score -1821895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1821904.625000 Penalty: 11302.231445
	Iteration 15Q: 3 clusters Score -1821905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1821912.250000 Penalty: 11302.231445
	Iteration 16Q: 3 clusters Score -1821912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1821916.250000 Penalty: 11302.231445
	Iteration 17Q: 3 clusters Score -1821916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1821926.000000 Penalty: 11302.231445
	Iteration 18Q: 3 clusters Score -1821926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1821927.500000 Penalty: 11302.231445
	Iteration 19Q: 3 clusters Score -1821928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1821932.625000 Penalty: 11302.231445
	Iteration 20F: 3 clusters Score -1821933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1821933.875000 Penalty: 11302.231445
	Iteration 21Q: 3 clusters Score -1821934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1821931.500000 Penalty: 11302.231445
	Iteration 22Q: 3 clusters Score -1821932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1821940.750000 Penalty: 11302.231445
	Iteration 23Q: 3 clusters Score -1821941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1821944.625000 Penalty: 11302.231445
	Iteration 24Q: 3 clusters Score -1821945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1821951.625000 Penalty: 11302.231445
	Iteration 25Q: 3 clusters Score -1821952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1821955.375000 Penalty: 11302.231445
	Iteration 26Q: 3 clusters Score -1821955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1821957.000000 Penalty: 11302.231445
	Iteration 27Q: 3 clusters Score -1821957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1821954.875000 Penalty: 11302.231445
	Iteration 28Q: 3 clusters Score -1821955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1821955.500000 Penalty: 11302.231445
	Iteration 29Q: 3 clusters Score -1821956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1821955.500000 Penalty: 11302.231445
	Iteration 30F: 3 clusters Score -1821956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -223667.390625 Penalty: 4458.583008
	Iteration 0F: 2 clusters Score -223667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219295.156250 Penalty: 8917.166016
	Iteration 0F: 3 clusters Score -219295.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -220724.109375 Penalty: 8917.166016
	Iteration 1F: 3 clusters Score -220724.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -222011.656250 Penalty: 8917.166016
	Iteration 2F: 3 clusters Score -222011.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -223782.734375 Penalty: 8917.166016
	Iteration 3F: 3 clusters Score -223782.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -224788.656250 Penalty: 8917.166016
	Iteration 4F: 3 clusters Score -224788.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -225212.312500 Penalty: 8917.166016
	Iteration 5Q: 3 clusters Score -225212.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -225362.796875 Penalty: 8917.166016
	Iteration 6Q: 3 clusters Score -225362.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -225427.140625 Penalty: 8917.166016
	Iteration 7Q: 3 clusters Score -225427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -225492.687500 Penalty: 8917.166016
	Iteration 8Q: 3 clusters Score -225492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -225538.953125 Penalty: 8917.166016
	Iteration 9Q: 3 clusters Score -225539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -225567.640625 Penalty: 8917.166016
	Iteration 10Q: 3 clusters Score -225567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -225574.343750 Penalty: 8917.166016
	Iteration 11Q: 3 clusters Score -225574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -225587.093750 Penalty: 8917.166016
	Iteration 12Q: 3 clusters Score -225587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -225598.640625 Penalty: 8917.166016
	Iteration 13Q: 3 clusters Score -225598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -225603.046875 Penalty: 8917.166016
	Iteration 14Q: 3 clusters Score -225603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -225603.046875 Penalty: 8917.166016
	Iteration 15F: 3 clusters Score -225603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58251 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 1130 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 361429 members 
Mstep: Class 13 contains 38694 members 
Mstep: Class 14 contains 69428 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 18 contains 64546 members 
Mstep: Class 19 contains 176131 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 185269 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53292 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 33838 members 
Entering Unmasked Estep 
Score: -226815536.000000 Penalty: 241171.093750
Splitting cluster 6 changes total score from -226817728.000000 to -226815536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (39238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Entering Unmasked Estep 
Score: -6963937.500000 Penalty: 6478.658203
	Iteration 0F: 2 clusters Score -6963938 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 19582 members 
Entering Unmasked Estep 
Score: -6935000.500000 Penalty: 12957.316406
	Iteration 0F: 3 clusters Score -6935000 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -6944118.500000 Penalty: 12957.316406
	Iteration 1F: 3 clusters Score -6944118 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -6945055.500000 Penalty: 12957.316406
	Iteration 2F: 3 clusters Score -6945056 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -6945936.000000 Penalty: 12957.316406
	Iteration 3F: 3 clusters Score -6945936 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -6946948.000000 Penalty: 12957.316406
	Iteration 4Q: 3 clusters Score -6946948 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6948273.500000 Penalty: 12957.316406
	Iteration 5F: 3 clusters Score -6948274 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6949813.000000 Penalty: 12957.316406
	Iteration 6F: 3 clusters Score -6949813 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -6951642.500000 Penalty: 12957.316406
	Iteration 7F: 3 clusters Score -6951642 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6953407.500000 Penalty: 12957.316406
	Iteration 8F: 3 clusters Score -6953408 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -6954951.500000 Penalty: 12957.316406
	Iteration 9F: 3 clusters Score -6954952 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -6956030.500000 Penalty: 12957.316406
	Iteration 10Q: 3 clusters Score -6956030 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -6956713.500000 Penalty: 12957.316406
	Iteration 11Q: 3 clusters Score -6956714 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -6957129.000000 Penalty: 12957.316406
	Iteration 12Q: 3 clusters Score -6957129 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -6957391.500000 Penalty: 12957.316406
	Iteration 13Q: 3 clusters Score -6957392 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6957588.000000 Penalty: 12957.316406
	Iteration 14Q: 3 clusters Score -6957588 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -6957745.000000 Penalty: 12957.316406
	Iteration 15Q: 3 clusters Score -6957745 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -6957884.000000 Penalty: 12957.316406
	Iteration 16Q: 3 clusters Score -6957884 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -6958054.000000 Penalty: 12957.316406
	Iteration 17Q: 3 clusters Score -6958054 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -6958175.500000 Penalty: 12957.316406
	Iteration 18Q: 3 clusters Score -6958176 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -6958326.500000 Penalty: 12957.316406
	Iteration 19Q: 3 clusters Score -6958326 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6958475.500000 Penalty: 12957.316406
	Iteration 20F: 3 clusters Score -6958476 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6958586.000000 Penalty: 12957.316406
	Iteration 21Q: 3 clusters Score -6958586 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6958647.500000 Penalty: 12957.316406
	Iteration 22Q: 3 clusters Score -6958648 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -6958724.000000 Penalty: 12957.316406
	Iteration 23Q: 3 clusters Score -6958724 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -6958763.500000 Penalty: 12957.316406
	Iteration 24Q: 3 clusters Score -6958764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -6958792.000000 Penalty: 12957.316406
	Iteration 25Q: 3 clusters Score -6958792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -6958833.000000 Penalty: 12957.316406
	Iteration 26Q: 3 clusters Score -6958833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -6958858.000000 Penalty: 12957.316406
	Iteration 27Q: 3 clusters Score -6958858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -6958877.000000 Penalty: 12957.316406
	Iteration 28Q: 3 clusters Score -6958877 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -6958917.000000 Penalty: 12957.316406
	Iteration 29Q: 3 clusters Score -6958917 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -6958930.500000 Penalty: 12957.316406
	Iteration 30Q: 3 clusters Score -6958930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -6958937.500000 Penalty: 12957.316406
	Iteration 31Q: 3 clusters Score -6958938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -6958955.000000 Penalty: 12957.316406
	Iteration 32Q: 3 clusters Score -6958955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -6958970.000000 Penalty: 12957.316406
	Iteration 33Q: 3 clusters Score -6958970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -6958990.500000 Penalty: 12957.316406
	Iteration 34Q: 3 clusters Score -6958990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -6959013.000000 Penalty: 12957.316406
	Iteration 35Q: 3 clusters Score -6959013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -6959025.000000 Penalty: 12957.316406
	Iteration 36Q: 3 clusters Score -6959025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6959013.000000 Penalty: 12957.316406
	Iteration 37Q: 3 clusters Score -6959013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -6959031.000000 Penalty: 12957.316406
	Iteration 38Q: 3 clusters Score -6959031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -6959031.000000 Penalty: 12957.316406
	Iteration 39Q: 3 clusters Score -6959031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -6959035.000000 Penalty: 12957.316406
	Iteration 40F: 3 clusters Score -6959035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -6959017.000000 Penalty: 12957.316406
	Iteration 41Q: 3 clusters Score -6959017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -6959028.000000 Penalty: 12957.316406
	Iteration 42Q: 3 clusters Score -6959028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6959031.000000 Penalty: 12957.316406
	Iteration 43Q: 3 clusters Score -6959031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -6959029.500000 Penalty: 12957.316406
	Iteration 44Q: 3 clusters Score -6959030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -6959045.500000 Penalty: 12957.316406
	Iteration 45Q: 3 clusters Score -6959046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -6959036.000000 Penalty: 12957.316406
	Iteration 46Q: 3 clusters Score -6959036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -6959050.000000 Penalty: 12957.316406
	Iteration 47Q: 3 clusters Score -6959050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -6959060.000000 Penalty: 12957.316406
	Iteration 48Q: 3 clusters Score -6959060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -6959058.000000 Penalty: 12957.316406
	Iteration 49Q: 3 clusters Score -6959058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -6959072.500000 Penalty: 12957.316406
	Iteration 50Q: 3 clusters Score -6959072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -6959068.000000 Penalty: 12957.316406
	Iteration 51Q: 3 clusters Score -6959068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -6959063.500000 Penalty: 12957.316406
	Iteration 52Q: 3 clusters Score -6959064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -6959081.000000 Penalty: 12957.316406
	Iteration 53Q: 3 clusters Score -6959081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -6959085.000000 Penalty: 12957.316406
	Iteration 54Q: 3 clusters Score -6959085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -6959081.500000 Penalty: 12957.316406
	Iteration 55Q: 3 clusters Score -6959082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -6959080.500000 Penalty: 12957.316406
	Iteration 56Q: 3 clusters Score -6959080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -6959082.500000 Penalty: 12957.316406
	Iteration 57Q: 3 clusters Score -6959082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6959086.000000 Penalty: 12957.316406
	Iteration 58Q: 3 clusters Score -6959086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6959087.500000 Penalty: 12957.316406
	Iteration 59Q: 3 clusters Score -6959088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6959090.000000 Penalty: 12957.316406
	Iteration 60F: 3 clusters Score -6959090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -6959086.000000 Penalty: 12957.316406
	Iteration 61Q: 3 clusters Score -6959086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -6959091.500000 Penalty: 12957.316406
	Iteration 62Q: 3 clusters Score -6959092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6959092.500000 Penalty: 12957.316406
	Iteration 63Q: 3 clusters Score -6959092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -6959088.500000 Penalty: 12957.316406
	Iteration 64Q: 3 clusters Score -6959088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -6959088.500000 Penalty: 12957.316406
	Iteration 65Q: 3 clusters Score -6959088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6959078.500000 Penalty: 12957.316406
	Iteration 66Q: 3 clusters Score -6959078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -6959076.500000 Penalty: 12957.316406
	Iteration 67Q: 3 clusters Score -6959076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -6959071.500000 Penalty: 12957.316406
	Iteration 68Q: 3 clusters Score -6959072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -6959069.500000 Penalty: 12957.316406
	Iteration 69Q: 3 clusters Score -6959070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -6959069.500000 Penalty: 12957.316406
	Iteration 70Q: 3 clusters Score -6959070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -6959069.500000 Penalty: 12957.316406
	Iteration 71F: 3 clusters Score -6959070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -223009.093750 Penalty: 4478.121094
	Iteration 0F: 2 clusters Score -223009.1 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 697 members 
Entering Unmasked Estep 
Score: -218622.078125 Penalty: 8956.242188
	Iteration 0F: 3 clusters Score -218622.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -219615.359375 Penalty: 8956.242188
	Iteration 1F: 3 clusters Score -219615.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -220397.156250 Penalty: 8956.242188
	Iteration 2F: 3 clusters Score -220397.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -220926.312500 Penalty: 8956.242188
	Iteration 3F: 3 clusters Score -220926.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221452.187500 Penalty: 8956.242188
	Iteration 4F: 3 clusters Score -221452.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222032.437500 Penalty: 8956.242188
	Iteration 5Q: 3 clusters Score -222032.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -222272.843750 Penalty: 8956.242188
	Iteration 6Q: 3 clusters Score -222272.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -222448.078125 Penalty: 8956.242188
	Iteration 7Q: 3 clusters Score -222448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -222588.625000 Penalty: 8956.242188
	Iteration 8Q: 3 clusters Score -222588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -222650.765625 Penalty: 8956.242188
	Iteration 9Q: 3 clusters Score -222650.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -222730.796875 Penalty: 8956.242188
	Iteration 10Q: 3 clusters Score -222730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222795.343750 Penalty: 8956.242188
	Iteration 11Q: 3 clusters Score -222795.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -222823.906250 Penalty: 8956.242188
	Iteration 12Q: 3 clusters Score -222823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -222884.296875 Penalty: 8956.242188
	Iteration 13Q: 3 clusters Score -222884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -222914.171875 Penalty: 8956.242188
	Iteration 14Q: 3 clusters Score -222914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -222933.328125 Penalty: 8956.242188
	Iteration 15Q: 3 clusters Score -222933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -222950.734375 Penalty: 8956.242188
	Iteration 16Q: 3 clusters Score -222950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -222957.671875 Penalty: 8956.242188
	Iteration 17Q: 3 clusters Score -222957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222960.500000 Penalty: 8956.242188
	Iteration 18Q: 3 clusters Score -222960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -222963.843750 Penalty: 8956.242188
	Iteration 19Q: 3 clusters Score -222963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222967.875000 Penalty: 8956.242188
	Iteration 20F: 3 clusters Score -222967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222975.125000 Penalty: 8956.242188
	Iteration 21Q: 3 clusters Score -222975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222975.125000 Penalty: 8956.242188
	Iteration 22F: 3 clusters Score -222975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -265953.562500 Penalty: 4552.033691
	Iteration 0F: 2 clusters Score -265953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -261281.375000 Penalty: 9104.067383
	Iteration 0F: 3 clusters Score -261281.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262260.718750 Penalty: 9104.067383
	Iteration 1F: 3 clusters Score -262260.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263180.937500 Penalty: 9104.067383
	Iteration 2F: 3 clusters Score -263180.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -264980.906250 Penalty: 9104.067383
	Iteration 3F: 3 clusters Score -264980.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -266653.312500 Penalty: 9104.067383
	Iteration 4F: 3 clusters Score -266653.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -267133.156250 Penalty: 9104.067383
	Iteration 5F: 3 clusters Score -267133.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -267292.781250 Penalty: 9104.067383
	Iteration 6Q: 3 clusters Score -267292.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -267390.156250 Penalty: 9104.067383
	Iteration 7Q: 3 clusters Score -267390.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -267468.625000 Penalty: 9104.067383
	Iteration 8Q: 3 clusters Score -267468.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -267598.656250 Penalty: 9104.067383
	Iteration 9Q: 3 clusters Score -267598.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -267687.656250 Penalty: 9104.067383
	Iteration 10Q: 3 clusters Score -267687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -267727.718750 Penalty: 9104.067383
	Iteration 11Q: 3 clusters Score -267727.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -267774.156250 Penalty: 9104.067383
	Iteration 12Q: 3 clusters Score -267774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -267792.156250 Penalty: 9104.067383
	Iteration 13Q: 3 clusters Score -267792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -267830.468750 Penalty: 9104.067383
	Iteration 14Q: 3 clusters Score -267830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -267856.093750 Penalty: 9104.067383
	Iteration 15Q: 3 clusters Score -267856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -267871.843750 Penalty: 9104.067383
	Iteration 16Q: 3 clusters Score -267871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -267892.312500 Penalty: 9104.067383
	Iteration 17Q: 3 clusters Score -267892.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -267933.156250 Penalty: 9104.067383
	Iteration 18Q: 3 clusters Score -267933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -267986.125000 Penalty: 9104.067383
	Iteration 19Q: 3 clusters Score -267986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -268010.468750 Penalty: 9104.067383
	Iteration 20F: 3 clusters Score -268010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -268022.843750 Penalty: 9104.067383
	Iteration 21Q: 3 clusters Score -268022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -268022.843750 Penalty: 9104.067383
	Iteration 22F: 3 clusters Score -268022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58251 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 361429 members 
Mstep: Class 13 contains 38694 members 
Mstep: Class 14 contains 69428 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 18 contains 64546 members 
Mstep: Class 19 contains 176131 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 185269 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53292 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 33838 members 
Entering Unmasked Estep 
Score: -226815264.000000 Penalty: 241171.093750
Splitting cluster 9 changes total score from -226817728.000000 to -226815264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -958994.375000 Penalty: 5279.817871
	Iteration 0F: 2 clusters Score -958994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -951548.875000 Penalty: 10559.635742
	Iteration 0F: 3 clusters Score -951548.9 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -952790.125000 Penalty: 10559.635742
	Iteration 1F: 3 clusters Score -952790.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -953111.750000 Penalty: 10559.635742
	Iteration 2F: 3 clusters Score -953111.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -953282.812500 Penalty: 10559.635742
	Iteration 3Q: 3 clusters Score -953282.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -953393.187500 Penalty: 10559.635742
	Iteration 4Q: 3 clusters Score -953393.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -953475.812500 Penalty: 10559.635742
	Iteration 5Q: 3 clusters Score -953475.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -953544.937500 Penalty: 10559.635742
	Iteration 6Q: 3 clusters Score -953544.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -953602.875000 Penalty: 10559.635742
	Iteration 7Q: 3 clusters Score -953602.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -953660.000000 Penalty: 10559.635742
	Iteration 8Q: 3 clusters Score -953660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -953711.000000 Penalty: 10559.635742
	Iteration 9Q: 3 clusters Score -953711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -953765.875000 Penalty: 10559.635742
	Iteration 10Q: 3 clusters Score -953765.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -953813.937500 Penalty: 10559.635742
	Iteration 11Q: 3 clusters Score -953813.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -953851.000000 Penalty: 10559.635742
	Iteration 12Q: 3 clusters Score -953851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -953881.062500 Penalty: 10559.635742
	Iteration 13Q: 3 clusters Score -953881.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -953913.750000 Penalty: 10559.635742
	Iteration 14Q: 3 clusters Score -953913.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -953947.312500 Penalty: 10559.635742
	Iteration 15Q: 3 clusters Score -953947.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -953977.062500 Penalty: 10559.635742
	Iteration 16Q: 3 clusters Score -953977.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -953999.437500 Penalty: 10559.635742
	Iteration 17Q: 3 clusters Score -953999.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -954022.937500 Penalty: 10559.635742
	Iteration 18Q: 3 clusters Score -954022.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -954036.687500 Penalty: 10559.635742
	Iteration 19Q: 3 clusters Score -954036.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -954052.312500 Penalty: 10559.635742
	Iteration 20F: 3 clusters Score -954052.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -954077.187500 Penalty: 10559.635742
	Iteration 21Q: 3 clusters Score -954077.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -954103.937500 Penalty: 10559.635742
	Iteration 22Q: 3 clusters Score -954103.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -954124.375000 Penalty: 10559.635742
	Iteration 23Q: 3 clusters Score -954124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -954134.687500 Penalty: 10559.635742
	Iteration 24Q: 3 clusters Score -954134.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -954151.250000 Penalty: 10559.635742
	Iteration 25Q: 3 clusters Score -954151.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -954165.437500 Penalty: 10559.635742
	Iteration 26Q: 3 clusters Score -954165.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -954176.875000 Penalty: 10559.635742
	Iteration 27Q: 3 clusters Score -954176.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -954194.250000 Penalty: 10559.635742
	Iteration 28Q: 3 clusters Score -954194.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -954208.750000 Penalty: 10559.635742
	Iteration 29Q: 3 clusters Score -954208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -954220.000000 Penalty: 10559.635742
	Iteration 30Q: 3 clusters Score -954220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -954233.375000 Penalty: 10559.635742
	Iteration 31Q: 3 clusters Score -954233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -954243.687500 Penalty: 10559.635742
	Iteration 32Q: 3 clusters Score -954243.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -954256.125000 Penalty: 10559.635742
	Iteration 33Q: 3 clusters Score -954256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -954267.312500 Penalty: 10559.635742
	Iteration 34Q: 3 clusters Score -954267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -954272.187500 Penalty: 10559.635742
	Iteration 35Q: 3 clusters Score -954272.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -954278.937500 Penalty: 10559.635742
	Iteration 36Q: 3 clusters Score -954278.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -954285.812500 Penalty: 10559.635742
	Iteration 37Q: 3 clusters Score -954285.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -954293.937500 Penalty: 10559.635742
	Iteration 38Q: 3 clusters Score -954293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -954298.250000 Penalty: 10559.635742
	Iteration 39Q: 3 clusters Score -954298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -954302.562500 Penalty: 10559.635742
	Iteration 40F: 3 clusters Score -954302.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -954310.000000 Penalty: 10559.635742
	Iteration 41Q: 3 clusters Score -954310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -954315.125000 Penalty: 10559.635742
	Iteration 42Q: 3 clusters Score -954315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -954321.000000 Penalty: 10559.635742
	Iteration 43Q: 3 clusters Score -954321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -954324.312500 Penalty: 10559.635742
	Iteration 44Q: 3 clusters Score -954324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -954330.500000 Penalty: 10559.635742
	Iteration 45Q: 3 clusters Score -954330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -954333.687500 Penalty: 10559.635742
	Iteration 46Q: 3 clusters Score -954333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -954339.187500 Penalty: 10559.635742
	Iteration 47Q: 3 clusters Score -954339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -954344.625000 Penalty: 10559.635742
	Iteration 48Q: 3 clusters Score -954344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -954344.812500 Penalty: 10559.635742
	Iteration 49Q: 3 clusters Score -954344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -954348.812500 Penalty: 10559.635742
	Iteration 50Q: 3 clusters Score -954348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -954353.000000 Penalty: 10559.635742
	Iteration 51Q: 3 clusters Score -954353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -954353.000000 Penalty: 10559.635742
	Iteration 52Q: 3 clusters Score -954353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -954358.562500 Penalty: 10559.635742
	Iteration 53Q: 3 clusters Score -954358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -954359.562500 Penalty: 10559.635742
	Iteration 54Q: 3 clusters Score -954359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -954362.000000 Penalty: 10559.635742
	Iteration 55Q: 3 clusters Score -954362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -954363.375000 Penalty: 10559.635742
	Iteration 56Q: 3 clusters Score -954363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -954363.250000 Penalty: 10559.635742
	Iteration 57Q: 3 clusters Score -954363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -954364.375000 Penalty: 10559.635742
	Iteration 58Q: 3 clusters Score -954364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -954365.750000 Penalty: 10559.635742
	Iteration 59Q: 3 clusters Score -954365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -954365.750000 Penalty: 10559.635742
	Iteration 60F: 3 clusters Score -954365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Entering Unmasked Estep 
Score: -1228835.625000 Penalty: 5446.472168
	Iteration 0F: 2 clusters Score -1228836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1220301.625000 Penalty: 10892.944336
	Iteration 0F: 3 clusters Score -1220302 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1221956.125000 Penalty: 10892.944336
	Iteration 1F: 3 clusters Score -1221956 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1222349.375000 Penalty: 10892.944336
	Iteration 2F: 3 clusters Score -1222349 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1222553.375000 Penalty: 10892.944336
	Iteration 3Q: 3 clusters Score -1222553 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1222693.000000 Penalty: 10892.944336
	Iteration 4Q: 3 clusters Score -1222693 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1222780.375000 Penalty: 10892.944336
	Iteration 5Q: 3 clusters Score -1222780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1222847.125000 Penalty: 10892.944336
	Iteration 6Q: 3 clusters Score -1222847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1222906.250000 Penalty: 10892.944336
	Iteration 7Q: 3 clusters Score -1222906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1222946.750000 Penalty: 10892.944336
	Iteration 8Q: 3 clusters Score -1222947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1222980.500000 Penalty: 10892.944336
	Iteration 9Q: 3 clusters Score -1222980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1223010.125000 Penalty: 10892.944336
	Iteration 10Q: 3 clusters Score -1223010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1223035.750000 Penalty: 10892.944336
	Iteration 11Q: 3 clusters Score -1223036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1223068.625000 Penalty: 10892.944336
	Iteration 12Q: 3 clusters Score -1223069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1223100.375000 Penalty: 10892.944336
	Iteration 13Q: 3 clusters Score -1223100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1223118.875000 Penalty: 10892.944336
	Iteration 14Q: 3 clusters Score -1223119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1223142.250000 Penalty: 10892.944336
	Iteration 15Q: 3 clusters Score -1223142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1223161.500000 Penalty: 10892.944336
	Iteration 16Q: 3 clusters Score -1223162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1223182.875000 Penalty: 10892.944336
	Iteration 17Q: 3 clusters Score -1223183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1223206.250000 Penalty: 10892.944336
	Iteration 18Q: 3 clusters Score -1223206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1223227.750000 Penalty: 10892.944336
	Iteration 19Q: 3 clusters Score -1223228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1223256.875000 Penalty: 10892.944336
	Iteration 20F: 3 clusters Score -1223257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1223279.875000 Penalty: 10892.944336
	Iteration 21Q: 3 clusters Score -1223280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1223301.000000 Penalty: 10892.944336
	Iteration 22Q: 3 clusters Score -1223301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1223322.750000 Penalty: 10892.944336
	Iteration 23Q: 3 clusters Score -1223323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1223334.625000 Penalty: 10892.944336
	Iteration 24Q: 3 clusters Score -1223335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1223358.875000 Penalty: 10892.944336
	Iteration 25Q: 3 clusters Score -1223359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1223371.875000 Penalty: 10892.944336
	Iteration 26Q: 3 clusters Score -1223372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1223383.625000 Penalty: 10892.944336
	Iteration 27Q: 3 clusters Score -1223384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1223398.375000 Penalty: 10892.944336
	Iteration 28Q: 3 clusters Score -1223398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1223411.750000 Penalty: 10892.944336
	Iteration 29Q: 3 clusters Score -1223412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1223427.750000 Penalty: 10892.944336
	Iteration 30Q: 3 clusters Score -1223428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1223443.000000 Penalty: 10892.944336
	Iteration 31Q: 3 clusters Score -1223443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1223457.750000 Penalty: 10892.944336
	Iteration 32Q: 3 clusters Score -1223458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1223478.500000 Penalty: 10892.944336
	Iteration 33Q: 3 clusters Score -1223478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1223490.625000 Penalty: 10892.944336
	Iteration 34Q: 3 clusters Score -1223491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1223516.750000 Penalty: 10892.944336
	Iteration 35Q: 3 clusters Score -1223517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1223538.625000 Penalty: 10892.944336
	Iteration 36Q: 3 clusters Score -1223539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1223568.250000 Penalty: 10892.944336
	Iteration 37Q: 3 clusters Score -1223568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1223596.250000 Penalty: 10892.944336
	Iteration 38Q: 3 clusters Score -1223596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1223619.000000 Penalty: 10892.944336
	Iteration 39Q: 3 clusters Score -1223619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1223640.625000 Penalty: 10892.944336
	Iteration 40F: 3 clusters Score -1223641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1223670.500000 Penalty: 10892.944336
	Iteration 41Q: 3 clusters Score -1223670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1223698.625000 Penalty: 10892.944336
	Iteration 42Q: 3 clusters Score -1223699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1223720.500000 Penalty: 10892.944336
	Iteration 43Q: 3 clusters Score -1223720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1223739.500000 Penalty: 10892.944336
	Iteration 44Q: 3 clusters Score -1223740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1223763.500000 Penalty: 10892.944336
	Iteration 45Q: 3 clusters Score -1223764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1223789.875000 Penalty: 10892.944336
	Iteration 46Q: 3 clusters Score -1223790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1223825.375000 Penalty: 10892.944336
	Iteration 47Q: 3 clusters Score -1223825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1223877.500000 Penalty: 10892.944336
	Iteration 48Q: 3 clusters Score -1223878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1223944.500000 Penalty: 10892.944336
	Iteration 49Q: 3 clusters Score -1223944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1224014.750000 Penalty: 10892.944336
	Iteration 50Q: 3 clusters Score -1224015 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1224121.875000 Penalty: 10892.944336
	Iteration 51Q: 3 clusters Score -1224122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1224239.625000 Penalty: 10892.944336
	Iteration 52Q: 3 clusters Score -1224240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1224348.250000 Penalty: 10892.944336
	Iteration 53Q: 3 clusters Score -1224348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1224450.375000 Penalty: 10892.944336
	Iteration 54Q: 3 clusters Score -1224450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1224520.125000 Penalty: 10892.944336
	Iteration 55Q: 3 clusters Score -1224520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1224584.125000 Penalty: 10892.944336
	Iteration 56Q: 3 clusters Score -1224584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1224651.875000 Penalty: 10892.944336
	Iteration 57Q: 3 clusters Score -1224652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1224707.000000 Penalty: 10892.944336
	Iteration 58Q: 3 clusters Score -1224707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1224757.750000 Penalty: 10892.944336
	Iteration 59Q: 3 clusters Score -1224758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1224809.625000 Penalty: 10892.944336
	Iteration 60F: 3 clusters Score -1224810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1224858.000000 Penalty: 10892.944336
	Iteration 61Q: 3 clusters Score -1224858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1224900.375000 Penalty: 10892.944336
	Iteration 62Q: 3 clusters Score -1224900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1224933.875000 Penalty: 10892.944336
	Iteration 63Q: 3 clusters Score -1224934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1224964.875000 Penalty: 10892.944336
	Iteration 64Q: 3 clusters Score -1224965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1224996.625000 Penalty: 10892.944336
	Iteration 65Q: 3 clusters Score -1224997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1225020.750000 Penalty: 10892.944336
	Iteration 66Q: 3 clusters Score -1225021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1225046.625000 Penalty: 10892.944336
	Iteration 67Q: 3 clusters Score -1225047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1225076.625000 Penalty: 10892.944336
	Iteration 68Q: 3 clusters Score -1225077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1225107.250000 Penalty: 10892.944336
	Iteration 69Q: 3 clusters Score -1225107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1225129.625000 Penalty: 10892.944336
	Iteration 70Q: 3 clusters Score -1225130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1225146.625000 Penalty: 10892.944336
	Iteration 71Q: 3 clusters Score -1225147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1225167.500000 Penalty: 10892.944336
	Iteration 72Q: 3 clusters Score -1225168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1225186.000000 Penalty: 10892.944336
	Iteration 73Q: 3 clusters Score -1225186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1225195.375000 Penalty: 10892.944336
	Iteration 74Q: 3 clusters Score -1225195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1225206.500000 Penalty: 10892.944336
	Iteration 75Q: 3 clusters Score -1225206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1225212.750000 Penalty: 10892.944336
	Iteration 76Q: 3 clusters Score -1225213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1225227.375000 Penalty: 10892.944336
	Iteration 77Q: 3 clusters Score -1225227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1225246.625000 Penalty: 10892.944336
	Iteration 78Q: 3 clusters Score -1225247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1225259.125000 Penalty: 10892.944336
	Iteration 79Q: 3 clusters Score -1225259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1225265.250000 Penalty: 10892.944336
	Iteration 80F: 3 clusters Score -1225265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1225268.500000 Penalty: 10892.944336
	Iteration 81Q: 3 clusters Score -1225268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1225273.750000 Penalty: 10892.944336
	Iteration 82Q: 3 clusters Score -1225274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1225277.875000 Penalty: 10892.944336
	Iteration 83Q: 3 clusters Score -1225278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1225281.625000 Penalty: 10892.944336
	Iteration 84Q: 3 clusters Score -1225282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1225283.125000 Penalty: 10892.944336
	Iteration 85Q: 3 clusters Score -1225283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1225286.875000 Penalty: 10892.944336
	Iteration 86Q: 3 clusters Score -1225287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1225287.750000 Penalty: 10892.944336
	Iteration 87Q: 3 clusters Score -1225288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1225294.500000 Penalty: 10892.944336
	Iteration 88Q: 3 clusters Score -1225294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1225299.125000 Penalty: 10892.944336
	Iteration 89Q: 3 clusters Score -1225299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1225302.375000 Penalty: 10892.944336
	Iteration 90Q: 3 clusters Score -1225302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1225306.000000 Penalty: 10892.944336
	Iteration 91Q: 3 clusters Score -1225306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1225309.625000 Penalty: 10892.944336
	Iteration 92Q: 3 clusters Score -1225310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1225314.875000 Penalty: 10892.944336
	Iteration 93Q: 3 clusters Score -1225315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1225316.375000 Penalty: 10892.944336
	Iteration 94Q: 3 clusters Score -1225316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1225315.875000 Penalty: 10892.944336
	Iteration 95Q: 3 clusters Score -1225316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1225317.375000 Penalty: 10892.944336
	Iteration 96Q: 3 clusters Score -1225317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1225321.875000 Penalty: 10892.944336
	Iteration 97Q: 3 clusters Score -1225322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1225322.125000 Penalty: 10892.944336
	Iteration 98Q: 3 clusters Score -1225322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1225323.500000 Penalty: 10892.944336
	Iteration 99Q: 3 clusters Score -1225324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1225325.625000 Penalty: 10892.944336
	Iteration 100F: 3 clusters Score -1225326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1225327.750000 Penalty: 10892.944336
	Iteration 101Q: 3 clusters Score -1225328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1225327.125000 Penalty: 10892.944336
	Iteration 102Q: 3 clusters Score -1225327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1225326.375000 Penalty: 10892.944336
	Iteration 103Q: 3 clusters Score -1225326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1225329.375000 Penalty: 10892.944336
	Iteration 104Q: 3 clusters Score -1225329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1225331.375000 Penalty: 10892.944336
	Iteration 105Q: 3 clusters Score -1225331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1225331.375000 Penalty: 10892.944336
	Iteration 106F: 3 clusters Score -1225331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (361429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361429 members 
Entering Unmasked Estep 
Score: -65394340.000000 Penalty: 7838.665527
	Iteration 0F: 2 clusters Score -6.539434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180704 members 
Mstep: Class 2 contains 180725 members 
Entering Unmasked Estep 
Score: -65155408.000000 Penalty: 15677.331055
	Iteration 0F: 3 clusters Score -6.515541e+07 nChanged 172681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182483 members 
Mstep: Class 2 contains 178946 members 
Entering Unmasked Estep 
Score: -65255696.000000 Penalty: 15677.331055
	Iteration 1F: 3 clusters Score -6.52557e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 176973 members 
Entering Unmasked Estep 
Score: -65258504.000000 Penalty: 15677.331055
	Iteration 2Q: 3 clusters Score -6.52585e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 173895 members 
Entering Unmasked Estep 
Score: -65261768.000000 Penalty: 15677.331055
	Iteration 3Q: 3 clusters Score -6.526177e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192286 members 
Mstep: Class 2 contains 169143 members 
Entering Unmasked Estep 
Score: -65265732.000000 Penalty: 15677.331055
	Iteration 4Q: 3 clusters Score -6.526573e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199393 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -65270972.000000 Penalty: 15677.331055
	Iteration 5Q: 3 clusters Score -6.527097e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209622 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -65277468.000000 Penalty: 15677.331055
	Iteration 6Q: 3 clusters Score -6.527747e+07 nChanged 20141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223401 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -65287828.000000 Penalty: 15677.331055
	Iteration 7F: 3 clusters Score -6.528783e+07 nChanged 22341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241054 members 
Mstep: Class 2 contains 120375 members 
Entering Unmasked Estep 
Score: -65300456.000000 Penalty: 15677.331055
	Iteration 8F: 3 clusters Score -6.530046e+07 nChanged 23996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262272 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -65316476.000000 Penalty: 15677.331055
	Iteration 9F: 3 clusters Score -6.531648e+07 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285907 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -65334872.000000 Penalty: 15677.331055
	Iteration 10F: 3 clusters Score -6.533487e+07 nChanged 23120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308659 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -65353432.000000 Penalty: 15677.331055
	Iteration 11F: 3 clusters Score -6.535343e+07 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327351 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -65368760.000000 Penalty: 15677.331055
	Iteration 12F: 3 clusters Score -6.536876e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340424 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -65378956.000000 Penalty: 15677.331055
	Iteration 13Q: 3 clusters Score -6.537896e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348059 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -65383904.000000 Penalty: 15677.331055
	Iteration 14Q: 3 clusters Score -6.53839e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352279 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -65386240.000000 Penalty: 15677.331055
	Iteration 15Q: 3 clusters Score -6.538624e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354552 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -65387540.000000 Penalty: 15677.331055
	Iteration 16Q: 3 clusters Score -6.538754e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355803 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -65388160.000000 Penalty: 15677.331055
	Iteration 17Q: 3 clusters Score -6.538816e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356517 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -65388592.000000 Penalty: 15677.331055
	Iteration 18Q: 3 clusters Score -6.538859e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356957 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -65388760.000000 Penalty: 15677.331055
	Iteration 19Q: 3 clusters Score -6.538876e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357227 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -65388832.000000 Penalty: 15677.331055
	Iteration 20F: 3 clusters Score -6.538883e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357431 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -65388944.000000 Penalty: 15677.331055
	Iteration 21Q: 3 clusters Score -6.538894e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357589 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -65389048.000000 Penalty: 15677.331055
	Iteration 22Q: 3 clusters Score -6.538905e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357688 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -65389104.000000 Penalty: 15677.331055
	Iteration 23Q: 3 clusters Score -6.53891e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357767 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -65389224.000000 Penalty: 15677.331055
	Iteration 24Q: 3 clusters Score -6.538922e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357835 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -65389224.000000 Penalty: 15677.331055
	Iteration 25Q: 3 clusters Score -6.538922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357902 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -65389240.000000 Penalty: 15677.331055
	Iteration 26Q: 3 clusters Score -6.538924e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357942 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -65389248.000000 Penalty: 15677.331055
	Iteration 27Q: 3 clusters Score -6.538925e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357961 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -65389252.000000 Penalty: 15677.331055
	Iteration 28Q: 3 clusters Score -6.538925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357978 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -65389256.000000 Penalty: 15677.331055
	Iteration 29Q: 3 clusters Score -6.538926e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357997 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -65389208.000000 Penalty: 15677.331055
	Iteration 30Q: 3 clusters Score -6.538921e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358026 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -65389184.000000 Penalty: 15677.331055
	Iteration 31Q: 3 clusters Score -6.538918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358044 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -65389116.000000 Penalty: 15677.331055
	Iteration 32Q: 3 clusters Score -6.538912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358061 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -65389136.000000 Penalty: 15677.331055
	Iteration 33Q: 3 clusters Score -6.538914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358087 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -65389172.000000 Penalty: 15677.331055
	Iteration 34Q: 3 clusters Score -6.538917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358103 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -65389184.000000 Penalty: 15677.331055
	Iteration 35Q: 3 clusters Score -6.538918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358110 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -65389220.000000 Penalty: 15677.331055
	Iteration 36Q: 3 clusters Score -6.538922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358114 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -65389244.000000 Penalty: 15677.331055
	Iteration 37Q: 3 clusters Score -6.538924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358116 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -65389256.000000 Penalty: 15677.331055
	Iteration 38Q: 3 clusters Score -6.538926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358120 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -65389248.000000 Penalty: 15677.331055
	Iteration 39Q: 3 clusters Score -6.538925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358125 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -65389248.000000 Penalty: 15677.331055
	Iteration 40F: 3 clusters Score -6.538925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358132 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -65389240.000000 Penalty: 15677.331055
	Iteration 41Q: 3 clusters Score -6.538924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358130 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -65389252.000000 Penalty: 15677.331055
	Iteration 42Q: 3 clusters Score -6.538925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358128 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -65389284.000000 Penalty: 15677.331055
	Iteration 43Q: 3 clusters Score -6.538928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358131 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -65389252.000000 Penalty: 15677.331055
	Iteration 44Q: 3 clusters Score -6.538925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358138 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -65389248.000000 Penalty: 15677.331055
	Iteration 45Q: 3 clusters Score -6.538925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358143 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -65389268.000000 Penalty: 15677.331055
	Iteration 46Q: 3 clusters Score -6.538927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358149 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -65389264.000000 Penalty: 15677.331055
	Iteration 47Q: 3 clusters Score -6.538926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358153 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -65389240.000000 Penalty: 15677.331055
	Iteration 48Q: 3 clusters Score -6.538924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358154 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -65389288.000000 Penalty: 15677.331055
	Iteration 49Q: 3 clusters Score -6.538929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358155 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -65389256.000000 Penalty: 15677.331055
	Iteration 50Q: 3 clusters Score -6.538926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358156 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -65389268.000000 Penalty: 15677.331055
	Iteration 51Q: 3 clusters Score -6.538927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358158 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -65389248.000000 Penalty: 15677.331055
	Iteration 52Q: 3 clusters Score -6.538925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358162 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -65389256.000000 Penalty: 15677.331055
	Iteration 53Q: 3 clusters Score -6.538926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358167 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -65389256.000000 Penalty: 15677.331055
	Iteration 54Q: 3 clusters Score -6.538926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358169 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -65389260.000000 Penalty: 15677.331055
	Iteration 55Q: 3 clusters Score -6.538926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358171 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -65389208.000000 Penalty: 15677.331055
	Iteration 56Q: 3 clusters Score -6.538921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358173 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -65389240.000000 Penalty: 15677.331055
	Iteration 57Q: 3 clusters Score -6.538924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358172 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -65389256.000000 Penalty: 15677.331055
	Iteration 58Q: 3 clusters Score -6.538926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358173 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -65389268.000000 Penalty: 15677.331055
	Iteration 59Q: 3 clusters Score -6.538927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358173 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -65389268.000000 Penalty: 15677.331055
	Iteration 60F: 3 clusters Score -6.538927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Entering Unmasked Estep 
Score: -6584465.500000 Penalty: 6470.106445
	Iteration 0F: 2 clusters Score -6584466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -6556368.000000 Penalty: 12940.212891
	Iteration 0F: 3 clusters Score -6556368 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -6565309.000000 Penalty: 12940.212891
	Iteration 1F: 3 clusters Score -6565309 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -6566354.000000 Penalty: 12940.212891
	Iteration 2F: 3 clusters Score -6566354 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -6567408.000000 Penalty: 12940.212891
	Iteration 3F: 3 clusters Score -6567408 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -6568657.000000 Penalty: 12940.212891
	Iteration 4F: 3 clusters Score -6568657 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -6569941.000000 Penalty: 12940.212891
	Iteration 5F: 3 clusters Score -6569941 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -6571526.500000 Penalty: 12940.212891
	Iteration 6F: 3 clusters Score -6571526 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -6573236.000000 Penalty: 12940.212891
	Iteration 7F: 3 clusters Score -6573236 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6575043.000000 Penalty: 12940.212891
	Iteration 8F: 3 clusters Score -6575043 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -6576808.500000 Penalty: 12940.212891
	Iteration 9F: 3 clusters Score -6576808 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -6578190.000000 Penalty: 12940.212891
	Iteration 10Q: 3 clusters Score -6578190 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -6579108.500000 Penalty: 12940.212891
	Iteration 11Q: 3 clusters Score -6579108 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -6579674.500000 Penalty: 12940.212891
	Iteration 12Q: 3 clusters Score -6579674 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -6580022.500000 Penalty: 12940.212891
	Iteration 13Q: 3 clusters Score -6580022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6580228.000000 Penalty: 12940.212891
	Iteration 14Q: 3 clusters Score -6580228 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6580344.000000 Penalty: 12940.212891
	Iteration 15Q: 3 clusters Score -6580344 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6580460.000000 Penalty: 12940.212891
	Iteration 16Q: 3 clusters Score -6580460 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -6580567.500000 Penalty: 12940.212891
	Iteration 17Q: 3 clusters Score -6580568 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6580604.000000 Penalty: 12940.212891
	Iteration 18Q: 3 clusters Score -6580604 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -6580633.000000 Penalty: 12940.212891
	Iteration 19Q: 3 clusters Score -6580633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -6580667.500000 Penalty: 12940.212891
	Iteration 20F: 3 clusters Score -6580668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -6580733.500000 Penalty: 12940.212891
	Iteration 21Q: 3 clusters Score -6580734 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6580749.500000 Penalty: 12940.212891
	Iteration 22Q: 3 clusters Score -6580750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -6580779.000000 Penalty: 12940.212891
	Iteration 23Q: 3 clusters Score -6580779 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -6580801.000000 Penalty: 12940.212891
	Iteration 24Q: 3 clusters Score -6580801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6580837.000000 Penalty: 12940.212891
	Iteration 25Q: 3 clusters Score -6580837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -6580840.000000 Penalty: 12940.212891
	Iteration 26Q: 3 clusters Score -6580840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -6580868.000000 Penalty: 12940.212891
	Iteration 27Q: 3 clusters Score -6580868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -6580872.000000 Penalty: 12940.212891
	Iteration 28Q: 3 clusters Score -6580872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -6580867.000000 Penalty: 12940.212891
	Iteration 29Q: 3 clusters Score -6580867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -6580878.500000 Penalty: 12940.212891
	Iteration 30Q: 3 clusters Score -6580878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6580902.500000 Penalty: 12940.212891
	Iteration 31Q: 3 clusters Score -6580902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -6580910.500000 Penalty: 12940.212891
	Iteration 32Q: 3 clusters Score -6580910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -6580906.500000 Penalty: 12940.212891
	Iteration 33Q: 3 clusters Score -6580906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -6580937.000000 Penalty: 12940.212891
	Iteration 34Q: 3 clusters Score -6580937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -6580939.500000 Penalty: 12940.212891
	Iteration 35Q: 3 clusters Score -6580940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -6580947.500000 Penalty: 12940.212891
	Iteration 36Q: 3 clusters Score -6580948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -6580965.500000 Penalty: 12940.212891
	Iteration 37Q: 3 clusters Score -6580966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6580965.500000 Penalty: 12940.212891
	Iteration 38Q: 3 clusters Score -6580966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -6580977.000000 Penalty: 12940.212891
	Iteration 39Q: 3 clusters Score -6580977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6580995.500000 Penalty: 12940.212891
	Iteration 40F: 3 clusters Score -6580996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -6580996.500000 Penalty: 12940.212891
	Iteration 41Q: 3 clusters Score -6580996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -6581026.000000 Penalty: 12940.212891
	Iteration 42Q: 3 clusters Score -6581026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -6581026.500000 Penalty: 12940.212891
	Iteration 43Q: 3 clusters Score -6581026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -6581038.000000 Penalty: 12940.212891
	Iteration 44Q: 3 clusters Score -6581038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -6581041.500000 Penalty: 12940.212891
	Iteration 45Q: 3 clusters Score -6581042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -6581052.000000 Penalty: 12940.212891
	Iteration 46Q: 3 clusters Score -6581052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6581029.500000 Penalty: 12940.212891
	Iteration 47Q: 3 clusters Score -6581030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -6581065.500000 Penalty: 12940.212891
	Iteration 48Q: 3 clusters Score -6581066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -6581083.500000 Penalty: 12940.212891
	Iteration 49Q: 3 clusters Score -6581084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -6581100.500000 Penalty: 12940.212891
	Iteration 50Q: 3 clusters Score -6581100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6581126.000000 Penalty: 12940.212891
	Iteration 51Q: 3 clusters Score -6581126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -6581131.500000 Penalty: 12940.212891
	Iteration 52Q: 3 clusters Score -6581132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -6581121.500000 Penalty: 12940.212891
	Iteration 53Q: 3 clusters Score -6581122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -6581134.500000 Penalty: 12940.212891
	Iteration 54Q: 3 clusters Score -6581134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -6581134.500000 Penalty: 12940.212891
	Iteration 55Q: 3 clusters Score -6581134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -6581140.500000 Penalty: 12940.212891
	Iteration 56Q: 3 clusters Score -6581140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6581149.500000 Penalty: 12940.212891
	Iteration 57Q: 3 clusters Score -6581150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -6581160.500000 Penalty: 12940.212891
	Iteration 58Q: 3 clusters Score -6581160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6581171.500000 Penalty: 12940.212891
	Iteration 59Q: 3 clusters Score -6581172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -6581162.000000 Penalty: 12940.212891
	Iteration 60F: 3 clusters Score -6581162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -6581171.500000 Penalty: 12940.212891
	Iteration 61Q: 3 clusters Score -6581172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -6581160.500000 Penalty: 12940.212891
	Iteration 62Q: 3 clusters Score -6581160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -6581156.000000 Penalty: 12940.212891
	Iteration 63Q: 3 clusters Score -6581156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -6581158.000000 Penalty: 12940.212891
	Iteration 64Q: 3 clusters Score -6581158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -6581177.500000 Penalty: 12940.212891
	Iteration 65Q: 3 clusters Score -6581178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6581178.000000 Penalty: 12940.212891
	Iteration 66Q: 3 clusters Score -6581178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6581186.500000 Penalty: 12940.212891
	Iteration 67Q: 3 clusters Score -6581186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -6581186.000000 Penalty: 12940.212891
	Iteration 68Q: 3 clusters Score -6581186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -6581195.000000 Penalty: 12940.212891
	Iteration 69Q: 3 clusters Score -6581195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -6581188.000000 Penalty: 12940.212891
	Iteration 70Q: 3 clusters Score -6581188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -6581198.000000 Penalty: 12940.212891
	Iteration 71Q: 3 clusters Score -6581198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -6581220.000000 Penalty: 12940.212891
	Iteration 72Q: 3 clusters Score -6581220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -6581206.000000 Penalty: 12940.212891
	Iteration 73Q: 3 clusters Score -6581206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -6581222.500000 Penalty: 12940.212891
	Iteration 74Q: 3 clusters Score -6581222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6581233.500000 Penalty: 12940.212891
	Iteration 75Q: 3 clusters Score -6581234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -6581244.000000 Penalty: 12940.212891
	Iteration 76Q: 3 clusters Score -6581244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6581258.500000 Penalty: 12940.212891
	Iteration 77Q: 3 clusters Score -6581258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -6581248.500000 Penalty: 12940.212891
	Iteration 78Q: 3 clusters Score -6581248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6581253.500000 Penalty: 12940.212891
	Iteration 79Q: 3 clusters Score -6581254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -6581264.000000 Penalty: 12940.212891
	Iteration 80F: 3 clusters Score -6581264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -6581260.500000 Penalty: 12940.212891
	Iteration 81Q: 3 clusters Score -6581260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -6581262.500000 Penalty: 12940.212891
	Iteration 82Q: 3 clusters Score -6581262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6581278.500000 Penalty: 12940.212891
	Iteration 83Q: 3 clusters Score -6581278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -6581274.000000 Penalty: 12940.212891
	Iteration 84Q: 3 clusters Score -6581274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6581282.500000 Penalty: 12940.212891
	Iteration 85Q: 3 clusters Score -6581282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -6581285.500000 Penalty: 12940.212891
	Iteration 86Q: 3 clusters Score -6581286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -6581268.500000 Penalty: 12940.212891
	Iteration 87Q: 3 clusters Score -6581268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6581262.000000 Penalty: 12940.212891
	Iteration 88Q: 3 clusters Score -6581262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -6581271.000000 Penalty: 12940.212891
	Iteration 89Q: 3 clusters Score -6581271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -6581274.000000 Penalty: 12940.212891
	Iteration 90Q: 3 clusters Score -6581274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -6581274.500000 Penalty: 12940.212891
	Iteration 91Q: 3 clusters Score -6581274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -6581279.500000 Penalty: 12940.212891
	Iteration 92Q: 3 clusters Score -6581280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -6581300.000000 Penalty: 12940.212891
	Iteration 93Q: 3 clusters Score -6581300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -6581324.500000 Penalty: 12940.212891
	Iteration 94Q: 3 clusters Score -6581324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -6581325.000000 Penalty: 12940.212891
	Iteration 95Q: 3 clusters Score -6581325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -6581344.000000 Penalty: 12940.212891
	Iteration 96Q: 3 clusters Score -6581344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -6581357.000000 Penalty: 12940.212891
	Iteration 97Q: 3 clusters Score -6581357 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6581375.500000 Penalty: 12940.212891
	Iteration 98Q: 3 clusters Score -6581376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -6581385.500000 Penalty: 12940.212891
	Iteration 99Q: 3 clusters Score -6581386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6581415.000000 Penalty: 12940.212891
	Iteration 100F: 3 clusters Score -6581415 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -6581453.500000 Penalty: 12940.212891
	Iteration 101Q: 3 clusters Score -6581454 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -6581459.500000 Penalty: 12940.212891
	Iteration 102Q: 3 clusters Score -6581460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6581459.000000 Penalty: 12940.212891
	Iteration 103Q: 3 clusters Score -6581459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -6581497.500000 Penalty: 12940.212891
	Iteration 104Q: 3 clusters Score -6581498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6581512.500000 Penalty: 12940.212891
	Iteration 105Q: 3 clusters Score -6581512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -6581528.500000 Penalty: 12940.212891
	Iteration 106Q: 3 clusters Score -6581528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -6581545.000000 Penalty: 12940.212891
	Iteration 107Q: 3 clusters Score -6581545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6581549.000000 Penalty: 12940.212891
	Iteration 108Q: 3 clusters Score -6581549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -6581567.500000 Penalty: 12940.212891
	Iteration 109Q: 3 clusters Score -6581568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6581588.000000 Penalty: 12940.212891
	Iteration 110Q: 3 clusters Score -6581588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -6581579.000000 Penalty: 12940.212891
	Iteration 111Q: 3 clusters Score -6581579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -6581584.000000 Penalty: 12940.212891
	Iteration 112Q: 3 clusters Score -6581584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6581605.500000 Penalty: 12940.212891
	Iteration 113Q: 3 clusters Score -6581606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6581607.000000 Penalty: 12940.212891
	Iteration 114Q: 3 clusters Score -6581607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -6581606.000000 Penalty: 12940.212891
	Iteration 115Q: 3 clusters Score -6581606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -6581615.000000 Penalty: 12940.212891
	Iteration 116Q: 3 clusters Score -6581615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6581621.000000 Penalty: 12940.212891
	Iteration 117Q: 3 clusters Score -6581621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6581621.500000 Penalty: 12940.212891
	Iteration 118Q: 3 clusters Score -6581622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6581618.500000 Penalty: 12940.212891
	Iteration 119Q: 3 clusters Score -6581618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6581625.000000 Penalty: 12940.212891
	Iteration 120F: 3 clusters Score -6581625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6581634.000000 Penalty: 12940.212891
	Iteration 121Q: 3 clusters Score -6581634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -6581629.500000 Penalty: 12940.212891
	Iteration 122Q: 3 clusters Score -6581630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -6581631.000000 Penalty: 12940.212891
	Iteration 123Q: 3 clusters Score -6581631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6581629.000000 Penalty: 12940.212891
	Iteration 124Q: 3 clusters Score -6581629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -6581622.000000 Penalty: 12940.212891
	Iteration 125Q: 3 clusters Score -6581622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -6581630.500000 Penalty: 12940.212891
	Iteration 126Q: 3 clusters Score -6581630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -6581629.500000 Penalty: 12940.212891
	Iteration 127Q: 3 clusters Score -6581630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6581631.500000 Penalty: 12940.212891
	Iteration 128Q: 3 clusters Score -6581632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6581619.500000 Penalty: 12940.212891
	Iteration 129Q: 3 clusters Score -6581620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -6581633.000000 Penalty: 12940.212891
	Iteration 130Q: 3 clusters Score -6581633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -6581626.500000 Penalty: 12940.212891
	Iteration 131Q: 3 clusters Score -6581626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6581634.500000 Penalty: 12940.212891
	Iteration 132Q: 3 clusters Score -6581634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -6581638.500000 Penalty: 12940.212891
	Iteration 133Q: 3 clusters Score -6581638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6581640.500000 Penalty: 12940.212891
	Iteration 134Q: 3 clusters Score -6581640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -6581639.000000 Penalty: 12940.212891
	Iteration 135Q: 3 clusters Score -6581639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6581641.000000 Penalty: 12940.212891
	Iteration 136Q: 3 clusters Score -6581641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6581641.000000 Penalty: 12940.212891
	Iteration 137F: 3 clusters Score -6581641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Entering Unmasked Estep 
Score: -12354138.000000 Penalty: 6828.177734
	Iteration 0F: 2 clusters Score -1.235414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -12305980.000000 Penalty: 13656.355469
	Iteration 0F: 3 clusters Score -1.230598e+07 nChanged 31256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -12322835.000000 Penalty: 13656.355469
	Iteration 1F: 3 clusters Score -1.232284e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -12323709.000000 Penalty: 13656.355469
	Iteration 2Q: 3 clusters Score -1.232371e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -12324522.000000 Penalty: 13656.355469
	Iteration 3Q: 3 clusters Score -1.232452e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -12325275.000000 Penalty: 13656.355469
	Iteration 4Q: 3 clusters Score -1.232528e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -12325919.000000 Penalty: 13656.355469
	Iteration 5Q: 3 clusters Score -1.232592e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -12326662.000000 Penalty: 13656.355469
	Iteration 6Q: 3 clusters Score -1.232666e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -12327560.000000 Penalty: 13656.355469
	Iteration 7Q: 3 clusters Score -1.232756e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -12328703.000000 Penalty: 13656.355469
	Iteration 8Q: 3 clusters Score -1.23287e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -12330075.000000 Penalty: 13656.355469
	Iteration 9Q: 3 clusters Score -1.233008e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -12331553.000000 Penalty: 13656.355469
	Iteration 10Q: 3 clusters Score -1.233155e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -12333261.000000 Penalty: 13656.355469
	Iteration 11Q: 3 clusters Score -1.233326e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -12334724.000000 Penalty: 13656.355469
	Iteration 12Q: 3 clusters Score -1.233472e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -12336004.000000 Penalty: 13656.355469
	Iteration 13Q: 3 clusters Score -1.2336e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -12336797.000000 Penalty: 13656.355469
	Iteration 14Q: 3 clusters Score -1.23368e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -12337444.000000 Penalty: 13656.355469
	Iteration 15Q: 3 clusters Score -1.233744e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -12337838.000000 Penalty: 13656.355469
	Iteration 16Q: 3 clusters Score -1.233784e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -12338071.000000 Penalty: 13656.355469
	Iteration 17Q: 3 clusters Score -1.233807e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -12338214.000000 Penalty: 13656.355469
	Iteration 18Q: 3 clusters Score -1.233821e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -12338333.000000 Penalty: 13656.355469
	Iteration 19Q: 3 clusters Score -1.233833e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -12338392.000000 Penalty: 13656.355469
	Iteration 20F: 3 clusters Score -1.233839e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -12338438.000000 Penalty: 13656.355469
	Iteration 21Q: 3 clusters Score -1.233844e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -12338470.000000 Penalty: 13656.355469
	Iteration 22Q: 3 clusters Score -1.233847e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -12338497.000000 Penalty: 13656.355469
	Iteration 23Q: 3 clusters Score -1.23385e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -12338544.000000 Penalty: 13656.355469
	Iteration 24Q: 3 clusters Score -1.233854e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -12338551.000000 Penalty: 13656.355469
	Iteration 25Q: 3 clusters Score -1.233855e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -12338564.000000 Penalty: 13656.355469
	Iteration 26Q: 3 clusters Score -1.233856e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -12338614.000000 Penalty: 13656.355469
	Iteration 27Q: 3 clusters Score -1.233861e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -12338593.000000 Penalty: 13656.355469
	Iteration 28Q: 3 clusters Score -1.233859e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -12338621.000000 Penalty: 13656.355469
	Iteration 29Q: 3 clusters Score -1.233862e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -12338627.000000 Penalty: 13656.355469
	Iteration 30Q: 3 clusters Score -1.233863e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -12338661.000000 Penalty: 13656.355469
	Iteration 31Q: 3 clusters Score -1.233866e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -12338659.000000 Penalty: 13656.355469
	Iteration 32Q: 3 clusters Score -1.233866e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -12338656.000000 Penalty: 13656.355469
	Iteration 33Q: 3 clusters Score -1.233866e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -12338657.000000 Penalty: 13656.355469
	Iteration 34Q: 3 clusters Score -1.233866e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -12338695.000000 Penalty: 13656.355469
	Iteration 35Q: 3 clusters Score -1.23387e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -12338691.000000 Penalty: 13656.355469
	Iteration 36Q: 3 clusters Score -1.233869e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -12338690.000000 Penalty: 13656.355469
	Iteration 37Q: 3 clusters Score -1.233869e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -12338685.000000 Penalty: 13656.355469
	Iteration 38Q: 3 clusters Score -1.233868e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -12338669.000000 Penalty: 13656.355469
	Iteration 39Q: 3 clusters Score -1.233867e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -12338675.000000 Penalty: 13656.355469
	Iteration 40F: 3 clusters Score -1.233868e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -12338704.000000 Penalty: 13656.355469
	Iteration 41Q: 3 clusters Score -1.23387e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -12338704.000000 Penalty: 13656.355469
	Iteration 42Q: 3 clusters Score -1.23387e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -12338686.000000 Penalty: 13656.355469
	Iteration 43Q: 3 clusters Score -1.233869e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -12338708.000000 Penalty: 13656.355469
	Iteration 44Q: 3 clusters Score -1.233871e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -12338722.000000 Penalty: 13656.355469
	Iteration 45Q: 3 clusters Score -1.233872e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -12338709.000000 Penalty: 13656.355469
	Iteration 46Q: 3 clusters Score -1.233871e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -12338712.000000 Penalty: 13656.355469
	Iteration 47Q: 3 clusters Score -1.233871e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -12338711.000000 Penalty: 13656.355469
	Iteration 48Q: 3 clusters Score -1.233871e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -12338725.000000 Penalty: 13656.355469
	Iteration 49Q: 3 clusters Score -1.233872e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -12338761.000000 Penalty: 13656.355469
	Iteration 50Q: 3 clusters Score -1.233876e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -12338769.000000 Penalty: 13656.355469
	Iteration 51Q: 3 clusters Score -1.233877e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -12338774.000000 Penalty: 13656.355469
	Iteration 52Q: 3 clusters Score -1.233877e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -12338807.000000 Penalty: 13656.355469
	Iteration 53Q: 3 clusters Score -1.233881e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -12338818.000000 Penalty: 13656.355469
	Iteration 54Q: 3 clusters Score -1.233882e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -12338843.000000 Penalty: 13656.355469
	Iteration 55Q: 3 clusters Score -1.233884e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -12338879.000000 Penalty: 13656.355469
	Iteration 56Q: 3 clusters Score -1.233888e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -12338893.000000 Penalty: 13656.355469
	Iteration 57Q: 3 clusters Score -1.233889e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -12338946.000000 Penalty: 13656.355469
	Iteration 58Q: 3 clusters Score -1.233895e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -12338938.000000 Penalty: 13656.355469
	Iteration 59Q: 3 clusters Score -1.233894e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -12338990.000000 Penalty: 13656.355469
	Iteration 60F: 3 clusters Score -1.233899e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -12338999.000000 Penalty: 13656.355469
	Iteration 61Q: 3 clusters Score -1.2339e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -12339048.000000 Penalty: 13656.355469
	Iteration 62Q: 3 clusters Score -1.233905e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -12339142.000000 Penalty: 13656.355469
	Iteration 63Q: 3 clusters Score -1.233914e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -12339191.000000 Penalty: 13656.355469
	Iteration 64Q: 3 clusters Score -1.233919e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -12339265.000000 Penalty: 13656.355469
	Iteration 65Q: 3 clusters Score -1.233926e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -12339358.000000 Penalty: 13656.355469
	Iteration 66Q: 3 clusters Score -1.233936e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -12339437.000000 Penalty: 13656.355469
	Iteration 67Q: 3 clusters Score -1.233944e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -12339554.000000 Penalty: 13656.355469
	Iteration 68Q: 3 clusters Score -1.233955e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -12339778.000000 Penalty: 13656.355469
	Iteration 69Q: 3 clusters Score -1.233978e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -12339969.000000 Penalty: 13656.355469
	Iteration 70Q: 3 clusters Score -1.233997e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -12340216.000000 Penalty: 13656.355469
	Iteration 71Q: 3 clusters Score -1.234022e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -12340507.000000 Penalty: 13656.355469
	Iteration 72Q: 3 clusters Score -1.234051e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -12340827.000000 Penalty: 13656.355469
	Iteration 73Q: 3 clusters Score -1.234083e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -12341277.000000 Penalty: 13656.355469
	Iteration 74Q: 3 clusters Score -1.234128e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -12342036.000000 Penalty: 13656.355469
	Iteration 75Q: 3 clusters Score -1.234204e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -12343490.000000 Penalty: 13656.355469
	Iteration 76Q: 3 clusters Score -1.234349e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -12345221.000000 Penalty: 13656.355469
	Iteration 77Q: 3 clusters Score -1.234522e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -12346474.000000 Penalty: 13656.355469
	Iteration 78Q: 3 clusters Score -1.234647e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -12347062.000000 Penalty: 13656.355469
	Iteration 79Q: 3 clusters Score -1.234706e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -12347347.000000 Penalty: 13656.355469
	Iteration 80F: 3 clusters Score -1.234735e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -12347494.000000 Penalty: 13656.355469
	Iteration 81Q: 3 clusters Score -1.234749e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -12347612.000000 Penalty: 13656.355469
	Iteration 82Q: 3 clusters Score -1.234761e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -12347690.000000 Penalty: 13656.355469
	Iteration 83Q: 3 clusters Score -1.234769e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -12347733.000000 Penalty: 13656.355469
	Iteration 84Q: 3 clusters Score -1.234773e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -12347797.000000 Penalty: 13656.355469
	Iteration 85Q: 3 clusters Score -1.23478e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -12347824.000000 Penalty: 13656.355469
	Iteration 86Q: 3 clusters Score -1.234782e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -12347858.000000 Penalty: 13656.355469
	Iteration 87Q: 3 clusters Score -1.234786e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -12347892.000000 Penalty: 13656.355469
	Iteration 88Q: 3 clusters Score -1.234789e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -12347940.000000 Penalty: 13656.355469
	Iteration 89Q: 3 clusters Score -1.234794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -12347954.000000 Penalty: 13656.355469
	Iteration 90Q: 3 clusters Score -1.234795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -12347961.000000 Penalty: 13656.355469
	Iteration 91Q: 3 clusters Score -1.234796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -12347950.000000 Penalty: 13656.355469
	Iteration 92Q: 3 clusters Score -1.234795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -12347972.000000 Penalty: 13656.355469
	Iteration 93Q: 3 clusters Score -1.234797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -12347986.000000 Penalty: 13656.355469
	Iteration 94Q: 3 clusters Score -1.234799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -12347977.000000 Penalty: 13656.355469
	Iteration 95Q: 3 clusters Score -1.234798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -12347995.000000 Penalty: 13656.355469
	Iteration 96Q: 3 clusters Score -1.2348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -12347991.000000 Penalty: 13656.355469
	Iteration 97Q: 3 clusters Score -1.234799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -12347993.000000 Penalty: 13656.355469
	Iteration 98Q: 3 clusters Score -1.234799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -12348023.000000 Penalty: 13656.355469
	Iteration 99Q: 3 clusters Score -1.234802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -12348023.000000 Penalty: 13656.355469
	Iteration 100F: 3 clusters Score -1.234802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -12348028.000000 Penalty: 13656.355469
	Iteration 101Q: 3 clusters Score -1.234803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -12348023.000000 Penalty: 13656.355469
	Iteration 102Q: 3 clusters Score -1.234802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -12348040.000000 Penalty: 13656.355469
	Iteration 103Q: 3 clusters Score -1.234804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -12348048.000000 Penalty: 13656.355469
	Iteration 104Q: 3 clusters Score -1.234805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -12348047.000000 Penalty: 13656.355469
	Iteration 105Q: 3 clusters Score -1.234805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -12348052.000000 Penalty: 13656.355469
	Iteration 106Q: 3 clusters Score -1.234805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -12348039.000000 Penalty: 13656.355469
	Iteration 107Q: 3 clusters Score -1.234804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -12348053.000000 Penalty: 13656.355469
	Iteration 108Q: 3 clusters Score -1.234805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -12348037.000000 Penalty: 13656.355469
	Iteration 109Q: 3 clusters Score -1.234804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -12348039.000000 Penalty: 13656.355469
	Iteration 110Q: 3 clusters Score -1.234804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -12348037.000000 Penalty: 13656.355469
	Iteration 111Q: 3 clusters Score -1.234804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12348044.000000 Penalty: 13656.355469
	Iteration 112Q: 3 clusters Score -1.234804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -12348021.000000 Penalty: 13656.355469
	Iteration 113Q: 3 clusters Score -1.234802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -12348038.000000 Penalty: 13656.355469
	Iteration 114Q: 3 clusters Score -1.234804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -12348048.000000 Penalty: 13656.355469
	Iteration 115Q: 3 clusters Score -1.234805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -12348056.000000 Penalty: 13656.355469
	Iteration 116Q: 3 clusters Score -1.234806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -12348047.000000 Penalty: 13656.355469
	Iteration 117Q: 3 clusters Score -1.234805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -12348058.000000 Penalty: 13656.355469
	Iteration 118Q: 3 clusters Score -1.234806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -12348056.000000 Penalty: 13656.355469
	Iteration 119Q: 3 clusters Score -1.234806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -12348050.000000 Penalty: 13656.355469
	Iteration 120F: 3 clusters Score -1.234805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -12348043.000000 Penalty: 13656.355469
	Iteration 121Q: 3 clusters Score -1.234804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -12348062.000000 Penalty: 13656.355469
	Iteration 122Q: 3 clusters Score -1.234806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -12348061.000000 Penalty: 13656.355469
	Iteration 123Q: 3 clusters Score -1.234806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -12348053.000000 Penalty: 13656.355469
	Iteration 124Q: 3 clusters Score -1.234805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -12348049.000000 Penalty: 13656.355469
	Iteration 125Q: 3 clusters Score -1.234805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -12348060.000000 Penalty: 13656.355469
	Iteration 126Q: 3 clusters Score -1.234806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -12348063.000000 Penalty: 13656.355469
	Iteration 127Q: 3 clusters Score -1.234806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -12348063.000000 Penalty: 13656.355469
	Iteration 128F: 3 clusters Score -1.234806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Entering Unmasked Estep 
Score: -6444571.000000 Penalty: 6421.945312
	Iteration 0F: 2 clusters Score -6444571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6418136.000000 Penalty: 12843.890625
	Iteration 0F: 3 clusters Score -6418136 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -6426368.500000 Penalty: 12843.890625
	Iteration 1F: 3 clusters Score -6426368 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -6427232.000000 Penalty: 12843.890625
	Iteration 2F: 3 clusters Score -6427232 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6427897.500000 Penalty: 12843.890625
	Iteration 3Q: 3 clusters Score -6427898 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -6428601.000000 Penalty: 12843.890625
	Iteration 4Q: 3 clusters Score -6428601 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -6429389.500000 Penalty: 12843.890625
	Iteration 5Q: 3 clusters Score -6429390 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -6430568.000000 Penalty: 12843.890625
	Iteration 6F: 3 clusters Score -6430568 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -6431976.000000 Penalty: 12843.890625
	Iteration 7F: 3 clusters Score -6431976 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -6433582.500000 Penalty: 12843.890625
	Iteration 8F: 3 clusters Score -6433582 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -6434994.500000 Penalty: 12843.890625
	Iteration 9F: 3 clusters Score -6434994 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -6436065.500000 Penalty: 12843.890625
	Iteration 10Q: 3 clusters Score -6436066 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -6436812.000000 Penalty: 12843.890625
	Iteration 11Q: 3 clusters Score -6436812 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -6437377.000000 Penalty: 12843.890625
	Iteration 12Q: 3 clusters Score -6437377 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -6437787.500000 Penalty: 12843.890625
	Iteration 13Q: 3 clusters Score -6437788 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6438065.500000 Penalty: 12843.890625
	Iteration 14Q: 3 clusters Score -6438066 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -6438298.000000 Penalty: 12843.890625
	Iteration 15Q: 3 clusters Score -6438298 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6438544.000000 Penalty: 12843.890625
	Iteration 16Q: 3 clusters Score -6438544 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -6438717.500000 Penalty: 12843.890625
	Iteration 17Q: 3 clusters Score -6438718 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6438833.000000 Penalty: 12843.890625
	Iteration 18Q: 3 clusters Score -6438833 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6439004.000000 Penalty: 12843.890625
	Iteration 19Q: 3 clusters Score -6439004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6439105.000000 Penalty: 12843.890625
	Iteration 20F: 3 clusters Score -6439105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6439195.000000 Penalty: 12843.890625
	Iteration 21Q: 3 clusters Score -6439195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -6439288.500000 Penalty: 12843.890625
	Iteration 22Q: 3 clusters Score -6439288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6439363.500000 Penalty: 12843.890625
	Iteration 23Q: 3 clusters Score -6439364 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6439450.000000 Penalty: 12843.890625
	Iteration 24Q: 3 clusters Score -6439450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6439521.000000 Penalty: 12843.890625
	Iteration 25Q: 3 clusters Score -6439521 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6439596.500000 Penalty: 12843.890625
	Iteration 26Q: 3 clusters Score -6439596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6439687.000000 Penalty: 12843.890625
	Iteration 27Q: 3 clusters Score -6439687 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6439718.500000 Penalty: 12843.890625
	Iteration 28Q: 3 clusters Score -6439718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6439755.000000 Penalty: 12843.890625
	Iteration 29Q: 3 clusters Score -6439755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6439782.000000 Penalty: 12843.890625
	Iteration 30Q: 3 clusters Score -6439782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6439810.500000 Penalty: 12843.890625
	Iteration 31Q: 3 clusters Score -6439810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6439825.000000 Penalty: 12843.890625
	Iteration 32Q: 3 clusters Score -6439825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6439839.500000 Penalty: 12843.890625
	Iteration 33Q: 3 clusters Score -6439840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6439839.500000 Penalty: 12843.890625
	Iteration 34Q: 3 clusters Score -6439840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6439850.500000 Penalty: 12843.890625
	Iteration 35Q: 3 clusters Score -6439850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6439858.000000 Penalty: 12843.890625
	Iteration 36Q: 3 clusters Score -6439858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6439863.000000 Penalty: 12843.890625
	Iteration 37Q: 3 clusters Score -6439863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6439864.500000 Penalty: 12843.890625
	Iteration 38Q: 3 clusters Score -6439864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6439873.000000 Penalty: 12843.890625
	Iteration 39Q: 3 clusters Score -6439873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6439865.000000 Penalty: 12843.890625
	Iteration 40F: 3 clusters Score -6439865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6439874.000000 Penalty: 12843.890625
	Iteration 41Q: 3 clusters Score -6439874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6439885.500000 Penalty: 12843.890625
	Iteration 42Q: 3 clusters Score -6439886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6439885.500000 Penalty: 12843.890625
	Iteration 43Q: 3 clusters Score -6439886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6439892.500000 Penalty: 12843.890625
	Iteration 44Q: 3 clusters Score -6439892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6439891.000000 Penalty: 12843.890625
	Iteration 45Q: 3 clusters Score -6439891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6439893.000000 Penalty: 12843.890625
	Iteration 46Q: 3 clusters Score -6439893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6439899.500000 Penalty: 12843.890625
	Iteration 47Q: 3 clusters Score -6439900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6439903.000000 Penalty: 12843.890625
	Iteration 48Q: 3 clusters Score -6439903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6439914.500000 Penalty: 12843.890625
	Iteration 49Q: 3 clusters Score -6439914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6439906.500000 Penalty: 12843.890625
	Iteration 50Q: 3 clusters Score -6439906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6439904.500000 Penalty: 12843.890625
	Iteration 51Q: 3 clusters Score -6439904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6439902.000000 Penalty: 12843.890625
	Iteration 52Q: 3 clusters Score -6439902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6439902.000000 Penalty: 12843.890625
	Iteration 53F: 3 clusters Score -6439902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Entering Unmasked Estep 
Score: -1355944.500000 Penalty: 5489.308105
	Iteration 0F: 2 clusters Score -1355944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1347070.875000 Penalty: 10978.616211
	Iteration 0F: 3 clusters Score -1347071 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1348794.500000 Penalty: 10978.616211
	Iteration 1F: 3 clusters Score -1348794 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1349247.875000 Penalty: 10978.616211
	Iteration 2F: 3 clusters Score -1349248 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1349497.375000 Penalty: 10978.616211
	Iteration 3Q: 3 clusters Score -1349497 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1349642.500000 Penalty: 10978.616211
	Iteration 4Q: 3 clusters Score -1349642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1349743.875000 Penalty: 10978.616211
	Iteration 5Q: 3 clusters Score -1349744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1349816.375000 Penalty: 10978.616211
	Iteration 6Q: 3 clusters Score -1349816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1349868.250000 Penalty: 10978.616211
	Iteration 7Q: 3 clusters Score -1349868 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1349916.125000 Penalty: 10978.616211
	Iteration 8Q: 3 clusters Score -1349916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1349969.125000 Penalty: 10978.616211
	Iteration 9Q: 3 clusters Score -1349969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1350014.000000 Penalty: 10978.616211
	Iteration 10Q: 3 clusters Score -1350014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1350044.375000 Penalty: 10978.616211
	Iteration 11Q: 3 clusters Score -1350044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1350067.625000 Penalty: 10978.616211
	Iteration 12Q: 3 clusters Score -1350068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1350094.250000 Penalty: 10978.616211
	Iteration 13Q: 3 clusters Score -1350094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1350127.750000 Penalty: 10978.616211
	Iteration 14Q: 3 clusters Score -1350128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1350155.750000 Penalty: 10978.616211
	Iteration 15Q: 3 clusters Score -1350156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1350188.125000 Penalty: 10978.616211
	Iteration 16Q: 3 clusters Score -1350188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1350218.625000 Penalty: 10978.616211
	Iteration 17Q: 3 clusters Score -1350219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1350248.875000 Penalty: 10978.616211
	Iteration 18Q: 3 clusters Score -1350249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1350282.375000 Penalty: 10978.616211
	Iteration 19Q: 3 clusters Score -1350282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1350321.750000 Penalty: 10978.616211
	Iteration 20F: 3 clusters Score -1350322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1350354.500000 Penalty: 10978.616211
	Iteration 21Q: 3 clusters Score -1350354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1350396.375000 Penalty: 10978.616211
	Iteration 22Q: 3 clusters Score -1350396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1350438.250000 Penalty: 10978.616211
	Iteration 23Q: 3 clusters Score -1350438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1350469.000000 Penalty: 10978.616211
	Iteration 24Q: 3 clusters Score -1350469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1350498.875000 Penalty: 10978.616211
	Iteration 25Q: 3 clusters Score -1350499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1350533.250000 Penalty: 10978.616211
	Iteration 26Q: 3 clusters Score -1350533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1350558.500000 Penalty: 10978.616211
	Iteration 27Q: 3 clusters Score -1350558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1350583.500000 Penalty: 10978.616211
	Iteration 28Q: 3 clusters Score -1350584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1350606.625000 Penalty: 10978.616211
	Iteration 29Q: 3 clusters Score -1350607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1350631.250000 Penalty: 10978.616211
	Iteration 30Q: 3 clusters Score -1350631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1350659.125000 Penalty: 10978.616211
	Iteration 31Q: 3 clusters Score -1350659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1350679.250000 Penalty: 10978.616211
	Iteration 32Q: 3 clusters Score -1350679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1350702.250000 Penalty: 10978.616211
	Iteration 33Q: 3 clusters Score -1350702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1350722.125000 Penalty: 10978.616211
	Iteration 34Q: 3 clusters Score -1350722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1350741.250000 Penalty: 10978.616211
	Iteration 35Q: 3 clusters Score -1350741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1350761.750000 Penalty: 10978.616211
	Iteration 36Q: 3 clusters Score -1350762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1350778.500000 Penalty: 10978.616211
	Iteration 37Q: 3 clusters Score -1350778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1350799.625000 Penalty: 10978.616211
	Iteration 38Q: 3 clusters Score -1350800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1350821.625000 Penalty: 10978.616211
	Iteration 39Q: 3 clusters Score -1350822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1350856.625000 Penalty: 10978.616211
	Iteration 40F: 3 clusters Score -1350857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1350884.500000 Penalty: 10978.616211
	Iteration 41Q: 3 clusters Score -1350884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1350916.625000 Penalty: 10978.616211
	Iteration 42Q: 3 clusters Score -1350917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1350948.375000 Penalty: 10978.616211
	Iteration 43Q: 3 clusters Score -1350948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1350990.125000 Penalty: 10978.616211
	Iteration 44Q: 3 clusters Score -1350990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1351028.375000 Penalty: 10978.616211
	Iteration 45Q: 3 clusters Score -1351028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1351064.750000 Penalty: 10978.616211
	Iteration 46Q: 3 clusters Score -1351065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1351101.375000 Penalty: 10978.616211
	Iteration 47Q: 3 clusters Score -1351101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1351141.125000 Penalty: 10978.616211
	Iteration 48Q: 3 clusters Score -1351141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1351179.500000 Penalty: 10978.616211
	Iteration 49Q: 3 clusters Score -1351180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1351212.500000 Penalty: 10978.616211
	Iteration 50Q: 3 clusters Score -1351212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1351241.750000 Penalty: 10978.616211
	Iteration 51Q: 3 clusters Score -1351242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1351265.375000 Penalty: 10978.616211
	Iteration 52Q: 3 clusters Score -1351265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1351288.125000 Penalty: 10978.616211
	Iteration 53Q: 3 clusters Score -1351288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1351303.875000 Penalty: 10978.616211
	Iteration 54Q: 3 clusters Score -1351304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1351323.125000 Penalty: 10978.616211
	Iteration 55Q: 3 clusters Score -1351323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1351342.500000 Penalty: 10978.616211
	Iteration 56Q: 3 clusters Score -1351342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1351354.250000 Penalty: 10978.616211
	Iteration 57Q: 3 clusters Score -1351354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1351365.875000 Penalty: 10978.616211
	Iteration 58Q: 3 clusters Score -1351366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1351385.625000 Penalty: 10978.616211
	Iteration 59Q: 3 clusters Score -1351386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1351396.250000 Penalty: 10978.616211
	Iteration 60F: 3 clusters Score -1351396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1351399.125000 Penalty: 10978.616211
	Iteration 61Q: 3 clusters Score -1351399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1351407.375000 Penalty: 10978.616211
	Iteration 62Q: 3 clusters Score -1351407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1351409.500000 Penalty: 10978.616211
	Iteration 63Q: 3 clusters Score -1351410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1351409.500000 Penalty: 10978.616211
	Iteration 64Q: 3 clusters Score -1351410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1351414.500000 Penalty: 10978.616211
	Iteration 65Q: 3 clusters Score -1351414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1351420.375000 Penalty: 10978.616211
	Iteration 66Q: 3 clusters Score -1351420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1351421.750000 Penalty: 10978.616211
	Iteration 67Q: 3 clusters Score -1351422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1351421.250000 Penalty: 10978.616211
	Iteration 68Q: 3 clusters Score -1351421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1351420.625000 Penalty: 10978.616211
	Iteration 69Q: 3 clusters Score -1351421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1351422.125000 Penalty: 10978.616211
	Iteration 70Q: 3 clusters Score -1351422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1351428.000000 Penalty: 10978.616211
	Iteration 71Q: 3 clusters Score -1351428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1351430.375000 Penalty: 10978.616211
	Iteration 72Q: 3 clusters Score -1351430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1351432.000000 Penalty: 10978.616211
	Iteration 73Q: 3 clusters Score -1351432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1351439.000000 Penalty: 10978.616211
	Iteration 74Q: 3 clusters Score -1351439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1351445.625000 Penalty: 10978.616211
	Iteration 75Q: 3 clusters Score -1351446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1351450.500000 Penalty: 10978.616211
	Iteration 76Q: 3 clusters Score -1351450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1351462.250000 Penalty: 10978.616211
	Iteration 77Q: 3 clusters Score -1351462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1351477.875000 Penalty: 10978.616211
	Iteration 78Q: 3 clusters Score -1351478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1351487.125000 Penalty: 10978.616211
	Iteration 79Q: 3 clusters Score -1351487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1351498.500000 Penalty: 10978.616211
	Iteration 80F: 3 clusters Score -1351498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1351509.875000 Penalty: 10978.616211
	Iteration 81Q: 3 clusters Score -1351510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1351519.625000 Penalty: 10978.616211
	Iteration 82Q: 3 clusters Score -1351520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1351526.125000 Penalty: 10978.616211
	Iteration 83Q: 3 clusters Score -1351526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1351533.000000 Penalty: 10978.616211
	Iteration 84Q: 3 clusters Score -1351533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1351537.875000 Penalty: 10978.616211
	Iteration 85Q: 3 clusters Score -1351538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1351546.000000 Penalty: 10978.616211
	Iteration 86Q: 3 clusters Score -1351546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1351555.500000 Penalty: 10978.616211
	Iteration 87Q: 3 clusters Score -1351556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1351561.875000 Penalty: 10978.616211
	Iteration 88Q: 3 clusters Score -1351562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1351567.250000 Penalty: 10978.616211
	Iteration 89Q: 3 clusters Score -1351567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1351572.625000 Penalty: 10978.616211
	Iteration 90Q: 3 clusters Score -1351573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1351578.250000 Penalty: 10978.616211
	Iteration 91Q: 3 clusters Score -1351578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1351582.000000 Penalty: 10978.616211
	Iteration 92Q: 3 clusters Score -1351582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1351587.875000 Penalty: 10978.616211
	Iteration 93Q: 3 clusters Score -1351588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1351588.375000 Penalty: 10978.616211
	Iteration 94Q: 3 clusters Score -1351588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1351588.375000 Penalty: 10978.616211
	Iteration 95F: 3 clusters Score -1351588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -1120878.375000 Penalty: 5395.400879
	Iteration 0F: 2 clusters Score -1120878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1112755.875000 Penalty: 10790.801758
	Iteration 0F: 3 clusters Score -1112756 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1114483.000000 Penalty: 10790.801758
	Iteration 1F: 3 clusters Score -1114483 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1115290.125000 Penalty: 10790.801758
	Iteration 2F: 3 clusters Score -1115290 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1116272.125000 Penalty: 10790.801758
	Iteration 3F: 3 clusters Score -1116272 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1117948.625000 Penalty: 10790.801758
	Iteration 4F: 3 clusters Score -1117949 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1120394.125000 Penalty: 10790.801758
	Iteration 5F: 3 clusters Score -1120394 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1122488.625000 Penalty: 10790.801758
	Iteration 6F: 3 clusters Score -1122489 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1123367.000000 Penalty: 10790.801758
	Iteration 7F: 3 clusters Score -1123367 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1123537.750000 Penalty: 10790.801758
	Iteration 8Q: 3 clusters Score -1123538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1123582.625000 Penalty: 10790.801758
	Iteration 9Q: 3 clusters Score -1123583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1123596.500000 Penalty: 10790.801758
	Iteration 10Q: 3 clusters Score -1123596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1123598.125000 Penalty: 10790.801758
	Iteration 11Q: 3 clusters Score -1123598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1123600.125000 Penalty: 10790.801758
	Iteration 12Q: 3 clusters Score -1123600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1123600.125000 Penalty: 10790.801758
	Iteration 13F: 3 clusters Score -1123600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58251 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 361429 members 
Mstep: Class 13 contains 38694 members 
Mstep: Class 14 contains 69428 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 64546 members 
Mstep: Class 19 contains 176131 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 185269 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53292 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 33838 members 
Entering Unmasked Estep 
Score: -226818208.000000 Penalty: 241171.093750
Splitting cluster 17 changes total score from -226817728.000000 to -226818208.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (64546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Entering Unmasked Estep 
Score: -11663487.000000 Penalty: 6783.519043
	Iteration 0F: 2 clusters Score -1.166349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -11618269.000000 Penalty: 13567.038086
	Iteration 0F: 3 clusters Score -1.161827e+07 nChanged 28842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -11634116.000000 Penalty: 13567.038086
	Iteration 1F: 3 clusters Score -1.163412e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -11635385.000000 Penalty: 13567.038086
	Iteration 2F: 3 clusters Score -1.163538e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -11636828.000000 Penalty: 13567.038086
	Iteration 3Q: 3 clusters Score -1.163683e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -11638488.000000 Penalty: 13567.038086
	Iteration 4F: 3 clusters Score -1.163849e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -11640635.000000 Penalty: 13567.038086
	Iteration 5F: 3 clusters Score -1.164064e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -11643104.000000 Penalty: 13567.038086
	Iteration 6F: 3 clusters Score -1.16431e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -11645092.000000 Penalty: 13567.038086
	Iteration 7F: 3 clusters Score -1.164509e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -11646679.000000 Penalty: 13567.038086
	Iteration 8F: 3 clusters Score -1.164668e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -11648030.000000 Penalty: 13567.038086
	Iteration 9Q: 3 clusters Score -1.164803e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -11649154.000000 Penalty: 13567.038086
	Iteration 10Q: 3 clusters Score -1.164915e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -11650064.000000 Penalty: 13567.038086
	Iteration 11Q: 3 clusters Score -1.165006e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -11651023.000000 Penalty: 13567.038086
	Iteration 12Q: 3 clusters Score -1.165102e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -11652363.000000 Penalty: 13567.038086
	Iteration 13Q: 3 clusters Score -1.165236e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -11654232.000000 Penalty: 13567.038086
	Iteration 14Q: 3 clusters Score -1.165423e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -11657003.000000 Penalty: 13567.038086
	Iteration 15Q: 3 clusters Score -1.1657e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -11660241.000000 Penalty: 13567.038086
	Iteration 16Q: 3 clusters Score -1.166024e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -11662488.000000 Penalty: 13567.038086
	Iteration 17Q: 3 clusters Score -1.166249e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -11663639.000000 Penalty: 13567.038086
	Iteration 18Q: 3 clusters Score -1.166364e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -11664111.000000 Penalty: 13567.038086
	Iteration 19Q: 3 clusters Score -1.166411e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -11664302.000000 Penalty: 13567.038086
	Iteration 20F: 3 clusters Score -1.16643e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -11664369.000000 Penalty: 13567.038086
	Iteration 21Q: 3 clusters Score -1.166437e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -11664433.000000 Penalty: 13567.038086
	Iteration 22Q: 3 clusters Score -1.166443e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -11664446.000000 Penalty: 13567.038086
	Iteration 23Q: 3 clusters Score -1.166445e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -11664437.000000 Penalty: 13567.038086
	Iteration 24Q: 3 clusters Score -1.166444e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -11664438.000000 Penalty: 13567.038086
	Iteration 25Q: 3 clusters Score -1.166444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -11664433.000000 Penalty: 13567.038086
	Iteration 26Q: 3 clusters Score -1.166443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -11664432.000000 Penalty: 13567.038086
	Iteration 27Q: 3 clusters Score -1.166443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -11664423.000000 Penalty: 13567.038086
	Iteration 28Q: 3 clusters Score -1.166442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -11664415.000000 Penalty: 13567.038086
	Iteration 29Q: 3 clusters Score -1.166442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -11664423.000000 Penalty: 13567.038086
	Iteration 30Q: 3 clusters Score -1.166442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -11664418.000000 Penalty: 13567.038086
	Iteration 31Q: 3 clusters Score -1.166442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -11664415.000000 Penalty: 13567.038086
	Iteration 32Q: 3 clusters Score -1.166442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -11664415.000000 Penalty: 13567.038086
	Iteration 33F: 3 clusters Score -1.166442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58251 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 361429 members 
Mstep: Class 13 contains 38694 members 
Mstep: Class 14 contains 69428 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 24799 members 
Mstep: Class 19 contains 176131 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 185269 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53292 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 33838 members 
Mstep: Class 29 contains 39747 members 
Entering Unmasked Estep 
Score: -226818544.000000 Penalty: 249784.343750
Splitting cluster 18 changes total score from -226817728.000000 to -226818544.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (176131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Entering Unmasked Estep 
Score: -31792980.000000 Penalty: 7398.377441
	Iteration 0F: 2 clusters Score -3.179298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -31674218.000000 Penalty: 14796.754883
	Iteration 0F: 3 clusters Score -3.167422e+07 nChanged 82517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -31720970.000000 Penalty: 14796.754883
	Iteration 1F: 3 clusters Score -3.172097e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -31722208.000000 Penalty: 14796.754883
	Iteration 2Q: 3 clusters Score -3.172221e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -31724206.000000 Penalty: 14796.754883
	Iteration 3Q: 3 clusters Score -3.172421e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -31726874.000000 Penalty: 14796.754883
	Iteration 4Q: 3 clusters Score -3.172687e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -31730746.000000 Penalty: 14796.754883
	Iteration 5Q: 3 clusters Score -3.173075e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -31736402.000000 Penalty: 14796.754883
	Iteration 6F: 3 clusters Score -3.17364e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126176 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -31744804.000000 Penalty: 14796.754883
	Iteration 7F: 3 clusters Score -3.17448e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138395 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -31754800.000000 Penalty: 14796.754883
	Iteration 8F: 3 clusters Score -3.17548e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -31764978.000000 Penalty: 14796.754883
	Iteration 9F: 3 clusters Score -3.176498e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -31773518.000000 Penalty: 14796.754883
	Iteration 10F: 3 clusters Score -3.177352e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166736 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -31779338.000000 Penalty: 14796.754883
	Iteration 11Q: 3 clusters Score -3.177934e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -31782640.000000 Penalty: 14796.754883
	Iteration 12Q: 3 clusters Score -3.178264e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173068 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -31784456.000000 Penalty: 14796.754883
	Iteration 13Q: 3 clusters Score -3.178446e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174180 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -31785296.000000 Penalty: 14796.754883
	Iteration 14Q: 3 clusters Score -3.17853e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174657 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -31785782.000000 Penalty: 14796.754883
	Iteration 15Q: 3 clusters Score -3.178578e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174870 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -31785962.000000 Penalty: 14796.754883
	Iteration 16Q: 3 clusters Score -3.178596e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -31786090.000000 Penalty: 14796.754883
	Iteration 17Q: 3 clusters Score -3.178609e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -31786202.000000 Penalty: 14796.754883
	Iteration 18Q: 3 clusters Score -3.17862e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175138 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -31786270.000000 Penalty: 14796.754883
	Iteration 19Q: 3 clusters Score -3.178627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -31786332.000000 Penalty: 14796.754883
	Iteration 20F: 3 clusters Score -3.178633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -31786364.000000 Penalty: 14796.754883
	Iteration 21Q: 3 clusters Score -3.178636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -31786406.000000 Penalty: 14796.754883
	Iteration 22Q: 3 clusters Score -3.178641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175239 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -31786404.000000 Penalty: 14796.754883
	Iteration 23Q: 3 clusters Score -3.17864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -31786460.000000 Penalty: 14796.754883
	Iteration 24Q: 3 clusters Score -3.178646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175257 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -31786480.000000 Penalty: 14796.754883
	Iteration 25Q: 3 clusters Score -3.178648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -31786458.000000 Penalty: 14796.754883
	Iteration 26Q: 3 clusters Score -3.178646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -31786456.000000 Penalty: 14796.754883
	Iteration 27Q: 3 clusters Score -3.178646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -31786466.000000 Penalty: 14796.754883
	Iteration 28Q: 3 clusters Score -3.178647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175283 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -31786478.000000 Penalty: 14796.754883
	Iteration 29Q: 3 clusters Score -3.178648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -31786486.000000 Penalty: 14796.754883
	Iteration 30Q: 3 clusters Score -3.178649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175287 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -31786478.000000 Penalty: 14796.754883
	Iteration 31Q: 3 clusters Score -3.178648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -31786482.000000 Penalty: 14796.754883
	Iteration 32Q: 3 clusters Score -3.178648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175295 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -31786516.000000 Penalty: 14796.754883
	Iteration 33Q: 3 clusters Score -3.178652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175298 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -31786518.000000 Penalty: 14796.754883
	Iteration 34Q: 3 clusters Score -3.178652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175301 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -31786514.000000 Penalty: 14796.754883
	Iteration 35Q: 3 clusters Score -3.178651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -31786502.000000 Penalty: 14796.754883
	Iteration 36Q: 3 clusters Score -3.17865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175305 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -31786506.000000 Penalty: 14796.754883
	Iteration 37Q: 3 clusters Score -3.178651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -31786496.000000 Penalty: 14796.754883
	Iteration 38Q: 3 clusters Score -3.17865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175309 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -31786514.000000 Penalty: 14796.754883
	Iteration 39Q: 3 clusters Score -3.178651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175311 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -31786500.000000 Penalty: 14796.754883
	Iteration 40F: 3 clusters Score -3.17865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -348126.218750 Penalty: 4644.115234
	Iteration 0F: 2 clusters Score -348126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -343091.531250 Penalty: 9288.230469
	Iteration 0F: 3 clusters Score -343091.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -343649.718750 Penalty: 9288.230469
	Iteration 1F: 3 clusters Score -343649.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -343780.750000 Penalty: 9288.230469
	Iteration 2Q: 3 clusters Score -343780.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -343877.531250 Penalty: 9288.230469
	Iteration 3Q: 3 clusters Score -343877.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -343931.875000 Penalty: 9288.230469
	Iteration 4Q: 3 clusters Score -343931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -343965.312500 Penalty: 9288.230469
	Iteration 5Q: 3 clusters Score -343965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -343978.468750 Penalty: 9288.230469
	Iteration 6Q: 3 clusters Score -343978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -343985.031250 Penalty: 9288.230469
	Iteration 7Q: 3 clusters Score -343985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -343988.250000 Penalty: 9288.230469
	Iteration 8Q: 3 clusters Score -343988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -343996.937500 Penalty: 9288.230469
	Iteration 9Q: 3 clusters Score -343996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -343999.375000 Penalty: 9288.230469
	Iteration 10Q: 3 clusters Score -343999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -344006.468750 Penalty: 9288.230469
	Iteration 11Q: 3 clusters Score -344006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -344009.812500 Penalty: 9288.230469
	Iteration 12Q: 3 clusters Score -344009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -344013.343750 Penalty: 9288.230469
	Iteration 13Q: 3 clusters Score -344013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -344018.687500 Penalty: 9288.230469
	Iteration 14Q: 3 clusters Score -344018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -344024.031250 Penalty: 9288.230469
	Iteration 15Q: 3 clusters Score -344024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -344028.156250 Penalty: 9288.230469
	Iteration 16Q: 3 clusters Score -344028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -344033.500000 Penalty: 9288.230469
	Iteration 17Q: 3 clusters Score -344033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -344035.906250 Penalty: 9288.230469
	Iteration 18Q: 3 clusters Score -344035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -344041.500000 Penalty: 9288.230469
	Iteration 19Q: 3 clusters Score -344041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -344050.281250 Penalty: 9288.230469
	Iteration 20F: 3 clusters Score -344050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -344051.250000 Penalty: 9288.230469
	Iteration 21Q: 3 clusters Score -344051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -344051.250000 Penalty: 9288.230469
	Iteration 22F: 3 clusters Score -344051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (185269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185269 members 
Entering Unmasked Estep 
Score: -33577984.000000 Penalty: 7429.357910
	Iteration 0F: 2 clusters Score -3.357798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -33453998.000000 Penalty: 14858.715820
	Iteration 0F: 3 clusters Score -3.3454e+07 nChanged 86500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -33502666.000000 Penalty: 14858.715820
	Iteration 1F: 3 clusters Score -3.350267e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -33504130.000000 Penalty: 14858.715820
	Iteration 2Q: 3 clusters Score -3.350413e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -33505860.000000 Penalty: 14858.715820
	Iteration 3Q: 3 clusters Score -3.350586e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -33507914.000000 Penalty: 14858.715820
	Iteration 4Q: 3 clusters Score -3.350791e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -33510606.000000 Penalty: 14858.715820
	Iteration 5Q: 3 clusters Score -3.351061e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -33514222.000000 Penalty: 14858.715820
	Iteration 6Q: 3 clusters Score -3.351422e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -33519862.000000 Penalty: 14858.715820
	Iteration 7F: 3 clusters Score -3.351986e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -33526576.000000 Penalty: 14858.715820
	Iteration 8F: 3 clusters Score -3.352658e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -33534398.000000 Penalty: 14858.715820
	Iteration 9F: 3 clusters Score -3.35344e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -33542224.000000 Penalty: 14858.715820
	Iteration 10F: 3 clusters Score -3.354222e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -33548434.000000 Penalty: 14858.715820
	Iteration 11F: 3 clusters Score -3.354843e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -33552106.000000 Penalty: 14858.715820
	Iteration 12Q: 3 clusters Score -3.355211e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137679 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -33554540.000000 Penalty: 14858.715820
	Iteration 13Q: 3 clusters Score -3.355454e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140941 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -33556164.000000 Penalty: 14858.715820
	Iteration 14Q: 3 clusters Score -3.355616e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -33557592.000000 Penalty: 14858.715820
	Iteration 15Q: 3 clusters Score -3.355759e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -33558940.000000 Penalty: 14858.715820
	Iteration 16Q: 3 clusters Score -3.355894e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -33560408.000000 Penalty: 14858.715820
	Iteration 17Q: 3 clusters Score -3.356041e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152623 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -33561672.000000 Penalty: 14858.715820
	Iteration 18Q: 3 clusters Score -3.356167e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -33562848.000000 Penalty: 14858.715820
	Iteration 19Q: 3 clusters Score -3.356285e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -33563760.000000 Penalty: 14858.715820
	Iteration 20F: 3 clusters Score -3.356376e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -33564588.000000 Penalty: 14858.715820
	Iteration 21Q: 3 clusters Score -3.356459e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -33565452.000000 Penalty: 14858.715820
	Iteration 22Q: 3 clusters Score -3.356545e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -33566056.000000 Penalty: 14858.715820
	Iteration 23Q: 3 clusters Score -3.356606e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164851 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -33566604.000000 Penalty: 14858.715820
	Iteration 24Q: 3 clusters Score -3.35666e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -33567084.000000 Penalty: 14858.715820
	Iteration 25Q: 3 clusters Score -3.356708e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167878 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -33567748.000000 Penalty: 14858.715820
	Iteration 26Q: 3 clusters Score -3.356775e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -33567964.000000 Penalty: 14858.715820
	Iteration 27Q: 3 clusters Score -3.356796e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170377 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -33568204.000000 Penalty: 14858.715820
	Iteration 28Q: 3 clusters Score -3.35682e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -33568480.000000 Penalty: 14858.715820
	Iteration 29Q: 3 clusters Score -3.356848e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -33568784.000000 Penalty: 14858.715820
	Iteration 30Q: 3 clusters Score -3.356878e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -33569120.000000 Penalty: 14858.715820
	Iteration 31Q: 3 clusters Score -3.356912e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -33569420.000000 Penalty: 14858.715820
	Iteration 32Q: 3 clusters Score -3.356942e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -33569828.000000 Penalty: 14858.715820
	Iteration 33Q: 3 clusters Score -3.356983e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -33569848.000000 Penalty: 14858.715820
	Iteration 34Q: 3 clusters Score -3.356985e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176553 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -33570020.000000 Penalty: 14858.715820
	Iteration 35Q: 3 clusters Score -3.357002e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -33570108.000000 Penalty: 14858.715820
	Iteration 36Q: 3 clusters Score -3.357011e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -33570284.000000 Penalty: 14858.715820
	Iteration 37Q: 3 clusters Score -3.357028e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178230 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -33570432.000000 Penalty: 14858.715820
	Iteration 38Q: 3 clusters Score -3.357043e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -33570656.000000 Penalty: 14858.715820
	Iteration 39Q: 3 clusters Score -3.357066e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179058 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -33570720.000000 Penalty: 14858.715820
	Iteration 40F: 3 clusters Score -3.357072e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -33570804.000000 Penalty: 14858.715820
	Iteration 41Q: 3 clusters Score -3.35708e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179740 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -33570840.000000 Penalty: 14858.715820
	Iteration 42Q: 3 clusters Score -3.357084e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180038 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -33570920.000000 Penalty: 14858.715820
	Iteration 43Q: 3 clusters Score -3.357092e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -33571060.000000 Penalty: 14858.715820
	Iteration 44Q: 3 clusters Score -3.357106e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -33571120.000000 Penalty: 14858.715820
	Iteration 45Q: 3 clusters Score -3.357112e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180726 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -33571192.000000 Penalty: 14858.715820
	Iteration 46Q: 3 clusters Score -3.357119e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -33571224.000000 Penalty: 14858.715820
	Iteration 47Q: 3 clusters Score -3.357122e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181034 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -33571284.000000 Penalty: 14858.715820
	Iteration 48Q: 3 clusters Score -3.357128e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181169 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -33571216.000000 Penalty: 14858.715820
	Iteration 49Q: 3 clusters Score -3.357122e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181305 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -33571272.000000 Penalty: 14858.715820
	Iteration 50Q: 3 clusters Score -3.357127e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181414 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -33571372.000000 Penalty: 14858.715820
	Iteration 51Q: 3 clusters Score -3.357137e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181525 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -33571424.000000 Penalty: 14858.715820
	Iteration 52Q: 3 clusters Score -3.357142e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181612 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -33571452.000000 Penalty: 14858.715820
	Iteration 53Q: 3 clusters Score -3.357145e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181703 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -33571536.000000 Penalty: 14858.715820
	Iteration 54Q: 3 clusters Score -3.357154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181780 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -33571624.000000 Penalty: 14858.715820
	Iteration 55Q: 3 clusters Score -3.357162e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181845 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -33571648.000000 Penalty: 14858.715820
	Iteration 56Q: 3 clusters Score -3.357165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181900 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -33571636.000000 Penalty: 14858.715820
	Iteration 57Q: 3 clusters Score -3.357164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -33571656.000000 Penalty: 14858.715820
	Iteration 58Q: 3 clusters Score -3.357166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -33571708.000000 Penalty: 14858.715820
	Iteration 59Q: 3 clusters Score -3.357171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182026 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -33571692.000000 Penalty: 14858.715820
	Iteration 60F: 3 clusters Score -3.357169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -33571716.000000 Penalty: 14858.715820
	Iteration 61Q: 3 clusters Score -3.357172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182076 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -33571688.000000 Penalty: 14858.715820
	Iteration 62Q: 3 clusters Score -3.357169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182105 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -33571692.000000 Penalty: 14858.715820
	Iteration 63Q: 3 clusters Score -3.357169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182127 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -33571668.000000 Penalty: 14858.715820
	Iteration 64Q: 3 clusters Score -3.357167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -33571672.000000 Penalty: 14858.715820
	Iteration 65Q: 3 clusters Score -3.357167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -33571704.000000 Penalty: 14858.715820
	Iteration 66Q: 3 clusters Score -3.35717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182195 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -33571716.000000 Penalty: 14858.715820
	Iteration 67Q: 3 clusters Score -3.357172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182219 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -33571724.000000 Penalty: 14858.715820
	Iteration 68Q: 3 clusters Score -3.357172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -33571704.000000 Penalty: 14858.715820
	Iteration 69Q: 3 clusters Score -3.35717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -33571660.000000 Penalty: 14858.715820
	Iteration 70Q: 3 clusters Score -3.357166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -33571724.000000 Penalty: 14858.715820
	Iteration 71Q: 3 clusters Score -3.357172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -33571700.000000 Penalty: 14858.715820
	Iteration 72Q: 3 clusters Score -3.35717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182324 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -33571748.000000 Penalty: 14858.715820
	Iteration 73Q: 3 clusters Score -3.357175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -33571740.000000 Penalty: 14858.715820
	Iteration 74Q: 3 clusters Score -3.357174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -33571748.000000 Penalty: 14858.715820
	Iteration 75Q: 3 clusters Score -3.357175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182378 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -33571748.000000 Penalty: 14858.715820
	Iteration 76Q: 3 clusters Score -3.357175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182392 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -33571728.000000 Penalty: 14858.715820
	Iteration 77Q: 3 clusters Score -3.357173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182404 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -33571712.000000 Penalty: 14858.715820
	Iteration 78Q: 3 clusters Score -3.357171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182414 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -33571712.000000 Penalty: 14858.715820
	Iteration 79Q: 3 clusters Score -3.357171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182421 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -33571712.000000 Penalty: 14858.715820
	Iteration 80F: 3 clusters Score -3.357171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -33571720.000000 Penalty: 14858.715820
	Iteration 81Q: 3 clusters Score -3.357172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182438 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -33571712.000000 Penalty: 14858.715820
	Iteration 82Q: 3 clusters Score -3.357171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182447 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -33571688.000000 Penalty: 14858.715820
	Iteration 83Q: 3 clusters Score -3.357169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182457 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -33571712.000000 Penalty: 14858.715820
	Iteration 84Q: 3 clusters Score -3.357171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182464 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -33571700.000000 Penalty: 14858.715820
	Iteration 85Q: 3 clusters Score -3.35717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -33571696.000000 Penalty: 14858.715820
	Iteration 86Q: 3 clusters Score -3.35717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182477 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -33571692.000000 Penalty: 14858.715820
	Iteration 87Q: 3 clusters Score -3.357169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182482 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -33571692.000000 Penalty: 14858.715820
	Iteration 88Q: 3 clusters Score -3.357169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182490 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -33571696.000000 Penalty: 14858.715820
	Iteration 89Q: 3 clusters Score -3.35717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182499 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -33571744.000000 Penalty: 14858.715820
	Iteration 90Q: 3 clusters Score -3.357174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182507 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -33571740.000000 Penalty: 14858.715820
	Iteration 91Q: 3 clusters Score -3.357174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182520 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -33571736.000000 Penalty: 14858.715820
	Iteration 92Q: 3 clusters Score -3.357174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182527 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -33571716.000000 Penalty: 14858.715820
	Iteration 93Q: 3 clusters Score -3.357172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182535 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -33571748.000000 Penalty: 14858.715820
	Iteration 94Q: 3 clusters Score -3.357175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -33571724.000000 Penalty: 14858.715820
	Iteration 95Q: 3 clusters Score -3.357172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182542 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -33571756.000000 Penalty: 14858.715820
	Iteration 96Q: 3 clusters Score -3.357176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182545 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -33571728.000000 Penalty: 14858.715820
	Iteration 97Q: 3 clusters Score -3.357173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182546 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -33571736.000000 Penalty: 14858.715820
	Iteration 98Q: 3 clusters Score -3.357174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182549 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -33571724.000000 Penalty: 14858.715820
	Iteration 99Q: 3 clusters Score -3.357172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182550 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -33571724.000000 Penalty: 14858.715820
	Iteration 100F: 3 clusters Score -3.357172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182552 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -33571724.000000 Penalty: 14858.715820
	Iteration 101Q: 3 clusters Score -3.357172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182554 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -33571728.000000 Penalty: 14858.715820
	Iteration 102Q: 3 clusters Score -3.357173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -33571720.000000 Penalty: 14858.715820
	Iteration 103Q: 3 clusters Score -3.357172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182558 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -33571728.000000 Penalty: 14858.715820
	Iteration 104Q: 3 clusters Score -3.357173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182562 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -33571740.000000 Penalty: 14858.715820
	Iteration 105Q: 3 clusters Score -3.357174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -33571760.000000 Penalty: 14858.715820
	Iteration 106Q: 3 clusters Score -3.357176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -33571752.000000 Penalty: 14858.715820
	Iteration 107Q: 3 clusters Score -3.357175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182581 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -33571756.000000 Penalty: 14858.715820
	Iteration 108Q: 3 clusters Score -3.357176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182585 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -33571776.000000 Penalty: 14858.715820
	Iteration 109Q: 3 clusters Score -3.357178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182591 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -33571768.000000 Penalty: 14858.715820
	Iteration 110Q: 3 clusters Score -3.357177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182597 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -33571808.000000 Penalty: 14858.715820
	Iteration 111Q: 3 clusters Score -3.357181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182601 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -33571792.000000 Penalty: 14858.715820
	Iteration 112Q: 3 clusters Score -3.357179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -33571788.000000 Penalty: 14858.715820
	Iteration 113Q: 3 clusters Score -3.357179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -33571796.000000 Penalty: 14858.715820
	Iteration 114Q: 3 clusters Score -3.35718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182607 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -33571776.000000 Penalty: 14858.715820
	Iteration 115Q: 3 clusters Score -3.357178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182609 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -33571788.000000 Penalty: 14858.715820
	Iteration 116Q: 3 clusters Score -3.357179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182610 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -33571784.000000 Penalty: 14858.715820
	Iteration 117Q: 3 clusters Score -3.357178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182610 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -33571784.000000 Penalty: 14858.715820
	Iteration 118F: 3 clusters Score -3.357178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -1350247.500000 Penalty: 5479.175781
	Iteration 0F: 2 clusters Score -1350248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1341448.750000 Penalty: 10958.351562
	Iteration 0F: 3 clusters Score -1341449 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1343260.750000 Penalty: 10958.351562
	Iteration 1F: 3 clusters Score -1343261 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1343820.250000 Penalty: 10958.351562
	Iteration 2F: 3 clusters Score -1343820 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1344225.250000 Penalty: 10958.351562
	Iteration 3F: 3 clusters Score -1344225 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1344590.500000 Penalty: 10958.351562
	Iteration 4Q: 3 clusters Score -1344590 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1344936.500000 Penalty: 10958.351562
	Iteration 5Q: 3 clusters Score -1344936 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1345213.500000 Penalty: 10958.351562
	Iteration 6Q: 3 clusters Score -1345214 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1345448.250000 Penalty: 10958.351562
	Iteration 7Q: 3 clusters Score -1345448 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1345664.375000 Penalty: 10958.351562
	Iteration 8Q: 3 clusters Score -1345664 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1345845.750000 Penalty: 10958.351562
	Iteration 9Q: 3 clusters Score -1345846 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1345989.625000 Penalty: 10958.351562
	Iteration 10Q: 3 clusters Score -1345990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1346116.875000 Penalty: 10958.351562
	Iteration 11Q: 3 clusters Score -1346117 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1346237.125000 Penalty: 10958.351562
	Iteration 12Q: 3 clusters Score -1346237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1346357.250000 Penalty: 10958.351562
	Iteration 13Q: 3 clusters Score -1346357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1346446.750000 Penalty: 10958.351562
	Iteration 14Q: 3 clusters Score -1346447 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1346531.000000 Penalty: 10958.351562
	Iteration 15Q: 3 clusters Score -1346531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1346608.750000 Penalty: 10958.351562
	Iteration 16Q: 3 clusters Score -1346609 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1346701.125000 Penalty: 10958.351562
	Iteration 17Q: 3 clusters Score -1346701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1346778.500000 Penalty: 10958.351562
	Iteration 18Q: 3 clusters Score -1346778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1346865.250000 Penalty: 10958.351562
	Iteration 19Q: 3 clusters Score -1346865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1346962.000000 Penalty: 10958.351562
	Iteration 20F: 3 clusters Score -1346962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1347026.625000 Penalty: 10958.351562
	Iteration 21Q: 3 clusters Score -1347027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1347101.375000 Penalty: 10958.351562
	Iteration 22Q: 3 clusters Score -1347101 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1347167.875000 Penalty: 10958.351562
	Iteration 23Q: 3 clusters Score -1347168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1347220.750000 Penalty: 10958.351562
	Iteration 24Q: 3 clusters Score -1347221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1347275.750000 Penalty: 10958.351562
	Iteration 25Q: 3 clusters Score -1347276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1347326.500000 Penalty: 10958.351562
	Iteration 26Q: 3 clusters Score -1347326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1347354.875000 Penalty: 10958.351562
	Iteration 27Q: 3 clusters Score -1347355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1347378.250000 Penalty: 10958.351562
	Iteration 28Q: 3 clusters Score -1347378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1347396.875000 Penalty: 10958.351562
	Iteration 29Q: 3 clusters Score -1347397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1347411.125000 Penalty: 10958.351562
	Iteration 30Q: 3 clusters Score -1347411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1347424.125000 Penalty: 10958.351562
	Iteration 31Q: 3 clusters Score -1347424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1347436.875000 Penalty: 10958.351562
	Iteration 32Q: 3 clusters Score -1347437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1347439.375000 Penalty: 10958.351562
	Iteration 33Q: 3 clusters Score -1347439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1347444.000000 Penalty: 10958.351562
	Iteration 34Q: 3 clusters Score -1347444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1347447.625000 Penalty: 10958.351562
	Iteration 35Q: 3 clusters Score -1347448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1347446.875000 Penalty: 10958.351562
	Iteration 36Q: 3 clusters Score -1347447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1347448.875000 Penalty: 10958.351562
	Iteration 37Q: 3 clusters Score -1347449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1347451.000000 Penalty: 10958.351562
	Iteration 38Q: 3 clusters Score -1347451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1347449.875000 Penalty: 10958.351562
	Iteration 39Q: 3 clusters Score -1347450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1347453.875000 Penalty: 10958.351562
	Iteration 40F: 3 clusters Score -1347454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1347456.500000 Penalty: 10958.351562
	Iteration 41Q: 3 clusters Score -1347456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1347458.375000 Penalty: 10958.351562
	Iteration 42Q: 3 clusters Score -1347458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1347460.500000 Penalty: 10958.351562
	Iteration 43Q: 3 clusters Score -1347460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1347460.500000 Penalty: 10958.351562
	Iteration 44F: 3 clusters Score -1347460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (53292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Entering Unmasked Estep 
Score: -9657235.000000 Penalty: 6666.168945
	Iteration 0F: 2 clusters Score -9657235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -9619443.000000 Penalty: 13332.337891
	Iteration 0F: 3 clusters Score -9619443 nChanged 23654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -9631852.000000 Penalty: 13332.337891
	Iteration 1F: 3 clusters Score -9631852 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -9632662.000000 Penalty: 13332.337891
	Iteration 2Q: 3 clusters Score -9632662 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -9633356.000000 Penalty: 13332.337891
	Iteration 3Q: 3 clusters Score -9633356 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -9633870.000000 Penalty: 13332.337891
	Iteration 4Q: 3 clusters Score -9633870 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -9634439.000000 Penalty: 13332.337891
	Iteration 5Q: 3 clusters Score -9634439 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -9634969.000000 Penalty: 13332.337891
	Iteration 6Q: 3 clusters Score -9634969 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -9635636.000000 Penalty: 13332.337891
	Iteration 7Q: 3 clusters Score -9635636 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -9636706.000000 Penalty: 13332.337891
	Iteration 8Q: 3 clusters Score -9636706 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -9638324.000000 Penalty: 13332.337891
	Iteration 9F: 3 clusters Score -9638324 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -9640622.000000 Penalty: 13332.337891
	Iteration 10F: 3 clusters Score -9640622 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -9643444.000000 Penalty: 13332.337891
	Iteration 11F: 3 clusters Score -9643444 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -9646384.000000 Penalty: 13332.337891
	Iteration 12F: 3 clusters Score -9646384 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -9648580.000000 Penalty: 13332.337891
	Iteration 13Q: 3 clusters Score -9648580 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -9649865.000000 Penalty: 13332.337891
	Iteration 14Q: 3 clusters Score -9649865 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -9650540.000000 Penalty: 13332.337891
	Iteration 15Q: 3 clusters Score -9650540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -9650871.000000 Penalty: 13332.337891
	Iteration 16Q: 3 clusters Score -9650871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -9651013.000000 Penalty: 13332.337891
	Iteration 17Q: 3 clusters Score -9651013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -9651086.000000 Penalty: 13332.337891
	Iteration 18Q: 3 clusters Score -9651086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -9651150.000000 Penalty: 13332.337891
	Iteration 19Q: 3 clusters Score -9651150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -9651189.000000 Penalty: 13332.337891
	Iteration 20F: 3 clusters Score -9651189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -9651217.000000 Penalty: 13332.337891
	Iteration 21Q: 3 clusters Score -9651217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -9651228.000000 Penalty: 13332.337891
	Iteration 22Q: 3 clusters Score -9651228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -9651243.000000 Penalty: 13332.337891
	Iteration 23Q: 3 clusters Score -9651243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -9651248.000000 Penalty: 13332.337891
	Iteration 24Q: 3 clusters Score -9651248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -9651270.000000 Penalty: 13332.337891
	Iteration 25Q: 3 clusters Score -9651270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -9651275.000000 Penalty: 13332.337891
	Iteration 26Q: 3 clusters Score -9651275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -9651287.000000 Penalty: 13332.337891
	Iteration 27Q: 3 clusters Score -9651287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -9651285.000000 Penalty: 13332.337891
	Iteration 28Q: 3 clusters Score -9651285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -9651296.000000 Penalty: 13332.337891
	Iteration 29Q: 3 clusters Score -9651296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -9651303.000000 Penalty: 13332.337891
	Iteration 30Q: 3 clusters Score -9651303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -9651315.000000 Penalty: 13332.337891
	Iteration 31Q: 3 clusters Score -9651315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -9651321.000000 Penalty: 13332.337891
	Iteration 32Q: 3 clusters Score -9651321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -9651321.000000 Penalty: 13332.337891
	Iteration 33F: 3 clusters Score -9651321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -384118.531250 Penalty: 4740.090820
	Iteration 0F: 2 clusters Score -384118.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379092.343750 Penalty: 9480.181641
	Iteration 0F: 3 clusters Score -379092.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -379717.125000 Penalty: 9480.181641
	Iteration 1F: 3 clusters Score -379717.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -379894.968750 Penalty: 9480.181641
	Iteration 2F: 3 clusters Score -379895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -379975.843750 Penalty: 9480.181641
	Iteration 3Q: 3 clusters Score -379975.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -380043.781250 Penalty: 9480.181641
	Iteration 4Q: 3 clusters Score -380043.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -380114.718750 Penalty: 9480.181641
	Iteration 5Q: 3 clusters Score -380114.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -380154.000000 Penalty: 9480.181641
	Iteration 6Q: 3 clusters Score -380154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -380176.718750 Penalty: 9480.181641
	Iteration 7Q: 3 clusters Score -380176.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380197.500000 Penalty: 9480.181641
	Iteration 8Q: 3 clusters Score -380197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -380217.531250 Penalty: 9480.181641
	Iteration 9Q: 3 clusters Score -380217.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -380227.968750 Penalty: 9480.181641
	Iteration 10Q: 3 clusters Score -380228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -380232.937500 Penalty: 9480.181641
	Iteration 11Q: 3 clusters Score -380232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380233.781250 Penalty: 9480.181641
	Iteration 12Q: 3 clusters Score -380233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380237.031250 Penalty: 9480.181641
	Iteration 13Q: 3 clusters Score -380237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -380241.718750 Penalty: 9480.181641
	Iteration 14Q: 3 clusters Score -380241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -380244.656250 Penalty: 9480.181641
	Iteration 15Q: 3 clusters Score -380244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380248.937500 Penalty: 9480.181641
	Iteration 16Q: 3 clusters Score -380248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -380249.531250 Penalty: 9480.181641
	Iteration 17Q: 3 clusters Score -380249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380262.187500 Penalty: 9480.181641
	Iteration 18Q: 3 clusters Score -380262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380265.281250 Penalty: 9480.181641
	Iteration 19Q: 3 clusters Score -380265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380266.812500 Penalty: 9480.181641
	Iteration 20F: 3 clusters Score -380266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380270.968750 Penalty: 9480.181641
	Iteration 21Q: 3 clusters Score -380271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -380271.312500 Penalty: 9480.181641
	Iteration 22Q: 3 clusters Score -380271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -380271.312500 Penalty: 9480.181641
	Iteration 23F: 3 clusters Score -380271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -139448.609375 Penalty: 4210.446777
	Iteration 0F: 2 clusters Score -139448.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135603.093750 Penalty: 8420.893555
	Iteration 0F: 3 clusters Score -135603.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136018.343750 Penalty: 8420.893555
	Iteration 1F: 3 clusters Score -136018.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136282.484375 Penalty: 8420.893555
	Iteration 2F: 3 clusters Score -136282.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -136561.781250 Penalty: 8420.893555
	Iteration 3F: 3 clusters Score -136561.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -136807.375000 Penalty: 8420.893555
	Iteration 4F: 3 clusters Score -136807.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -137106.000000 Penalty: 8420.893555
	Iteration 5F: 3 clusters Score -137106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -137346.781250 Penalty: 8420.893555
	Iteration 6Q: 3 clusters Score -137346.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -137506.453125 Penalty: 8420.893555
	Iteration 7Q: 3 clusters Score -137506.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -137613.234375 Penalty: 8420.893555
	Iteration 8Q: 3 clusters Score -137613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -137642.265625 Penalty: 8420.893555
	Iteration 9Q: 3 clusters Score -137642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137650.750000 Penalty: 8420.893555
	Iteration 10Q: 3 clusters Score -137650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -137657.953125 Penalty: 8420.893555
	Iteration 11Q: 3 clusters Score -137658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -137666.343750 Penalty: 8420.893555
	Iteration 12Q: 3 clusters Score -137666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -137671.453125 Penalty: 8420.893555
	Iteration 13F: 3 clusters Score -137671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -137783.218750 Penalty: 8420.893555
	Iteration 14Q: 3 clusters Score -137783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -137801.328125 Penalty: 8420.893555
	Iteration 15Q: 3 clusters Score -137801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -137813.515625 Penalty: 8420.893555
	Iteration 16Q: 3 clusters Score -137813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -137815.140625 Penalty: 8420.893555
	Iteration 17Q: 3 clusters Score -137815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -137826.718750 Penalty: 8420.893555
	Iteration 18Q: 3 clusters Score -137826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -137836.687500 Penalty: 8420.893555
	Iteration 19Q: 3 clusters Score -137836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -137836.687500 Penalty: 8420.893555
	Iteration 20F: 3 clusters Score -137836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Entering Unmasked Estep 
Score: -2092410.875000 Penalty: 5731.765625
	Iteration 0F: 2 clusters Score -2092411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2081215.250000 Penalty: 11463.531250
	Iteration 0F: 3 clusters Score -2081215 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2083617.375000 Penalty: 11463.531250
	Iteration 1F: 3 clusters Score -2083617 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2084041.500000 Penalty: 11463.531250
	Iteration 2F: 3 clusters Score -2084042 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2084281.250000 Penalty: 11463.531250
	Iteration 3Q: 3 clusters Score -2084281 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2084464.250000 Penalty: 11463.531250
	Iteration 4Q: 3 clusters Score -2084464 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2084579.250000 Penalty: 11463.531250
	Iteration 5Q: 3 clusters Score -2084579 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2084695.000000 Penalty: 11463.531250
	Iteration 6Q: 3 clusters Score -2084695 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2084799.250000 Penalty: 11463.531250
	Iteration 7Q: 3 clusters Score -2084799 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2084909.625000 Penalty: 11463.531250
	Iteration 8Q: 3 clusters Score -2084910 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2085011.125000 Penalty: 11463.531250
	Iteration 9Q: 3 clusters Score -2085011 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2085127.375000 Penalty: 11463.531250
	Iteration 10Q: 3 clusters Score -2085127 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2085271.375000 Penalty: 11463.531250
	Iteration 11Q: 3 clusters Score -2085271 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2085460.375000 Penalty: 11463.531250
	Iteration 12Q: 3 clusters Score -2085460 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2085724.625000 Penalty: 11463.531250
	Iteration 13Q: 3 clusters Score -2085725 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2086032.250000 Penalty: 11463.531250
	Iteration 14Q: 3 clusters Score -2086032 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2086362.250000 Penalty: 11463.531250
	Iteration 15Q: 3 clusters Score -2086362 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2086672.750000 Penalty: 11463.531250
	Iteration 16Q: 3 clusters Score -2086673 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2086954.750000 Penalty: 11463.531250
	Iteration 17Q: 3 clusters Score -2086955 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2087171.250000 Penalty: 11463.531250
	Iteration 18Q: 3 clusters Score -2087171 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2087330.250000 Penalty: 11463.531250
	Iteration 19Q: 3 clusters Score -2087330 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2087439.875000 Penalty: 11463.531250
	Iteration 20F: 3 clusters Score -2087440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2087505.750000 Penalty: 11463.531250
	Iteration 21Q: 3 clusters Score -2087506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2087550.625000 Penalty: 11463.531250
	Iteration 22Q: 3 clusters Score -2087551 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2087592.125000 Penalty: 11463.531250
	Iteration 23Q: 3 clusters Score -2087592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2087621.875000 Penalty: 11463.531250
	Iteration 24Q: 3 clusters Score -2087622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2087644.250000 Penalty: 11463.531250
	Iteration 25Q: 3 clusters Score -2087644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2087658.000000 Penalty: 11463.531250
	Iteration 26Q: 3 clusters Score -2087658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2087669.250000 Penalty: 11463.531250
	Iteration 27Q: 3 clusters Score -2087669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2087689.375000 Penalty: 11463.531250
	Iteration 28Q: 3 clusters Score -2087689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2087699.500000 Penalty: 11463.531250
	Iteration 29Q: 3 clusters Score -2087700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2087703.250000 Penalty: 11463.531250
	Iteration 30Q: 3 clusters Score -2087703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2087708.000000 Penalty: 11463.531250
	Iteration 31Q: 3 clusters Score -2087708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2087718.125000 Penalty: 11463.531250
	Iteration 32Q: 3 clusters Score -2087718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2087718.500000 Penalty: 11463.531250
	Iteration 33Q: 3 clusters Score -2087718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2087716.625000 Penalty: 11463.531250
	Iteration 34Q: 3 clusters Score -2087717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2087720.625000 Penalty: 11463.531250
	Iteration 35Q: 3 clusters Score -2087721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2087730.125000 Penalty: 11463.531250
	Iteration 36Q: 3 clusters Score -2087730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2087730.750000 Penalty: 11463.531250
	Iteration 37Q: 3 clusters Score -2087731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2087736.500000 Penalty: 11463.531250
	Iteration 38Q: 3 clusters Score -2087736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2087733.500000 Penalty: 11463.531250
	Iteration 39Q: 3 clusters Score -2087734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2087738.250000 Penalty: 11463.531250
	Iteration 40F: 3 clusters Score -2087738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2087746.250000 Penalty: 11463.531250
	Iteration 41Q: 3 clusters Score -2087746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2087746.875000 Penalty: 11463.531250
	Iteration 42Q: 3 clusters Score -2087747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2087748.375000 Penalty: 11463.531250
	Iteration 43Q: 3 clusters Score -2087748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2087750.375000 Penalty: 11463.531250
	Iteration 44Q: 3 clusters Score -2087750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2087749.250000 Penalty: 11463.531250
	Iteration 45Q: 3 clusters Score -2087749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2087747.500000 Penalty: 11463.531250
	Iteration 46Q: 3 clusters Score -2087748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2087750.500000 Penalty: 11463.531250
	Iteration 47Q: 3 clusters Score -2087750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2087750.500000 Penalty: 11463.531250
	Iteration 48F: 3 clusters Score -2087750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Entering Unmasked Estep 
Score: -1244502.500000 Penalty: 5448.405273
	Iteration 0F: 2 clusters Score -1244502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1235945.250000 Penalty: 10896.810547
	Iteration 0F: 3 clusters Score -1235945 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1237529.375000 Penalty: 10896.810547
	Iteration 1F: 3 clusters Score -1237529 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1237975.250000 Penalty: 10896.810547
	Iteration 2F: 3 clusters Score -1237975 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1238246.125000 Penalty: 10896.810547
	Iteration 3Q: 3 clusters Score -1238246 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1238432.125000 Penalty: 10896.810547
	Iteration 4Q: 3 clusters Score -1238432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1238614.375000 Penalty: 10896.810547
	Iteration 5Q: 3 clusters Score -1238614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1238759.750000 Penalty: 10896.810547
	Iteration 6Q: 3 clusters Score -1238760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1238883.125000 Penalty: 10896.810547
	Iteration 7Q: 3 clusters Score -1238883 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1238993.875000 Penalty: 10896.810547
	Iteration 8Q: 3 clusters Score -1238994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1239115.875000 Penalty: 10896.810547
	Iteration 9Q: 3 clusters Score -1239116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1239217.125000 Penalty: 10896.810547
	Iteration 10Q: 3 clusters Score -1239217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1239307.750000 Penalty: 10896.810547
	Iteration 11Q: 3 clusters Score -1239308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1239382.500000 Penalty: 10896.810547
	Iteration 12Q: 3 clusters Score -1239382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1239447.875000 Penalty: 10896.810547
	Iteration 13Q: 3 clusters Score -1239448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1239501.500000 Penalty: 10896.810547
	Iteration 14Q: 3 clusters Score -1239502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1239551.375000 Penalty: 10896.810547
	Iteration 15Q: 3 clusters Score -1239551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1239586.750000 Penalty: 10896.810547
	Iteration 16Q: 3 clusters Score -1239587 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1239633.375000 Penalty: 10896.810547
	Iteration 17Q: 3 clusters Score -1239633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1239668.750000 Penalty: 10896.810547
	Iteration 18Q: 3 clusters Score -1239669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1239706.750000 Penalty: 10896.810547
	Iteration 19Q: 3 clusters Score -1239707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1239727.375000 Penalty: 10896.810547
	Iteration 20F: 3 clusters Score -1239727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1239757.625000 Penalty: 10896.810547
	Iteration 21Q: 3 clusters Score -1239758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1239782.000000 Penalty: 10896.810547
	Iteration 22Q: 3 clusters Score -1239782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1239806.250000 Penalty: 10896.810547
	Iteration 23Q: 3 clusters Score -1239806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1239829.625000 Penalty: 10896.810547
	Iteration 24Q: 3 clusters Score -1239830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1239849.625000 Penalty: 10896.810547
	Iteration 25Q: 3 clusters Score -1239850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1239866.000000 Penalty: 10896.810547
	Iteration 26Q: 3 clusters Score -1239866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1239878.125000 Penalty: 10896.810547
	Iteration 27Q: 3 clusters Score -1239878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1239893.750000 Penalty: 10896.810547
	Iteration 28Q: 3 clusters Score -1239894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1239909.875000 Penalty: 10896.810547
	Iteration 29Q: 3 clusters Score -1239910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1239926.875000 Penalty: 10896.810547
	Iteration 30Q: 3 clusters Score -1239927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1239934.500000 Penalty: 10896.810547
	Iteration 31Q: 3 clusters Score -1239934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1239944.625000 Penalty: 10896.810547
	Iteration 32Q: 3 clusters Score -1239945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1239955.125000 Penalty: 10896.810547
	Iteration 33Q: 3 clusters Score -1239955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1239958.125000 Penalty: 10896.810547
	Iteration 34Q: 3 clusters Score -1239958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1239967.500000 Penalty: 10896.810547
	Iteration 35Q: 3 clusters Score -1239968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1239968.250000 Penalty: 10896.810547
	Iteration 36Q: 3 clusters Score -1239968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1239974.125000 Penalty: 10896.810547
	Iteration 37Q: 3 clusters Score -1239974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1239984.500000 Penalty: 10896.810547
	Iteration 38Q: 3 clusters Score -1239984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1239993.375000 Penalty: 10896.810547
	Iteration 39Q: 3 clusters Score -1239993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1240000.750000 Penalty: 10896.810547
	Iteration 40F: 3 clusters Score -1240001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1240007.250000 Penalty: 10896.810547
	Iteration 41Q: 3 clusters Score -1240007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1240020.125000 Penalty: 10896.810547
	Iteration 42Q: 3 clusters Score -1240020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1240023.000000 Penalty: 10896.810547
	Iteration 43Q: 3 clusters Score -1240023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1240029.750000 Penalty: 10896.810547
	Iteration 44Q: 3 clusters Score -1240030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1240034.250000 Penalty: 10896.810547
	Iteration 45Q: 3 clusters Score -1240034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1240032.500000 Penalty: 10896.810547
	Iteration 46Q: 3 clusters Score -1240032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1240034.375000 Penalty: 10896.810547
	Iteration 47Q: 3 clusters Score -1240034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1240034.750000 Penalty: 10896.810547
	Iteration 48Q: 3 clusters Score -1240035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1240034.375000 Penalty: 10896.810547
	Iteration 49Q: 3 clusters Score -1240034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1240035.375000 Penalty: 10896.810547
	Iteration 50Q: 3 clusters Score -1240035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1240035.250000 Penalty: 10896.810547
	Iteration 51Q: 3 clusters Score -1240035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1240035.250000 Penalty: 10896.810547
	Iteration 52F: 3 clusters Score -1240035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Entering Unmasked Estep 
Score: -6204318.500000 Penalty: 6387.970215
	Iteration 0F: 2 clusters Score -6204318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6179069.500000 Penalty: 12775.940430
	Iteration 0F: 3 clusters Score -6179070 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6186476.000000 Penalty: 12775.940430
	Iteration 1F: 3 clusters Score -6186476 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -6187155.000000 Penalty: 12775.940430
	Iteration 2F: 3 clusters Score -6187155 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6187632.000000 Penalty: 12775.940430
	Iteration 3Q: 3 clusters Score -6187632 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -6187975.500000 Penalty: 12775.940430
	Iteration 4Q: 3 clusters Score -6187976 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6188238.500000 Penalty: 12775.940430
	Iteration 5Q: 3 clusters Score -6188238 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6188484.500000 Penalty: 12775.940430
	Iteration 6Q: 3 clusters Score -6188484 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -6188696.000000 Penalty: 12775.940430
	Iteration 7Q: 3 clusters Score -6188696 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6188884.000000 Penalty: 12775.940430
	Iteration 8Q: 3 clusters Score -6188884 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -6189049.500000 Penalty: 12775.940430
	Iteration 9Q: 3 clusters Score -6189050 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -6189290.500000 Penalty: 12775.940430
	Iteration 10Q: 3 clusters Score -6189290 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -6189597.500000 Penalty: 12775.940430
	Iteration 11Q: 3 clusters Score -6189598 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -6189887.000000 Penalty: 12775.940430
	Iteration 12Q: 3 clusters Score -6189887 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6190360.500000 Penalty: 12775.940430
	Iteration 13Q: 3 clusters Score -6190360 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -6190907.000000 Penalty: 12775.940430
	Iteration 14Q: 3 clusters Score -6190907 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -6191690.500000 Penalty: 12775.940430
	Iteration 15Q: 3 clusters Score -6191690 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -6192679.000000 Penalty: 12775.940430
	Iteration 16Q: 3 clusters Score -6192679 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6193882.000000 Penalty: 12775.940430
	Iteration 17Q: 3 clusters Score -6193882 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6195038.500000 Penalty: 12775.940430
	Iteration 18Q: 3 clusters Score -6195038 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -6196081.000000 Penalty: 12775.940430
	Iteration 19Q: 3 clusters Score -6196081 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -6196918.000000 Penalty: 12775.940430
	Iteration 20F: 3 clusters Score -6196918 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -6197450.500000 Penalty: 12775.940430
	Iteration 21Q: 3 clusters Score -6197450 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -6197830.000000 Penalty: 12775.940430
	Iteration 22Q: 3 clusters Score -6197830 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6198142.500000 Penalty: 12775.940430
	Iteration 23Q: 3 clusters Score -6198142 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -6198349.500000 Penalty: 12775.940430
	Iteration 24Q: 3 clusters Score -6198350 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -6198466.500000 Penalty: 12775.940430
	Iteration 25Q: 3 clusters Score -6198466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -6198545.000000 Penalty: 12775.940430
	Iteration 26Q: 3 clusters Score -6198545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -6198597.000000 Penalty: 12775.940430
	Iteration 27Q: 3 clusters Score -6198597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6198661.000000 Penalty: 12775.940430
	Iteration 28Q: 3 clusters Score -6198661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -6198717.500000 Penalty: 12775.940430
	Iteration 29Q: 3 clusters Score -6198718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -6198763.500000 Penalty: 12775.940430
	Iteration 30Q: 3 clusters Score -6198764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -6198780.000000 Penalty: 12775.940430
	Iteration 31Q: 3 clusters Score -6198780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -6198813.000000 Penalty: 12775.940430
	Iteration 32Q: 3 clusters Score -6198813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -6198831.500000 Penalty: 12775.940430
	Iteration 33Q: 3 clusters Score -6198832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6198858.500000 Penalty: 12775.940430
	Iteration 34Q: 3 clusters Score -6198858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -6198865.500000 Penalty: 12775.940430
	Iteration 35Q: 3 clusters Score -6198866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -6198871.000000 Penalty: 12775.940430
	Iteration 36Q: 3 clusters Score -6198871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -6198876.500000 Penalty: 12775.940430
	Iteration 37Q: 3 clusters Score -6198876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -6198887.000000 Penalty: 12775.940430
	Iteration 38Q: 3 clusters Score -6198887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -6198889.000000 Penalty: 12775.940430
	Iteration 39Q: 3 clusters Score -6198889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -6198895.000000 Penalty: 12775.940430
	Iteration 40F: 3 clusters Score -6198895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -6198897.000000 Penalty: 12775.940430
	Iteration 41Q: 3 clusters Score -6198897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6198907.500000 Penalty: 12775.940430
	Iteration 42Q: 3 clusters Score -6198908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6198909.500000 Penalty: 12775.940430
	Iteration 43Q: 3 clusters Score -6198910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6198909.500000 Penalty: 12775.940430
	Iteration 44Q: 3 clusters Score -6198910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -6198914.000000 Penalty: 12775.940430
	Iteration 45Q: 3 clusters Score -6198914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -6198906.500000 Penalty: 12775.940430
	Iteration 46Q: 3 clusters Score -6198906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -6198906.500000 Penalty: 12775.940430
	Iteration 47F: 3 clusters Score -6198906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58251 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 361429 members 
Mstep: Class 13 contains 38694 members 
Mstep: Class 14 contains 69428 members 
Mstep: Class 15 contains 35768 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 24799 members 
Mstep: Class 19 contains 176131 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 185269 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53292 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 11591 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 33838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822432.000000 Penalty: 249784.343750
Iteration 79Q: 30 clusters Score -2.268224e+08 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58361 members 
Mstep: Class 3 contains 89081 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 38975 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5631 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 363494 members 
Mstep: Class 13 contains 38804 members 
Mstep: Class 14 contains 69678 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 24064 members 
Mstep: Class 19 contains 176394 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 184368 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53454 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 11817 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 37602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226827440.000000 Penalty: 249784.343750
Iteration 80F: 30 clusters Score -2.268274e+08 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58320 members 
Mstep: Class 3 contains 89015 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 38549 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 7239 members 
Mstep: Class 12 contains 365206 members 
Mstep: Class 13 contains 38819 members 
Mstep: Class 14 contains 69916 members 
Mstep: Class 15 contains 35759 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 176303 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 181248 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 53570 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 11531 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 34093 members 
Mstep: Class 29 contains 39156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226831328.000000 Penalty: 249784.343750
Iteration 81Q: 30 clusters Score -2.268313e+08 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58246 members 
Mstep: Class 3 contains 88950 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 38387 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 367070 members 
Mstep: Class 13 contains 38831 members 
Mstep: Class 14 contains 70081 members 
Mstep: Class 15 contains 35742 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 23790 members 
Mstep: Class 19 contains 176305 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 178186 members 
Mstep: Class 22 contains 7675 members 
Mstep: Class 23 contains 53642 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 872 members 
Mstep: Class 26 contains 11399 members 
Mstep: Class 27 contains 7671 members 
Mstep: Class 28 contains 34098 members 
Mstep: Class 29 contains 40185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226832272.000000 Penalty: 249784.343750
Iteration 82Q: 30 clusters Score -2.268323e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58178 members 
Mstep: Class 3 contains 88918 members 
Mstep: Class 4 contains 10168 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 38337 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5856 members 
Mstep: Class 11 contains 7230 members 
Mstep: Class 12 contains 369095 members 
Mstep: Class 13 contains 38840 members 
Mstep: Class 14 contains 70215 members 
Mstep: Class 15 contains 35720 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 18 contains 23763 members 
Mstep: Class 19 contains 176305 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 175123 members 
Mstep: Class 22 contains 7677 members 
Mstep: Class 23 contains 53711 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 11341 members 
Mstep: Class 27 contains 7749 members 
Mstep: Class 28 contains 34129 members 
Mstep: Class 29 contains 40953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226833552.000000 Penalty: 249784.343750
Iteration 83Q: 30 clusters Score -2.268336e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58120 members 
Mstep: Class 3 contains 88888 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 38318 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 371099 members 
Mstep: Class 13 contains 38832 members 
Mstep: Class 14 contains 70347 members 
Mstep: Class 15 contains 35710 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 176304 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 172144 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 53773 members 
Mstep: Class 24 contains 2288 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 11308 members 
Mstep: Class 27 contains 7811 members 
Mstep: Class 28 contains 34143 members 
Mstep: Class 29 contains 41664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226835072.000000 Penalty: 249784.343750
Iteration 84Q: 30 clusters Score -2.268351e+08 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58034 members 
Mstep: Class 3 contains 88855 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 38292 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 7243 members 
Mstep: Class 12 contains 373222 members 
Mstep: Class 13 contains 38816 members 
Mstep: Class 14 contains 70449 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 23713 members 
Mstep: Class 19 contains 176305 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 169194 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 53868 members 
Mstep: Class 24 contains 2289 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 11304 members 
Mstep: Class 27 contains 7860 members 
Mstep: Class 28 contains 34186 members 
Mstep: Class 29 contains 42272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836064.000000 Penalty: 249784.343750
Iteration 85Q: 30 clusters Score -2.268361e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57970 members 
Mstep: Class 3 contains 88842 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 38277 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 375557 members 
Mstep: Class 13 contains 38798 members 
Mstep: Class 14 contains 70515 members 
Mstep: Class 15 contains 35706 members 
Mstep: Class 16 contains 7745 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 23647 members 
Mstep: Class 19 contains 176320 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 165994 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 53989 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 11297 members 
Mstep: Class 27 contains 7916 members 
Mstep: Class 28 contains 34226 members 
Mstep: Class 29 contains 42909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226836592.000000 Penalty: 249784.343750
Iteration 86Q: 30 clusters Score -2.268366e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57942 members 
Mstep: Class 3 contains 88827 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 38272 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 377990 members 
Mstep: Class 13 contains 38801 members 
Mstep: Class 14 contains 70561 members 
Mstep: Class 15 contains 35700 members 
Mstep: Class 16 contains 7735 members 
Mstep: Class 17 contains 4383 members 
Mstep: Class 18 contains 23601 members 
Mstep: Class 19 contains 176324 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 162591 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 54119 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 11297 members 
Mstep: Class 27 contains 7956 members 
Mstep: Class 28 contains 34264 members 
Mstep: Class 29 contains 43604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226837504.000000 Penalty: 249784.343750
Iteration 87Q: 30 clusters Score -2.268375e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57906 members 
Mstep: Class 3 contains 88821 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 38285 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6227 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 380501 members 
Mstep: Class 13 contains 38790 members 
Mstep: Class 14 contains 70587 members 
Mstep: Class 15 contains 35692 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 23532 members 
Mstep: Class 19 contains 176324 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 159179 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 54250 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11294 members 
Mstep: Class 27 contains 7997 members 
Mstep: Class 28 contains 34303 members 
Mstep: Class 29 contains 44286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226838416.000000 Penalty: 249784.343750
Iteration 88Q: 30 clusters Score -2.268384e+08 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57883 members 
Mstep: Class 3 contains 88786 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 38288 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 383193 members 
Mstep: Class 13 contains 38784 members 
Mstep: Class 14 contains 70623 members 
Mstep: Class 15 contains 35688 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 23468 members 
Mstep: Class 19 contains 176338 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 155588 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 54405 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11291 members 
Mstep: Class 27 contains 8037 members 
Mstep: Class 28 contains 34333 members 
Mstep: Class 29 contains 44960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226839456.000000 Penalty: 249784.343750
Iteration 89Q: 30 clusters Score -2.268395e+08 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57849 members 
Mstep: Class 3 contains 88756 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1454 members 
Mstep: Class 7 contains 38311 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 386002 members 
Mstep: Class 13 contains 38782 members 
Mstep: Class 14 contains 70660 members 
Mstep: Class 15 contains 35684 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 23403 members 
Mstep: Class 19 contains 176342 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 151827 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 54578 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11296 members 
Mstep: Class 27 contains 8072 members 
Mstep: Class 28 contains 34385 members 
Mstep: Class 29 contains 45662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226840544.000000 Penalty: 249784.343750
Iteration 90Q: 30 clusters Score -2.268405e+08 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57825 members 
Mstep: Class 3 contains 88689 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 1454 members 
Mstep: Class 7 contains 38315 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 7282 members 
Mstep: Class 12 contains 388949 members 
Mstep: Class 13 contains 38779 members 
Mstep: Class 14 contains 70714 members 
Mstep: Class 15 contains 35677 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 23318 members 
Mstep: Class 19 contains 176341 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 147970 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 54762 members 
Mstep: Class 24 contains 2294 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11308 members 
Mstep: Class 27 contains 8100 members 
Mstep: Class 28 contains 34447 members 
Mstep: Class 29 contains 46352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226842720.000000 Penalty: 249784.343750
Iteration 91Q: 30 clusters Score -2.268427e+08 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57789 members 
Mstep: Class 3 contains 88621 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 38322 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 392151 members 
Mstep: Class 13 contains 38754 members 
Mstep: Class 14 contains 70747 members 
Mstep: Class 15 contains 35676 members 
Mstep: Class 16 contains 7689 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 23235 members 
Mstep: Class 19 contains 176350 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 143909 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 55004 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11326 members 
Mstep: Class 27 contains 8125 members 
Mstep: Class 28 contains 34486 members 
Mstep: Class 29 contains 46978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226843952.000000 Penalty: 249784.343750
Iteration 92Q: 30 clusters Score -2.26844e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57777 members 
Mstep: Class 3 contains 88560 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 1457 members 
Mstep: Class 7 contains 38340 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 395659 members 
Mstep: Class 13 contains 38739 members 
Mstep: Class 14 contains 70758 members 
Mstep: Class 15 contains 35662 members 
Mstep: Class 16 contains 7675 members 
Mstep: Class 17 contains 4431 members 
Mstep: Class 18 contains 23159 members 
Mstep: Class 19 contains 176340 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 139584 members 
Mstep: Class 22 contains 7681 members 
Mstep: Class 23 contains 55216 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11335 members 
Mstep: Class 27 contains 8143 members 
Mstep: Class 28 contains 34535 members 
Mstep: Class 29 contains 47591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226845120.000000 Penalty: 249784.343750
Iteration 93Q: 30 clusters Score -2.268451e+08 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57730 members 
Mstep: Class 3 contains 88490 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 1457 members 
Mstep: Class 7 contains 38366 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 399262 members 
Mstep: Class 13 contains 38736 members 
Mstep: Class 14 contains 70754 members 
Mstep: Class 15 contains 35656 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 23037 members 
Mstep: Class 19 contains 176348 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 135222 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 55463 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 11344 members 
Mstep: Class 27 contains 8158 members 
Mstep: Class 28 contains 34574 members 
Mstep: Class 29 contains 48199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226846032.000000 Penalty: 249784.343750
Iteration 94Q: 30 clusters Score -2.26846e+08 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57671 members 
Mstep: Class 3 contains 88438 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 38385 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 402995 members 
Mstep: Class 13 contains 38730 members 
Mstep: Class 14 contains 70764 members 
Mstep: Class 15 contains 35647 members 
Mstep: Class 16 contains 7658 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 22905 members 
Mstep: Class 19 contains 176353 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 130763 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 55728 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11346 members 
Mstep: Class 27 contains 8167 members 
Mstep: Class 28 contains 34615 members 
Mstep: Class 29 contains 48788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226847328.000000 Penalty: 249784.343750
Iteration 95Q: 30 clusters Score -2.268473e+08 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57569 members 
Mstep: Class 3 contains 88389 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 38394 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 7290 members 
Mstep: Class 12 contains 406752 members 
Mstep: Class 13 contains 38707 members 
Mstep: Class 14 contains 70753 members 
Mstep: Class 15 contains 35643 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 22744 members 
Mstep: Class 19 contains 176352 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 126417 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 56004 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11348 members 
Mstep: Class 27 contains 8190 members 
Mstep: Class 28 contains 34647 members 
Mstep: Class 29 contains 49337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226848352.000000 Penalty: 249784.343750
Iteration 96Q: 30 clusters Score -2.268484e+08 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57501 members 
Mstep: Class 3 contains 88325 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38391 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 410599 members 
Mstep: Class 13 contains 38698 members 
Mstep: Class 14 contains 70767 members 
Mstep: Class 15 contains 35640 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 22576 members 
Mstep: Class 19 contains 176353 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 121963 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 56321 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11356 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 34691 members 
Mstep: Class 29 contains 49838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226849616.000000 Penalty: 249784.343750
Iteration 97Q: 30 clusters Score -2.268496e+08 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57426 members 
Mstep: Class 3 contains 88249 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38411 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 7286 members 
Mstep: Class 12 contains 414598 members 
Mstep: Class 13 contains 38701 members 
Mstep: Class 14 contains 70788 members 
Mstep: Class 15 contains 35640 members 
Mstep: Class 16 contains 7635 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 22393 members 
Mstep: Class 19 contains 176348 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 117356 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 56705 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11359 members 
Mstep: Class 27 contains 8196 members 
Mstep: Class 28 contains 34665 members 
Mstep: Class 29 contains 50326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850480.000000 Penalty: 249784.343750
Iteration 98Q: 30 clusters Score -2.268505e+08 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57318 members 
Mstep: Class 3 contains 88183 members 
Mstep: Class 4 contains 10166 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38403 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 418819 members 
Mstep: Class 13 contains 38685 members 
Mstep: Class 14 contains 70822 members 
Mstep: Class 15 contains 35636 members 
Mstep: Class 16 contains 7626 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 22138 members 
Mstep: Class 19 contains 176368 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 112653 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 57162 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11372 members 
Mstep: Class 27 contains 8210 members 
Mstep: Class 28 contains 34645 members 
Mstep: Class 29 contains 50723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852336.000000 Penalty: 249784.343750
Iteration 99Q: 30 clusters Score -2.268523e+08 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57202 members 
Mstep: Class 3 contains 88099 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38407 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 423307 members 
Mstep: Class 13 contains 38672 members 
Mstep: Class 14 contains 70836 members 
Mstep: Class 15 contains 35630 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 21894 members 
Mstep: Class 19 contains 176370 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 107751 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 57679 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11381 members 
Mstep: Class 27 contains 8211 members 
Mstep: Class 28 contains 34625 members 
Mstep: Class 29 contains 51059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854080.000000 Penalty: 249784.343750
Iteration 100F: 30 clusters Score -2.268541e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57114 members 
Mstep: Class 3 contains 88006 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3920 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38381 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 427831 members 
Mstep: Class 13 contains 38654 members 
Mstep: Class 14 contains 70840 members 
Mstep: Class 15 contains 35623 members 
Mstep: Class 16 contains 7605 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 21621 members 
Mstep: Class 19 contains 176368 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 102848 members 
Mstep: Class 22 contains 7695 members 
Mstep: Class 23 contains 58251 members 
Mstep: Class 24 contains 2289 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11389 members 
Mstep: Class 27 contains 8210 members 
Mstep: Class 28 contains 34580 members 
Mstep: Class 29 contains 51387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226855184.000000 Penalty: 249784.343750
Iteration 101Q: 30 clusters Score -2.268552e+08 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57015 members 
Mstep: Class 3 contains 87901 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38322 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 7230 members 
Mstep: Class 12 contains 432471 members 
Mstep: Class 13 contains 38641 members 
Mstep: Class 14 contains 70839 members 
Mstep: Class 15 contains 35613 members 
Mstep: Class 16 contains 7597 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 18 contains 21314 members 
Mstep: Class 19 contains 176375 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 97886 members 
Mstep: Class 22 contains 7698 members 
Mstep: Class 23 contains 58846 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11391 members 
Mstep: Class 27 contains 8213 members 
Mstep: Class 28 contains 34579 members 
Mstep: Class 29 contains 51692 members 
Entering Unmasked Estep 
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Score: -226856640.000000 Penalty: 249784.343750
Iteration 102Q: 30 clusters Score -2.268566e+08 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56890 members 
Mstep: Class 3 contains 87772 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38267 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6937 members 
Mstep: Class 11 contains 7210 members 
Mstep: Class 12 contains 437047 members 
Mstep: Class 13 contains 38635 members 
Mstep: Class 14 contains 70890 members 
Mstep: Class 15 contains 35605 members 
Mstep: Class 16 contains 7588 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 20984 members 
Mstep: Class 19 contains 176377 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 93082 members 
Mstep: Class 22 contains 7711 members 
Mstep: Class 23 contains 59454 members 
Mstep: Class 24 contains 2286 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11392 members 
Mstep: Class 27 contains 8208 members 
Mstep: Class 28 contains 34539 members 
Mstep: Class 29 contains 51935 members 
Entering Unmasked Estep 
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Score: -226858368.000000 Penalty: 249784.343750
Iteration 103Q: 30 clusters Score -2.268584e+08 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56733 members 
Mstep: Class 3 contains 87621 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38217 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 7190 members 
Mstep: Class 12 contains 441723 members 
Mstep: Class 13 contains 38637 members 
Mstep: Class 14 contains 70908 members 
Mstep: Class 15 contains 35593 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 4467 members 
Mstep: Class 18 contains 20606 members 
Mstep: Class 19 contains 176390 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 88321 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 60043 members 
Mstep: Class 24 contains 2288 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11389 members 
Mstep: Class 27 contains 8216 members 
Mstep: Class 28 contains 34513 members 
Mstep: Class 29 contains 52148 members 
Entering Unmasked Estep 
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Iteration 104Q: 30 clusters Score -2.26861e+08 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56529 members 
Mstep: Class 3 contains 87447 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3931 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38167 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7007 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 446215 members 
Mstep: Class 13 contains 38647 members 
Mstep: Class 14 contains 70934 members 
Mstep: Class 15 contains 35587 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 20186 members 
Mstep: Class 19 contains 176393 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 83877 members 
Mstep: Class 22 contains 7728 members 
Mstep: Class 23 contains 60645 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11384 members 
Mstep: Class 27 contains 8215 members 
Mstep: Class 28 contains 34497 members 
Mstep: Class 29 contains 52318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 105Q: 30 clusters Score -2.268624e+08 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56311 members 
Mstep: Class 3 contains 87271 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38092 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7043 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 450527 members 
Mstep: Class 13 contains 38625 members 
Mstep: Class 14 contains 70973 members 
Mstep: Class 15 contains 35583 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 18 contains 19793 members 
Mstep: Class 19 contains 176398 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 79725 members 
Mstep: Class 22 contains 7730 members 
Mstep: Class 23 contains 61216 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11374 members 
Mstep: Class 27 contains 8209 members 
Mstep: Class 28 contains 34500 members 
Mstep: Class 29 contains 52456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226863216.000000 Penalty: 249784.343750
Iteration 106Q: 30 clusters Score -2.268632e+08 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56087 members 
Mstep: Class 3 contains 87076 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 38021 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7077 members 
Mstep: Class 11 contains 7113 members 
Mstep: Class 12 contains 454422 members 
Mstep: Class 13 contains 38614 members 
Mstep: Class 14 contains 71050 members 
Mstep: Class 15 contains 35570 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 18 contains 19383 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 76017 members 
Mstep: Class 22 contains 7734 members 
Mstep: Class 23 contains 61753 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11367 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 34479 members 
Mstep: Class 29 contains 52611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226863728.000000 Penalty: 249784.343750
Iteration 107Q: 30 clusters Score -2.268637e+08 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55920 members 
Mstep: Class 3 contains 86886 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37956 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 458076 members 
Mstep: Class 13 contains 38587 members 
Mstep: Class 14 contains 71125 members 
Mstep: Class 15 contains 35556 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 4472 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 176405 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 72533 members 
Mstep: Class 22 contains 7735 members 
Mstep: Class 23 contains 62228 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11356 members 
Mstep: Class 27 contains 8193 members 
Mstep: Class 28 contains 34465 members 
Mstep: Class 29 contains 52738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226864048.000000 Penalty: 249784.343750
Iteration 108Q: 30 clusters Score -2.26864e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55847 members 
Mstep: Class 3 contains 86729 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37881 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7145 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 461574 members 
Mstep: Class 13 contains 38567 members 
Mstep: Class 14 contains 71245 members 
Mstep: Class 15 contains 35539 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 18 contains 18729 members 
Mstep: Class 19 contains 176394 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 69150 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 62602 members 
Mstep: Class 24 contains 2271 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11349 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 34453 members 
Mstep: Class 29 contains 52798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226863872.000000 Penalty: 249784.343750
Iteration 109Q: 30 clusters Score -2.268639e+08 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55813 members 
Mstep: Class 3 contains 86598 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 464748 members 
Mstep: Class 13 contains 38560 members 
Mstep: Class 14 contains 71403 members 
Mstep: Class 15 contains 35520 members 
Mstep: Class 16 contains 7507 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 18 contains 18436 members 
Mstep: Class 19 contains 176383 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 66006 members 
Mstep: Class 22 contains 7739 members 
Mstep: Class 23 contains 62906 members 
Mstep: Class 24 contains 2272 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11333 members 
Mstep: Class 27 contains 8186 members 
Mstep: Class 28 contains 34452 members 
Mstep: Class 29 contains 52838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226863296.000000 Penalty: 249784.343750
Iteration 110Q: 30 clusters Score -2.268633e+08 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55781 members 
Mstep: Class 3 contains 86474 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37775 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 467653 members 
Mstep: Class 13 contains 38543 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 15 contains 35506 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 18196 members 
Mstep: Class 19 contains 176383 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 63234 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63108 members 
Mstep: Class 24 contains 2270 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11326 members 
Mstep: Class 27 contains 8176 members 
Mstep: Class 28 contains 34437 members 
Mstep: Class 29 contains 52848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862656.000000 Penalty: 249784.343750
Iteration 111Q: 30 clusters Score -2.268627e+08 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 86353 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37734 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 470148 members 
Mstep: Class 13 contains 38528 members 
Mstep: Class 14 contains 71757 members 
Mstep: Class 15 contains 35494 members 
Mstep: Class 16 contains 7486 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 17958 members 
Mstep: Class 19 contains 176385 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 60779 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 63254 members 
Mstep: Class 24 contains 2266 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11323 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 34439 members 
Mstep: Class 29 contains 52895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861856.000000 Penalty: 249784.343750
Iteration 112Q: 30 clusters Score -2.268619e+08 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55875 members 
Mstep: Class 3 contains 86278 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37704 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 472170 members 
Mstep: Class 13 contains 38513 members 
Mstep: Class 14 contains 71919 members 
Mstep: Class 15 contains 35482 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 176387 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 58631 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 63365 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11315 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 34451 members 
Mstep: Class 29 contains 52942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861024.000000 Penalty: 249784.343750
Iteration 113Q: 30 clusters Score -2.26861e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55922 members 
Mstep: Class 3 contains 86221 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37681 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7347 members 
Mstep: Class 11 contains 7041 members 
Mstep: Class 12 contains 473851 members 
Mstep: Class 13 contains 38495 members 
Mstep: Class 14 contains 72094 members 
Mstep: Class 15 contains 35470 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 4481 members 
Mstep: Class 18 contains 17616 members 
Mstep: Class 19 contains 176393 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 56855 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 63448 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11313 members 
Mstep: Class 27 contains 8139 members 
Mstep: Class 28 contains 34480 members 
Mstep: Class 29 contains 52934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860896.000000 Penalty: 249784.343750
Iteration 114Q: 30 clusters Score -2.268609e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56047 members 
Mstep: Class 3 contains 86189 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37658 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 475226 members 
Mstep: Class 13 contains 38485 members 
Mstep: Class 14 contains 72273 members 
Mstep: Class 15 contains 35460 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 4483 members 
Mstep: Class 18 contains 17488 members 
Mstep: Class 19 contains 176405 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 55278 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 63517 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11303 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 34501 members 
Mstep: Class 29 contains 52935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860416.000000 Penalty: 249784.343750
Iteration 115Q: 30 clusters Score -2.268604e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56103 members 
Mstep: Class 3 contains 86145 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37629 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 476382 members 
Mstep: Class 13 contains 38495 members 
Mstep: Class 14 contains 72468 members 
Mstep: Class 15 contains 35459 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 176419 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 53935 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 63583 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 11296 members 
Mstep: Class 27 contains 8131 members 
Mstep: Class 28 contains 34528 members 
Mstep: Class 29 contains 52917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859632.000000 Penalty: 249784.343750
Iteration 116Q: 30 clusters Score -2.268596e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56163 members 
Mstep: Class 3 contains 86102 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37624 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 477380 members 
Mstep: Class 13 contains 38494 members 
Mstep: Class 14 contains 72652 members 
Mstep: Class 15 contains 35456 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 17314 members 
Mstep: Class 19 contains 176430 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 52704 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 63643 members 
Mstep: Class 24 contains 2266 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11285 members 
Mstep: Class 27 contains 8119 members 
Mstep: Class 28 contains 34568 members 
Mstep: Class 29 contains 52931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859024.000000 Penalty: 249784.343750
Iteration 117Q: 30 clusters Score -2.26859e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56247 members 
Mstep: Class 3 contains 86079 members 
Mstep: Class 4 contains 10160 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37599 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 478248 members 
Mstep: Class 13 contains 38486 members 
Mstep: Class 14 contains 72822 members 
Mstep: Class 15 contains 35454 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4485 members 
Mstep: Class 18 contains 17249 members 
Mstep: Class 19 contains 176432 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 51627 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 63684 members 
Mstep: Class 24 contains 2269 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11279 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 34588 members 
Mstep: Class 29 contains 52950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226858272.000000 Penalty: 249784.343750
Iteration 118Q: 30 clusters Score -2.268583e+08 nChanged 2293
Entering ConstructFrom: 
Score: -226858272.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -175551.546875 Penalty: 4363.249512
	Iteration 0F: 2 clusters Score -175551.5 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 621 members 
Entering Unmasked Estep 
Score: -171486.390625 Penalty: 8726.499023
	Iteration 0F: 3 clusters Score -171486.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -173119.671875 Penalty: 8726.499023
	Iteration 1F: 3 clusters Score -173119.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174154.359375 Penalty: 8726.499023
	Iteration 2F: 3 clusters Score -174154.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -175295.265625 Penalty: 8726.499023
	Iteration 3F: 3 clusters Score -175295.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -177266.562500 Penalty: 8726.499023
	Iteration 4F: 3 clusters Score -177266.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -178086.765625 Penalty: 8726.499023
	Iteration 5F: 3 clusters Score -178086.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -178388.968750 Penalty: 8726.499023
	Iteration 6Q: 3 clusters Score -178389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -178548.953125 Penalty: 8726.499023
	Iteration 7Q: 3 clusters Score -178549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -178592.546875 Penalty: 8726.499023
	Iteration 8Q: 3 clusters Score -178592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -178627.328125 Penalty: 8726.499023
	Iteration 9Q: 3 clusters Score -178627.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -178661.015625 Penalty: 8726.499023
	Iteration 10Q: 3 clusters Score -178661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -178676.968750 Penalty: 8726.499023
	Iteration 11Q: 3 clusters Score -178677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -178723.078125 Penalty: 8726.499023
	Iteration 12Q: 3 clusters Score -178723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -178723.078125 Penalty: 8726.499023
	Iteration 13F: 3 clusters Score -178723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56347 members 
Mstep: Class 3 contains 86066 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37579 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 478970 members 
Mstep: Class 13 contains 38489 members 
Mstep: Class 14 contains 72983 members 
Mstep: Class 15 contains 35451 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 176434 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 50693 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 34601 members 
Mstep: Class 29 contains 52953 members 
Mstep: Class 30 contains 132 members 
Entering Unmasked Estep 
Score: -226856432.000000 Penalty: 258397.593750
Splitting cluster 1 changes total score from -226858272.000000 to -226856432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (56347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Entering Unmasked Estep 
Score: -10248151.000000 Penalty: 6700.311523
	Iteration 0F: 2 clusters Score -1.024815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -10208416.000000 Penalty: 13400.623047
	Iteration 0F: 3 clusters Score -1.020842e+07 nChanged 24889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -10221924.000000 Penalty: 13400.623047
	Iteration 1F: 3 clusters Score -1.022192e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -10222963.000000 Penalty: 13400.623047
	Iteration 2F: 3 clusters Score -1.022296e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -10223982.000000 Penalty: 13400.623047
	Iteration 3Q: 3 clusters Score -1.022398e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -10224994.000000 Penalty: 13400.623047
	Iteration 4Q: 3 clusters Score -1.022499e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -10226328.000000 Penalty: 13400.623047
	Iteration 5Q: 3 clusters Score -1.022633e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -10227821.000000 Penalty: 13400.623047
	Iteration 6Q: 3 clusters Score -1.022782e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -10229732.000000 Penalty: 13400.623047
	Iteration 7F: 3 clusters Score -1.022973e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -10232009.000000 Penalty: 13400.623047
	Iteration 8F: 3 clusters Score -1.023201e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -10234566.000000 Penalty: 13400.623047
	Iteration 9F: 3 clusters Score -1.023457e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -10236969.000000 Penalty: 13400.623047
	Iteration 10F: 3 clusters Score -1.023697e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -10239086.000000 Penalty: 13400.623047
	Iteration 11Q: 3 clusters Score -1.023909e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -10241150.000000 Penalty: 13400.623047
	Iteration 12Q: 3 clusters Score -1.024115e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -10242859.000000 Penalty: 13400.623047
	Iteration 13Q: 3 clusters Score -1.024286e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -10243981.000000 Penalty: 13400.623047
	Iteration 14Q: 3 clusters Score -1.024398e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -10244593.000000 Penalty: 13400.623047
	Iteration 15Q: 3 clusters Score -1.024459e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -10245066.000000 Penalty: 13400.623047
	Iteration 16Q: 3 clusters Score -1.024507e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -10245380.000000 Penalty: 13400.623047
	Iteration 17Q: 3 clusters Score -1.024538e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -10245608.000000 Penalty: 13400.623047
	Iteration 18Q: 3 clusters Score -1.024561e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -10245751.000000 Penalty: 13400.623047
	Iteration 19Q: 3 clusters Score -1.024575e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -10245886.000000 Penalty: 13400.623047
	Iteration 20F: 3 clusters Score -1.024589e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -10245976.000000 Penalty: 13400.623047
	Iteration 21Q: 3 clusters Score -1.024598e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -10246059.000000 Penalty: 13400.623047
	Iteration 22Q: 3 clusters Score -1.024606e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -10246148.000000 Penalty: 13400.623047
	Iteration 23Q: 3 clusters Score -1.024615e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -10246167.000000 Penalty: 13400.623047
	Iteration 24Q: 3 clusters Score -1.024617e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -10246203.000000 Penalty: 13400.623047
	Iteration 25Q: 3 clusters Score -1.02462e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -10246206.000000 Penalty: 13400.623047
	Iteration 26Q: 3 clusters Score -1.024621e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -10246236.000000 Penalty: 13400.623047
	Iteration 27Q: 3 clusters Score -1.024624e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -10246265.000000 Penalty: 13400.623047
	Iteration 28Q: 3 clusters Score -1.024626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -10246297.000000 Penalty: 13400.623047
	Iteration 29Q: 3 clusters Score -1.02463e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -10246286.000000 Penalty: 13400.623047
	Iteration 30Q: 3 clusters Score -1.024629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -10246305.000000 Penalty: 13400.623047
	Iteration 31Q: 3 clusters Score -1.02463e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -10246313.000000 Penalty: 13400.623047
	Iteration 32Q: 3 clusters Score -1.024631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -10246304.000000 Penalty: 13400.623047
	Iteration 33Q: 3 clusters Score -1.02463e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -10246337.000000 Penalty: 13400.623047
	Iteration 34Q: 3 clusters Score -1.024634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -10246331.000000 Penalty: 13400.623047
	Iteration 35Q: 3 clusters Score -1.024633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -10246325.000000 Penalty: 13400.623047
	Iteration 36Q: 3 clusters Score -1.024632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -10246341.000000 Penalty: 13400.623047
	Iteration 37Q: 3 clusters Score -1.024634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -10246330.000000 Penalty: 13400.623047
	Iteration 38Q: 3 clusters Score -1.024633e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -10246309.000000 Penalty: 13400.623047
	Iteration 39Q: 3 clusters Score -1.024631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -10246322.000000 Penalty: 13400.623047
	Iteration 40F: 3 clusters Score -1.024632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -10246346.000000 Penalty: 13400.623047
	Iteration 41Q: 3 clusters Score -1.024635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -10246328.000000 Penalty: 13400.623047
	Iteration 42Q: 3 clusters Score -1.024633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -10246325.000000 Penalty: 13400.623047
	Iteration 43Q: 3 clusters Score -1.024632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -10246317.000000 Penalty: 13400.623047
	Iteration 44Q: 3 clusters Score -1.024632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -10246318.000000 Penalty: 13400.623047
	Iteration 45Q: 3 clusters Score -1.024632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -10246320.000000 Penalty: 13400.623047
	Iteration 46Q: 3 clusters Score -1.024632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -10246319.000000 Penalty: 13400.623047
	Iteration 47Q: 3 clusters Score -1.024632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -10246314.000000 Penalty: 13400.623047
	Iteration 48Q: 3 clusters Score -1.024631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -10246308.000000 Penalty: 13400.623047
	Iteration 49Q: 3 clusters Score -1.024631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -10246320.000000 Penalty: 13400.623047
	Iteration 50Q: 3 clusters Score -1.024632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -10246320.000000 Penalty: 13400.623047
	Iteration 51Q: 3 clusters Score -1.024632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -10246312.000000 Penalty: 13400.623047
	Iteration 52Q: 3 clusters Score -1.024631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -10246312.000000 Penalty: 13400.623047
	Iteration 53F: 3 clusters Score -1.024631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Entering Unmasked Estep 
Score: -15478550.000000 Penalty: 6959.757324
	Iteration 0F: 2 clusters Score -1.547855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -15419637.000000 Penalty: 13919.514648
	Iteration 0F: 3 clusters Score -1.541964e+07 nChanged 39096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -15440832.000000 Penalty: 13919.514648
	Iteration 1F: 3 clusters Score -1.544083e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -15442183.000000 Penalty: 13919.514648
	Iteration 2Q: 3 clusters Score -1.544218e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -15443831.000000 Penalty: 13919.514648
	Iteration 3Q: 3 clusters Score -1.544383e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -15445718.000000 Penalty: 13919.514648
	Iteration 4Q: 3 clusters Score -1.544572e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -15447955.000000 Penalty: 13919.514648
	Iteration 5Q: 3 clusters Score -1.544796e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -15450443.000000 Penalty: 13919.514648
	Iteration 6F: 3 clusters Score -1.545044e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -15453527.000000 Penalty: 13919.514648
	Iteration 7F: 3 clusters Score -1.545353e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -15457493.000000 Penalty: 13919.514648
	Iteration 8F: 3 clusters Score -1.545749e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -15462305.000000 Penalty: 13919.514648
	Iteration 9F: 3 clusters Score -1.54623e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -15466464.000000 Penalty: 13919.514648
	Iteration 10F: 3 clusters Score -1.546646e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -15469246.000000 Penalty: 13919.514648
	Iteration 11Q: 3 clusters Score -1.546925e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -15470664.000000 Penalty: 13919.514648
	Iteration 12Q: 3 clusters Score -1.547066e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -15471470.000000 Penalty: 13919.514648
	Iteration 13Q: 3 clusters Score -1.547147e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -15471922.000000 Penalty: 13919.514648
	Iteration 14Q: 3 clusters Score -1.547192e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -15472114.000000 Penalty: 13919.514648
	Iteration 15Q: 3 clusters Score -1.547211e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -15472241.000000 Penalty: 13919.514648
	Iteration 16Q: 3 clusters Score -1.547224e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -15472345.000000 Penalty: 13919.514648
	Iteration 17Q: 3 clusters Score -1.547234e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -15472397.000000 Penalty: 13919.514648
	Iteration 18Q: 3 clusters Score -1.54724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -15472428.000000 Penalty: 13919.514648
	Iteration 19Q: 3 clusters Score -1.547243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -15472422.000000 Penalty: 13919.514648
	Iteration 20F: 3 clusters Score -1.547242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -15472449.000000 Penalty: 13919.514648
	Iteration 21Q: 3 clusters Score -1.547245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -15472470.000000 Penalty: 13919.514648
	Iteration 22Q: 3 clusters Score -1.547247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -15472481.000000 Penalty: 13919.514648
	Iteration 23Q: 3 clusters Score -1.547248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
Score: -15472472.000000 Penalty: 13919.514648
	Iteration 24Q: 3 clusters Score -1.547247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
Score: -15472485.000000 Penalty: 13919.514648
	Iteration 25Q: 3 clusters Score -1.547248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -15472483.000000 Penalty: 13919.514648
	Iteration 26Q: 3 clusters Score -1.547248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -15472496.000000 Penalty: 13919.514648
	Iteration 27Q: 3 clusters Score -1.54725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -15472488.000000 Penalty: 13919.514648
	Iteration 28Q: 3 clusters Score -1.547249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -15472498.000000 Penalty: 13919.514648
	Iteration 29Q: 3 clusters Score -1.54725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -15472498.000000 Penalty: 13919.514648
	Iteration 30F: 3 clusters Score -1.54725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Entering Unmasked Estep 
Score: -1823443.375000 Penalty: 5650.995605
	Iteration 0F: 2 clusters Score -1823443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1813185.625000 Penalty: 11301.991211
	Iteration 0F: 3 clusters Score -1813186 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1815697.750000 Penalty: 11301.991211
	Iteration 1F: 3 clusters Score -1815698 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1816647.625000 Penalty: 11301.991211
	Iteration 2F: 3 clusters Score -1816648 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1817681.250000 Penalty: 11301.991211
	Iteration 3F: 3 clusters Score -1817681 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1818828.500000 Penalty: 11301.991211
	Iteration 4F: 3 clusters Score -1818828 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1819840.875000 Penalty: 11301.991211
	Iteration 5F: 3 clusters Score -1819841 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1820562.750000 Penalty: 11301.991211
	Iteration 6F: 3 clusters Score -1820563 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1820978.625000 Penalty: 11301.991211
	Iteration 7Q: 3 clusters Score -1820979 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1821220.625000 Penalty: 11301.991211
	Iteration 8Q: 3 clusters Score -1821221 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1821359.000000 Penalty: 11301.991211
	Iteration 9Q: 3 clusters Score -1821359 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1821454.375000 Penalty: 11301.991211
	Iteration 10Q: 3 clusters Score -1821454 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1821516.625000 Penalty: 11301.991211
	Iteration 11Q: 3 clusters Score -1821517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1821548.375000 Penalty: 11301.991211
	Iteration 12Q: 3 clusters Score -1821548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1821585.250000 Penalty: 11301.991211
	Iteration 13Q: 3 clusters Score -1821585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1821609.750000 Penalty: 11301.991211
	Iteration 14Q: 3 clusters Score -1821610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1821629.375000 Penalty: 11301.991211
	Iteration 15Q: 3 clusters Score -1821629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1821634.500000 Penalty: 11301.991211
	Iteration 16Q: 3 clusters Score -1821634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1821639.375000 Penalty: 11301.991211
	Iteration 17Q: 3 clusters Score -1821639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1821649.875000 Penalty: 11301.991211
	Iteration 18Q: 3 clusters Score -1821650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1821653.250000 Penalty: 11301.991211
	Iteration 19Q: 3 clusters Score -1821653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1821655.375000 Penalty: 11301.991211
	Iteration 20F: 3 clusters Score -1821655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1821660.875000 Penalty: 11301.991211
	Iteration 21Q: 3 clusters Score -1821661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1821663.750000 Penalty: 11301.991211
	Iteration 22Q: 3 clusters Score -1821664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1821668.125000 Penalty: 11301.991211
	Iteration 23Q: 3 clusters Score -1821668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1821669.000000 Penalty: 11301.991211
	Iteration 24Q: 3 clusters Score -1821669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1821669.375000 Penalty: 11301.991211
	Iteration 25Q: 3 clusters Score -1821669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1821673.375000 Penalty: 11301.991211
	Iteration 26Q: 3 clusters Score -1821673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1821673.500000 Penalty: 11301.991211
	Iteration 27Q: 3 clusters Score -1821674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1821671.000000 Penalty: 11301.991211
	Iteration 28Q: 3 clusters Score -1821671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1821668.875000 Penalty: 11301.991211
	Iteration 29Q: 3 clusters Score -1821669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1821668.875000 Penalty: 11301.991211
	Iteration 30F: 3 clusters Score -1821669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -664078.687500 Penalty: 5073.020996
	Iteration 0F: 2 clusters Score -664078.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -657747.562500 Penalty: 10146.041992
	Iteration 0F: 3 clusters Score -657747.6 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -658761.875000 Penalty: 10146.041992
	Iteration 1F: 3 clusters Score -658761.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -659099.062500 Penalty: 10146.041992
	Iteration 2F: 3 clusters Score -659099.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -659307.750000 Penalty: 10146.041992
	Iteration 3Q: 3 clusters Score -659307.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -659499.437500 Penalty: 10146.041992
	Iteration 4Q: 3 clusters Score -659499.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -659649.625000 Penalty: 10146.041992
	Iteration 5Q: 3 clusters Score -659649.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -659767.062500 Penalty: 10146.041992
	Iteration 6Q: 3 clusters Score -659767.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -659882.250000 Penalty: 10146.041992
	Iteration 7Q: 3 clusters Score -659882.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -659993.937500 Penalty: 10146.041992
	Iteration 8Q: 3 clusters Score -659993.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -660125.000000 Penalty: 10146.041992
	Iteration 9Q: 3 clusters Score -660125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -660235.062500 Penalty: 10146.041992
	Iteration 10Q: 3 clusters Score -660235.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -660308.125000 Penalty: 10146.041992
	Iteration 11Q: 3 clusters Score -660308.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -660361.687500 Penalty: 10146.041992
	Iteration 12Q: 3 clusters Score -660361.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -660395.625000 Penalty: 10146.041992
	Iteration 13Q: 3 clusters Score -660395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -660419.562500 Penalty: 10146.041992
	Iteration 14Q: 3 clusters Score -660419.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -660449.437500 Penalty: 10146.041992
	Iteration 15Q: 3 clusters Score -660449.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -660463.250000 Penalty: 10146.041992
	Iteration 16Q: 3 clusters Score -660463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -660472.937500 Penalty: 10146.041992
	Iteration 17Q: 3 clusters Score -660472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -660482.375000 Penalty: 10146.041992
	Iteration 18Q: 3 clusters Score -660482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -660485.125000 Penalty: 10146.041992
	Iteration 19Q: 3 clusters Score -660485.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -660488.062500 Penalty: 10146.041992
	Iteration 20F: 3 clusters Score -660488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -660492.125000 Penalty: 10146.041992
	Iteration 21Q: 3 clusters Score -660492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -660491.125000 Penalty: 10146.041992
	Iteration 22Q: 3 clusters Score -660491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -660494.625000 Penalty: 10146.041992
	Iteration 23Q: 3 clusters Score -660494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -660499.500000 Penalty: 10146.041992
	Iteration 24Q: 3 clusters Score -660499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -660501.750000 Penalty: 10146.041992
	Iteration 25Q: 3 clusters Score -660501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -660502.875000 Penalty: 10146.041992
	Iteration 26Q: 3 clusters Score -660502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -660502.875000 Penalty: 10146.041992
	Iteration 27F: 3 clusters Score -660502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -225273.843750 Penalty: 4462.792480
	Iteration 0F: 2 clusters Score -225273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -221076.937500 Penalty: 8925.584961
	Iteration 0F: 3 clusters Score -221076.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -222427.609375 Penalty: 8925.584961
	Iteration 1F: 3 clusters Score -222427.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223537.484375 Penalty: 8925.584961
	Iteration 2F: 3 clusters Score -223537.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224284.875000 Penalty: 8925.584961
	Iteration 3F: 3 clusters Score -224284.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -224794.500000 Penalty: 8925.584961
	Iteration 4F: 3 clusters Score -224794.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -225331.203125 Penalty: 8925.584961
	Iteration 5Q: 3 clusters Score -225331.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -225570.656250 Penalty: 8925.584961
	Iteration 6Q: 3 clusters Score -225570.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -225729.625000 Penalty: 8925.584961
	Iteration 7Q: 3 clusters Score -225729.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -225871.812500 Penalty: 8925.584961
	Iteration 8Q: 3 clusters Score -225871.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -225987.515625 Penalty: 8925.584961
	Iteration 9Q: 3 clusters Score -225987.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -226115.921875 Penalty: 8925.584961
	Iteration 10Q: 3 clusters Score -226115.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -226318.515625 Penalty: 8925.584961
	Iteration 11Q: 3 clusters Score -226318.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -226703.406250 Penalty: 8925.584961
	Iteration 12Q: 3 clusters Score -226703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -226911.328125 Penalty: 8925.584961
	Iteration 13Q: 3 clusters Score -226911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -226921.562500 Penalty: 8925.584961
	Iteration 14Q: 3 clusters Score -226921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -226936.609375 Penalty: 8925.584961
	Iteration 15Q: 3 clusters Score -226936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -226956.765625 Penalty: 8925.584961
	Iteration 16Q: 3 clusters Score -226956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -227024.453125 Penalty: 8925.584961
	Iteration 17Q: 3 clusters Score -227024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -227069.640625 Penalty: 8925.584961
	Iteration 18Q: 3 clusters Score -227069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -227094.843750 Penalty: 8925.584961
	Iteration 19Q: 3 clusters Score -227094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227119.218750 Penalty: 8925.584961
	Iteration 20F: 3 clusters Score -227119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227131.062500 Penalty: 8925.584961
	Iteration 21Q: 3 clusters Score -227131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227156.562500 Penalty: 8925.584961
	Iteration 22Q: 3 clusters Score -227156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227184.328125 Penalty: 8925.584961
	Iteration 23Q: 3 clusters Score -227184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -227283.812500 Penalty: 8925.584961
	Iteration 24Q: 3 clusters Score -227283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -227390.218750 Penalty: 8925.584961
	Iteration 25Q: 3 clusters Score -227390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227726.296875 Penalty: 8925.584961
	Iteration 26Q: 3 clusters Score -227726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227837.343750 Penalty: 8925.584961
	Iteration 27Q: 3 clusters Score -227837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227859.328125 Penalty: 8925.584961
	Iteration 28Q: 3 clusters Score -227859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -227869.859375 Penalty: 8925.584961
	Iteration 29Q: 3 clusters Score -227869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -227873.421875 Penalty: 8925.584961
	Iteration 30F: 3 clusters Score -227873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -227883.656250 Penalty: 8925.584961
	Iteration 31Q: 3 clusters Score -227883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -227918.750000 Penalty: 8925.584961
	Iteration 32Q: 3 clusters Score -227918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227985.187500 Penalty: 8925.584961
	Iteration 33Q: 3 clusters Score -227985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228013.859375 Penalty: 8925.584961
	Iteration 34Q: 3 clusters Score -228013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -228047.015625 Penalty: 8925.584961
	Iteration 35Q: 3 clusters Score -228047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228059.265625 Penalty: 8925.584961
	Iteration 36Q: 3 clusters Score -228059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228059.265625 Penalty: 8925.584961
	Iteration 37F: 3 clusters Score -228059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56347 members 
Mstep: Class 3 contains 86066 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 37579 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 478970 members 
Mstep: Class 13 contains 38489 members 
Mstep: Class 14 contains 72983 members 
Mstep: Class 15 contains 35451 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 176434 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 50693 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 34601 members 
Mstep: Class 29 contains 52953 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
Score: -226856272.000000 Penalty: 258397.593750
Splitting cluster 6 changes total score from -226858272.000000 to -226856272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Entering Unmasked Estep 
Score: -6683062.500000 Penalty: 6452.197754
	Iteration 0F: 2 clusters Score -6683062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -6655382.000000 Penalty: 12904.395508
	Iteration 0F: 3 clusters Score -6655382 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -6663970.500000 Penalty: 12904.395508
	Iteration 1F: 3 clusters Score -6663970 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6664895.000000 Penalty: 12904.395508
	Iteration 2F: 3 clusters Score -6664895 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -6665745.500000 Penalty: 12904.395508
	Iteration 3F: 3 clusters Score -6665746 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -6666505.500000 Penalty: 12904.395508
	Iteration 4Q: 3 clusters Score -6666506 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -6667287.500000 Penalty: 12904.395508
	Iteration 5Q: 3 clusters Score -6667288 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -6668095.000000 Penalty: 12904.395508
	Iteration 6Q: 3 clusters Score -6668095 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -6668890.500000 Penalty: 12904.395508
	Iteration 7Q: 3 clusters Score -6668890 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -6669724.000000 Penalty: 12904.395508
	Iteration 8Q: 3 clusters Score -6669724 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -6670525.000000 Penalty: 12904.395508
	Iteration 9Q: 3 clusters Score -6670525 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -6671237.000000 Penalty: 12904.395508
	Iteration 10Q: 3 clusters Score -6671237 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -6671839.500000 Penalty: 12904.395508
	Iteration 11Q: 3 clusters Score -6671840 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6672288.500000 Penalty: 12904.395508
	Iteration 12Q: 3 clusters Score -6672288 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -6672647.500000 Penalty: 12904.395508
	Iteration 13Q: 3 clusters Score -6672648 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -6672986.000000 Penalty: 12904.395508
	Iteration 14Q: 3 clusters Score -6672986 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6673187.500000 Penalty: 12904.395508
	Iteration 15Q: 3 clusters Score -6673188 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6673378.500000 Penalty: 12904.395508
	Iteration 16Q: 3 clusters Score -6673378 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6673594.000000 Penalty: 12904.395508
	Iteration 17Q: 3 clusters Score -6673594 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -6673770.000000 Penalty: 12904.395508
	Iteration 18Q: 3 clusters Score -6673770 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6674067.500000 Penalty: 12904.395508
	Iteration 19Q: 3 clusters Score -6674068 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -6674373.500000 Penalty: 12904.395508
	Iteration 20F: 3 clusters Score -6674374 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6674711.500000 Penalty: 12904.395508
	Iteration 21Q: 3 clusters Score -6674712 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6675013.500000 Penalty: 12904.395508
	Iteration 22Q: 3 clusters Score -6675014 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6675261.000000 Penalty: 12904.395508
	Iteration 23Q: 3 clusters Score -6675261 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6675459.000000 Penalty: 12904.395508
	Iteration 24Q: 3 clusters Score -6675459 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6675677.000000 Penalty: 12904.395508
	Iteration 25Q: 3 clusters Score -6675677 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6675897.500000 Penalty: 12904.395508
	Iteration 26Q: 3 clusters Score -6675898 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6676064.500000 Penalty: 12904.395508
	Iteration 27Q: 3 clusters Score -6676064 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6676219.000000 Penalty: 12904.395508
	Iteration 28Q: 3 clusters Score -6676219 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6676325.500000 Penalty: 12904.395508
	Iteration 29Q: 3 clusters Score -6676326 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6676479.000000 Penalty: 12904.395508
	Iteration 30Q: 3 clusters Score -6676479 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6676619.000000 Penalty: 12904.395508
	Iteration 31Q: 3 clusters Score -6676619 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6676744.000000 Penalty: 12904.395508
	Iteration 32Q: 3 clusters Score -6676744 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6676864.000000 Penalty: 12904.395508
	Iteration 33Q: 3 clusters Score -6676864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6676961.000000 Penalty: 12904.395508
	Iteration 34Q: 3 clusters Score -6676961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6677041.500000 Penalty: 12904.395508
	Iteration 35Q: 3 clusters Score -6677042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6677110.000000 Penalty: 12904.395508
	Iteration 36Q: 3 clusters Score -6677110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6677161.000000 Penalty: 12904.395508
	Iteration 37Q: 3 clusters Score -6677161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6677218.000000 Penalty: 12904.395508
	Iteration 38Q: 3 clusters Score -6677218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6677252.000000 Penalty: 12904.395508
	Iteration 39Q: 3 clusters Score -6677252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6677294.500000 Penalty: 12904.395508
	Iteration 40F: 3 clusters Score -6677294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6677319.500000 Penalty: 12904.395508
	Iteration 41Q: 3 clusters Score -6677320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6677340.500000 Penalty: 12904.395508
	Iteration 42Q: 3 clusters Score -6677340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6677370.000000 Penalty: 12904.395508
	Iteration 43Q: 3 clusters Score -6677370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6677379.000000 Penalty: 12904.395508
	Iteration 44Q: 3 clusters Score -6677379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6677404.500000 Penalty: 12904.395508
	Iteration 45Q: 3 clusters Score -6677404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6677421.500000 Penalty: 12904.395508
	Iteration 46Q: 3 clusters Score -6677422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6677432.000000 Penalty: 12904.395508
	Iteration 47Q: 3 clusters Score -6677432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6677441.000000 Penalty: 12904.395508
	Iteration 48Q: 3 clusters Score -6677441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6677449.500000 Penalty: 12904.395508
	Iteration 49Q: 3 clusters Score -6677450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6677462.500000 Penalty: 12904.395508
	Iteration 50Q: 3 clusters Score -6677462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6677458.500000 Penalty: 12904.395508
	Iteration 51Q: 3 clusters Score -6677458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6677455.500000 Penalty: 12904.395508
	Iteration 52Q: 3 clusters Score -6677456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6677456.500000 Penalty: 12904.395508
	Iteration 53Q: 3 clusters Score -6677456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6677458.000000 Penalty: 12904.395508
	Iteration 54Q: 3 clusters Score -6677458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6677471.000000 Penalty: 12904.395508
	Iteration 55Q: 3 clusters Score -6677471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6677463.000000 Penalty: 12904.395508
	Iteration 56Q: 3 clusters Score -6677463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6677474.000000 Penalty: 12904.395508
	Iteration 57Q: 3 clusters Score -6677474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6677474.500000 Penalty: 12904.395508
	Iteration 58Q: 3 clusters Score -6677474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6677490.000000 Penalty: 12904.395508
	Iteration 59Q: 3 clusters Score -6677490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6677490.000000 Penalty: 12904.395508
	Iteration 60F: 3 clusters Score -6677490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -222875.796875 Penalty: 4477.711914
	Iteration 0F: 2 clusters Score -222875.8 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 754 members 
Entering Unmasked Estep 
Score: -218590.656250 Penalty: 8955.423828
	Iteration 0F: 3 clusters Score -218590.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -220127.578125 Penalty: 8955.423828
	Iteration 1F: 3 clusters Score -220127.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -220800.812500 Penalty: 8955.423828
	Iteration 2F: 3 clusters Score -220800.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -221367.062500 Penalty: 8955.423828
	Iteration 3F: 3 clusters Score -221367.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -221873.187500 Penalty: 8955.423828
	Iteration 4F: 3 clusters Score -221873.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -222518.406250 Penalty: 8955.423828
	Iteration 5Q: 3 clusters Score -222518.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -222970.671875 Penalty: 8955.423828
	Iteration 6Q: 3 clusters Score -222970.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -223169.984375 Penalty: 8955.423828
	Iteration 7Q: 3 clusters Score -223170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -223281.734375 Penalty: 8955.423828
	Iteration 8Q: 3 clusters Score -223281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -223361.234375 Penalty: 8955.423828
	Iteration 9Q: 3 clusters Score -223361.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -223405.609375 Penalty: 8955.423828
	Iteration 10Q: 3 clusters Score -223405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -223421.593750 Penalty: 8955.423828
	Iteration 11Q: 3 clusters Score -223421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -223425.734375 Penalty: 8955.423828
	Iteration 12Q: 3 clusters Score -223425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -223429.187500 Penalty: 8955.423828
	Iteration 13Q: 3 clusters Score -223429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -223444.062500 Penalty: 8955.423828
	Iteration 14Q: 3 clusters Score -223444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -223474.578125 Penalty: 8955.423828
	Iteration 15Q: 3 clusters Score -223474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -223479.000000 Penalty: 8955.423828
	Iteration 16F: 3 clusters Score -223479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -223484.000000 Penalty: 8955.423828
	Iteration 17Q: 3 clusters Score -223484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -223486.562500 Penalty: 8955.423828
	Iteration 18Q: 3 clusters Score -223486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -223487.718750 Penalty: 8955.423828
	Iteration 19Q: 3 clusters Score -223487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -223503.390625 Penalty: 8955.423828
	Iteration 20F: 3 clusters Score -223503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -223522.843750 Penalty: 8955.423828
	Iteration 21Q: 3 clusters Score -223522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -223541.781250 Penalty: 8955.423828
	Iteration 22Q: 3 clusters Score -223541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -223619.078125 Penalty: 8955.423828
	Iteration 23Q: 3 clusters Score -223619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -223662.625000 Penalty: 8955.423828
	Iteration 24Q: 3 clusters Score -223662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -223667.234375 Penalty: 8955.423828
	Iteration 25Q: 3 clusters Score -223667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -223671.968750 Penalty: 8955.423828
	Iteration 26Q: 3 clusters Score -223672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -223703.687500 Penalty: 8955.423828
	Iteration 27Q: 3 clusters Score -223703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -223771.750000 Penalty: 8955.423828
	Iteration 28Q: 3 clusters Score -223771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -223774.546875 Penalty: 8955.423828
	Iteration 29Q: 3 clusters Score -223774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -223774.546875 Penalty: 8955.423828
	Iteration 30F: 3 clusters Score -223774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56347 members 
Mstep: Class 3 contains 86066 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37579 members 
Mstep: Class 8 contains 1033 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 478970 members 
Mstep: Class 13 contains 38489 members 
Mstep: Class 14 contains 72983 members 
Mstep: Class 15 contains 35451 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 176434 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 50693 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 34601 members 
Mstep: Class 29 contains 52953 members 
Mstep: Class 30 contains 463 members 
Entering Unmasked Estep 
Score: -226855136.000000 Penalty: 258397.593750
Splitting cluster 8 changes total score from -226858272.000000 to -226855136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -265951.218750 Penalty: 4552.033691
	Iteration 0F: 2 clusters Score -265951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -261354.500000 Penalty: 9104.067383
	Iteration 0F: 3 clusters Score -261354.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -262542.718750 Penalty: 9104.067383
	Iteration 1F: 3 clusters Score -262542.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -263750.343750 Penalty: 9104.067383
	Iteration 2F: 3 clusters Score -263750.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -264794.062500 Penalty: 9104.067383
	Iteration 3F: 3 clusters Score -264794.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -265332.687500 Penalty: 9104.067383
	Iteration 4F: 3 clusters Score -265332.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -265673.250000 Penalty: 9104.067383
	Iteration 5Q: 3 clusters Score -265673.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -265917.906250 Penalty: 9104.067383
	Iteration 6Q: 3 clusters Score -265917.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -266087.031250 Penalty: 9104.067383
	Iteration 7Q: 3 clusters Score -266087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -266194.968750 Penalty: 9104.067383
	Iteration 8Q: 3 clusters Score -266195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -266253.187500 Penalty: 9104.067383
	Iteration 9Q: 3 clusters Score -266253.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -266335.281250 Penalty: 9104.067383
	Iteration 10Q: 3 clusters Score -266335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -266568.937500 Penalty: 9104.067383
	Iteration 11Q: 3 clusters Score -266568.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267227.906250 Penalty: 9104.067383
	Iteration 12Q: 3 clusters Score -267227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -268061.343750 Penalty: 9104.067383
	Iteration 13Q: 3 clusters Score -268061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -268081.687500 Penalty: 9104.067383
	Iteration 14Q: 3 clusters Score -268081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -268089.500000 Penalty: 9104.067383
	Iteration 15F: 3 clusters Score -268089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -268109.906250 Penalty: 9104.067383
	Iteration 16Q: 3 clusters Score -268109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -268126.468750 Penalty: 9104.067383
	Iteration 17Q: 3 clusters Score -268126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -268134.875000 Penalty: 9104.067383
	Iteration 18Q: 3 clusters Score -268134.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -268134.875000 Penalty: 9104.067383
	Iteration 19F: 3 clusters Score -268134.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56347 members 
Mstep: Class 3 contains 86066 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37579 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 478970 members 
Mstep: Class 13 contains 38489 members 
Mstep: Class 14 contains 72983 members 
Mstep: Class 15 contains 35451 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 176434 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 50693 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 34601 members 
Mstep: Class 29 contains 52953 members 
Mstep: Class 30 contains 573 members 
Entering Unmasked Estep 
Score: -226855040.000000 Penalty: 258397.593750
Splitting cluster 9 changes total score from -226858272.000000 to -226855040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -1297089.000000 Penalty: 5462.345215
	Iteration 0F: 2 clusters Score -1297089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1288505.250000 Penalty: 10924.690430
	Iteration 0F: 3 clusters Score -1288505 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1290063.875000 Penalty: 10924.690430
	Iteration 1F: 3 clusters Score -1290064 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1290452.125000 Penalty: 10924.690430
	Iteration 2F: 3 clusters Score -1290452 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1290669.000000 Penalty: 10924.690430
	Iteration 3Q: 3 clusters Score -1290669 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1290815.750000 Penalty: 10924.690430
	Iteration 4Q: 3 clusters Score -1290816 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1290948.250000 Penalty: 10924.690430
	Iteration 5Q: 3 clusters Score -1290948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1291085.000000 Penalty: 10924.690430
	Iteration 6Q: 3 clusters Score -1291085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1291238.125000 Penalty: 10924.690430
	Iteration 7Q: 3 clusters Score -1291238 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1291373.250000 Penalty: 10924.690430
	Iteration 8Q: 3 clusters Score -1291373 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1291481.500000 Penalty: 10924.690430
	Iteration 9Q: 3 clusters Score -1291482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1291581.500000 Penalty: 10924.690430
	Iteration 10Q: 3 clusters Score -1291582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1291662.125000 Penalty: 10924.690430
	Iteration 11Q: 3 clusters Score -1291662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1291750.875000 Penalty: 10924.690430
	Iteration 12Q: 3 clusters Score -1291751 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1291834.250000 Penalty: 10924.690430
	Iteration 13Q: 3 clusters Score -1291834 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1291906.125000 Penalty: 10924.690430
	Iteration 14Q: 3 clusters Score -1291906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1291978.625000 Penalty: 10924.690430
	Iteration 15Q: 3 clusters Score -1291979 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1292045.000000 Penalty: 10924.690430
	Iteration 16Q: 3 clusters Score -1292045 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1292100.875000 Penalty: 10924.690430
	Iteration 17Q: 3 clusters Score -1292101 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1292162.125000 Penalty: 10924.690430
	Iteration 18Q: 3 clusters Score -1292162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1292227.125000 Penalty: 10924.690430
	Iteration 19Q: 3 clusters Score -1292227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1292301.000000 Penalty: 10924.690430
	Iteration 20F: 3 clusters Score -1292301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1292365.875000 Penalty: 10924.690430
	Iteration 21Q: 3 clusters Score -1292366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1292428.625000 Penalty: 10924.690430
	Iteration 22Q: 3 clusters Score -1292429 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1292483.125000 Penalty: 10924.690430
	Iteration 23Q: 3 clusters Score -1292483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1292517.125000 Penalty: 10924.690430
	Iteration 24Q: 3 clusters Score -1292517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1292561.250000 Penalty: 10924.690430
	Iteration 25Q: 3 clusters Score -1292561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1292598.125000 Penalty: 10924.690430
	Iteration 26Q: 3 clusters Score -1292598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1292631.125000 Penalty: 10924.690430
	Iteration 27Q: 3 clusters Score -1292631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1292667.500000 Penalty: 10924.690430
	Iteration 28Q: 3 clusters Score -1292668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1292706.000000 Penalty: 10924.690430
	Iteration 29Q: 3 clusters Score -1292706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1292740.500000 Penalty: 10924.690430
	Iteration 30Q: 3 clusters Score -1292740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1292776.875000 Penalty: 10924.690430
	Iteration 31Q: 3 clusters Score -1292777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1292816.875000 Penalty: 10924.690430
	Iteration 32Q: 3 clusters Score -1292817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1292851.250000 Penalty: 10924.690430
	Iteration 33Q: 3 clusters Score -1292851 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1292879.375000 Penalty: 10924.690430
	Iteration 34Q: 3 clusters Score -1292879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1292904.250000 Penalty: 10924.690430
	Iteration 35Q: 3 clusters Score -1292904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1292924.000000 Penalty: 10924.690430
	Iteration 36Q: 3 clusters Score -1292924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1292946.000000 Penalty: 10924.690430
	Iteration 37Q: 3 clusters Score -1292946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1292958.875000 Penalty: 10924.690430
	Iteration 38Q: 3 clusters Score -1292959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1292972.375000 Penalty: 10924.690430
	Iteration 39Q: 3 clusters Score -1292972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1292994.875000 Penalty: 10924.690430
	Iteration 40F: 3 clusters Score -1292995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1293006.500000 Penalty: 10924.690430
	Iteration 41Q: 3 clusters Score -1293006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1293013.875000 Penalty: 10924.690430
	Iteration 42Q: 3 clusters Score -1293014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1293023.250000 Penalty: 10924.690430
	Iteration 43Q: 3 clusters Score -1293023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1293029.000000 Penalty: 10924.690430
	Iteration 44Q: 3 clusters Score -1293029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1293032.125000 Penalty: 10924.690430
	Iteration 45Q: 3 clusters Score -1293032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1293040.125000 Penalty: 10924.690430
	Iteration 46Q: 3 clusters Score -1293040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1293047.000000 Penalty: 10924.690430
	Iteration 47Q: 3 clusters Score -1293047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1293049.500000 Penalty: 10924.690430
	Iteration 48Q: 3 clusters Score -1293050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1293053.250000 Penalty: 10924.690430
	Iteration 49Q: 3 clusters Score -1293053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1293055.250000 Penalty: 10924.690430
	Iteration 50Q: 3 clusters Score -1293055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1293053.000000 Penalty: 10924.690430
	Iteration 51Q: 3 clusters Score -1293053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1293057.250000 Penalty: 10924.690430
	Iteration 52Q: 3 clusters Score -1293057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1293057.750000 Penalty: 10924.690430
	Iteration 53Q: 3 clusters Score -1293058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1293058.750000 Penalty: 10924.690430
	Iteration 54Q: 3 clusters Score -1293059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1293058.750000 Penalty: 10924.690430
	Iteration 55F: 3 clusters Score -1293059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -1181421.125000 Penalty: 5422.870117
	Iteration 0F: 2 clusters Score -1181421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1173031.000000 Penalty: 10845.740234
	Iteration 0F: 3 clusters Score -1173031 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1174637.250000 Penalty: 10845.740234
	Iteration 1F: 3 clusters Score -1174637 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1175102.000000 Penalty: 10845.740234
	Iteration 2F: 3 clusters Score -1175102 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1175367.625000 Penalty: 10845.740234
	Iteration 3Q: 3 clusters Score -1175368 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1175625.500000 Penalty: 10845.740234
	Iteration 4Q: 3 clusters Score -1175626 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1175859.250000 Penalty: 10845.740234
	Iteration 5Q: 3 clusters Score -1175859 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1176110.625000 Penalty: 10845.740234
	Iteration 6Q: 3 clusters Score -1176111 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1176362.625000 Penalty: 10845.740234
	Iteration 7Q: 3 clusters Score -1176363 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1176593.375000 Penalty: 10845.740234
	Iteration 8Q: 3 clusters Score -1176593 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1176790.750000 Penalty: 10845.740234
	Iteration 9Q: 3 clusters Score -1176791 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1176964.000000 Penalty: 10845.740234
	Iteration 10Q: 3 clusters Score -1176964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1177111.000000 Penalty: 10845.740234
	Iteration 11Q: 3 clusters Score -1177111 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1177236.625000 Penalty: 10845.740234
	Iteration 12Q: 3 clusters Score -1177237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1177329.000000 Penalty: 10845.740234
	Iteration 13Q: 3 clusters Score -1177329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1177402.625000 Penalty: 10845.740234
	Iteration 14Q: 3 clusters Score -1177403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1177468.625000 Penalty: 10845.740234
	Iteration 15Q: 3 clusters Score -1177469 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1177521.500000 Penalty: 10845.740234
	Iteration 16Q: 3 clusters Score -1177522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1177578.625000 Penalty: 10845.740234
	Iteration 17Q: 3 clusters Score -1177579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1177618.125000 Penalty: 10845.740234
	Iteration 18Q: 3 clusters Score -1177618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1177644.000000 Penalty: 10845.740234
	Iteration 19Q: 3 clusters Score -1177644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1177662.750000 Penalty: 10845.740234
	Iteration 20F: 3 clusters Score -1177663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1177679.500000 Penalty: 10845.740234
	Iteration 21Q: 3 clusters Score -1177680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1177686.500000 Penalty: 10845.740234
	Iteration 22Q: 3 clusters Score -1177686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1177690.750000 Penalty: 10845.740234
	Iteration 23Q: 3 clusters Score -1177691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1177701.625000 Penalty: 10845.740234
	Iteration 24Q: 3 clusters Score -1177702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1177712.750000 Penalty: 10845.740234
	Iteration 25Q: 3 clusters Score -1177713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1177722.625000 Penalty: 10845.740234
	Iteration 26Q: 3 clusters Score -1177723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1177730.750000 Penalty: 10845.740234
	Iteration 27Q: 3 clusters Score -1177731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1177739.500000 Penalty: 10845.740234
	Iteration 28Q: 3 clusters Score -1177740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1177743.250000 Penalty: 10845.740234
	Iteration 29Q: 3 clusters Score -1177743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1177745.625000 Penalty: 10845.740234
	Iteration 30Q: 3 clusters Score -1177746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1177747.000000 Penalty: 10845.740234
	Iteration 31Q: 3 clusters Score -1177747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1177749.000000 Penalty: 10845.740234
	Iteration 32Q: 3 clusters Score -1177749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1177757.750000 Penalty: 10845.740234
	Iteration 33Q: 3 clusters Score -1177758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1177759.250000 Penalty: 10845.740234
	Iteration 34Q: 3 clusters Score -1177759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1177760.625000 Penalty: 10845.740234
	Iteration 35Q: 3 clusters Score -1177761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1177763.125000 Penalty: 10845.740234
	Iteration 36Q: 3 clusters Score -1177763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1177768.000000 Penalty: 10845.740234
	Iteration 37Q: 3 clusters Score -1177768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1177766.250000 Penalty: 10845.740234
	Iteration 38Q: 3 clusters Score -1177766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1177769.000000 Penalty: 10845.740234
	Iteration 39Q: 3 clusters Score -1177769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1177769.375000 Penalty: 10845.740234
	Iteration 40F: 3 clusters Score -1177769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (478970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478970 members 
Entering Unmasked Estep 
Score: -86492560.000000 Penalty: 8011.128418
	Iteration 0F: 2 clusters Score -8.649256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239854 members 
Mstep: Class 2 contains 239116 members 
Entering Unmasked Estep 
Score: -86192768.000000 Penalty: 16022.256836
	Iteration 0F: 3 clusters Score -8.619277e+07 nChanged 230400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247500 members 
Mstep: Class 2 contains 231470 members 
Entering Unmasked Estep 
Score: -86326888.000000 Penalty: 16022.256836
	Iteration 1F: 3 clusters Score -8.632689e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252869 members 
Mstep: Class 2 contains 226101 members 
Entering Unmasked Estep 
Score: -86329800.000000 Penalty: 16022.256836
	Iteration 2Q: 3 clusters Score -8.63298e+07 nChanged 14577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261232 members 
Mstep: Class 2 contains 217738 members 
Entering Unmasked Estep 
Score: -86333760.000000 Penalty: 16022.256836
	Iteration 3Q: 3 clusters Score -8.633376e+07 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274103 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -86340504.000000 Penalty: 16022.256836
	Iteration 4Q: 3 clusters Score -8.63405e+07 nChanged 23341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293420 members 
Mstep: Class 2 contains 185550 members 
Entering Unmasked Estep 
Score: -86351008.000000 Penalty: 16022.256836
	Iteration 5Q: 3 clusters Score -8.635101e+07 nChanged 30644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321260 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -86370032.000000 Penalty: 16022.256836
	Iteration 6F: 3 clusters Score -8.637003e+07 nChanged 37847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357153 members 
Mstep: Class 2 contains 121817 members 
Entering Unmasked Estep 
Score: -86398944.000000 Penalty: 16022.256836
	Iteration 7F: 3 clusters Score -8.639894e+07 nChanged 40348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396415 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -86435024.000000 Penalty: 16022.256836
	Iteration 8F: 3 clusters Score -8.643502e+07 nChanged 34760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430595 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -86466064.000000 Penalty: 16022.256836
	Iteration 9F: 3 clusters Score -8.646606e+07 nChanged 22555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452804 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -86482984.000000 Penalty: 16022.256836
	Iteration 10Q: 3 clusters Score -8.648298e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464653 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -86488128.000000 Penalty: 16022.256836
	Iteration 11Q: 3 clusters Score -8.648813e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470032 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -86489352.000000 Penalty: 16022.256836
	Iteration 12Q: 3 clusters Score -8.648935e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472419 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -86490008.000000 Penalty: 16022.256836
	Iteration 13Q: 3 clusters Score -8.649001e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473491 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -86490040.000000 Penalty: 16022.256836
	Iteration 14Q: 3 clusters Score -8.649004e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474045 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -86490240.000000 Penalty: 16022.256836
	Iteration 15Q: 3 clusters Score -8.649024e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474358 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -86490304.000000 Penalty: 16022.256836
	Iteration 16Q: 3 clusters Score -8.64903e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474554 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -86490376.000000 Penalty: 16022.256836
	Iteration 17Q: 3 clusters Score -8.649038e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474677 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -86490416.000000 Penalty: 16022.256836
	Iteration 18Q: 3 clusters Score -8.649042e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474771 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -86490552.000000 Penalty: 16022.256836
	Iteration 19Q: 3 clusters Score -8.649055e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474833 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -86490536.000000 Penalty: 16022.256836
	Iteration 20F: 3 clusters Score -8.649054e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474879 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -86490488.000000 Penalty: 16022.256836
	Iteration 21Q: 3 clusters Score -8.649049e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474906 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -86490464.000000 Penalty: 16022.256836
	Iteration 22Q: 3 clusters Score -8.649046e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474931 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -86490648.000000 Penalty: 16022.256836
	Iteration 23Q: 3 clusters Score -8.649065e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474950 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -86490736.000000 Penalty: 16022.256836
	Iteration 24Q: 3 clusters Score -8.649074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474964 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -86490736.000000 Penalty: 16022.256836
	Iteration 25Q: 3 clusters Score -8.649074e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474982 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -86490816.000000 Penalty: 16022.256836
	Iteration 26Q: 3 clusters Score -8.649082e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475000 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -86490824.000000 Penalty: 16022.256836
	Iteration 27Q: 3 clusters Score -8.649082e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475005 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -86490944.000000 Penalty: 16022.256836
	Iteration 28Q: 3 clusters Score -8.649094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475012 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -86490848.000000 Penalty: 16022.256836
	Iteration 29Q: 3 clusters Score -8.649085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475015 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -86490984.000000 Penalty: 16022.256836
	Iteration 30Q: 3 clusters Score -8.649098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475018 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -86490936.000000 Penalty: 16022.256836
	Iteration 31Q: 3 clusters Score -8.649094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475022 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -86490936.000000 Penalty: 16022.256836
	Iteration 32Q: 3 clusters Score -8.649094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475029 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -86490928.000000 Penalty: 16022.256836
	Iteration 33Q: 3 clusters Score -8.649093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475034 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -86490888.000000 Penalty: 16022.256836
	Iteration 34Q: 3 clusters Score -8.649089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475038 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -86490920.000000 Penalty: 16022.256836
	Iteration 35Q: 3 clusters Score -8.649092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475038 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -86490904.000000 Penalty: 16022.256836
	Iteration 36Q: 3 clusters Score -8.64909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475037 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -86490896.000000 Penalty: 16022.256836
	Iteration 37Q: 3 clusters Score -8.64909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475038 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -86490896.000000 Penalty: 16022.256836
	Iteration 38Q: 3 clusters Score -8.64909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475039 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -86490888.000000 Penalty: 16022.256836
	Iteration 39Q: 3 clusters Score -8.649089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475042 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -86490880.000000 Penalty: 16022.256836
	Iteration 40F: 3 clusters Score -8.649088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475043 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -86490824.000000 Penalty: 16022.256836
	Iteration 41Q: 3 clusters Score -8.649082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475039 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -86490824.000000 Penalty: 16022.256836
	Iteration 42Q: 3 clusters Score -8.649082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475039 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -86490848.000000 Penalty: 16022.256836
	Iteration 43Q: 3 clusters Score -8.649085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475042 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -86490808.000000 Penalty: 16022.256836
	Iteration 44Q: 3 clusters Score -8.649081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475044 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -86490832.000000 Penalty: 16022.256836
	Iteration 45Q: 3 clusters Score -8.649083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475046 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -86490800.000000 Penalty: 16022.256836
	Iteration 46Q: 3 clusters Score -8.64908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475048 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -86490816.000000 Penalty: 16022.256836
	Iteration 47Q: 3 clusters Score -8.649082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475050 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -86490864.000000 Penalty: 16022.256836
	Iteration 48Q: 3 clusters Score -8.649086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475053 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -86490872.000000 Penalty: 16022.256836
	Iteration 49Q: 3 clusters Score -8.649087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475051 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -86490880.000000 Penalty: 16022.256836
	Iteration 50Q: 3 clusters Score -8.649088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475050 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -86490872.000000 Penalty: 16022.256836
	Iteration 51Q: 3 clusters Score -8.649087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475049 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -86490888.000000 Penalty: 16022.256836
	Iteration 52Q: 3 clusters Score -8.649089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475050 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -86490896.000000 Penalty: 16022.256836
	Iteration 53Q: 3 clusters Score -8.64909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475051 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -86490888.000000 Penalty: 16022.256836
	Iteration 54Q: 3 clusters Score -8.649089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475053 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -86490928.000000 Penalty: 16022.256836
	Iteration 55Q: 3 clusters Score -8.649093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475054 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -86490872.000000 Penalty: 16022.256836
	Iteration 56Q: 3 clusters Score -8.649087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475054 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -86490864.000000 Penalty: 16022.256836
	Iteration 57Q: 3 clusters Score -8.649086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475053 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -86490872.000000 Penalty: 16022.256836
	Iteration 58Q: 3 clusters Score -8.649087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475052 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -86490864.000000 Penalty: 16022.256836
	Iteration 59Q: 3 clusters Score -8.649086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475052 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -86490864.000000 Penalty: 16022.256836
	Iteration 60F: 3 clusters Score -8.649086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Entering Unmasked Estep 
Score: -6550420.000000 Penalty: 6466.853027
	Iteration 0F: 2 clusters Score -6550420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -6522239.500000 Penalty: 12933.706055
	Iteration 0F: 3 clusters Score -6522240 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -6531147.500000 Penalty: 12933.706055
	Iteration 1F: 3 clusters Score -6531148 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -6532217.500000 Penalty: 12933.706055
	Iteration 2F: 3 clusters Score -6532218 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -6533106.500000 Penalty: 12933.706055
	Iteration 3F: 3 clusters Score -6533106 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -6533944.500000 Penalty: 12933.706055
	Iteration 4Q: 3 clusters Score -6533944 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -6534991.500000 Penalty: 12933.706055
	Iteration 5Q: 3 clusters Score -6534992 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6536229.500000 Penalty: 12933.706055
	Iteration 6Q: 3 clusters Score -6536230 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -6537565.000000 Penalty: 12933.706055
	Iteration 7F: 3 clusters Score -6537565 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6539004.500000 Penalty: 12933.706055
	Iteration 8F: 3 clusters Score -6539004 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6540317.500000 Penalty: 12933.706055
	Iteration 9F: 3 clusters Score -6540318 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6541350.000000 Penalty: 12933.706055
	Iteration 10Q: 3 clusters Score -6541350 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -6542093.000000 Penalty: 12933.706055
	Iteration 11Q: 3 clusters Score -6542093 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -6542511.500000 Penalty: 12933.706055
	Iteration 12Q: 3 clusters Score -6542512 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -6542783.000000 Penalty: 12933.706055
	Iteration 13Q: 3 clusters Score -6542783 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -6542966.500000 Penalty: 12933.706055
	Iteration 14Q: 3 clusters Score -6542966 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6543112.500000 Penalty: 12933.706055
	Iteration 15Q: 3 clusters Score -6543112 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -6543206.000000 Penalty: 12933.706055
	Iteration 16Q: 3 clusters Score -6543206 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -6543263.500000 Penalty: 12933.706055
	Iteration 17Q: 3 clusters Score -6543264 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -6543313.000000 Penalty: 12933.706055
	Iteration 18Q: 3 clusters Score -6543313 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -6543372.500000 Penalty: 12933.706055
	Iteration 19Q: 3 clusters Score -6543372 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -6543398.000000 Penalty: 12933.706055
	Iteration 20F: 3 clusters Score -6543398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -6543410.500000 Penalty: 12933.706055
	Iteration 21Q: 3 clusters Score -6543410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -6543429.000000 Penalty: 12933.706055
	Iteration 22Q: 3 clusters Score -6543429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -6543447.500000 Penalty: 12933.706055
	Iteration 23Q: 3 clusters Score -6543448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -6543457.000000 Penalty: 12933.706055
	Iteration 24Q: 3 clusters Score -6543457 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -6543467.000000 Penalty: 12933.706055
	Iteration 25Q: 3 clusters Score -6543467 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -6543509.000000 Penalty: 12933.706055
	Iteration 26Q: 3 clusters Score -6543509 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -6543506.500000 Penalty: 12933.706055
	Iteration 27Q: 3 clusters Score -6543506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -6543514.000000 Penalty: 12933.706055
	Iteration 28Q: 3 clusters Score -6543514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -6543523.000000 Penalty: 12933.706055
	Iteration 29Q: 3 clusters Score -6543523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -6543543.500000 Penalty: 12933.706055
	Iteration 30Q: 3 clusters Score -6543544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -6543570.500000 Penalty: 12933.706055
	Iteration 31Q: 3 clusters Score -6543570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -6543592.500000 Penalty: 12933.706055
	Iteration 32Q: 3 clusters Score -6543592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -6543610.000000 Penalty: 12933.706055
	Iteration 33Q: 3 clusters Score -6543610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -6543621.500000 Penalty: 12933.706055
	Iteration 34Q: 3 clusters Score -6543622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -6543655.000000 Penalty: 12933.706055
	Iteration 35Q: 3 clusters Score -6543655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -6543668.500000 Penalty: 12933.706055
	Iteration 36Q: 3 clusters Score -6543668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -6543663.500000 Penalty: 12933.706055
	Iteration 37Q: 3 clusters Score -6543664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -6543674.000000 Penalty: 12933.706055
	Iteration 38Q: 3 clusters Score -6543674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -6543680.000000 Penalty: 12933.706055
	Iteration 39Q: 3 clusters Score -6543680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6543711.000000 Penalty: 12933.706055
	Iteration 40F: 3 clusters Score -6543711 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -6543711.500000 Penalty: 12933.706055
	Iteration 41Q: 3 clusters Score -6543712 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6543730.000000 Penalty: 12933.706055
	Iteration 42Q: 3 clusters Score -6543730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -6543776.000000 Penalty: 12933.706055
	Iteration 43Q: 3 clusters Score -6543776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -6543811.000000 Penalty: 12933.706055
	Iteration 44Q: 3 clusters Score -6543811 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -6543847.000000 Penalty: 12933.706055
	Iteration 45Q: 3 clusters Score -6543847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -6543896.500000 Penalty: 12933.706055
	Iteration 46Q: 3 clusters Score -6543896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -6543917.500000 Penalty: 12933.706055
	Iteration 47Q: 3 clusters Score -6543918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -6543948.000000 Penalty: 12933.706055
	Iteration 48Q: 3 clusters Score -6543948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -6543969.500000 Penalty: 12933.706055
	Iteration 49Q: 3 clusters Score -6543970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6544008.000000 Penalty: 12933.706055
	Iteration 50Q: 3 clusters Score -6544008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -6544073.000000 Penalty: 12933.706055
	Iteration 51Q: 3 clusters Score -6544073 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6544086.000000 Penalty: 12933.706055
	Iteration 52Q: 3 clusters Score -6544086 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -6544135.500000 Penalty: 12933.706055
	Iteration 53Q: 3 clusters Score -6544136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -6544153.500000 Penalty: 12933.706055
	Iteration 54Q: 3 clusters Score -6544154 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6544187.000000 Penalty: 12933.706055
	Iteration 55Q: 3 clusters Score -6544187 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -6544260.500000 Penalty: 12933.706055
	Iteration 56Q: 3 clusters Score -6544260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -6544333.500000 Penalty: 12933.706055
	Iteration 57Q: 3 clusters Score -6544334 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6544425.500000 Penalty: 12933.706055
	Iteration 58Q: 3 clusters Score -6544426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6544493.000000 Penalty: 12933.706055
	Iteration 59Q: 3 clusters Score -6544493 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6544576.500000 Penalty: 12933.706055
	Iteration 60F: 3 clusters Score -6544576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6544675.000000 Penalty: 12933.706055
	Iteration 61Q: 3 clusters Score -6544675 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -6544765.500000 Penalty: 12933.706055
	Iteration 62Q: 3 clusters Score -6544766 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -6544879.500000 Penalty: 12933.706055
	Iteration 63Q: 3 clusters Score -6544880 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -6544958.000000 Penalty: 12933.706055
	Iteration 64Q: 3 clusters Score -6544958 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -6545052.500000 Penalty: 12933.706055
	Iteration 65Q: 3 clusters Score -6545052 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6545135.500000 Penalty: 12933.706055
	Iteration 66Q: 3 clusters Score -6545136 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -6545214.500000 Penalty: 12933.706055
	Iteration 67Q: 3 clusters Score -6545214 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -6545291.500000 Penalty: 12933.706055
	Iteration 68Q: 3 clusters Score -6545292 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -6545331.000000 Penalty: 12933.706055
	Iteration 69Q: 3 clusters Score -6545331 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -6545380.500000 Penalty: 12933.706055
	Iteration 70Q: 3 clusters Score -6545380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -6545415.000000 Penalty: 12933.706055
	Iteration 71Q: 3 clusters Score -6545415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6545443.000000 Penalty: 12933.706055
	Iteration 72Q: 3 clusters Score -6545443 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -6545475.500000 Penalty: 12933.706055
	Iteration 73Q: 3 clusters Score -6545476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6545544.500000 Penalty: 12933.706055
	Iteration 74Q: 3 clusters Score -6545544 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -6545564.000000 Penalty: 12933.706055
	Iteration 75Q: 3 clusters Score -6545564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -6545581.000000 Penalty: 12933.706055
	Iteration 76Q: 3 clusters Score -6545581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -6545611.500000 Penalty: 12933.706055
	Iteration 77Q: 3 clusters Score -6545612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6545616.000000 Penalty: 12933.706055
	Iteration 78Q: 3 clusters Score -6545616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -6545622.000000 Penalty: 12933.706055
	Iteration 79Q: 3 clusters Score -6545622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6545636.500000 Penalty: 12933.706055
	Iteration 80F: 3 clusters Score -6545636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -6545654.500000 Penalty: 12933.706055
	Iteration 81Q: 3 clusters Score -6545654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6545658.500000 Penalty: 12933.706055
	Iteration 82Q: 3 clusters Score -6545658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -6545700.500000 Penalty: 12933.706055
	Iteration 83Q: 3 clusters Score -6545700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -6545714.500000 Penalty: 12933.706055
	Iteration 84Q: 3 clusters Score -6545714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6545731.000000 Penalty: 12933.706055
	Iteration 85Q: 3 clusters Score -6545731 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -6545758.500000 Penalty: 12933.706055
	Iteration 86Q: 3 clusters Score -6545758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -6545819.000000 Penalty: 12933.706055
	Iteration 87Q: 3 clusters Score -6545819 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -6545850.500000 Penalty: 12933.706055
	Iteration 88Q: 3 clusters Score -6545850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -6545909.500000 Penalty: 12933.706055
	Iteration 89Q: 3 clusters Score -6545910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -6545939.500000 Penalty: 12933.706055
	Iteration 90Q: 3 clusters Score -6545940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6546021.500000 Penalty: 12933.706055
	Iteration 91Q: 3 clusters Score -6546022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6546070.500000 Penalty: 12933.706055
	Iteration 92Q: 3 clusters Score -6546070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6546095.000000 Penalty: 12933.706055
	Iteration 93Q: 3 clusters Score -6546095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6546157.500000 Penalty: 12933.706055
	Iteration 94Q: 3 clusters Score -6546158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6546229.000000 Penalty: 12933.706055
	Iteration 95Q: 3 clusters Score -6546229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6546267.500000 Penalty: 12933.706055
	Iteration 96Q: 3 clusters Score -6546268 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6546334.500000 Penalty: 12933.706055
	Iteration 97Q: 3 clusters Score -6546334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6546389.000000 Penalty: 12933.706055
	Iteration 98Q: 3 clusters Score -6546389 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -6546431.000000 Penalty: 12933.706055
	Iteration 99Q: 3 clusters Score -6546431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -6546466.000000 Penalty: 12933.706055
	Iteration 100F: 3 clusters Score -6546466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6546508.500000 Penalty: 12933.706055
	Iteration 101Q: 3 clusters Score -6546508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6546520.000000 Penalty: 12933.706055
	Iteration 102Q: 3 clusters Score -6546520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -6546545.000000 Penalty: 12933.706055
	Iteration 103Q: 3 clusters Score -6546545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6546558.000000 Penalty: 12933.706055
	Iteration 104Q: 3 clusters Score -6546558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6546554.500000 Penalty: 12933.706055
	Iteration 105Q: 3 clusters Score -6546554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6546570.500000 Penalty: 12933.706055
	Iteration 106Q: 3 clusters Score -6546570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6546570.000000 Penalty: 12933.706055
	Iteration 107Q: 3 clusters Score -6546570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -6546566.500000 Penalty: 12933.706055
	Iteration 108Q: 3 clusters Score -6546566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6546579.500000 Penalty: 12933.706055
	Iteration 109Q: 3 clusters Score -6546580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6546583.000000 Penalty: 12933.706055
	Iteration 110Q: 3 clusters Score -6546583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6546592.000000 Penalty: 12933.706055
	Iteration 111Q: 3 clusters Score -6546592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6546593.000000 Penalty: 12933.706055
	Iteration 112Q: 3 clusters Score -6546593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6546592.500000 Penalty: 12933.706055
	Iteration 113Q: 3 clusters Score -6546592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6546597.000000 Penalty: 12933.706055
	Iteration 114Q: 3 clusters Score -6546597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6546597.000000 Penalty: 12933.706055
	Iteration 115F: 3 clusters Score -6546597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Entering Unmasked Estep 
Score: -13011029.000000 Penalty: 6858.763672
	Iteration 0F: 2 clusters Score -1.301103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -12960551.000000 Penalty: 13717.527344
	Iteration 0F: 3 clusters Score -1.296055e+07 nChanged 32889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -12978181.000000 Penalty: 13717.527344
	Iteration 1F: 3 clusters Score -1.297818e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -12979064.000000 Penalty: 13717.527344
	Iteration 2Q: 3 clusters Score -1.297906e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -12979832.000000 Penalty: 13717.527344
	Iteration 3Q: 3 clusters Score -1.297983e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -12980506.000000 Penalty: 13717.527344
	Iteration 4Q: 3 clusters Score -1.298051e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -12981119.000000 Penalty: 13717.527344
	Iteration 5Q: 3 clusters Score -1.298112e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -12981806.000000 Penalty: 13717.527344
	Iteration 6Q: 3 clusters Score -1.298181e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -12982754.000000 Penalty: 13717.527344
	Iteration 7Q: 3 clusters Score -1.298275e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -12984142.000000 Penalty: 13717.527344
	Iteration 8Q: 3 clusters Score -1.298414e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -12986426.000000 Penalty: 13717.527344
	Iteration 9F: 3 clusters Score -1.298643e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -12989751.000000 Penalty: 13717.527344
	Iteration 10F: 3 clusters Score -1.298975e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -12994268.000000 Penalty: 13717.527344
	Iteration 11F: 3 clusters Score -1.299427e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -12998665.000000 Penalty: 13717.527344
	Iteration 12F: 3 clusters Score -1.299866e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -13001716.000000 Penalty: 13717.527344
	Iteration 13Q: 3 clusters Score -1.300172e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13003354.000000 Penalty: 13717.527344
	Iteration 14Q: 3 clusters Score -1.300335e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13004118.000000 Penalty: 13717.527344
	Iteration 15Q: 3 clusters Score -1.300412e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13004451.000000 Penalty: 13717.527344
	Iteration 16Q: 3 clusters Score -1.300445e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13004649.000000 Penalty: 13717.527344
	Iteration 17Q: 3 clusters Score -1.300465e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13004770.000000 Penalty: 13717.527344
	Iteration 18Q: 3 clusters Score -1.300477e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13004832.000000 Penalty: 13717.527344
	Iteration 19Q: 3 clusters Score -1.300483e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13004876.000000 Penalty: 13717.527344
	Iteration 20F: 3 clusters Score -1.300488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13004904.000000 Penalty: 13717.527344
	Iteration 21Q: 3 clusters Score -1.30049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -13004933.000000 Penalty: 13717.527344
	Iteration 22Q: 3 clusters Score -1.300493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13004951.000000 Penalty: 13717.527344
	Iteration 23Q: 3 clusters Score -1.300495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13004960.000000 Penalty: 13717.527344
	Iteration 24Q: 3 clusters Score -1.300496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13004970.000000 Penalty: 13717.527344
	Iteration 25Q: 3 clusters Score -1.300497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -13004979.000000 Penalty: 13717.527344
	Iteration 26Q: 3 clusters Score -1.300498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13004987.000000 Penalty: 13717.527344
	Iteration 27Q: 3 clusters Score -1.300499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13004987.000000 Penalty: 13717.527344
	Iteration 28F: 3 clusters Score -1.300499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Entering Unmasked Estep 
Score: -6388050.000000 Penalty: 6416.492676
	Iteration 0F: 2 clusters Score -6388050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6361706.000000 Penalty: 12832.985352
	Iteration 0F: 3 clusters Score -6361706 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6369754.000000 Penalty: 12832.985352
	Iteration 1F: 3 clusters Score -6369754 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -6370654.500000 Penalty: 12832.985352
	Iteration 2F: 3 clusters Score -6370654 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -6371655.000000 Penalty: 12832.985352
	Iteration 3F: 3 clusters Score -6371655 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6372998.500000 Penalty: 12832.985352
	Iteration 4F: 3 clusters Score -6372998 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -6374790.000000 Penalty: 12832.985352
	Iteration 5F: 3 clusters Score -6374790 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -6376717.000000 Penalty: 12832.985352
	Iteration 6F: 3 clusters Score -6376717 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -6378421.000000 Penalty: 12832.985352
	Iteration 7F: 3 clusters Score -6378421 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6379608.500000 Penalty: 12832.985352
	Iteration 8F: 3 clusters Score -6379608 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -6380403.500000 Penalty: 12832.985352
	Iteration 9Q: 3 clusters Score -6380404 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -6380866.000000 Penalty: 12832.985352
	Iteration 10Q: 3 clusters Score -6380866 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6381118.500000 Penalty: 12832.985352
	Iteration 11Q: 3 clusters Score -6381118 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -6381254.000000 Penalty: 12832.985352
	Iteration 12Q: 3 clusters Score -6381254 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6381336.500000 Penalty: 12832.985352
	Iteration 13Q: 3 clusters Score -6381336 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -6381426.000000 Penalty: 12832.985352
	Iteration 14Q: 3 clusters Score -6381426 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -6381490.000000 Penalty: 12832.985352
	Iteration 15Q: 3 clusters Score -6381490 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -6381568.000000 Penalty: 12832.985352
	Iteration 16Q: 3 clusters Score -6381568 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -6381632.000000 Penalty: 12832.985352
	Iteration 17Q: 3 clusters Score -6381632 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -6381678.000000 Penalty: 12832.985352
	Iteration 18Q: 3 clusters Score -6381678 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6381785.500000 Penalty: 12832.985352
	Iteration 19Q: 3 clusters Score -6381786 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -6381851.000000 Penalty: 12832.985352
	Iteration 20F: 3 clusters Score -6381851 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6381968.000000 Penalty: 12832.985352
	Iteration 21Q: 3 clusters Score -6381968 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -6382095.500000 Penalty: 12832.985352
	Iteration 22Q: 3 clusters Score -6382096 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -6382274.000000 Penalty: 12832.985352
	Iteration 23Q: 3 clusters Score -6382274 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6382422.000000 Penalty: 12832.985352
	Iteration 24Q: 3 clusters Score -6382422 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -6382615.500000 Penalty: 12832.985352
	Iteration 25Q: 3 clusters Score -6382616 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6382787.500000 Penalty: 12832.985352
	Iteration 26Q: 3 clusters Score -6382788 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -6382941.500000 Penalty: 12832.985352
	Iteration 27Q: 3 clusters Score -6382942 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -6383041.000000 Penalty: 12832.985352
	Iteration 28Q: 3 clusters Score -6383041 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -6383129.000000 Penalty: 12832.985352
	Iteration 29Q: 3 clusters Score -6383129 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -6383193.000000 Penalty: 12832.985352
	Iteration 30Q: 3 clusters Score -6383193 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -6383235.500000 Penalty: 12832.985352
	Iteration 31Q: 3 clusters Score -6383236 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -6383279.500000 Penalty: 12832.985352
	Iteration 32Q: 3 clusters Score -6383280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6383307.500000 Penalty: 12832.985352
	Iteration 33Q: 3 clusters Score -6383308 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -6383327.500000 Penalty: 12832.985352
	Iteration 34Q: 3 clusters Score -6383328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6383372.000000 Penalty: 12832.985352
	Iteration 35Q: 3 clusters Score -6383372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -6383372.500000 Penalty: 12832.985352
	Iteration 36Q: 3 clusters Score -6383372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -6383387.500000 Penalty: 12832.985352
	Iteration 37Q: 3 clusters Score -6383388 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6383403.500000 Penalty: 12832.985352
	Iteration 38Q: 3 clusters Score -6383404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6383419.000000 Penalty: 12832.985352
	Iteration 39Q: 3 clusters Score -6383419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -6383412.000000 Penalty: 12832.985352
	Iteration 40F: 3 clusters Score -6383412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -6383424.000000 Penalty: 12832.985352
	Iteration 41Q: 3 clusters Score -6383424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -6383425.000000 Penalty: 12832.985352
	Iteration 42Q: 3 clusters Score -6383425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -6383452.000000 Penalty: 12832.985352
	Iteration 43Q: 3 clusters Score -6383452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6383448.000000 Penalty: 12832.985352
	Iteration 44Q: 3 clusters Score -6383448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -6383430.500000 Penalty: 12832.985352
	Iteration 45Q: 3 clusters Score -6383430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6383440.000000 Penalty: 12832.985352
	Iteration 46Q: 3 clusters Score -6383440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6383440.000000 Penalty: 12832.985352
	Iteration 47Q: 3 clusters Score -6383440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -6383439.000000 Penalty: 12832.985352
	Iteration 48Q: 3 clusters Score -6383439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -6383449.000000 Penalty: 12832.985352
	Iteration 49Q: 3 clusters Score -6383449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6383436.000000 Penalty: 12832.985352
	Iteration 50Q: 3 clusters Score -6383436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -6383428.500000 Penalty: 12832.985352
	Iteration 51Q: 3 clusters Score -6383428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -6383440.000000 Penalty: 12832.985352
	Iteration 52Q: 3 clusters Score -6383440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -6383450.000000 Penalty: 12832.985352
	Iteration 53Q: 3 clusters Score -6383450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -6383448.000000 Penalty: 12832.985352
	Iteration 54Q: 3 clusters Score -6383448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -6383438.500000 Penalty: 12832.985352
	Iteration 55Q: 3 clusters Score -6383438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -6383435.000000 Penalty: 12832.985352
	Iteration 56Q: 3 clusters Score -6383435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6383438.000000 Penalty: 12832.985352
	Iteration 57Q: 3 clusters Score -6383438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -6383435.500000 Penalty: 12832.985352
	Iteration 58Q: 3 clusters Score -6383436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -6383439.000000 Penalty: 12832.985352
	Iteration 59Q: 3 clusters Score -6383439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -6383444.500000 Penalty: 12832.985352
	Iteration 60F: 3 clusters Score -6383444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -6383444.000000 Penalty: 12832.985352
	Iteration 61Q: 3 clusters Score -6383444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -6383453.000000 Penalty: 12832.985352
	Iteration 62Q: 3 clusters Score -6383453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6383455.500000 Penalty: 12832.985352
	Iteration 63Q: 3 clusters Score -6383456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -6383458.000000 Penalty: 12832.985352
	Iteration 64Q: 3 clusters Score -6383458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -6383449.000000 Penalty: 12832.985352
	Iteration 65Q: 3 clusters Score -6383449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6383461.000000 Penalty: 12832.985352
	Iteration 66Q: 3 clusters Score -6383461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6383461.000000 Penalty: 12832.985352
	Iteration 67F: 3 clusters Score -6383461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -1297165.125000 Penalty: 5461.770508
	Iteration 0F: 2 clusters Score -1297165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1288520.000000 Penalty: 10923.541016
	Iteration 0F: 3 clusters Score -1288520 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1290107.500000 Penalty: 10923.541016
	Iteration 1F: 3 clusters Score -1290108 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1290518.250000 Penalty: 10923.541016
	Iteration 2F: 3 clusters Score -1290518 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1290744.750000 Penalty: 10923.541016
	Iteration 3Q: 3 clusters Score -1290745 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1290888.375000 Penalty: 10923.541016
	Iteration 4Q: 3 clusters Score -1290888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1291013.500000 Penalty: 10923.541016
	Iteration 5Q: 3 clusters Score -1291014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1291124.250000 Penalty: 10923.541016
	Iteration 6Q: 3 clusters Score -1291124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1291204.625000 Penalty: 10923.541016
	Iteration 7Q: 3 clusters Score -1291205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1291282.500000 Penalty: 10923.541016
	Iteration 8Q: 3 clusters Score -1291282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1291356.375000 Penalty: 10923.541016
	Iteration 9Q: 3 clusters Score -1291356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1291438.375000 Penalty: 10923.541016
	Iteration 10Q: 3 clusters Score -1291438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1291494.375000 Penalty: 10923.541016
	Iteration 11Q: 3 clusters Score -1291494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1291548.750000 Penalty: 10923.541016
	Iteration 12Q: 3 clusters Score -1291549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1291606.500000 Penalty: 10923.541016
	Iteration 13Q: 3 clusters Score -1291606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1291670.375000 Penalty: 10923.541016
	Iteration 14Q: 3 clusters Score -1291670 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1291736.500000 Penalty: 10923.541016
	Iteration 15Q: 3 clusters Score -1291736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1291802.000000 Penalty: 10923.541016
	Iteration 16Q: 3 clusters Score -1291802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1291863.125000 Penalty: 10923.541016
	Iteration 17Q: 3 clusters Score -1291863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1291924.000000 Penalty: 10923.541016
	Iteration 18Q: 3 clusters Score -1291924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1291992.250000 Penalty: 10923.541016
	Iteration 19Q: 3 clusters Score -1291992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1292044.250000 Penalty: 10923.541016
	Iteration 20F: 3 clusters Score -1292044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1292108.500000 Penalty: 10923.541016
	Iteration 21Q: 3 clusters Score -1292108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1292161.750000 Penalty: 10923.541016
	Iteration 22Q: 3 clusters Score -1292162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1292213.625000 Penalty: 10923.541016
	Iteration 23Q: 3 clusters Score -1292214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1292258.000000 Penalty: 10923.541016
	Iteration 24Q: 3 clusters Score -1292258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1292287.000000 Penalty: 10923.541016
	Iteration 25Q: 3 clusters Score -1292287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1292323.375000 Penalty: 10923.541016
	Iteration 26Q: 3 clusters Score -1292323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1292351.375000 Penalty: 10923.541016
	Iteration 27Q: 3 clusters Score -1292351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1292372.125000 Penalty: 10923.541016
	Iteration 28Q: 3 clusters Score -1292372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1292393.000000 Penalty: 10923.541016
	Iteration 29Q: 3 clusters Score -1292393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1292423.750000 Penalty: 10923.541016
	Iteration 30Q: 3 clusters Score -1292424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1292453.500000 Penalty: 10923.541016
	Iteration 31Q: 3 clusters Score -1292454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1292490.625000 Penalty: 10923.541016
	Iteration 32Q: 3 clusters Score -1292491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1292518.125000 Penalty: 10923.541016
	Iteration 33Q: 3 clusters Score -1292518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1292550.875000 Penalty: 10923.541016
	Iteration 34Q: 3 clusters Score -1292551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1292582.125000 Penalty: 10923.541016
	Iteration 35Q: 3 clusters Score -1292582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1292606.750000 Penalty: 10923.541016
	Iteration 36Q: 3 clusters Score -1292607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1292639.875000 Penalty: 10923.541016
	Iteration 37Q: 3 clusters Score -1292640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1292666.750000 Penalty: 10923.541016
	Iteration 38Q: 3 clusters Score -1292667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1292685.750000 Penalty: 10923.541016
	Iteration 39Q: 3 clusters Score -1292686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1292707.625000 Penalty: 10923.541016
	Iteration 40F: 3 clusters Score -1292708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1292724.125000 Penalty: 10923.541016
	Iteration 41Q: 3 clusters Score -1292724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1292742.625000 Penalty: 10923.541016
	Iteration 42Q: 3 clusters Score -1292743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1292765.750000 Penalty: 10923.541016
	Iteration 43Q: 3 clusters Score -1292766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1292787.375000 Penalty: 10923.541016
	Iteration 44Q: 3 clusters Score -1292787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1292801.875000 Penalty: 10923.541016
	Iteration 45Q: 3 clusters Score -1292802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1292815.250000 Penalty: 10923.541016
	Iteration 46Q: 3 clusters Score -1292815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1292826.500000 Penalty: 10923.541016
	Iteration 47Q: 3 clusters Score -1292826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1292840.250000 Penalty: 10923.541016
	Iteration 48Q: 3 clusters Score -1292840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1292851.125000 Penalty: 10923.541016
	Iteration 49Q: 3 clusters Score -1292851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1292854.375000 Penalty: 10923.541016
	Iteration 50Q: 3 clusters Score -1292854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1292856.375000 Penalty: 10923.541016
	Iteration 51Q: 3 clusters Score -1292856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1292856.375000 Penalty: 10923.541016
	Iteration 52Q: 3 clusters Score -1292856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1292862.125000 Penalty: 10923.541016
	Iteration 53Q: 3 clusters Score -1292862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1292869.000000 Penalty: 10923.541016
	Iteration 54Q: 3 clusters Score -1292869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1292876.875000 Penalty: 10923.541016
	Iteration 55Q: 3 clusters Score -1292877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1292882.750000 Penalty: 10923.541016
	Iteration 56Q: 3 clusters Score -1292883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1292887.000000 Penalty: 10923.541016
	Iteration 57Q: 3 clusters Score -1292887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1292891.250000 Penalty: 10923.541016
	Iteration 58Q: 3 clusters Score -1292891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1292891.625000 Penalty: 10923.541016
	Iteration 59Q: 3 clusters Score -1292892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1292896.875000 Penalty: 10923.541016
	Iteration 60F: 3 clusters Score -1292897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1292898.125000 Penalty: 10923.541016
	Iteration 61Q: 3 clusters Score -1292898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1292899.750000 Penalty: 10923.541016
	Iteration 62Q: 3 clusters Score -1292900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1292899.750000 Penalty: 10923.541016
	Iteration 63F: 3 clusters Score -1292900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -766541.500000 Penalty: 5150.475586
	Iteration 0F: 2 clusters Score -766541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -759802.500000 Penalty: 10300.951172
	Iteration 0F: 3 clusters Score -759802.5 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -760950.250000 Penalty: 10300.951172
	Iteration 1F: 3 clusters Score -760950.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -761321.687500 Penalty: 10300.951172
	Iteration 2F: 3 clusters Score -761321.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -761557.625000 Penalty: 10300.951172
	Iteration 3Q: 3 clusters Score -761557.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -761731.187500 Penalty: 10300.951172
	Iteration 4Q: 3 clusters Score -761731.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -761896.187500 Penalty: 10300.951172
	Iteration 5Q: 3 clusters Score -761896.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -762055.000000 Penalty: 10300.951172
	Iteration 6Q: 3 clusters Score -762055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -762249.437500 Penalty: 10300.951172
	Iteration 7Q: 3 clusters Score -762249.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -762494.625000 Penalty: 10300.951172
	Iteration 8Q: 3 clusters Score -762494.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -762778.687500 Penalty: 10300.951172
	Iteration 9Q: 3 clusters Score -762778.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -763037.500000 Penalty: 10300.951172
	Iteration 10Q: 3 clusters Score -763037.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -763285.875000 Penalty: 10300.951172
	Iteration 11Q: 3 clusters Score -763285.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -763472.875000 Penalty: 10300.951172
	Iteration 12Q: 3 clusters Score -763472.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -763619.375000 Penalty: 10300.951172
	Iteration 13Q: 3 clusters Score -763619.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -763752.437500 Penalty: 10300.951172
	Iteration 14Q: 3 clusters Score -763752.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -763822.625000 Penalty: 10300.951172
	Iteration 15Q: 3 clusters Score -763822.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -763866.562500 Penalty: 10300.951172
	Iteration 16Q: 3 clusters Score -763866.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -763904.625000 Penalty: 10300.951172
	Iteration 17Q: 3 clusters Score -763904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -763934.437500 Penalty: 10300.951172
	Iteration 18Q: 3 clusters Score -763934.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -763951.000000 Penalty: 10300.951172
	Iteration 19Q: 3 clusters Score -763951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -763966.937500 Penalty: 10300.951172
	Iteration 20F: 3 clusters Score -763966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -763981.562500 Penalty: 10300.951172
	Iteration 21Q: 3 clusters Score -763981.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -763993.062500 Penalty: 10300.951172
	Iteration 22Q: 3 clusters Score -763993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -763999.875000 Penalty: 10300.951172
	Iteration 23Q: 3 clusters Score -763999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -764002.437500 Penalty: 10300.951172
	Iteration 24Q: 3 clusters Score -764002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -764002.437500 Penalty: 10300.951172
	Iteration 25F: 3 clusters Score -764002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Entering Unmasked Estep 
Score: -3102029.250000 Penalty: 5973.613770
	Iteration 0F: 2 clusters Score -3102029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3087339.500000 Penalty: 11947.227539
	Iteration 0F: 3 clusters Score -3087340 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3091332.500000 Penalty: 11947.227539
	Iteration 1F: 3 clusters Score -3091332 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3092312.750000 Penalty: 11947.227539
	Iteration 2F: 3 clusters Score -3092313 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3092906.500000 Penalty: 11947.227539
	Iteration 3F: 3 clusters Score -3092906 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3093295.000000 Penalty: 11947.227539
	Iteration 4Q: 3 clusters Score -3093295 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3093581.000000 Penalty: 11947.227539
	Iteration 5Q: 3 clusters Score -3093581 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3093770.250000 Penalty: 11947.227539
	Iteration 6Q: 3 clusters Score -3093770 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3093955.750000 Penalty: 11947.227539
	Iteration 7Q: 3 clusters Score -3093956 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3094121.000000 Penalty: 11947.227539
	Iteration 8Q: 3 clusters Score -3094121 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3094279.250000 Penalty: 11947.227539
	Iteration 9Q: 3 clusters Score -3094279 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3094421.000000 Penalty: 11947.227539
	Iteration 10Q: 3 clusters Score -3094421 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3094575.750000 Penalty: 11947.227539
	Iteration 11Q: 3 clusters Score -3094576 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3094719.250000 Penalty: 11947.227539
	Iteration 12Q: 3 clusters Score -3094719 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3094850.250000 Penalty: 11947.227539
	Iteration 13Q: 3 clusters Score -3094850 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3094991.250000 Penalty: 11947.227539
	Iteration 14Q: 3 clusters Score -3094991 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3095121.250000 Penalty: 11947.227539
	Iteration 15Q: 3 clusters Score -3095121 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3095267.250000 Penalty: 11947.227539
	Iteration 16Q: 3 clusters Score -3095267 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3095408.500000 Penalty: 11947.227539
	Iteration 17Q: 3 clusters Score -3095408 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3095556.500000 Penalty: 11947.227539
	Iteration 18Q: 3 clusters Score -3095556 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3095736.250000 Penalty: 11947.227539
	Iteration 19Q: 3 clusters Score -3095736 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3095910.000000 Penalty: 11947.227539
	Iteration 20F: 3 clusters Score -3095910 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3096077.000000 Penalty: 11947.227539
	Iteration 21Q: 3 clusters Score -3096077 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3096225.500000 Penalty: 11947.227539
	Iteration 22Q: 3 clusters Score -3096226 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3096394.250000 Penalty: 11947.227539
	Iteration 23Q: 3 clusters Score -3096394 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3096533.750000 Penalty: 11947.227539
	Iteration 24Q: 3 clusters Score -3096534 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3096658.000000 Penalty: 11947.227539
	Iteration 25Q: 3 clusters Score -3096658 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3096766.250000 Penalty: 11947.227539
	Iteration 26Q: 3 clusters Score -3096766 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3096891.000000 Penalty: 11947.227539
	Iteration 27Q: 3 clusters Score -3096891 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3097012.500000 Penalty: 11947.227539
	Iteration 28Q: 3 clusters Score -3097012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3097130.750000 Penalty: 11947.227539
	Iteration 29Q: 3 clusters Score -3097131 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3097230.250000 Penalty: 11947.227539
	Iteration 30Q: 3 clusters Score -3097230 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3097307.250000 Penalty: 11947.227539
	Iteration 31Q: 3 clusters Score -3097307 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3097356.250000 Penalty: 11947.227539
	Iteration 32Q: 3 clusters Score -3097356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3097426.000000 Penalty: 11947.227539
	Iteration 33Q: 3 clusters Score -3097426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3097490.250000 Penalty: 11947.227539
	Iteration 34Q: 3 clusters Score -3097490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3097528.500000 Penalty: 11947.227539
	Iteration 35Q: 3 clusters Score -3097528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3097592.000000 Penalty: 11947.227539
	Iteration 36Q: 3 clusters Score -3097592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3097638.000000 Penalty: 11947.227539
	Iteration 37Q: 3 clusters Score -3097638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3097678.500000 Penalty: 11947.227539
	Iteration 38Q: 3 clusters Score -3097678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3097716.500000 Penalty: 11947.227539
	Iteration 39Q: 3 clusters Score -3097716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3097749.250000 Penalty: 11947.227539
	Iteration 40F: 3 clusters Score -3097749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3097789.000000 Penalty: 11947.227539
	Iteration 41Q: 3 clusters Score -3097789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3097822.750000 Penalty: 11947.227539
	Iteration 42Q: 3 clusters Score -3097823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3097850.750000 Penalty: 11947.227539
	Iteration 43Q: 3 clusters Score -3097851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3097879.750000 Penalty: 11947.227539
	Iteration 44Q: 3 clusters Score -3097880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3097911.000000 Penalty: 11947.227539
	Iteration 45Q: 3 clusters Score -3097911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3097939.250000 Penalty: 11947.227539
	Iteration 46Q: 3 clusters Score -3097939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3097964.250000 Penalty: 11947.227539
	Iteration 47Q: 3 clusters Score -3097964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3097993.000000 Penalty: 11947.227539
	Iteration 48Q: 3 clusters Score -3097993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3098011.750000 Penalty: 11947.227539
	Iteration 49Q: 3 clusters Score -3098012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3098021.750000 Penalty: 11947.227539
	Iteration 50Q: 3 clusters Score -3098022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3098044.750000 Penalty: 11947.227539
	Iteration 51Q: 3 clusters Score -3098045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3098051.750000 Penalty: 11947.227539
	Iteration 52Q: 3 clusters Score -3098052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3098064.250000 Penalty: 11947.227539
	Iteration 53Q: 3 clusters Score -3098064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3098064.250000 Penalty: 11947.227539
	Iteration 54Q: 3 clusters Score -3098064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3098074.750000 Penalty: 11947.227539
	Iteration 55Q: 3 clusters Score -3098075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3098080.000000 Penalty: 11947.227539
	Iteration 56Q: 3 clusters Score -3098080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3098084.250000 Penalty: 11947.227539
	Iteration 57Q: 3 clusters Score -3098084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3098085.000000 Penalty: 11947.227539
	Iteration 58Q: 3 clusters Score -3098085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3098087.500000 Penalty: 11947.227539
	Iteration 59Q: 3 clusters Score -3098088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3098106.750000 Penalty: 11947.227539
	Iteration 60F: 3 clusters Score -3098107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3098112.500000 Penalty: 11947.227539
	Iteration 61Q: 3 clusters Score -3098112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3098117.000000 Penalty: 11947.227539
	Iteration 62Q: 3 clusters Score -3098117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3098130.000000 Penalty: 11947.227539
	Iteration 63Q: 3 clusters Score -3098130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3098127.250000 Penalty: 11947.227539
	Iteration 64Q: 3 clusters Score -3098127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3098135.250000 Penalty: 11947.227539
	Iteration 65Q: 3 clusters Score -3098135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3098137.750000 Penalty: 11947.227539
	Iteration 66Q: 3 clusters Score -3098138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3098138.750000 Penalty: 11947.227539
	Iteration 67Q: 3 clusters Score -3098139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3098151.250000 Penalty: 11947.227539
	Iteration 68Q: 3 clusters Score -3098151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3098154.000000 Penalty: 11947.227539
	Iteration 69Q: 3 clusters Score -3098154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3098154.750000 Penalty: 11947.227539
	Iteration 70Q: 3 clusters Score -3098155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3098150.000000 Penalty: 11947.227539
	Iteration 71Q: 3 clusters Score -3098150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3098154.250000 Penalty: 11947.227539
	Iteration 72Q: 3 clusters Score -3098154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3098155.750000 Penalty: 11947.227539
	Iteration 73Q: 3 clusters Score -3098156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3098156.000000 Penalty: 11947.227539
	Iteration 74Q: 3 clusters Score -3098156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3098158.250000 Penalty: 11947.227539
	Iteration 75Q: 3 clusters Score -3098158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3098156.750000 Penalty: 11947.227539
	Iteration 76Q: 3 clusters Score -3098157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3098156.750000 Penalty: 11947.227539
	Iteration 77F: 3 clusters Score -3098157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176434 members 
Entering Unmasked Estep 
Score: -31846666.000000 Penalty: 7399.429688
	Iteration 0F: 2 clusters Score -3.184667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -31727956.000000 Penalty: 14798.859375
	Iteration 0F: 3 clusters Score -3.172796e+07 nChanged 82956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -31774330.000000 Penalty: 14798.859375
	Iteration 1F: 3 clusters Score -3.177433e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -31775530.000000 Penalty: 14798.859375
	Iteration 2Q: 3 clusters Score -3.177553e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -31777004.000000 Penalty: 14798.859375
	Iteration 3Q: 3 clusters Score -3.1777e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -31779426.000000 Penalty: 14798.859375
	Iteration 4Q: 3 clusters Score -3.177943e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108227 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -31782654.000000 Penalty: 14798.859375
	Iteration 5Q: 3 clusters Score -3.178265e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -31788188.000000 Penalty: 14798.859375
	Iteration 6F: 3 clusters Score -3.178819e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -31797828.000000 Penalty: 14798.859375
	Iteration 7F: 3 clusters Score -3.179783e+07 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -31810888.000000 Penalty: 14798.859375
	Iteration 8F: 3 clusters Score -3.181089e+07 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -31824146.000000 Penalty: 14798.859375
	Iteration 9F: 3 clusters Score -3.182415e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -31833080.000000 Penalty: 14798.859375
	Iteration 10F: 3 clusters Score -3.183308e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173162 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -31837282.000000 Penalty: 14798.859375
	Iteration 11Q: 3 clusters Score -3.183728e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174847 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -31838888.000000 Penalty: 14798.859375
	Iteration 12Q: 3 clusters Score -3.183889e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -31839494.000000 Penalty: 14798.859375
	Iteration 13Q: 3 clusters Score -3.183949e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -31839746.000000 Penalty: 14798.859375
	Iteration 14Q: 3 clusters Score -3.183975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -31839860.000000 Penalty: 14798.859375
	Iteration 15Q: 3 clusters Score -3.183986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -31839950.000000 Penalty: 14798.859375
	Iteration 16Q: 3 clusters Score -3.183995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -31840010.000000 Penalty: 14798.859375
	Iteration 17Q: 3 clusters Score -3.184001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -31840006.000000 Penalty: 14798.859375
	Iteration 18Q: 3 clusters Score -3.184001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175792 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -31840046.000000 Penalty: 14798.859375
	Iteration 19Q: 3 clusters Score -3.184005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175803 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -31840088.000000 Penalty: 14798.859375
	Iteration 20F: 3 clusters Score -3.184009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -31840080.000000 Penalty: 14798.859375
	Iteration 21Q: 3 clusters Score -3.184008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -31840072.000000 Penalty: 14798.859375
	Iteration 22Q: 3 clusters Score -3.184007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -31840090.000000 Penalty: 14798.859375
	Iteration 23Q: 3 clusters Score -3.184009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -31840090.000000 Penalty: 14798.859375
	Iteration 24F: 3 clusters Score -3.184009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -344988.000000 Penalty: 4638.787598
	Iteration 0F: 2 clusters Score -344988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -340002.468750 Penalty: 9277.575195
	Iteration 0F: 3 clusters Score -340002.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -340626.593750 Penalty: 9277.575195
	Iteration 1F: 3 clusters Score -340626.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -340894.718750 Penalty: 9277.575195
	Iteration 2F: 3 clusters Score -340894.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -341109.875000 Penalty: 9277.575195
	Iteration 3Q: 3 clusters Score -341109.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -341271.031250 Penalty: 9277.575195
	Iteration 4Q: 3 clusters Score -341271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -341396.625000 Penalty: 9277.575195
	Iteration 5Q: 3 clusters Score -341396.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -341512.750000 Penalty: 9277.575195
	Iteration 6Q: 3 clusters Score -341512.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -341619.750000 Penalty: 9277.575195
	Iteration 7Q: 3 clusters Score -341619.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -341710.687500 Penalty: 9277.575195
	Iteration 8Q: 3 clusters Score -341710.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -341792.843750 Penalty: 9277.575195
	Iteration 9Q: 3 clusters Score -341792.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -341928.250000 Penalty: 9277.575195
	Iteration 10Q: 3 clusters Score -341928.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -342105.718750 Penalty: 9277.575195
	Iteration 11Q: 3 clusters Score -342105.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -342410.437500 Penalty: 9277.575195
	Iteration 12Q: 3 clusters Score -342410.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342733.125000 Penalty: 9277.575195
	Iteration 13Q: 3 clusters Score -342733.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -343002.656250 Penalty: 9277.575195
	Iteration 14Q: 3 clusters Score -343002.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -343205.687500 Penalty: 9277.575195
	Iteration 15Q: 3 clusters Score -343205.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -343361.906250 Penalty: 9277.575195
	Iteration 16Q: 3 clusters Score -343361.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -343492.218750 Penalty: 9277.575195
	Iteration 17Q: 3 clusters Score -343492.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -343581.937500 Penalty: 9277.575195
	Iteration 18Q: 3 clusters Score -343581.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -343653.312500 Penalty: 9277.575195
	Iteration 19Q: 3 clusters Score -343653.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -343725.312500 Penalty: 9277.575195
	Iteration 20F: 3 clusters Score -343725.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -343777.156250 Penalty: 9277.575195
	Iteration 21Q: 3 clusters Score -343777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -343798.218750 Penalty: 9277.575195
	Iteration 22Q: 3 clusters Score -343798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -343798.218750 Penalty: 9277.575195
	Iteration 23F: 3 clusters Score -343798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Entering Unmasked Estep 
Score: -9263181.000000 Penalty: 6635.544922
	Iteration 0F: 2 clusters Score -9263181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9226999.000000 Penalty: 13271.089844
	Iteration 0F: 3 clusters Score -9226999 nChanged 22473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -9239002.000000 Penalty: 13271.089844
	Iteration 1F: 3 clusters Score -9239002 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -9239964.000000 Penalty: 13271.089844
	Iteration 2F: 3 clusters Score -9239964 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -9240720.000000 Penalty: 13271.089844
	Iteration 3Q: 3 clusters Score -9240720 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -9241466.000000 Penalty: 13271.089844
	Iteration 4Q: 3 clusters Score -9241466 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -9242178.000000 Penalty: 13271.089844
	Iteration 5Q: 3 clusters Score -9242178 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -9242934.000000 Penalty: 13271.089844
	Iteration 6Q: 3 clusters Score -9242934 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -9243894.000000 Penalty: 13271.089844
	Iteration 7Q: 3 clusters Score -9243894 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -9245034.000000 Penalty: 13271.089844
	Iteration 8Q: 3 clusters Score -9245034 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -9246429.000000 Penalty: 13271.089844
	Iteration 9Q: 3 clusters Score -9246429 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -9247833.000000 Penalty: 13271.089844
	Iteration 10F: 3 clusters Score -9247833 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -9249310.000000 Penalty: 13271.089844
	Iteration 11Q: 3 clusters Score -9249310 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -9250715.000000 Penalty: 13271.089844
	Iteration 12Q: 3 clusters Score -9250715 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -9252052.000000 Penalty: 13271.089844
	Iteration 13Q: 3 clusters Score -9252052 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9253261.000000 Penalty: 13271.089844
	Iteration 14Q: 3 clusters Score -9253261 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -9254402.000000 Penalty: 13271.089844
	Iteration 15Q: 3 clusters Score -9254402 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -9255366.000000 Penalty: 13271.089844
	Iteration 16Q: 3 clusters Score -9255366 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -9255992.000000 Penalty: 13271.089844
	Iteration 17Q: 3 clusters Score -9255992 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -9256441.000000 Penalty: 13271.089844
	Iteration 18Q: 3 clusters Score -9256441 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -9256698.000000 Penalty: 13271.089844
	Iteration 19Q: 3 clusters Score -9256698 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -9256911.000000 Penalty: 13271.089844
	Iteration 20F: 3 clusters Score -9256911 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -9257044.000000 Penalty: 13271.089844
	Iteration 21Q: 3 clusters Score -9257044 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -9257153.000000 Penalty: 13271.089844
	Iteration 22Q: 3 clusters Score -9257153 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9257264.000000 Penalty: 13271.089844
	Iteration 23Q: 3 clusters Score -9257264 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9257339.000000 Penalty: 13271.089844
	Iteration 24Q: 3 clusters Score -9257339 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -9257368.000000 Penalty: 13271.089844
	Iteration 25Q: 3 clusters Score -9257368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -9257402.000000 Penalty: 13271.089844
	Iteration 26Q: 3 clusters Score -9257402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -9257491.000000 Penalty: 13271.089844
	Iteration 27Q: 3 clusters Score -9257491 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9257569.000000 Penalty: 13271.089844
	Iteration 28Q: 3 clusters Score -9257569 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -9257703.000000 Penalty: 13271.089844
	Iteration 29Q: 3 clusters Score -9257703 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -9257794.000000 Penalty: 13271.089844
	Iteration 30Q: 3 clusters Score -9257794 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -9257930.000000 Penalty: 13271.089844
	Iteration 31Q: 3 clusters Score -9257930 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -9258071.000000 Penalty: 13271.089844
	Iteration 32Q: 3 clusters Score -9258071 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -9258198.000000 Penalty: 13271.089844
	Iteration 33Q: 3 clusters Score -9258198 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -9258343.000000 Penalty: 13271.089844
	Iteration 34Q: 3 clusters Score -9258343 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -9258443.000000 Penalty: 13271.089844
	Iteration 35Q: 3 clusters Score -9258443 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -9258556.000000 Penalty: 13271.089844
	Iteration 36Q: 3 clusters Score -9258556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -9258640.000000 Penalty: 13271.089844
	Iteration 37Q: 3 clusters Score -9258640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -9258703.000000 Penalty: 13271.089844
	Iteration 38Q: 3 clusters Score -9258703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -9258764.000000 Penalty: 13271.089844
	Iteration 39Q: 3 clusters Score -9258764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -9258826.000000 Penalty: 13271.089844
	Iteration 40F: 3 clusters Score -9258826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -9258852.000000 Penalty: 13271.089844
	Iteration 41Q: 3 clusters Score -9258852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -9258870.000000 Penalty: 13271.089844
	Iteration 42Q: 3 clusters Score -9258870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9258881.000000 Penalty: 13271.089844
	Iteration 43Q: 3 clusters Score -9258881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -9258882.000000 Penalty: 13271.089844
	Iteration 44Q: 3 clusters Score -9258882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -9258884.000000 Penalty: 13271.089844
	Iteration 45Q: 3 clusters Score -9258884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -9258889.000000 Penalty: 13271.089844
	Iteration 46Q: 3 clusters Score -9258889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -9258881.000000 Penalty: 13271.089844
	Iteration 47Q: 3 clusters Score -9258881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -9258887.000000 Penalty: 13271.089844
	Iteration 48Q: 3 clusters Score -9258887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -9258889.000000 Penalty: 13271.089844
	Iteration 49Q: 3 clusters Score -9258889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9258887.000000 Penalty: 13271.089844
	Iteration 50Q: 3 clusters Score -9258887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -9258889.000000 Penalty: 13271.089844
	Iteration 51Q: 3 clusters Score -9258889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -9258891.000000 Penalty: 13271.089844
	Iteration 52Q: 3 clusters Score -9258891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -9258888.000000 Penalty: 13271.089844
	Iteration 53Q: 3 clusters Score -9258888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -9258888.000000 Penalty: 13271.089844
	Iteration 54F: 3 clusters Score -9258888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -1362086.375000 Penalty: 5484.420898
	Iteration 0F: 2 clusters Score -1362086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1353265.750000 Penalty: 10968.841797
	Iteration 0F: 3 clusters Score -1353266 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1354955.625000 Penalty: 10968.841797
	Iteration 1F: 3 clusters Score -1354956 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1355391.500000 Penalty: 10968.841797
	Iteration 2F: 3 clusters Score -1355392 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1355636.250000 Penalty: 10968.841797
	Iteration 3Q: 3 clusters Score -1355636 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1355823.375000 Penalty: 10968.841797
	Iteration 4Q: 3 clusters Score -1355823 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1355973.000000 Penalty: 10968.841797
	Iteration 5Q: 3 clusters Score -1355973 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1356126.000000 Penalty: 10968.841797
	Iteration 6Q: 3 clusters Score -1356126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1356278.250000 Penalty: 10968.841797
	Iteration 7Q: 3 clusters Score -1356278 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1356432.250000 Penalty: 10968.841797
	Iteration 8Q: 3 clusters Score -1356432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1356601.125000 Penalty: 10968.841797
	Iteration 9Q: 3 clusters Score -1356601 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1356753.875000 Penalty: 10968.841797
	Iteration 10Q: 3 clusters Score -1356754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1356895.000000 Penalty: 10968.841797
	Iteration 11Q: 3 clusters Score -1356895 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1357062.000000 Penalty: 10968.841797
	Iteration 12Q: 3 clusters Score -1357062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1357269.875000 Penalty: 10968.841797
	Iteration 13Q: 3 clusters Score -1357270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1357472.375000 Penalty: 10968.841797
	Iteration 14Q: 3 clusters Score -1357472 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1357632.875000 Penalty: 10968.841797
	Iteration 15Q: 3 clusters Score -1357633 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1357786.500000 Penalty: 10968.841797
	Iteration 16Q: 3 clusters Score -1357786 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1357912.875000 Penalty: 10968.841797
	Iteration 17Q: 3 clusters Score -1357913 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1358033.000000 Penalty: 10968.841797
	Iteration 18Q: 3 clusters Score -1358033 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1358138.500000 Penalty: 10968.841797
	Iteration 19Q: 3 clusters Score -1358138 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1358252.625000 Penalty: 10968.841797
	Iteration 20F: 3 clusters Score -1358253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1358340.750000 Penalty: 10968.841797
	Iteration 21Q: 3 clusters Score -1358341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1358415.750000 Penalty: 10968.841797
	Iteration 22Q: 3 clusters Score -1358416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1358492.000000 Penalty: 10968.841797
	Iteration 23Q: 3 clusters Score -1358492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1358564.125000 Penalty: 10968.841797
	Iteration 24Q: 3 clusters Score -1358564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1358652.875000 Penalty: 10968.841797
	Iteration 25Q: 3 clusters Score -1358653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1358736.875000 Penalty: 10968.841797
	Iteration 26Q: 3 clusters Score -1358737 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1358831.250000 Penalty: 10968.841797
	Iteration 27Q: 3 clusters Score -1358831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1358920.750000 Penalty: 10968.841797
	Iteration 28Q: 3 clusters Score -1358921 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1359010.625000 Penalty: 10968.841797
	Iteration 29Q: 3 clusters Score -1359011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1359084.500000 Penalty: 10968.841797
	Iteration 30Q: 3 clusters Score -1359084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1359167.500000 Penalty: 10968.841797
	Iteration 31Q: 3 clusters Score -1359168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1359251.750000 Penalty: 10968.841797
	Iteration 32Q: 3 clusters Score -1359252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1359333.625000 Penalty: 10968.841797
	Iteration 33Q: 3 clusters Score -1359334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1359385.000000 Penalty: 10968.841797
	Iteration 34Q: 3 clusters Score -1359385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1359415.250000 Penalty: 10968.841797
	Iteration 35Q: 3 clusters Score -1359415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1359431.125000 Penalty: 10968.841797
	Iteration 36Q: 3 clusters Score -1359431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1359442.000000 Penalty: 10968.841797
	Iteration 37Q: 3 clusters Score -1359442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1359453.000000 Penalty: 10968.841797
	Iteration 38Q: 3 clusters Score -1359453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1359465.625000 Penalty: 10968.841797
	Iteration 39Q: 3 clusters Score -1359466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1359469.375000 Penalty: 10968.841797
	Iteration 40F: 3 clusters Score -1359469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1359470.125000 Penalty: 10968.841797
	Iteration 41Q: 3 clusters Score -1359470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1359470.125000 Penalty: 10968.841797
	Iteration 42Q: 3 clusters Score -1359470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1359471.250000 Penalty: 10968.841797
	Iteration 43Q: 3 clusters Score -1359471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1359472.500000 Penalty: 10968.841797
	Iteration 44Q: 3 clusters Score -1359472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1359473.875000 Penalty: 10968.841797
	Iteration 45Q: 3 clusters Score -1359474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1359477.125000 Penalty: 10968.841797
	Iteration 46Q: 3 clusters Score -1359477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1359477.500000 Penalty: 10968.841797
	Iteration 47Q: 3 clusters Score -1359478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1359482.250000 Penalty: 10968.841797
	Iteration 48Q: 3 clusters Score -1359482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1359488.375000 Penalty: 10968.841797
	Iteration 49Q: 3 clusters Score -1359488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1359490.125000 Penalty: 10968.841797
	Iteration 50Q: 3 clusters Score -1359490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1359490.750000 Penalty: 10968.841797
	Iteration 51Q: 3 clusters Score -1359491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1359493.375000 Penalty: 10968.841797
	Iteration 52Q: 3 clusters Score -1359493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1359496.250000 Penalty: 10968.841797
	Iteration 53Q: 3 clusters Score -1359496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1359494.125000 Penalty: 10968.841797
	Iteration 54Q: 3 clusters Score -1359494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1359495.875000 Penalty: 10968.841797
	Iteration 55Q: 3 clusters Score -1359496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1359496.875000 Penalty: 10968.841797
	Iteration 56Q: 3 clusters Score -1359497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1359500.875000 Penalty: 10968.841797
	Iteration 57Q: 3 clusters Score -1359501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1359499.500000 Penalty: 10968.841797
	Iteration 58Q: 3 clusters Score -1359500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1359499.500000 Penalty: 10968.841797
	Iteration 59F: 3 clusters Score -1359500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Entering Unmasked Estep 
Score: -11543400.000000 Penalty: 6775.524902
	Iteration 0F: 2 clusters Score -1.15434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -11498746.000000 Penalty: 13551.049805
	Iteration 0F: 3 clusters Score -1.149875e+07 nChanged 28358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -11514013.000000 Penalty: 13551.049805
	Iteration 1F: 3 clusters Score -1.151401e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -11514826.000000 Penalty: 13551.049805
	Iteration 2Q: 3 clusters Score -1.151483e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -11515522.000000 Penalty: 13551.049805
	Iteration 3Q: 3 clusters Score -1.151552e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -11516018.000000 Penalty: 13551.049805
	Iteration 4Q: 3 clusters Score -1.151602e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -11516564.000000 Penalty: 13551.049805
	Iteration 5Q: 3 clusters Score -1.151656e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -11517017.000000 Penalty: 13551.049805
	Iteration 6Q: 3 clusters Score -1.151702e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -11517642.000000 Penalty: 13551.049805
	Iteration 7Q: 3 clusters Score -1.151764e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -11518303.000000 Penalty: 13551.049805
	Iteration 8Q: 3 clusters Score -1.15183e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -11519256.000000 Penalty: 13551.049805
	Iteration 9Q: 3 clusters Score -1.151926e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -11520569.000000 Penalty: 13551.049805
	Iteration 10Q: 3 clusters Score -1.152057e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -11522534.000000 Penalty: 13551.049805
	Iteration 11F: 3 clusters Score -1.152253e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -11525276.000000 Penalty: 13551.049805
	Iteration 12F: 3 clusters Score -1.152528e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -11528745.000000 Penalty: 13551.049805
	Iteration 13F: 3 clusters Score -1.152874e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -11532159.000000 Penalty: 13551.049805
	Iteration 14F: 3 clusters Score -1.153216e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -11534698.000000 Penalty: 13551.049805
	Iteration 15Q: 3 clusters Score -1.15347e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11535990.000000 Penalty: 13551.049805
	Iteration 16Q: 3 clusters Score -1.153599e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11536591.000000 Penalty: 13551.049805
	Iteration 17Q: 3 clusters Score -1.153659e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11536934.000000 Penalty: 13551.049805
	Iteration 18Q: 3 clusters Score -1.153693e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11537152.000000 Penalty: 13551.049805
	Iteration 19Q: 3 clusters Score -1.153715e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11537250.000000 Penalty: 13551.049805
	Iteration 20F: 3 clusters Score -1.153725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11537337.000000 Penalty: 13551.049805
	Iteration 21Q: 3 clusters Score -1.153734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11537378.000000 Penalty: 13551.049805
	Iteration 22Q: 3 clusters Score -1.153738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11537411.000000 Penalty: 13551.049805
	Iteration 23Q: 3 clusters Score -1.153741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11537425.000000 Penalty: 13551.049805
	Iteration 24Q: 3 clusters Score -1.153742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11537434.000000 Penalty: 13551.049805
	Iteration 25Q: 3 clusters Score -1.153743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11537443.000000 Penalty: 13551.049805
	Iteration 26Q: 3 clusters Score -1.153744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11537460.000000 Penalty: 13551.049805
	Iteration 27Q: 3 clusters Score -1.153746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11537468.000000 Penalty: 13551.049805
	Iteration 28Q: 3 clusters Score -1.153747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11537461.000000 Penalty: 13551.049805
	Iteration 29Q: 3 clusters Score -1.153746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11537467.000000 Penalty: 13551.049805
	Iteration 30Q: 3 clusters Score -1.153747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11537478.000000 Penalty: 13551.049805
	Iteration 31Q: 3 clusters Score -1.153748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11537490.000000 Penalty: 13551.049805
	Iteration 32Q: 3 clusters Score -1.153749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -11537491.000000 Penalty: 13551.049805
	Iteration 33Q: 3 clusters Score -1.153749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11537491.000000 Penalty: 13551.049805
	Iteration 34Q: 3 clusters Score -1.153749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11537489.000000 Penalty: 13551.049805
	Iteration 35Q: 3 clusters Score -1.153749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11537494.000000 Penalty: 13551.049805
	Iteration 36Q: 3 clusters Score -1.153749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11537493.000000 Penalty: 13551.049805
	Iteration 37Q: 3 clusters Score -1.153749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11537493.000000 Penalty: 13551.049805
	Iteration 38F: 3 clusters Score -1.153749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -379281.031250 Penalty: 4732.575195
	Iteration 0F: 2 clusters Score -379281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -374189.656250 Penalty: 9465.150391
	Iteration 0F: 3 clusters Score -374189.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -374981.031250 Penalty: 9465.150391
	Iteration 1F: 3 clusters Score -374981 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -375336.906250 Penalty: 9465.150391
	Iteration 2F: 3 clusters Score -375336.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -375674.656250 Penalty: 9465.150391
	Iteration 3F: 3 clusters Score -375674.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -376022.406250 Penalty: 9465.150391
	Iteration 4F: 3 clusters Score -376022.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -376343.718750 Penalty: 9465.150391
	Iteration 5F: 3 clusters Score -376343.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -376594.812500 Penalty: 9465.150391
	Iteration 6F: 3 clusters Score -376594.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376738.312500 Penalty: 9465.150391
	Iteration 7Q: 3 clusters Score -376738.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -376865.562500 Penalty: 9465.150391
	Iteration 8Q: 3 clusters Score -376865.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -376977.843750 Penalty: 9465.150391
	Iteration 9Q: 3 clusters Score -376977.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -377061.125000 Penalty: 9465.150391
	Iteration 10Q: 3 clusters Score -377061.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -377117.468750 Penalty: 9465.150391
	Iteration 11Q: 3 clusters Score -377117.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -377146.187500 Penalty: 9465.150391
	Iteration 12Q: 3 clusters Score -377146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -377168.531250 Penalty: 9465.150391
	Iteration 13Q: 3 clusters Score -377168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -377180.656250 Penalty: 9465.150391
	Iteration 14Q: 3 clusters Score -377180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -377186.312500 Penalty: 9465.150391
	Iteration 15Q: 3 clusters Score -377186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -377193.593750 Penalty: 9465.150391
	Iteration 16Q: 3 clusters Score -377193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -377203.187500 Penalty: 9465.150391
	Iteration 17Q: 3 clusters Score -377203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -377206.906250 Penalty: 9465.150391
	Iteration 18Q: 3 clusters Score -377206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -377208.187500 Penalty: 9465.150391
	Iteration 19Q: 3 clusters Score -377208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -377211.625000 Penalty: 9465.150391
	Iteration 20F: 3 clusters Score -377211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -377214.718750 Penalty: 9465.150391
	Iteration 21Q: 3 clusters Score -377214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -377220.875000 Penalty: 9465.150391
	Iteration 22Q: 3 clusters Score -377220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -377224.062500 Penalty: 9465.150391
	Iteration 23Q: 3 clusters Score -377224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -377229.062500 Penalty: 9465.150391
	Iteration 24Q: 3 clusters Score -377229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -377229.062500 Penalty: 9465.150391
	Iteration 25F: 3 clusters Score -377229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -122851.789062 Penalty: 4138.621094
	Iteration 0F: 2 clusters Score -122851.8 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 434 members 
Entering Unmasked Estep 
Score: -119286.750000 Penalty: 8277.242188
	Iteration 0F: 3 clusters Score -119286.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119839.039062 Penalty: 8277.242188
	Iteration 1F: 3 clusters Score -119839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -120123.085938 Penalty: 8277.242188
	Iteration 2F: 3 clusters Score -120123.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -120246.046875 Penalty: 8277.242188
	Iteration 3Q: 3 clusters Score -120246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120376.546875 Penalty: 8277.242188
	Iteration 4Q: 3 clusters Score -120376.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -120503.390625 Penalty: 8277.242188
	Iteration 5Q: 3 clusters Score -120503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -120574.867188 Penalty: 8277.242188
	Iteration 6Q: 3 clusters Score -120574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -120689.914062 Penalty: 8277.242188
	Iteration 7Q: 3 clusters Score -120689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -120761.429688 Penalty: 8277.242188
	Iteration 8Q: 3 clusters Score -120761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -120784.109375 Penalty: 8277.242188
	Iteration 9Q: 3 clusters Score -120784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -120800.867188 Penalty: 8277.242188
	Iteration 10Q: 3 clusters Score -120800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -120816.898438 Penalty: 8277.242188
	Iteration 11Q: 3 clusters Score -120816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -120838.867188 Penalty: 8277.242188
	Iteration 12Q: 3 clusters Score -120838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -120857.046875 Penalty: 8277.242188
	Iteration 13Q: 3 clusters Score -120857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -120884.156250 Penalty: 8277.242188
	Iteration 14Q: 3 clusters Score -120884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -120889.875000 Penalty: 8277.242188
	Iteration 15Q: 3 clusters Score -120889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -120893.468750 Penalty: 8277.242188
	Iteration 16Q: 3 clusters Score -120893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120894.843750 Penalty: 8277.242188
	Iteration 17Q: 3 clusters Score -120894.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120895.179688 Penalty: 8277.242188
	Iteration 18F: 3 clusters Score -120895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -120914.429688 Penalty: 8277.242188
	Iteration 19Q: 3 clusters Score -120914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -120928.171875 Penalty: 8277.242188
	Iteration 20F: 3 clusters Score -120928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -120948.578125 Penalty: 8277.242188
	Iteration 21Q: 3 clusters Score -120948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -120955.203125 Penalty: 8277.242188
	Iteration 22Q: 3 clusters Score -120955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -120955.203125 Penalty: 8277.242188
	Iteration 23F: 3 clusters Score -120955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -2033425.625000 Penalty: 5714.726562
	Iteration 0F: 2 clusters Score -2033426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2022386.375000 Penalty: 11429.453125
	Iteration 0F: 3 clusters Score -2022386 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2024702.375000 Penalty: 11429.453125
	Iteration 1F: 3 clusters Score -2024702 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2025261.125000 Penalty: 11429.453125
	Iteration 2F: 3 clusters Score -2025261 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2025570.625000 Penalty: 11429.453125
	Iteration 3F: 3 clusters Score -2025571 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2025802.375000 Penalty: 11429.453125
	Iteration 4Q: 3 clusters Score -2025802 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2026029.250000 Penalty: 11429.453125
	Iteration 5Q: 3 clusters Score -2026029 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2026286.625000 Penalty: 11429.453125
	Iteration 6Q: 3 clusters Score -2026287 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2026561.875000 Penalty: 11429.453125
	Iteration 7Q: 3 clusters Score -2026562 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2026845.375000 Penalty: 11429.453125
	Iteration 8Q: 3 clusters Score -2026845 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2027178.375000 Penalty: 11429.453125
	Iteration 9Q: 3 clusters Score -2027178 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2027515.250000 Penalty: 11429.453125
	Iteration 10Q: 3 clusters Score -2027515 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2027864.625000 Penalty: 11429.453125
	Iteration 11Q: 3 clusters Score -2027865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2028191.125000 Penalty: 11429.453125
	Iteration 12Q: 3 clusters Score -2028191 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2028407.500000 Penalty: 11429.453125
	Iteration 13Q: 3 clusters Score -2028408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2028552.625000 Penalty: 11429.453125
	Iteration 14Q: 3 clusters Score -2028553 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2028665.375000 Penalty: 11429.453125
	Iteration 15Q: 3 clusters Score -2028665 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2028732.500000 Penalty: 11429.453125
	Iteration 16Q: 3 clusters Score -2028732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2028781.625000 Penalty: 11429.453125
	Iteration 17Q: 3 clusters Score -2028782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2028818.125000 Penalty: 11429.453125
	Iteration 18Q: 3 clusters Score -2028818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2028837.375000 Penalty: 11429.453125
	Iteration 19Q: 3 clusters Score -2028837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2028860.125000 Penalty: 11429.453125
	Iteration 20F: 3 clusters Score -2028860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2028867.375000 Penalty: 11429.453125
	Iteration 21Q: 3 clusters Score -2028867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2028877.875000 Penalty: 11429.453125
	Iteration 22Q: 3 clusters Score -2028878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2028884.125000 Penalty: 11429.453125
	Iteration 23Q: 3 clusters Score -2028884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2028903.625000 Penalty: 11429.453125
	Iteration 24Q: 3 clusters Score -2028904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2028914.500000 Penalty: 11429.453125
	Iteration 25Q: 3 clusters Score -2028914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2028922.250000 Penalty: 11429.453125
	Iteration 26Q: 3 clusters Score -2028922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2028935.375000 Penalty: 11429.453125
	Iteration 27Q: 3 clusters Score -2028935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2028943.000000 Penalty: 11429.453125
	Iteration 28Q: 3 clusters Score -2028943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2028945.750000 Penalty: 11429.453125
	Iteration 29Q: 3 clusters Score -2028946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2028950.875000 Penalty: 11429.453125
	Iteration 30Q: 3 clusters Score -2028951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2028952.500000 Penalty: 11429.453125
	Iteration 31Q: 3 clusters Score -2028952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2028952.000000 Penalty: 11429.453125
	Iteration 32Q: 3 clusters Score -2028952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2028951.375000 Penalty: 11429.453125
	Iteration 33Q: 3 clusters Score -2028951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2028954.875000 Penalty: 11429.453125
	Iteration 34Q: 3 clusters Score -2028955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2028955.000000 Penalty: 11429.453125
	Iteration 35Q: 3 clusters Score -2028955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2028954.500000 Penalty: 11429.453125
	Iteration 36Q: 3 clusters Score -2028954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2028956.500000 Penalty: 11429.453125
	Iteration 37Q: 3 clusters Score -2028956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2028956.875000 Penalty: 11429.453125
	Iteration 38Q: 3 clusters Score -2028957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2028958.750000 Penalty: 11429.453125
	Iteration 39Q: 3 clusters Score -2028959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2028957.375000 Penalty: 11429.453125
	Iteration 40F: 3 clusters Score -2028957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2028956.250000 Penalty: 11429.453125
	Iteration 41Q: 3 clusters Score -2028956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2028959.000000 Penalty: 11429.453125
	Iteration 42Q: 3 clusters Score -2028959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2028956.625000 Penalty: 11429.453125
	Iteration 43Q: 3 clusters Score -2028957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2028956.375000 Penalty: 11429.453125
	Iteration 44Q: 3 clusters Score -2028956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2028957.000000 Penalty: 11429.453125
	Iteration 45Q: 3 clusters Score -2028957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2028956.000000 Penalty: 11429.453125
	Iteration 46Q: 3 clusters Score -2028956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2028959.250000 Penalty: 11429.453125
	Iteration 47Q: 3 clusters Score -2028959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2028962.500000 Penalty: 11429.453125
	Iteration 48Q: 3 clusters Score -2028962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2028959.625000 Penalty: 11429.453125
	Iteration 49Q: 3 clusters Score -2028960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2028959.625000 Penalty: 11429.453125
	Iteration 50F: 3 clusters Score -2028960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Entering Unmasked Estep 
Score: -1379347.000000 Penalty: 5511.510254
	Iteration 0F: 2 clusters Score -1379347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1370351.500000 Penalty: 11023.020508
	Iteration 0F: 3 clusters Score -1370352 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1372162.750000 Penalty: 11023.020508
	Iteration 1F: 3 clusters Score -1372163 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1372581.000000 Penalty: 11023.020508
	Iteration 2F: 3 clusters Score -1372581 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1372826.875000 Penalty: 11023.020508
	Iteration 3Q: 3 clusters Score -1372827 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1373023.875000 Penalty: 11023.020508
	Iteration 4Q: 3 clusters Score -1373024 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1373152.500000 Penalty: 11023.020508
	Iteration 5Q: 3 clusters Score -1373152 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1373240.125000 Penalty: 11023.020508
	Iteration 6Q: 3 clusters Score -1373240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1373316.125000 Penalty: 11023.020508
	Iteration 7Q: 3 clusters Score -1373316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1373388.000000 Penalty: 11023.020508
	Iteration 8Q: 3 clusters Score -1373388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1373447.750000 Penalty: 11023.020508
	Iteration 9Q: 3 clusters Score -1373448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1373522.625000 Penalty: 11023.020508
	Iteration 10Q: 3 clusters Score -1373523 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1373601.875000 Penalty: 11023.020508
	Iteration 11Q: 3 clusters Score -1373602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1373671.125000 Penalty: 11023.020508
	Iteration 12Q: 3 clusters Score -1373671 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1373733.125000 Penalty: 11023.020508
	Iteration 13Q: 3 clusters Score -1373733 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1373808.750000 Penalty: 11023.020508
	Iteration 14Q: 3 clusters Score -1373809 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1373873.000000 Penalty: 11023.020508
	Iteration 15Q: 3 clusters Score -1373873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1373943.500000 Penalty: 11023.020508
	Iteration 16Q: 3 clusters Score -1373944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1374002.875000 Penalty: 11023.020508
	Iteration 17Q: 3 clusters Score -1374003 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1374055.375000 Penalty: 11023.020508
	Iteration 18Q: 3 clusters Score -1374055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1374106.750000 Penalty: 11023.020508
	Iteration 19Q: 3 clusters Score -1374107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1374159.125000 Penalty: 11023.020508
	Iteration 20F: 3 clusters Score -1374159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1374204.250000 Penalty: 11023.020508
	Iteration 21Q: 3 clusters Score -1374204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1374242.875000 Penalty: 11023.020508
	Iteration 22Q: 3 clusters Score -1374243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1374274.250000 Penalty: 11023.020508
	Iteration 23Q: 3 clusters Score -1374274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1374306.875000 Penalty: 11023.020508
	Iteration 24Q: 3 clusters Score -1374307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1374344.500000 Penalty: 11023.020508
	Iteration 25Q: 3 clusters Score -1374344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1374372.500000 Penalty: 11023.020508
	Iteration 26Q: 3 clusters Score -1374372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1374393.500000 Penalty: 11023.020508
	Iteration 27Q: 3 clusters Score -1374394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1374410.750000 Penalty: 11023.020508
	Iteration 28Q: 3 clusters Score -1374411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1374430.875000 Penalty: 11023.020508
	Iteration 29Q: 3 clusters Score -1374431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1374450.875000 Penalty: 11023.020508
	Iteration 30Q: 3 clusters Score -1374451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1374473.125000 Penalty: 11023.020508
	Iteration 31Q: 3 clusters Score -1374473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1374497.750000 Penalty: 11023.020508
	Iteration 32Q: 3 clusters Score -1374498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1374508.750000 Penalty: 11023.020508
	Iteration 33Q: 3 clusters Score -1374509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1374524.250000 Penalty: 11023.020508
	Iteration 34Q: 3 clusters Score -1374524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1374532.500000 Penalty: 11023.020508
	Iteration 35Q: 3 clusters Score -1374532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1374547.250000 Penalty: 11023.020508
	Iteration 36Q: 3 clusters Score -1374547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1374557.250000 Penalty: 11023.020508
	Iteration 37Q: 3 clusters Score -1374557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1374568.875000 Penalty: 11023.020508
	Iteration 38Q: 3 clusters Score -1374569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1374578.625000 Penalty: 11023.020508
	Iteration 39Q: 3 clusters Score -1374579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1374588.125000 Penalty: 11023.020508
	Iteration 40F: 3 clusters Score -1374588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1374595.375000 Penalty: 11023.020508
	Iteration 41Q: 3 clusters Score -1374595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1374598.625000 Penalty: 11023.020508
	Iteration 42Q: 3 clusters Score -1374599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1374600.375000 Penalty: 11023.020508
	Iteration 43Q: 3 clusters Score -1374600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1374601.125000 Penalty: 11023.020508
	Iteration 44Q: 3 clusters Score -1374601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1374608.500000 Penalty: 11023.020508
	Iteration 45Q: 3 clusters Score -1374608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1374607.375000 Penalty: 11023.020508
	Iteration 46Q: 3 clusters Score -1374607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1374615.625000 Penalty: 11023.020508
	Iteration 47Q: 3 clusters Score -1374616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1374618.750000 Penalty: 11023.020508
	Iteration 48Q: 3 clusters Score -1374619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1374623.000000 Penalty: 11023.020508
	Iteration 49Q: 3 clusters Score -1374623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1374625.875000 Penalty: 11023.020508
	Iteration 50Q: 3 clusters Score -1374626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1374629.750000 Penalty: 11023.020508
	Iteration 51Q: 3 clusters Score -1374630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1374634.750000 Penalty: 11023.020508
	Iteration 52Q: 3 clusters Score -1374635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1374638.750000 Penalty: 11023.020508
	Iteration 53Q: 3 clusters Score -1374639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1374642.375000 Penalty: 11023.020508
	Iteration 54Q: 3 clusters Score -1374642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1374648.000000 Penalty: 11023.020508
	Iteration 55Q: 3 clusters Score -1374648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1374654.500000 Penalty: 11023.020508
	Iteration 56Q: 3 clusters Score -1374654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1374658.500000 Penalty: 11023.020508
	Iteration 57Q: 3 clusters Score -1374658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1374660.375000 Penalty: 11023.020508
	Iteration 58Q: 3 clusters Score -1374660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1374657.625000 Penalty: 11023.020508
	Iteration 59Q: 3 clusters Score -1374658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1374662.250000 Penalty: 11023.020508
	Iteration 60F: 3 clusters Score -1374662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1374662.500000 Penalty: 11023.020508
	Iteration 61Q: 3 clusters Score -1374662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1374664.750000 Penalty: 11023.020508
	Iteration 62Q: 3 clusters Score -1374665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1374665.625000 Penalty: 11023.020508
	Iteration 63Q: 3 clusters Score -1374666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1374665.375000 Penalty: 11023.020508
	Iteration 64Q: 3 clusters Score -1374665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1374665.375000 Penalty: 11023.020508
	Iteration 65F: 3 clusters Score -1374665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Entering Unmasked Estep 
Score: -6339060.000000 Penalty: 6401.628418
	Iteration 0F: 2 clusters Score -6339060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -6313371.000000 Penalty: 12803.256836
	Iteration 0F: 3 clusters Score -6313371 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6321017.500000 Penalty: 12803.256836
	Iteration 1F: 3 clusters Score -6321018 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -6321763.500000 Penalty: 12803.256836
	Iteration 2F: 3 clusters Score -6321764 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -6322320.500000 Penalty: 12803.256836
	Iteration 3Q: 3 clusters Score -6322320 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6322853.500000 Penalty: 12803.256836
	Iteration 4Q: 3 clusters Score -6322854 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -6323325.500000 Penalty: 12803.256836
	Iteration 5Q: 3 clusters Score -6323326 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6323858.500000 Penalty: 12803.256836
	Iteration 6Q: 3 clusters Score -6323858 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -6324440.000000 Penalty: 12803.256836
	Iteration 7Q: 3 clusters Score -6324440 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6325272.500000 Penalty: 12803.256836
	Iteration 8Q: 3 clusters Score -6325272 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6326246.500000 Penalty: 12803.256836
	Iteration 9Q: 3 clusters Score -6326246 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -6327339.500000 Penalty: 12803.256836
	Iteration 10F: 3 clusters Score -6327340 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6328514.500000 Penalty: 12803.256836
	Iteration 11Q: 3 clusters Score -6328514 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -6329573.000000 Penalty: 12803.256836
	Iteration 12Q: 3 clusters Score -6329573 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -6330502.000000 Penalty: 12803.256836
	Iteration 13Q: 3 clusters Score -6330502 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -6331344.000000 Penalty: 12803.256836
	Iteration 14Q: 3 clusters Score -6331344 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -6332045.500000 Penalty: 12803.256836
	Iteration 15Q: 3 clusters Score -6332046 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -6332618.500000 Penalty: 12803.256836
	Iteration 16Q: 3 clusters Score -6332618 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -6333007.000000 Penalty: 12803.256836
	Iteration 17Q: 3 clusters Score -6333007 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -6333229.000000 Penalty: 12803.256836
	Iteration 18Q: 3 clusters Score -6333229 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -6333417.500000 Penalty: 12803.256836
	Iteration 19Q: 3 clusters Score -6333418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6333511.500000 Penalty: 12803.256836
	Iteration 20F: 3 clusters Score -6333512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -6333577.500000 Penalty: 12803.256836
	Iteration 21Q: 3 clusters Score -6333578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6333643.500000 Penalty: 12803.256836
	Iteration 22Q: 3 clusters Score -6333644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -6333683.000000 Penalty: 12803.256836
	Iteration 23Q: 3 clusters Score -6333683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -6333701.500000 Penalty: 12803.256836
	Iteration 24Q: 3 clusters Score -6333702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -6333727.000000 Penalty: 12803.256836
	Iteration 25Q: 3 clusters Score -6333727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -6333750.500000 Penalty: 12803.256836
	Iteration 26Q: 3 clusters Score -6333750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -6333764.000000 Penalty: 12803.256836
	Iteration 27Q: 3 clusters Score -6333764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6333787.500000 Penalty: 12803.256836
	Iteration 28Q: 3 clusters Score -6333788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -6333793.500000 Penalty: 12803.256836
	Iteration 29Q: 3 clusters Score -6333794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6333808.000000 Penalty: 12803.256836
	Iteration 30Q: 3 clusters Score -6333808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -6333798.500000 Penalty: 12803.256836
	Iteration 31Q: 3 clusters Score -6333798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6333805.500000 Penalty: 12803.256836
	Iteration 32Q: 3 clusters Score -6333806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -6333806.000000 Penalty: 12803.256836
	Iteration 33Q: 3 clusters Score -6333806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6333812.000000 Penalty: 12803.256836
	Iteration 34Q: 3 clusters Score -6333812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -6333808.000000 Penalty: 12803.256836
	Iteration 35Q: 3 clusters Score -6333808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6333816.000000 Penalty: 12803.256836
	Iteration 36Q: 3 clusters Score -6333816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6333821.000000 Penalty: 12803.256836
	Iteration 37Q: 3 clusters Score -6333821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -6333815.000000 Penalty: 12803.256836
	Iteration 38Q: 3 clusters Score -6333815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -6333824.000000 Penalty: 12803.256836
	Iteration 39Q: 3 clusters Score -6333824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -6333813.500000 Penalty: 12803.256836
	Iteration 40F: 3 clusters Score -6333814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -6333818.000000 Penalty: 12803.256836
	Iteration 41Q: 3 clusters Score -6333818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -6333822.500000 Penalty: 12803.256836
	Iteration 42Q: 3 clusters Score -6333822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -6333815.500000 Penalty: 12803.256836
	Iteration 43Q: 3 clusters Score -6333816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6333813.500000 Penalty: 12803.256836
	Iteration 44Q: 3 clusters Score -6333814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6333810.000000 Penalty: 12803.256836
	Iteration 45Q: 3 clusters Score -6333810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6333812.500000 Penalty: 12803.256836
	Iteration 46Q: 3 clusters Score -6333812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6333812.500000 Penalty: 12803.256836
	Iteration 47F: 3 clusters Score -6333812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Entering Unmasked Estep 
Score: -9641561.000000 Penalty: 6662.260742
	Iteration 0F: 2 clusters Score -9641561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9603931.000000 Penalty: 13324.521484
	Iteration 0F: 3 clusters Score -9603931 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9616118.000000 Penalty: 13324.521484
	Iteration 1F: 3 clusters Score -9616118 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9617069.000000 Penalty: 13324.521484
	Iteration 2F: 3 clusters Score -9617069 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -9617703.000000 Penalty: 13324.521484
	Iteration 3Q: 3 clusters Score -9617703 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -9618190.000000 Penalty: 13324.521484
	Iteration 4Q: 3 clusters Score -9618190 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -9618604.000000 Penalty: 13324.521484
	Iteration 5Q: 3 clusters Score -9618604 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -9618943.000000 Penalty: 13324.521484
	Iteration 6Q: 3 clusters Score -9618943 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -9619280.000000 Penalty: 13324.521484
	Iteration 7Q: 3 clusters Score -9619280 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -9619539.000000 Penalty: 13324.521484
	Iteration 8Q: 3 clusters Score -9619539 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -9619874.000000 Penalty: 13324.521484
	Iteration 9Q: 3 clusters Score -9619874 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -9620220.000000 Penalty: 13324.521484
	Iteration 10Q: 3 clusters Score -9620220 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -9620682.000000 Penalty: 13324.521484
	Iteration 11Q: 3 clusters Score -9620682 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -9621280.000000 Penalty: 13324.521484
	Iteration 12Q: 3 clusters Score -9621280 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -9622040.000000 Penalty: 13324.521484
	Iteration 13Q: 3 clusters Score -9622040 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -9622966.000000 Penalty: 13324.521484
	Iteration 14Q: 3 clusters Score -9622966 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -9624223.000000 Penalty: 13324.521484
	Iteration 15Q: 3 clusters Score -9624223 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -9625822.000000 Penalty: 13324.521484
	Iteration 16Q: 3 clusters Score -9625822 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -9627716.000000 Penalty: 13324.521484
	Iteration 17Q: 3 clusters Score -9627716 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -9629810.000000 Penalty: 13324.521484
	Iteration 18F: 3 clusters Score -9629810 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -9631800.000000 Penalty: 13324.521484
	Iteration 19Q: 3 clusters Score -9631800 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9633164.000000 Penalty: 13324.521484
	Iteration 20F: 3 clusters Score -9633164 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9634092.000000 Penalty: 13324.521484
	Iteration 21Q: 3 clusters Score -9634092 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9634708.000000 Penalty: 13324.521484
	Iteration 22Q: 3 clusters Score -9634708 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9635047.000000 Penalty: 13324.521484
	Iteration 23Q: 3 clusters Score -9635047 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9635314.000000 Penalty: 13324.521484
	Iteration 24Q: 3 clusters Score -9635314 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9635435.000000 Penalty: 13324.521484
	Iteration 25Q: 3 clusters Score -9635435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9635533.000000 Penalty: 13324.521484
	Iteration 26Q: 3 clusters Score -9635533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9635583.000000 Penalty: 13324.521484
	Iteration 27Q: 3 clusters Score -9635583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9635600.000000 Penalty: 13324.521484
	Iteration 28Q: 3 clusters Score -9635600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9635635.000000 Penalty: 13324.521484
	Iteration 29Q: 3 clusters Score -9635635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9635656.000000 Penalty: 13324.521484
	Iteration 30Q: 3 clusters Score -9635656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9635681.000000 Penalty: 13324.521484
	Iteration 31Q: 3 clusters Score -9635681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9635697.000000 Penalty: 13324.521484
	Iteration 32Q: 3 clusters Score -9635697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9635711.000000 Penalty: 13324.521484
	Iteration 33Q: 3 clusters Score -9635711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9635722.000000 Penalty: 13324.521484
	Iteration 34Q: 3 clusters Score -9635722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9635737.000000 Penalty: 13324.521484
	Iteration 35Q: 3 clusters Score -9635737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9635741.000000 Penalty: 13324.521484
	Iteration 36Q: 3 clusters Score -9635741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9635745.000000 Penalty: 13324.521484
	Iteration 37Q: 3 clusters Score -9635745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9635743.000000 Penalty: 13324.521484
	Iteration 38Q: 3 clusters Score -9635743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9635747.000000 Penalty: 13324.521484
	Iteration 39Q: 3 clusters Score -9635747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9635750.000000 Penalty: 13324.521484
	Iteration 40F: 3 clusters Score -9635750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9635744.000000 Penalty: 13324.521484
	Iteration 41Q: 3 clusters Score -9635744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9635746.000000 Penalty: 13324.521484
	Iteration 42Q: 3 clusters Score -9635746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9635746.000000 Penalty: 13324.521484
	Iteration 43F: 3 clusters Score -9635746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56347 members 
Mstep: Class 3 contains 86066 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37579 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 478970 members 
Mstep: Class 13 contains 38489 members 
Mstep: Class 14 contains 72983 members 
Mstep: Class 15 contains 35451 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 176434 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 50693 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63709 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11273 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 34601 members 
Mstep: Class 29 contains 52953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226858160.000000 Penalty: 249784.343750
Iteration 119Q: 30 clusters Score -2.268582e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56419 members 
Mstep: Class 3 contains 86043 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37570 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 479688 members 
Mstep: Class 13 contains 38474 members 
Mstep: Class 14 contains 73121 members 
Mstep: Class 15 contains 35448 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 4488 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176430 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 49876 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63715 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11271 members 
Mstep: Class 27 contains 8076 members 
Mstep: Class 28 contains 34597 members 
Mstep: Class 29 contains 52941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226857648.000000 Penalty: 249784.343750
Iteration 120F: 30 clusters Score -2.268576e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56507 members 
Mstep: Class 3 contains 86020 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37554 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 480292 members 
Mstep: Class 13 contains 38466 members 
Mstep: Class 14 contains 73239 members 
Mstep: Class 15 contains 35442 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4488 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 176427 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 49122 members 
Mstep: Class 22 contains 7740 members 
Mstep: Class 23 contains 63730 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11271 members 
Mstep: Class 27 contains 8070 members 
Mstep: Class 28 contains 34597 members 
Mstep: Class 29 contains 52941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226856704.000000 Penalty: 249784.343750
Iteration 121Q: 30 clusters Score -2.268567e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56591 members 
Mstep: Class 3 contains 86000 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37546 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7511 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 480715 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 73350 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 4488 members 
Mstep: Class 18 contains 17130 members 
Mstep: Class 19 contains 176438 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 48518 members 
Mstep: Class 22 contains 7742 members 
Mstep: Class 23 contains 63740 members 
Mstep: Class 24 contains 2266 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11267 members 
Mstep: Class 27 contains 8064 members 
Mstep: Class 28 contains 34609 members 
Mstep: Class 29 contains 52940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226856048.000000 Penalty: 249784.343750
Iteration 122Q: 30 clusters Score -2.26856e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56664 members 
Mstep: Class 3 contains 85975 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37535 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 481080 members 
Mstep: Class 13 contains 38453 members 
Mstep: Class 14 contains 73451 members 
Mstep: Class 15 contains 35434 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 4488 members 
Mstep: Class 18 contains 17115 members 
Mstep: Class 19 contains 176446 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 48009 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 63760 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11259 members 
Mstep: Class 27 contains 8053 members 
Mstep: Class 28 contains 34606 members 
Mstep: Class 29 contains 52947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226856032.000000 Penalty: 249784.343750
Iteration 123Q: 30 clusters Score -2.26856e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56737 members 
Mstep: Class 3 contains 85953 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37527 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 481443 members 
Mstep: Class 13 contains 38462 members 
Mstep: Class 14 contains 73520 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17095 members 
Mstep: Class 19 contains 176447 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 47515 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11256 members 
Mstep: Class 27 contains 8049 members 
Mstep: Class 28 contains 34627 members 
Mstep: Class 29 contains 52946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226855488.000000 Penalty: 249784.343750
Iteration 124Q: 30 clusters Score -2.268555e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56808 members 
Mstep: Class 3 contains 85943 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 37517 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 481705 members 
Mstep: Class 13 contains 38454 members 
Mstep: Class 14 contains 73586 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17074 members 
Mstep: Class 19 contains 176442 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 47145 members 
Mstep: Class 22 contains 7741 members 
Mstep: Class 23 contains 63769 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11250 members 
Mstep: Class 27 contains 8044 members 
Mstep: Class 28 contains 34641 members 
Mstep: Class 29 contains 52945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226855440.000000 Penalty: 249784.343750
Iteration 125Q: 30 clusters Score -2.268554e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56842 members 
Mstep: Class 3 contains 85939 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37508 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 481990 members 
Mstep: Class 13 contains 38451 members 
Mstep: Class 14 contains 73654 members 
Mstep: Class 15 contains 35432 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 17070 members 
Mstep: Class 19 contains 176439 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 46776 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 63772 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11247 members 
Mstep: Class 27 contains 8035 members 
Mstep: Class 28 contains 34656 members 
Mstep: Class 29 contains 52941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854960.000000 Penalty: 249784.343750
Iteration 126Q: 30 clusters Score -2.26855e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 85937 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37507 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 482224 members 
Mstep: Class 13 contains 38450 members 
Mstep: Class 14 contains 73725 members 
Mstep: Class 15 contains 35435 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17066 members 
Mstep: Class 19 contains 176436 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 46426 members 
Mstep: Class 22 contains 7734 members 
Mstep: Class 23 contains 63773 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11241 members 
Mstep: Class 27 contains 8031 members 
Mstep: Class 28 contains 34662 members 
Mstep: Class 29 contains 52952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854784.000000 Penalty: 249784.343750
Iteration 127Q: 30 clusters Score -2.268548e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56929 members 
Mstep: Class 3 contains 85922 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37503 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 482418 members 
Mstep: Class 13 contains 38450 members 
Mstep: Class 14 contains 73773 members 
Mstep: Class 15 contains 35435 members 
Mstep: Class 16 contains 7456 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17068 members 
Mstep: Class 19 contains 176435 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 46127 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63777 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11238 members 
Mstep: Class 27 contains 8032 members 
Mstep: Class 28 contains 34674 members 
Mstep: Class 29 contains 52964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854736.000000 Penalty: 249784.343750
Iteration 128Q: 30 clusters Score -2.268547e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56982 members 
Mstep: Class 3 contains 85909 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37498 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 482596 members 
Mstep: Class 13 contains 38452 members 
Mstep: Class 14 contains 73825 members 
Mstep: Class 15 contains 35433 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 19 contains 176433 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 45843 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63782 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11232 members 
Mstep: Class 27 contains 8027 members 
Mstep: Class 28 contains 34691 members 
Mstep: Class 29 contains 52977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854592.000000 Penalty: 249784.343750
Iteration 129Q: 30 clusters Score -2.268546e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 3 contains 85907 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37492 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7596 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 482762 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 73876 members 
Mstep: Class 15 contains 35432 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17066 members 
Mstep: Class 19 contains 176432 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 45575 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63778 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11227 members 
Mstep: Class 27 contains 8022 members 
Mstep: Class 28 contains 34703 members 
Mstep: Class 29 contains 52990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854624.000000 Penalty: 249784.343750
Iteration 130Q: 30 clusters Score -2.268546e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57063 members 
Mstep: Class 3 contains 85906 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37489 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 482890 members 
Mstep: Class 13 contains 38454 members 
Mstep: Class 14 contains 73929 members 
Mstep: Class 15 contains 35431 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 176427 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 45355 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63784 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11225 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 34706 members 
Mstep: Class 29 contains 52987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854112.000000 Penalty: 249784.343750
Iteration 131Q: 30 clusters Score -2.268541e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57109 members 
Mstep: Class 3 contains 85894 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37489 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 483002 members 
Mstep: Class 13 contains 38452 members 
Mstep: Class 14 contains 73965 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17077 members 
Mstep: Class 19 contains 176424 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 45162 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63784 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11223 members 
Mstep: Class 27 contains 8014 members 
Mstep: Class 28 contains 34719 members 
Mstep: Class 29 contains 52991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854016.000000 Penalty: 249784.343750
Iteration 132Q: 30 clusters Score -2.26854e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57140 members 
Mstep: Class 3 contains 85892 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37484 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 483108 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 73990 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17075 members 
Mstep: Class 19 contains 176422 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 44992 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63784 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11214 members 
Mstep: Class 27 contains 8012 members 
Mstep: Class 28 contains 34728 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853824.000000 Penalty: 249784.343750
Iteration 133Q: 30 clusters Score -2.268538e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57171 members 
Mstep: Class 3 contains 85887 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37485 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 483221 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 73998 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17074 members 
Mstep: Class 19 contains 176421 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44831 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63781 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11210 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 34736 members 
Mstep: Class 29 contains 53002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854016.000000 Penalty: 249784.343750
Iteration 134Q: 30 clusters Score -2.26854e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57187 members 
Mstep: Class 3 contains 85887 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37483 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 483320 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74021 members 
Mstep: Class 15 contains 35431 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17077 members 
Mstep: Class 19 contains 176424 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44670 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63786 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11207 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 34745 members 
Mstep: Class 29 contains 53006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226854096.000000 Penalty: 249784.343750
Iteration 135Q: 30 clusters Score -2.268541e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57206 members 
Mstep: Class 3 contains 85888 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37483 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 483405 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74041 members 
Mstep: Class 15 contains 35430 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17078 members 
Mstep: Class 19 contains 176425 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44524 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63790 members 
Mstep: Class 24 contains 2262 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11206 members 
Mstep: Class 27 contains 8016 members 
Mstep: Class 28 contains 34760 members 
Mstep: Class 29 contains 53003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853872.000000 Penalty: 249784.343750
Iteration 136Q: 30 clusters Score -2.268539e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57220 members 
Mstep: Class 3 contains 85884 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37479 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 483480 members 
Mstep: Class 13 contains 38453 members 
Mstep: Class 14 contains 74067 members 
Mstep: Class 15 contains 35431 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 176424 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44411 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63792 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 8019 members 
Mstep: Class 28 contains 34765 members 
Mstep: Class 29 contains 53001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853424.000000 Penalty: 249784.343750
Iteration 137Q: 30 clusters Score -2.268534e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57234 members 
Mstep: Class 3 contains 85875 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37475 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 483559 members 
Mstep: Class 13 contains 38454 members 
Mstep: Class 14 contains 74087 members 
Mstep: Class 15 contains 35433 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17081 members 
Mstep: Class 19 contains 176422 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44295 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 63791 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 8017 members 
Mstep: Class 28 contains 34775 members 
Mstep: Class 29 contains 53004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853472.000000 Penalty: 249784.343750
Iteration 138Q: 30 clusters Score -2.268535e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57239 members 
Mstep: Class 3 contains 85878 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37472 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 483612 members 
Mstep: Class 13 contains 38454 members 
Mstep: Class 14 contains 74101 members 
Mstep: Class 15 contains 35432 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 176425 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44203 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 63790 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 34783 members 
Mstep: Class 29 contains 53004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853488.000000 Penalty: 249784.343750
Iteration 139Q: 30 clusters Score -2.268535e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57248 members 
Mstep: Class 3 contains 85875 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37472 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 483671 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74111 members 
Mstep: Class 15 contains 35432 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 18 contains 17092 members 
Mstep: Class 19 contains 176425 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44129 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 63785 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 8010 members 
Mstep: Class 28 contains 34783 members 
Mstep: Class 29 contains 53006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853216.000000 Penalty: 249784.343750
Iteration 140F: 30 clusters Score -2.268532e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 85866 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37468 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 483727 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74123 members 
Mstep: Class 15 contains 35433 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 176427 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 44055 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 63787 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11204 members 
Mstep: Class 27 contains 8012 members 
Mstep: Class 28 contains 34781 members 
Mstep: Class 29 contains 53007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853040.000000 Penalty: 249784.343750
Iteration 141Q: 30 clusters Score -2.26853e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57274 members 
Mstep: Class 3 contains 85862 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37464 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 483766 members 
Mstep: Class 13 contains 38458 members 
Mstep: Class 14 contains 74136 members 
Mstep: Class 15 contains 35434 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 176428 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43992 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63786 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 8012 members 
Mstep: Class 28 contains 34777 members 
Mstep: Class 29 contains 53001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853232.000000 Penalty: 249784.343750
Iteration 142Q: 30 clusters Score -2.268532e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57290 members 
Mstep: Class 3 contains 85856 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 483795 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 74148 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17093 members 
Mstep: Class 19 contains 176426 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43934 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63787 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11202 members 
Mstep: Class 27 contains 8013 members 
Mstep: Class 28 contains 34777 members 
Mstep: Class 29 contains 53001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852848.000000 Penalty: 249784.343750
Iteration 143Q: 30 clusters Score -2.268528e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57303 members 
Mstep: Class 3 contains 85854 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37458 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7650 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 483826 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74158 members 
Mstep: Class 15 contains 35435 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17090 members 
Mstep: Class 19 contains 176424 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43892 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63783 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11203 members 
Mstep: Class 27 contains 8014 members 
Mstep: Class 28 contains 34775 members 
Mstep: Class 29 contains 53003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853008.000000 Penalty: 249784.343750
Iteration 144Q: 30 clusters Score -2.26853e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57317 members 
Mstep: Class 3 contains 85853 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37458 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 483862 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74163 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17100 members 
Mstep: Class 19 contains 176421 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43837 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63778 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11200 members 
Mstep: Class 27 contains 8014 members 
Mstep: Class 28 contains 34778 members 
Mstep: Class 29 contains 53001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852880.000000 Penalty: 249784.343750
Iteration 145Q: 30 clusters Score -2.268529e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57320 members 
Mstep: Class 3 contains 85853 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 483886 members 
Mstep: Class 13 contains 38458 members 
Mstep: Class 14 contains 74173 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17099 members 
Mstep: Class 19 contains 176423 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43795 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63771 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 53008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853120.000000 Penalty: 249784.343750
Iteration 146Q: 30 clusters Score -2.268531e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57329 members 
Mstep: Class 3 contains 85852 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 483903 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74188 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17109 members 
Mstep: Class 19 contains 176421 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43747 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63771 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8013 members 
Mstep: Class 28 contains 34782 members 
Mstep: Class 29 contains 53008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853104.000000 Penalty: 249784.343750
Iteration 147Q: 30 clusters Score -2.268531e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57340 members 
Mstep: Class 3 contains 85854 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 483923 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74198 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17119 members 
Mstep: Class 19 contains 176419 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43706 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63770 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8009 members 
Mstep: Class 28 contains 34776 members 
Mstep: Class 29 contains 53004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853200.000000 Penalty: 249784.343750
Iteration 148Q: 30 clusters Score -2.268532e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57349 members 
Mstep: Class 3 contains 85852 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 483946 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 74211 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 176418 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43659 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63762 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8007 members 
Mstep: Class 28 contains 34777 members 
Mstep: Class 29 contains 53007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853248.000000 Penalty: 249784.343750
Iteration 149Q: 30 clusters Score -2.268532e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57345 members 
Mstep: Class 3 contains 85850 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 483967 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 74222 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 176416 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43619 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63762 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 53008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853376.000000 Penalty: 249784.343750
Iteration 150Q: 30 clusters Score -2.268534e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57345 members 
Mstep: Class 3 contains 85851 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37464 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 483989 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74229 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 176416 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43591 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63754 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11199 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 53008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853504.000000 Penalty: 249784.343750
Iteration 151Q: 30 clusters Score -2.268535e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57347 members 
Mstep: Class 3 contains 85851 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37465 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484002 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74238 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 176416 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43575 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63745 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 53009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853456.000000 Penalty: 249784.343750
Iteration 152Q: 30 clusters Score -2.268535e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57347 members 
Mstep: Class 3 contains 85850 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37465 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484011 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74248 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7457 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 176415 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43560 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63742 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 53011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853424.000000 Penalty: 249784.343750
Iteration 153Q: 30 clusters Score -2.268534e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57350 members 
Mstep: Class 3 contains 85846 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37464 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484027 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74258 members 
Mstep: Class 15 contains 35436 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17150 members 
Mstep: Class 19 contains 176413 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43534 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63742 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34780 members 
Mstep: Class 29 contains 53011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853216.000000 Penalty: 249784.343750
Iteration 154Q: 30 clusters Score -2.268532e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57353 members 
Mstep: Class 3 contains 85843 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484040 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74264 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 176410 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43520 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63742 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34779 members 
Mstep: Class 29 contains 53012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853376.000000 Penalty: 249784.343750
Iteration 155Q: 30 clusters Score -2.268534e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57352 members 
Mstep: Class 3 contains 85843 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484054 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74270 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 176409 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43497 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63742 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34779 members 
Mstep: Class 29 contains 53013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853280.000000 Penalty: 249784.343750
Iteration 156Q: 30 clusters Score -2.268533e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57353 members 
Mstep: Class 3 contains 85844 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484065 members 
Mstep: Class 13 contains 38458 members 
Mstep: Class 14 contains 74279 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176407 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43469 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63745 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34779 members 
Mstep: Class 29 contains 53013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853296.000000 Penalty: 249784.343750
Iteration 157Q: 30 clusters Score -2.268533e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57360 members 
Mstep: Class 3 contains 85843 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484079 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74288 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17156 members 
Mstep: Class 19 contains 176405 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43441 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63745 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34782 members 
Mstep: Class 29 contains 53012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853120.000000 Penalty: 249784.343750
Iteration 158Q: 30 clusters Score -2.268531e+08 nChanged 80
Entering ConstructFrom: 
Score: -226853120.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -175551.546875 Penalty: 4363.249512
	Iteration 0F: 2 clusters Score -175551.5 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 598 members 
Entering Unmasked Estep 
Score: -171443.859375 Penalty: 8726.499023
	Iteration 0F: 3 clusters Score -171443.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172550.218750 Penalty: 8726.499023
	Iteration 1F: 3 clusters Score -172550.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -173145.921875 Penalty: 8726.499023
	Iteration 2F: 3 clusters Score -173145.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173624.296875 Penalty: 8726.499023
	Iteration 3F: 3 clusters Score -173624.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -174207.484375 Penalty: 8726.499023
	Iteration 4Q: 3 clusters Score -174207.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -174834.078125 Penalty: 8726.499023
	Iteration 5F: 3 clusters Score -174834.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -176154.125000 Penalty: 8726.499023
	Iteration 6F: 3 clusters Score -176154.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -177195.671875 Penalty: 8726.499023
	Iteration 7F: 3 clusters Score -177195.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -177466.843750 Penalty: 8726.499023
	Iteration 8Q: 3 clusters Score -177466.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -177648.843750 Penalty: 8726.499023
	Iteration 9Q: 3 clusters Score -177648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -177782.703125 Penalty: 8726.499023
	Iteration 10Q: 3 clusters Score -177782.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -177828.765625 Penalty: 8726.499023
	Iteration 11Q: 3 clusters Score -177828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -177841.562500 Penalty: 8726.499023
	Iteration 12Q: 3 clusters Score -177841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -177864.687500 Penalty: 8726.499023
	Iteration 13Q: 3 clusters Score -177864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -177876.343750 Penalty: 8726.499023
	Iteration 14Q: 3 clusters Score -177876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -177879.625000 Penalty: 8726.499023
	Iteration 15Q: 3 clusters Score -177879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -177879.921875 Penalty: 8726.499023
	Iteration 16F: 3 clusters Score -177879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -177884.734375 Penalty: 8726.499023
	Iteration 17Q: 3 clusters Score -177884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -177886.593750 Penalty: 8726.499023
	Iteration 18Q: 3 clusters Score -177886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -177886.593750 Penalty: 8726.499023
	Iteration 19F: 3 clusters Score -177886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 57366 members 
Mstep: Class 3 contains 85839 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484094 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74300 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43409 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63744 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34785 members 
Mstep: Class 29 contains 53015 members 
Mstep: Class 30 contains 242 members 
Entering Unmasked Estep 
Score: -226850544.000000 Penalty: 258397.593750
Splitting cluster 1 changes total score from -226853120.000000 to -226850544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (57366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Entering Unmasked Estep 
Score: -10434288.000000 Penalty: 6711.289062
	Iteration 0F: 2 clusters Score -1.043429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -10393939.000000 Penalty: 13422.578125
	Iteration 0F: 3 clusters Score -1.039394e+07 nChanged 25437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -10407392.000000 Penalty: 13422.578125
	Iteration 1F: 3 clusters Score -1.040739e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -10408364.000000 Penalty: 13422.578125
	Iteration 2Q: 3 clusters Score -1.040836e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -10409088.000000 Penalty: 13422.578125
	Iteration 3Q: 3 clusters Score -1.040909e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -10409729.000000 Penalty: 13422.578125
	Iteration 4Q: 3 clusters Score -1.040973e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -10410371.000000 Penalty: 13422.578125
	Iteration 5Q: 3 clusters Score -1.041037e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -10411022.000000 Penalty: 13422.578125
	Iteration 6Q: 3 clusters Score -1.041102e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -10411777.000000 Penalty: 13422.578125
	Iteration 7Q: 3 clusters Score -1.041178e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -10412770.000000 Penalty: 13422.578125
	Iteration 8Q: 3 clusters Score -1.041277e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -10414009.000000 Penalty: 13422.578125
	Iteration 9Q: 3 clusters Score -1.041401e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -10415640.000000 Penalty: 13422.578125
	Iteration 10Q: 3 clusters Score -1.041564e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -10417811.000000 Penalty: 13422.578125
	Iteration 11F: 3 clusters Score -1.041781e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -10420139.000000 Penalty: 13422.578125
	Iteration 12F: 3 clusters Score -1.042014e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -10422294.000000 Penalty: 13422.578125
	Iteration 13Q: 3 clusters Score -1.042229e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -10424153.000000 Penalty: 13422.578125
	Iteration 14Q: 3 clusters Score -1.042415e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -10425656.000000 Penalty: 13422.578125
	Iteration 15Q: 3 clusters Score -1.042566e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -10426840.000000 Penalty: 13422.578125
	Iteration 16Q: 3 clusters Score -1.042684e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -10427602.000000 Penalty: 13422.578125
	Iteration 17Q: 3 clusters Score -1.04276e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -10428344.000000 Penalty: 13422.578125
	Iteration 18Q: 3 clusters Score -1.042834e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -10428923.000000 Penalty: 13422.578125
	Iteration 19Q: 3 clusters Score -1.042892e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -10429272.000000 Penalty: 13422.578125
	Iteration 20F: 3 clusters Score -1.042927e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -10429575.000000 Penalty: 13422.578125
	Iteration 21Q: 3 clusters Score -1.042958e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -10429849.000000 Penalty: 13422.578125
	Iteration 22Q: 3 clusters Score -1.042985e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -10429998.000000 Penalty: 13422.578125
	Iteration 23Q: 3 clusters Score -1.043e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -10430206.000000 Penalty: 13422.578125
	Iteration 24Q: 3 clusters Score -1.043021e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -10430294.000000 Penalty: 13422.578125
	Iteration 25Q: 3 clusters Score -1.043029e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -10430423.000000 Penalty: 13422.578125
	Iteration 26Q: 3 clusters Score -1.043042e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -10430536.000000 Penalty: 13422.578125
	Iteration 27Q: 3 clusters Score -1.043054e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -10430577.000000 Penalty: 13422.578125
	Iteration 28Q: 3 clusters Score -1.043058e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -10430699.000000 Penalty: 13422.578125
	Iteration 29Q: 3 clusters Score -1.04307e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -10430743.000000 Penalty: 13422.578125
	Iteration 30Q: 3 clusters Score -1.043074e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -10430808.000000 Penalty: 13422.578125
	Iteration 31Q: 3 clusters Score -1.043081e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -10430860.000000 Penalty: 13422.578125
	Iteration 32Q: 3 clusters Score -1.043086e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -10430914.000000 Penalty: 13422.578125
	Iteration 33Q: 3 clusters Score -1.043091e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -10430930.000000 Penalty: 13422.578125
	Iteration 34Q: 3 clusters Score -1.043093e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -10430967.000000 Penalty: 13422.578125
	Iteration 35Q: 3 clusters Score -1.043097e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -10430927.000000 Penalty: 13422.578125
	Iteration 36Q: 3 clusters Score -1.043093e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -10430960.000000 Penalty: 13422.578125
	Iteration 37Q: 3 clusters Score -1.043096e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -10430973.000000 Penalty: 13422.578125
	Iteration 38Q: 3 clusters Score -1.043097e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -10431001.000000 Penalty: 13422.578125
	Iteration 39Q: 3 clusters Score -1.0431e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -10431026.000000 Penalty: 13422.578125
	Iteration 40F: 3 clusters Score -1.043103e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -10431019.000000 Penalty: 13422.578125
	Iteration 41Q: 3 clusters Score -1.043102e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -10431025.000000 Penalty: 13422.578125
	Iteration 42Q: 3 clusters Score -1.043102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -10431042.000000 Penalty: 13422.578125
	Iteration 43Q: 3 clusters Score -1.043104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -10431059.000000 Penalty: 13422.578125
	Iteration 44Q: 3 clusters Score -1.043106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -10431062.000000 Penalty: 13422.578125
	Iteration 45Q: 3 clusters Score -1.043106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -10431057.000000 Penalty: 13422.578125
	Iteration 46Q: 3 clusters Score -1.043106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -10431078.000000 Penalty: 13422.578125
	Iteration 47Q: 3 clusters Score -1.043108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -10431066.000000 Penalty: 13422.578125
	Iteration 48Q: 3 clusters Score -1.043107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -10431068.000000 Penalty: 13422.578125
	Iteration 49Q: 3 clusters Score -1.043107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -10431072.000000 Penalty: 13422.578125
	Iteration 50Q: 3 clusters Score -1.043107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -10431077.000000 Penalty: 13422.578125
	Iteration 51Q: 3 clusters Score -1.043108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -10431074.000000 Penalty: 13422.578125
	Iteration 52Q: 3 clusters Score -1.043107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -10431075.000000 Penalty: 13422.578125
	Iteration 53Q: 3 clusters Score -1.043108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -10431081.000000 Penalty: 13422.578125
	Iteration 54Q: 3 clusters Score -1.043108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -10431083.000000 Penalty: 13422.578125
	Iteration 55Q: 3 clusters Score -1.043108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -10431093.000000 Penalty: 13422.578125
	Iteration 56Q: 3 clusters Score -1.043109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -10431087.000000 Penalty: 13422.578125
	Iteration 57Q: 3 clusters Score -1.043109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -10431085.000000 Penalty: 13422.578125
	Iteration 58Q: 3 clusters Score -1.043108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -10431094.000000 Penalty: 13422.578125
	Iteration 59Q: 3 clusters Score -1.043109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -10431100.000000 Penalty: 13422.578125
	Iteration 60F: 3 clusters Score -1.04311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -10431107.000000 Penalty: 13422.578125
	Iteration 61Q: 3 clusters Score -1.043111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -10431113.000000 Penalty: 13422.578125
	Iteration 62Q: 3 clusters Score -1.043111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -10431115.000000 Penalty: 13422.578125
	Iteration 63Q: 3 clusters Score -1.043112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -10431128.000000 Penalty: 13422.578125
	Iteration 64Q: 3 clusters Score -1.043113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -10431111.000000 Penalty: 13422.578125
	Iteration 65Q: 3 clusters Score -1.043111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -10431118.000000 Penalty: 13422.578125
	Iteration 66Q: 3 clusters Score -1.043112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -10431117.000000 Penalty: 13422.578125
	Iteration 67Q: 3 clusters Score -1.043112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -10431123.000000 Penalty: 13422.578125
	Iteration 68Q: 3 clusters Score -1.043112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -10431123.000000 Penalty: 13422.578125
	Iteration 69Q: 3 clusters Score -1.043112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -10431133.000000 Penalty: 13422.578125
	Iteration 70Q: 3 clusters Score -1.043113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -10431130.000000 Penalty: 13422.578125
	Iteration 71Q: 3 clusters Score -1.043113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -10431126.000000 Penalty: 13422.578125
	Iteration 72Q: 3 clusters Score -1.043113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -10431133.000000 Penalty: 13422.578125
	Iteration 73Q: 3 clusters Score -1.043113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -10431133.000000 Penalty: 13422.578125
	Iteration 74F: 3 clusters Score -1.043113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Entering Unmasked Estep 
Score: -15437332.000000 Penalty: 6958.140137
	Iteration 0F: 2 clusters Score -1.543733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -15378089.000000 Penalty: 13916.280273
	Iteration 0F: 3 clusters Score -1.537809e+07 nChanged 39198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -15399402.000000 Penalty: 13916.280273
	Iteration 1F: 3 clusters Score -1.53994e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -15400333.000000 Penalty: 13916.280273
	Iteration 2Q: 3 clusters Score -1.540033e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -15401313.000000 Penalty: 13916.280273
	Iteration 3Q: 3 clusters Score -1.540131e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -15402075.000000 Penalty: 13916.280273
	Iteration 4Q: 3 clusters Score -1.540208e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -15403000.000000 Penalty: 13916.280273
	Iteration 5Q: 3 clusters Score -1.5403e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -15404026.000000 Penalty: 13916.280273
	Iteration 6Q: 3 clusters Score -1.540403e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -15405218.000000 Penalty: 13916.280273
	Iteration 7Q: 3 clusters Score -1.540522e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -15406374.000000 Penalty: 13916.280273
	Iteration 8Q: 3 clusters Score -1.540637e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -15407766.000000 Penalty: 13916.280273
	Iteration 9Q: 3 clusters Score -1.540777e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -15409271.000000 Penalty: 13916.280273
	Iteration 10Q: 3 clusters Score -1.540927e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -15411151.000000 Penalty: 13916.280273
	Iteration 11Q: 3 clusters Score -1.541115e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -15413171.000000 Penalty: 13916.280273
	Iteration 12Q: 3 clusters Score -1.541317e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -15415206.000000 Penalty: 13916.280273
	Iteration 13Q: 3 clusters Score -1.541521e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -15417428.000000 Penalty: 13916.280273
	Iteration 14Q: 3 clusters Score -1.541743e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -15419629.000000 Penalty: 13916.280273
	Iteration 15Q: 3 clusters Score -1.541963e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -15421969.000000 Penalty: 13916.280273
	Iteration 16Q: 3 clusters Score -1.542197e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -15424368.000000 Penalty: 13916.280273
	Iteration 17Q: 3 clusters Score -1.542437e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -15426876.000000 Penalty: 13916.280273
	Iteration 18Q: 3 clusters Score -1.542688e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -15428919.000000 Penalty: 13916.280273
	Iteration 19Q: 3 clusters Score -1.542892e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -15430175.000000 Penalty: 13916.280273
	Iteration 20F: 3 clusters Score -1.543018e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -15430901.000000 Penalty: 13916.280273
	Iteration 21Q: 3 clusters Score -1.54309e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -15431325.000000 Penalty: 13916.280273
	Iteration 22Q: 3 clusters Score -1.543132e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -15431610.000000 Penalty: 13916.280273
	Iteration 23Q: 3 clusters Score -1.543161e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -15431843.000000 Penalty: 13916.280273
	Iteration 24Q: 3 clusters Score -1.543184e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -15431978.000000 Penalty: 13916.280273
	Iteration 25Q: 3 clusters Score -1.543198e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -15432098.000000 Penalty: 13916.280273
	Iteration 26Q: 3 clusters Score -1.54321e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -15432145.000000 Penalty: 13916.280273
	Iteration 27Q: 3 clusters Score -1.543214e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -15432196.000000 Penalty: 13916.280273
	Iteration 28Q: 3 clusters Score -1.54322e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -15432235.000000 Penalty: 13916.280273
	Iteration 29Q: 3 clusters Score -1.543224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -15432273.000000 Penalty: 13916.280273
	Iteration 30Q: 3 clusters Score -1.543227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -15432303.000000 Penalty: 13916.280273
	Iteration 31Q: 3 clusters Score -1.54323e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -15432341.000000 Penalty: 13916.280273
	Iteration 32Q: 3 clusters Score -1.543234e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -15432360.000000 Penalty: 13916.280273
	Iteration 33Q: 3 clusters Score -1.543236e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15432392.000000 Penalty: 13916.280273
	Iteration 34Q: 3 clusters Score -1.543239e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -15432432.000000 Penalty: 13916.280273
	Iteration 35Q: 3 clusters Score -1.543243e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -15432447.000000 Penalty: 13916.280273
	Iteration 36Q: 3 clusters Score -1.543245e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15432466.000000 Penalty: 13916.280273
	Iteration 37Q: 3 clusters Score -1.543247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -15432501.000000 Penalty: 13916.280273
	Iteration 38Q: 3 clusters Score -1.54325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -15432528.000000 Penalty: 13916.280273
	Iteration 39Q: 3 clusters Score -1.543253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -15432538.000000 Penalty: 13916.280273
	Iteration 40F: 3 clusters Score -1.543254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15432546.000000 Penalty: 13916.280273
	Iteration 41Q: 3 clusters Score -1.543255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -15432551.000000 Penalty: 13916.280273
	Iteration 42Q: 3 clusters Score -1.543255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -15432565.000000 Penalty: 13916.280273
	Iteration 43Q: 3 clusters Score -1.543256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -15432563.000000 Penalty: 13916.280273
	Iteration 44Q: 3 clusters Score -1.543256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -15432571.000000 Penalty: 13916.280273
	Iteration 45Q: 3 clusters Score -1.543257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15432579.000000 Penalty: 13916.280273
	Iteration 46Q: 3 clusters Score -1.543258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -15432605.000000 Penalty: 13916.280273
	Iteration 47Q: 3 clusters Score -1.54326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -15432646.000000 Penalty: 13916.280273
	Iteration 48Q: 3 clusters Score -1.543265e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -15432680.000000 Penalty: 13916.280273
	Iteration 49Q: 3 clusters Score -1.543268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -15432691.000000 Penalty: 13916.280273
	Iteration 50Q: 3 clusters Score -1.543269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -15432734.000000 Penalty: 13916.280273
	Iteration 51Q: 3 clusters Score -1.543273e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -15432788.000000 Penalty: 13916.280273
	Iteration 52Q: 3 clusters Score -1.543279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -15432852.000000 Penalty: 13916.280273
	Iteration 53Q: 3 clusters Score -1.543285e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -15432920.000000 Penalty: 13916.280273
	Iteration 54Q: 3 clusters Score -1.543292e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15433007.000000 Penalty: 13916.280273
	Iteration 55Q: 3 clusters Score -1.543301e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15433080.000000 Penalty: 13916.280273
	Iteration 56Q: 3 clusters Score -1.543308e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15433154.000000 Penalty: 13916.280273
	Iteration 57Q: 3 clusters Score -1.543315e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -15433234.000000 Penalty: 13916.280273
	Iteration 58Q: 3 clusters Score -1.543323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15433223.000000 Penalty: 13916.280273
	Iteration 59Q: 3 clusters Score -1.543322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15433262.000000 Penalty: 13916.280273
	Iteration 60F: 3 clusters Score -1.543326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -15433262.000000 Penalty: 13916.280273
	Iteration 61Q: 3 clusters Score -1.543326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -15433274.000000 Penalty: 13916.280273
	Iteration 62Q: 3 clusters Score -1.543327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -15433268.000000 Penalty: 13916.280273
	Iteration 63Q: 3 clusters Score -1.543327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15433263.000000 Penalty: 13916.280273
	Iteration 64Q: 3 clusters Score -1.543326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15433262.000000 Penalty: 13916.280273
	Iteration 65Q: 3 clusters Score -1.543326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15433263.000000 Penalty: 13916.280273
	Iteration 66Q: 3 clusters Score -1.543326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15433281.000000 Penalty: 13916.280273
	Iteration 67Q: 3 clusters Score -1.543328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15433271.000000 Penalty: 13916.280273
	Iteration 68Q: 3 clusters Score -1.543327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15433257.000000 Penalty: 13916.280273
	Iteration 69Q: 3 clusters Score -1.543326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15433268.000000 Penalty: 13916.280273
	Iteration 70Q: 3 clusters Score -1.543327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15433271.000000 Penalty: 13916.280273
	Iteration 71Q: 3 clusters Score -1.543327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15433272.000000 Penalty: 13916.280273
	Iteration 72Q: 3 clusters Score -1.543327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -15433274.000000 Penalty: 13916.280273
	Iteration 73Q: 3 clusters Score -1.543327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -15433269.000000 Penalty: 13916.280273
	Iteration 74Q: 3 clusters Score -1.543327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15433274.000000 Penalty: 13916.280273
	Iteration 75Q: 3 clusters Score -1.543327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -15433278.000000 Penalty: 13916.280273
	Iteration 76Q: 3 clusters Score -1.543328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15433296.000000 Penalty: 13916.280273
	Iteration 77Q: 3 clusters Score -1.54333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15433301.000000 Penalty: 13916.280273
	Iteration 78Q: 3 clusters Score -1.54333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -15433301.000000 Penalty: 13916.280273
	Iteration 79Q: 3 clusters Score -1.54333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15433291.000000 Penalty: 13916.280273
	Iteration 80F: 3 clusters Score -1.543329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15433289.000000 Penalty: 13916.280273
	Iteration 81Q: 3 clusters Score -1.543329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15433289.000000 Penalty: 13916.280273
	Iteration 82F: 3 clusters Score -1.543329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -1822748.500000 Penalty: 5650.754395
	Iteration 0F: 2 clusters Score -1822748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1812489.875000 Penalty: 11301.508789
	Iteration 0F: 3 clusters Score -1812490 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1814650.375000 Penalty: 11301.508789
	Iteration 1F: 3 clusters Score -1814650 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1815208.875000 Penalty: 11301.508789
	Iteration 2F: 3 clusters Score -1815209 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1815595.875000 Penalty: 11301.508789
	Iteration 3F: 3 clusters Score -1815596 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1815919.125000 Penalty: 11301.508789
	Iteration 4Q: 3 clusters Score -1815919 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1816260.625000 Penalty: 11301.508789
	Iteration 5Q: 3 clusters Score -1816261 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1816632.750000 Penalty: 11301.508789
	Iteration 6Q: 3 clusters Score -1816633 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1817076.125000 Penalty: 11301.508789
	Iteration 7Q: 3 clusters Score -1817076 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1817602.500000 Penalty: 11301.508789
	Iteration 8F: 3 clusters Score -1817602 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1818162.375000 Penalty: 11301.508789
	Iteration 9F: 3 clusters Score -1818162 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1818738.375000 Penalty: 11301.508789
	Iteration 10F: 3 clusters Score -1818738 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1819258.750000 Penalty: 11301.508789
	Iteration 11F: 3 clusters Score -1819259 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1819764.500000 Penalty: 11301.508789
	Iteration 12F: 3 clusters Score -1819764 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1820123.625000 Penalty: 11301.508789
	Iteration 13Q: 3 clusters Score -1820124 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1820363.375000 Penalty: 11301.508789
	Iteration 14Q: 3 clusters Score -1820363 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1820521.500000 Penalty: 11301.508789
	Iteration 15Q: 3 clusters Score -1820522 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1820620.875000 Penalty: 11301.508789
	Iteration 16Q: 3 clusters Score -1820621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1820705.250000 Penalty: 11301.508789
	Iteration 17Q: 3 clusters Score -1820705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1820752.750000 Penalty: 11301.508789
	Iteration 18Q: 3 clusters Score -1820753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1820793.250000 Penalty: 11301.508789
	Iteration 19Q: 3 clusters Score -1820793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1820810.375000 Penalty: 11301.508789
	Iteration 20F: 3 clusters Score -1820810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1820822.875000 Penalty: 11301.508789
	Iteration 21Q: 3 clusters Score -1820823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1820830.125000 Penalty: 11301.508789
	Iteration 22Q: 3 clusters Score -1820830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1820837.750000 Penalty: 11301.508789
	Iteration 23Q: 3 clusters Score -1820838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1820842.375000 Penalty: 11301.508789
	Iteration 24Q: 3 clusters Score -1820842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1820845.875000 Penalty: 11301.508789
	Iteration 25Q: 3 clusters Score -1820846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1820847.500000 Penalty: 11301.508789
	Iteration 26Q: 3 clusters Score -1820848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1820850.125000 Penalty: 11301.508789
	Iteration 27Q: 3 clusters Score -1820850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1820855.375000 Penalty: 11301.508789
	Iteration 28Q: 3 clusters Score -1820855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1820858.750000 Penalty: 11301.508789
	Iteration 29Q: 3 clusters Score -1820859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1820860.750000 Penalty: 11301.508789
	Iteration 30Q: 3 clusters Score -1820861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1820861.125000 Penalty: 11301.508789
	Iteration 31Q: 3 clusters Score -1820861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1820863.000000 Penalty: 11301.508789
	Iteration 32Q: 3 clusters Score -1820863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1820860.875000 Penalty: 11301.508789
	Iteration 33Q: 3 clusters Score -1820861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1820864.125000 Penalty: 11301.508789
	Iteration 34Q: 3 clusters Score -1820864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1820863.875000 Penalty: 11301.508789
	Iteration 35Q: 3 clusters Score -1820864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1820868.625000 Penalty: 11301.508789
	Iteration 36Q: 3 clusters Score -1820869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1820868.250000 Penalty: 11301.508789
	Iteration 37Q: 3 clusters Score -1820868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1820872.625000 Penalty: 11301.508789
	Iteration 38Q: 3 clusters Score -1820873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1820871.875000 Penalty: 11301.508789
	Iteration 39Q: 3 clusters Score -1820872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1820871.875000 Penalty: 11301.508789
	Iteration 40F: 3 clusters Score -1820872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -664244.062500 Penalty: 5073.175781
	Iteration 0F: 2 clusters Score -664244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -657849.875000 Penalty: 10146.351562
	Iteration 0F: 3 clusters Score -657849.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -658867.687500 Penalty: 10146.351562
	Iteration 1F: 3 clusters Score -658867.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -659236.937500 Penalty: 10146.351562
	Iteration 2F: 3 clusters Score -659236.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -659478.562500 Penalty: 10146.351562
	Iteration 3F: 3 clusters Score -659478.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -659647.750000 Penalty: 10146.351562
	Iteration 4Q: 3 clusters Score -659647.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -659784.625000 Penalty: 10146.351562
	Iteration 5Q: 3 clusters Score -659784.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -659907.312500 Penalty: 10146.351562
	Iteration 6Q: 3 clusters Score -659907.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -660015.500000 Penalty: 10146.351562
	Iteration 7Q: 3 clusters Score -660015.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -660094.750000 Penalty: 10146.351562
	Iteration 8Q: 3 clusters Score -660094.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -660161.687500 Penalty: 10146.351562
	Iteration 9Q: 3 clusters Score -660161.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -660217.062500 Penalty: 10146.351562
	Iteration 10Q: 3 clusters Score -660217.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -660250.937500 Penalty: 10146.351562
	Iteration 11Q: 3 clusters Score -660250.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -660282.562500 Penalty: 10146.351562
	Iteration 12Q: 3 clusters Score -660282.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -660307.750000 Penalty: 10146.351562
	Iteration 13Q: 3 clusters Score -660307.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -660327.437500 Penalty: 10146.351562
	Iteration 14Q: 3 clusters Score -660327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -660344.250000 Penalty: 10146.351562
	Iteration 15Q: 3 clusters Score -660344.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -660360.187500 Penalty: 10146.351562
	Iteration 16Q: 3 clusters Score -660360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -660369.625000 Penalty: 10146.351562
	Iteration 17Q: 3 clusters Score -660369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -660376.000000 Penalty: 10146.351562
	Iteration 18Q: 3 clusters Score -660376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -660381.437500 Penalty: 10146.351562
	Iteration 19Q: 3 clusters Score -660381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -660386.437500 Penalty: 10146.351562
	Iteration 20F: 3 clusters Score -660386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -660389.500000 Penalty: 10146.351562
	Iteration 21Q: 3 clusters Score -660389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -660393.437500 Penalty: 10146.351562
	Iteration 22Q: 3 clusters Score -660393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -660393.687500 Penalty: 10146.351562
	Iteration 23Q: 3 clusters Score -660393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -660396.687500 Penalty: 10146.351562
	Iteration 24Q: 3 clusters Score -660396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -660398.062500 Penalty: 10146.351562
	Iteration 25Q: 3 clusters Score -660398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -660403.187500 Penalty: 10146.351562
	Iteration 26Q: 3 clusters Score -660403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -660407.125000 Penalty: 10146.351562
	Iteration 27Q: 3 clusters Score -660407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -660417.062500 Penalty: 10146.351562
	Iteration 28Q: 3 clusters Score -660417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -660417.562500 Penalty: 10146.351562
	Iteration 29Q: 3 clusters Score -660417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -660418.062500 Penalty: 10146.351562
	Iteration 30Q: 3 clusters Score -660418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -660425.750000 Penalty: 10146.351562
	Iteration 31Q: 3 clusters Score -660425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -660430.062500 Penalty: 10146.351562
	Iteration 32Q: 3 clusters Score -660430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -660435.562500 Penalty: 10146.351562
	Iteration 33Q: 3 clusters Score -660435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -660440.812500 Penalty: 10146.351562
	Iteration 34Q: 3 clusters Score -660440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -660448.437500 Penalty: 10146.351562
	Iteration 35Q: 3 clusters Score -660448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -660455.687500 Penalty: 10146.351562
	Iteration 36Q: 3 clusters Score -660455.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -660462.187500 Penalty: 10146.351562
	Iteration 37Q: 3 clusters Score -660462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -660464.687500 Penalty: 10146.351562
	Iteration 38Q: 3 clusters Score -660464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -660468.375000 Penalty: 10146.351562
	Iteration 39Q: 3 clusters Score -660468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -660472.687500 Penalty: 10146.351562
	Iteration 40F: 3 clusters Score -660472.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -660477.125000 Penalty: 10146.351562
	Iteration 41Q: 3 clusters Score -660477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -660483.500000 Penalty: 10146.351562
	Iteration 42Q: 3 clusters Score -660483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -660492.062500 Penalty: 10146.351562
	Iteration 43Q: 3 clusters Score -660492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -660495.687500 Penalty: 10146.351562
	Iteration 44Q: 3 clusters Score -660495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -660503.562500 Penalty: 10146.351562
	Iteration 45Q: 3 clusters Score -660503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -660512.437500 Penalty: 10146.351562
	Iteration 46Q: 3 clusters Score -660512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -660514.812500 Penalty: 10146.351562
	Iteration 47Q: 3 clusters Score -660514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -660516.562500 Penalty: 10146.351562
	Iteration 48Q: 3 clusters Score -660516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -660519.187500 Penalty: 10146.351562
	Iteration 49Q: 3 clusters Score -660519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -660522.187500 Penalty: 10146.351562
	Iteration 50Q: 3 clusters Score -660522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -660524.750000 Penalty: 10146.351562
	Iteration 51Q: 3 clusters Score -660524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -660524.250000 Penalty: 10146.351562
	Iteration 52Q: 3 clusters Score -660524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -660524.250000 Penalty: 10146.351562
	Iteration 53F: 3 clusters Score -660524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -225429.187500 Penalty: 4463.211914
	Iteration 0F: 2 clusters Score -225429.2 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 719 members 
Entering Unmasked Estep 
Score: -221102.312500 Penalty: 8926.423828
	Iteration 0F: 3 clusters Score -221102.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -222041.421875 Penalty: 8926.423828
	Iteration 1F: 3 clusters Score -222041.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222628.328125 Penalty: 8926.423828
	Iteration 2F: 3 clusters Score -222628.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223064.750000 Penalty: 8926.423828
	Iteration 3F: 3 clusters Score -223064.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -223431.781250 Penalty: 8926.423828
	Iteration 4Q: 3 clusters Score -223431.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223895.687500 Penalty: 8926.423828
	Iteration 5Q: 3 clusters Score -223895.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -224436.046875 Penalty: 8926.423828
	Iteration 6Q: 3 clusters Score -224436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -224959.437500 Penalty: 8926.423828
	Iteration 7Q: 3 clusters Score -224959.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225450.671875 Penalty: 8926.423828
	Iteration 8Q: 3 clusters Score -225450.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -225654.812500 Penalty: 8926.423828
	Iteration 9Q: 3 clusters Score -225654.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225829.203125 Penalty: 8926.423828
	Iteration 10Q: 3 clusters Score -225829.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225896.750000 Penalty: 8926.423828
	Iteration 11Q: 3 clusters Score -225896.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -225934.312500 Penalty: 8926.423828
	Iteration 12Q: 3 clusters Score -225934.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -225998.687500 Penalty: 8926.423828
	Iteration 13Q: 3 clusters Score -225998.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -226084.328125 Penalty: 8926.423828
	Iteration 14Q: 3 clusters Score -226084.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -226179.453125 Penalty: 8926.423828
	Iteration 15Q: 3 clusters Score -226179.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -226282.484375 Penalty: 8926.423828
	Iteration 16Q: 3 clusters Score -226282.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -226365.328125 Penalty: 8926.423828
	Iteration 17Q: 3 clusters Score -226365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -226438.796875 Penalty: 8926.423828
	Iteration 18Q: 3 clusters Score -226438.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -226471.781250 Penalty: 8926.423828
	Iteration 19Q: 3 clusters Score -226471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -226487.203125 Penalty: 8926.423828
	Iteration 20F: 3 clusters Score -226487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -226494.625000 Penalty: 8926.423828
	Iteration 21Q: 3 clusters Score -226494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -226496.781250 Penalty: 8926.423828
	Iteration 22Q: 3 clusters Score -226496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -226496.781250 Penalty: 8926.423828
	Iteration 23F: 3 clusters Score -226496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57366 members 
Mstep: Class 3 contains 85839 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484094 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74300 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43409 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63744 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34785 members 
Mstep: Class 29 contains 53015 members 
Mstep: Class 30 contains 666 members 
Entering Unmasked Estep 
Score: -226849712.000000 Penalty: 258397.593750
Splitting cluster 6 changes total score from -226853120.000000 to -226849712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Entering Unmasked Estep 
Score: -6662286.500000 Penalty: 6450.271484
	Iteration 0F: 2 clusters Score -6662286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -6634780.500000 Penalty: 12900.542969
	Iteration 0F: 3 clusters Score -6634780 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -6643365.500000 Penalty: 12900.542969
	Iteration 1F: 3 clusters Score -6643366 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6644212.000000 Penalty: 12900.542969
	Iteration 2F: 3 clusters Score -6644212 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -6644935.500000 Penalty: 12900.542969
	Iteration 3Q: 3 clusters Score -6644936 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -6645752.000000 Penalty: 12900.542969
	Iteration 4Q: 3 clusters Score -6645752 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -6646739.500000 Penalty: 12900.542969
	Iteration 5Q: 3 clusters Score -6646740 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -6647882.000000 Penalty: 12900.542969
	Iteration 6Q: 3 clusters Score -6647882 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6649142.000000 Penalty: 12900.542969
	Iteration 7F: 3 clusters Score -6649142 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6650419.500000 Penalty: 12900.542969
	Iteration 8F: 3 clusters Score -6650420 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6651642.500000 Penalty: 12900.542969
	Iteration 9Q: 3 clusters Score -6651642 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -6652766.000000 Penalty: 12900.542969
	Iteration 10Q: 3 clusters Score -6652766 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -6653544.500000 Penalty: 12900.542969
	Iteration 11Q: 3 clusters Score -6653544 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -6654064.500000 Penalty: 12900.542969
	Iteration 12Q: 3 clusters Score -6654064 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6654445.000000 Penalty: 12900.542969
	Iteration 13Q: 3 clusters Score -6654445 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6654837.500000 Penalty: 12900.542969
	Iteration 14Q: 3 clusters Score -6654838 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -6655122.000000 Penalty: 12900.542969
	Iteration 15Q: 3 clusters Score -6655122 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -6655372.000000 Penalty: 12900.542969
	Iteration 16Q: 3 clusters Score -6655372 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6655572.500000 Penalty: 12900.542969
	Iteration 17Q: 3 clusters Score -6655572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6655734.500000 Penalty: 12900.542969
	Iteration 18Q: 3 clusters Score -6655734 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6655853.000000 Penalty: 12900.542969
	Iteration 19Q: 3 clusters Score -6655853 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -6655968.500000 Penalty: 12900.542969
	Iteration 20F: 3 clusters Score -6655968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -6656057.500000 Penalty: 12900.542969
	Iteration 21Q: 3 clusters Score -6656058 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6656125.500000 Penalty: 12900.542969
	Iteration 22Q: 3 clusters Score -6656126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -6656180.000000 Penalty: 12900.542969
	Iteration 23Q: 3 clusters Score -6656180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -6656247.000000 Penalty: 12900.542969
	Iteration 24Q: 3 clusters Score -6656247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6656294.000000 Penalty: 12900.542969
	Iteration 25Q: 3 clusters Score -6656294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -6656353.000000 Penalty: 12900.542969
	Iteration 26Q: 3 clusters Score -6656353 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -6656369.500000 Penalty: 12900.542969
	Iteration 27Q: 3 clusters Score -6656370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6656394.500000 Penalty: 12900.542969
	Iteration 28Q: 3 clusters Score -6656394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -6656406.500000 Penalty: 12900.542969
	Iteration 29Q: 3 clusters Score -6656406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6656424.500000 Penalty: 12900.542969
	Iteration 30Q: 3 clusters Score -6656424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -6656449.000000 Penalty: 12900.542969
	Iteration 31Q: 3 clusters Score -6656449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6656471.000000 Penalty: 12900.542969
	Iteration 32Q: 3 clusters Score -6656471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6656509.000000 Penalty: 12900.542969
	Iteration 33Q: 3 clusters Score -6656509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -6656522.000000 Penalty: 12900.542969
	Iteration 34Q: 3 clusters Score -6656522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6656538.500000 Penalty: 12900.542969
	Iteration 35Q: 3 clusters Score -6656538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -6656573.500000 Penalty: 12900.542969
	Iteration 36Q: 3 clusters Score -6656574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -6656586.500000 Penalty: 12900.542969
	Iteration 37Q: 3 clusters Score -6656586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6656581.500000 Penalty: 12900.542969
	Iteration 38Q: 3 clusters Score -6656582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6656585.500000 Penalty: 12900.542969
	Iteration 39Q: 3 clusters Score -6656586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6656606.500000 Penalty: 12900.542969
	Iteration 40F: 3 clusters Score -6656606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -6656613.500000 Penalty: 12900.542969
	Iteration 41Q: 3 clusters Score -6656614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -6656627.500000 Penalty: 12900.542969
	Iteration 42Q: 3 clusters Score -6656628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6656626.500000 Penalty: 12900.542969
	Iteration 43Q: 3 clusters Score -6656626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -6656639.000000 Penalty: 12900.542969
	Iteration 44Q: 3 clusters Score -6656639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6656659.500000 Penalty: 12900.542969
	Iteration 45Q: 3 clusters Score -6656660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6656667.000000 Penalty: 12900.542969
	Iteration 46Q: 3 clusters Score -6656667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6656671.500000 Penalty: 12900.542969
	Iteration 47Q: 3 clusters Score -6656672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6656675.000000 Penalty: 12900.542969
	Iteration 48Q: 3 clusters Score -6656675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -6656667.000000 Penalty: 12900.542969
	Iteration 49Q: 3 clusters Score -6656667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -6656683.000000 Penalty: 12900.542969
	Iteration 50Q: 3 clusters Score -6656683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -6656677.500000 Penalty: 12900.542969
	Iteration 51Q: 3 clusters Score -6656678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -6656682.500000 Penalty: 12900.542969
	Iteration 52Q: 3 clusters Score -6656682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -6656689.500000 Penalty: 12900.542969
	Iteration 53Q: 3 clusters Score -6656690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -6656689.000000 Penalty: 12900.542969
	Iteration 54Q: 3 clusters Score -6656689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -6656681.000000 Penalty: 12900.542969
	Iteration 55Q: 3 clusters Score -6656681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -6656694.500000 Penalty: 12900.542969
	Iteration 56Q: 3 clusters Score -6656694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -6656695.500000 Penalty: 12900.542969
	Iteration 57Q: 3 clusters Score -6656696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -6656705.500000 Penalty: 12900.542969
	Iteration 58Q: 3 clusters Score -6656706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6656702.000000 Penalty: 12900.542969
	Iteration 59Q: 3 clusters Score -6656702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6656704.500000 Penalty: 12900.542969
	Iteration 60F: 3 clusters Score -6656704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6656698.500000 Penalty: 12900.542969
	Iteration 61Q: 3 clusters Score -6656698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6656702.500000 Penalty: 12900.542969
	Iteration 62Q: 3 clusters Score -6656702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6656702.500000 Penalty: 12900.542969
	Iteration 63F: 3 clusters Score -6656702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -222875.796875 Penalty: 4477.711914
	Iteration 0F: 2 clusters Score -222875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -218472.234375 Penalty: 8955.423828
	Iteration 0F: 3 clusters Score -218472.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219619.281250 Penalty: 8955.423828
	Iteration 1F: 3 clusters Score -219619.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220596.828125 Penalty: 8955.423828
	Iteration 2F: 3 clusters Score -220596.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221780.093750 Penalty: 8955.423828
	Iteration 3F: 3 clusters Score -221780.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -223159.015625 Penalty: 8955.423828
	Iteration 4F: 3 clusters Score -223159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -223806.640625 Penalty: 8955.423828
	Iteration 5Q: 3 clusters Score -223806.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -224193.828125 Penalty: 8955.423828
	Iteration 6Q: 3 clusters Score -224193.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -224468.000000 Penalty: 8955.423828
	Iteration 7Q: 3 clusters Score -224468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -224738.578125 Penalty: 8955.423828
	Iteration 8Q: 3 clusters Score -224738.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -224952.765625 Penalty: 8955.423828
	Iteration 9Q: 3 clusters Score -224952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -225070.015625 Penalty: 8955.423828
	Iteration 10Q: 3 clusters Score -225070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -225103.125000 Penalty: 8955.423828
	Iteration 11Q: 3 clusters Score -225103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225145.859375 Penalty: 8955.423828
	Iteration 12Q: 3 clusters Score -225145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -225209.656250 Penalty: 8955.423828
	Iteration 13Q: 3 clusters Score -225209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225258.343750 Penalty: 8955.423828
	Iteration 14Q: 3 clusters Score -225258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -225280.250000 Penalty: 8955.423828
	Iteration 15Q: 3 clusters Score -225280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -225316.296875 Penalty: 8955.423828
	Iteration 16Q: 3 clusters Score -225316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -225337.218750 Penalty: 8955.423828
	Iteration 17Q: 3 clusters Score -225337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -225345.765625 Penalty: 8955.423828
	Iteration 18Q: 3 clusters Score -225345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -225348.796875 Penalty: 8955.423828
	Iteration 19F: 3 clusters Score -225348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -225359.593750 Penalty: 8955.423828
	Iteration 20F: 3 clusters Score -225359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57366 members 
Mstep: Class 3 contains 85839 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484094 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74300 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43409 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63744 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34785 members 
Mstep: Class 29 contains 53015 members 
Mstep: Class 30 contains 628 members 
Entering Unmasked Estep 
Score: -226851360.000000 Penalty: 258397.593750
Splitting cluster 8 changes total score from -226853120.000000 to -226851360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -265951.218750 Penalty: 4552.033691
	Iteration 0F: 2 clusters Score -265951.2 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 837 members 
Entering Unmasked Estep 
Score: -261275.921875 Penalty: 9104.067383
	Iteration 0F: 3 clusters Score -261275.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -262151.281250 Penalty: 9104.067383
	Iteration 1F: 3 clusters Score -262151.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -262744.062500 Penalty: 9104.067383
	Iteration 2F: 3 clusters Score -262744.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263440.218750 Penalty: 9104.067383
	Iteration 3F: 3 clusters Score -263440.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -264641.000000 Penalty: 9104.067383
	Iteration 4F: 3 clusters Score -264641 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -265591.406250 Penalty: 9104.067383
	Iteration 5F: 3 clusters Score -265591.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -267083.843750 Penalty: 9104.067383
	Iteration 6F: 3 clusters Score -267083.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -268029.500000 Penalty: 9104.067383
	Iteration 7Q: 3 clusters Score -268029.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -268205.343750 Penalty: 9104.067383
	Iteration 8Q: 3 clusters Score -268205.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -268265.750000 Penalty: 9104.067383
	Iteration 9Q: 3 clusters Score -268265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -268271.312500 Penalty: 9104.067383
	Iteration 10Q: 3 clusters Score -268271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -268271.312500 Penalty: 9104.067383
	Iteration 11F: 3 clusters Score -268271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57366 members 
Mstep: Class 3 contains 85839 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484094 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74300 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43409 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63744 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34785 members 
Mstep: Class 29 contains 53015 members 
Mstep: Class 30 contains 439 members 
Entering Unmasked Estep 
Score: -226850256.000000 Penalty: 258397.593750
Splitting cluster 9 changes total score from -226853120.000000 to -226850256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -1330230.875000 Penalty: 5477.577637
	Iteration 0F: 2 clusters Score -1330231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1321537.750000 Penalty: 10955.155273
	Iteration 0F: 3 clusters Score -1321538 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1323436.500000 Penalty: 10955.155273
	Iteration 1F: 3 clusters Score -1323436 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1324070.125000 Penalty: 10955.155273
	Iteration 2F: 3 clusters Score -1324070 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1324527.000000 Penalty: 10955.155273
	Iteration 3F: 3 clusters Score -1324527 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1324873.000000 Penalty: 10955.155273
	Iteration 4F: 3 clusters Score -1324873 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1325150.000000 Penalty: 10955.155273
	Iteration 5Q: 3 clusters Score -1325150 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1325384.375000 Penalty: 10955.155273
	Iteration 6Q: 3 clusters Score -1325384 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1325557.875000 Penalty: 10955.155273
	Iteration 7Q: 3 clusters Score -1325558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1325689.625000 Penalty: 10955.155273
	Iteration 8Q: 3 clusters Score -1325690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1325789.500000 Penalty: 10955.155273
	Iteration 9Q: 3 clusters Score -1325790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1325888.000000 Penalty: 10955.155273
	Iteration 10Q: 3 clusters Score -1325888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1325953.125000 Penalty: 10955.155273
	Iteration 11Q: 3 clusters Score -1325953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1326007.375000 Penalty: 10955.155273
	Iteration 12Q: 3 clusters Score -1326007 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1326048.250000 Penalty: 10955.155273
	Iteration 13Q: 3 clusters Score -1326048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1326071.375000 Penalty: 10955.155273
	Iteration 14Q: 3 clusters Score -1326071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1326094.875000 Penalty: 10955.155273
	Iteration 15Q: 3 clusters Score -1326095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1326119.000000 Penalty: 10955.155273
	Iteration 16Q: 3 clusters Score -1326119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1326135.750000 Penalty: 10955.155273
	Iteration 17Q: 3 clusters Score -1326136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1326152.750000 Penalty: 10955.155273
	Iteration 18Q: 3 clusters Score -1326153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1326173.000000 Penalty: 10955.155273
	Iteration 19Q: 3 clusters Score -1326173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1326183.000000 Penalty: 10955.155273
	Iteration 20F: 3 clusters Score -1326183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1326189.500000 Penalty: 10955.155273
	Iteration 21Q: 3 clusters Score -1326190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1326192.500000 Penalty: 10955.155273
	Iteration 22Q: 3 clusters Score -1326192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1326197.750000 Penalty: 10955.155273
	Iteration 23Q: 3 clusters Score -1326198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1326200.250000 Penalty: 10955.155273
	Iteration 24Q: 3 clusters Score -1326200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1326206.000000 Penalty: 10955.155273
	Iteration 25Q: 3 clusters Score -1326206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1326205.125000 Penalty: 10955.155273
	Iteration 26Q: 3 clusters Score -1326205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1326206.000000 Penalty: 10955.155273
	Iteration 27Q: 3 clusters Score -1326206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1326209.500000 Penalty: 10955.155273
	Iteration 28Q: 3 clusters Score -1326210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1326208.875000 Penalty: 10955.155273
	Iteration 29Q: 3 clusters Score -1326209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1326209.875000 Penalty: 10955.155273
	Iteration 30Q: 3 clusters Score -1326210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1326208.125000 Penalty: 10955.155273
	Iteration 31Q: 3 clusters Score -1326208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1326209.250000 Penalty: 10955.155273
	Iteration 32Q: 3 clusters Score -1326209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1326213.750000 Penalty: 10955.155273
	Iteration 33Q: 3 clusters Score -1326214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1326218.750000 Penalty: 10955.155273
	Iteration 34Q: 3 clusters Score -1326219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1326220.625000 Penalty: 10955.155273
	Iteration 35Q: 3 clusters Score -1326221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1326223.125000 Penalty: 10955.155273
	Iteration 36Q: 3 clusters Score -1326223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1326225.875000 Penalty: 10955.155273
	Iteration 37Q: 3 clusters Score -1326226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1326226.625000 Penalty: 10955.155273
	Iteration 38Q: 3 clusters Score -1326227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1326225.875000 Penalty: 10955.155273
	Iteration 39Q: 3 clusters Score -1326226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1326229.000000 Penalty: 10955.155273
	Iteration 40F: 3 clusters Score -1326229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -1181301.375000 Penalty: 5422.782227
	Iteration 0F: 2 clusters Score -1181301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1172955.000000 Penalty: 10845.564453
	Iteration 0F: 3 clusters Score -1172955 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1174504.250000 Penalty: 10845.564453
	Iteration 1F: 3 clusters Score -1174504 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1174872.875000 Penalty: 10845.564453
	Iteration 2F: 3 clusters Score -1174873 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1175093.125000 Penalty: 10845.564453
	Iteration 3Q: 3 clusters Score -1175093 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1175236.875000 Penalty: 10845.564453
	Iteration 4Q: 3 clusters Score -1175237 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1175329.250000 Penalty: 10845.564453
	Iteration 5Q: 3 clusters Score -1175329 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1175399.500000 Penalty: 10845.564453
	Iteration 6Q: 3 clusters Score -1175400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1175448.875000 Penalty: 10845.564453
	Iteration 7Q: 3 clusters Score -1175449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1175485.250000 Penalty: 10845.564453
	Iteration 8Q: 3 clusters Score -1175485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1175502.500000 Penalty: 10845.564453
	Iteration 9Q: 3 clusters Score -1175502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1175518.375000 Penalty: 10845.564453
	Iteration 10Q: 3 clusters Score -1175518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1175534.000000 Penalty: 10845.564453
	Iteration 11Q: 3 clusters Score -1175534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1175552.250000 Penalty: 10845.564453
	Iteration 12Q: 3 clusters Score -1175552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1175569.750000 Penalty: 10845.564453
	Iteration 13Q: 3 clusters Score -1175570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1175586.250000 Penalty: 10845.564453
	Iteration 14Q: 3 clusters Score -1175586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1175597.375000 Penalty: 10845.564453
	Iteration 15Q: 3 clusters Score -1175597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1175602.625000 Penalty: 10845.564453
	Iteration 16Q: 3 clusters Score -1175603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1175612.125000 Penalty: 10845.564453
	Iteration 17Q: 3 clusters Score -1175612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1175621.625000 Penalty: 10845.564453
	Iteration 18Q: 3 clusters Score -1175622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1175630.000000 Penalty: 10845.564453
	Iteration 19Q: 3 clusters Score -1175630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1175645.000000 Penalty: 10845.564453
	Iteration 20F: 3 clusters Score -1175645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1175654.500000 Penalty: 10845.564453
	Iteration 21Q: 3 clusters Score -1175654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1175661.625000 Penalty: 10845.564453
	Iteration 22Q: 3 clusters Score -1175662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1175672.500000 Penalty: 10845.564453
	Iteration 23Q: 3 clusters Score -1175672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1175679.375000 Penalty: 10845.564453
	Iteration 24Q: 3 clusters Score -1175679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1175685.875000 Penalty: 10845.564453
	Iteration 25Q: 3 clusters Score -1175686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1175691.500000 Penalty: 10845.564453
	Iteration 26Q: 3 clusters Score -1175692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1175697.625000 Penalty: 10845.564453
	Iteration 27Q: 3 clusters Score -1175698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1175700.375000 Penalty: 10845.564453
	Iteration 28Q: 3 clusters Score -1175700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1175706.250000 Penalty: 10845.564453
	Iteration 29Q: 3 clusters Score -1175706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1175704.750000 Penalty: 10845.564453
	Iteration 30Q: 3 clusters Score -1175705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1175710.500000 Penalty: 10845.564453
	Iteration 31Q: 3 clusters Score -1175710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1175711.625000 Penalty: 10845.564453
	Iteration 32Q: 3 clusters Score -1175712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1175711.375000 Penalty: 10845.564453
	Iteration 33Q: 3 clusters Score -1175711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1175711.375000 Penalty: 10845.564453
	Iteration 34F: 3 clusters Score -1175711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484094 members 
Entering Unmasked Estep 
Score: -87405864.000000 Penalty: 8017.645996
	Iteration 0F: 2 clusters Score -8.740586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241783 members 
Mstep: Class 2 contains 242311 members 
Entering Unmasked Estep 
Score: -87107256.000000 Penalty: 16035.291992
	Iteration 0F: 3 clusters Score -8.710726e+07 nChanged 232499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234266 members 
Mstep: Class 2 contains 249828 members 
Entering Unmasked Estep 
Score: -87244280.000000 Penalty: 16035.291992
	Iteration 1F: 3 clusters Score -8.724428e+07 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228250 members 
Mstep: Class 2 contains 255844 members 
Entering Unmasked Estep 
Score: -87247312.000000 Penalty: 16035.291992
	Iteration 2Q: 3 clusters Score -8.724731e+07 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218895 members 
Mstep: Class 2 contains 265199 members 
Entering Unmasked Estep 
Score: -87251136.000000 Penalty: 16035.291992
	Iteration 3Q: 3 clusters Score -8.725114e+07 nChanged 18459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204800 members 
Mstep: Class 2 contains 279294 members 
Entering Unmasked Estep 
Score: -87257616.000000 Penalty: 16035.291992
	Iteration 4Q: 3 clusters Score -8.725762e+07 nChanged 24140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183794 members 
Mstep: Class 2 contains 300300 members 
Entering Unmasked Estep 
Score: -87268704.000000 Penalty: 16035.291992
	Iteration 5Q: 3 clusters Score -8.72687e+07 nChanged 31408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154484 members 
Mstep: Class 2 contains 329610 members 
Entering Unmasked Estep 
Score: -87288080.000000 Penalty: 16035.291992
	Iteration 6F: 3 clusters Score -8.728808e+07 nChanged 38500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 366902 members 
Entering Unmasked Estep 
Score: -87317904.000000 Penalty: 16035.291992
	Iteration 7F: 3 clusters Score -8.73179e+07 nChanged 41094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 407252 members 
Entering Unmasked Estep 
Score: -87353432.000000 Penalty: 16035.291992
	Iteration 8F: 3 clusters Score -8.735343e+07 nChanged 34879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 441821 members 
Entering Unmasked Estep 
Score: -87383056.000000 Penalty: 16035.291992
	Iteration 9F: 3 clusters Score -8.738306e+07 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 464085 members 
Entering Unmasked Estep 
Score: -87396432.000000 Penalty: 16035.291992
	Iteration 10Q: 3 clusters Score -8.739643e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 474954 members 
Entering Unmasked Estep 
Score: -87400128.000000 Penalty: 16035.291992
	Iteration 11Q: 3 clusters Score -8.740013e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 479340 members 
Entering Unmasked Estep 
Score: -87400456.000000 Penalty: 16035.291992
	Iteration 12Q: 3 clusters Score -8.740046e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 481094 members 
Entering Unmasked Estep 
Score: -87400688.000000 Penalty: 16035.291992
	Iteration 13Q: 3 clusters Score -8.740069e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 481810 members 
Entering Unmasked Estep 
Score: -87400744.000000 Penalty: 16035.291992
	Iteration 14Q: 3 clusters Score -8.740074e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 482083 members 
Entering Unmasked Estep 
Score: -87400840.000000 Penalty: 16035.291992
	Iteration 15Q: 3 clusters Score -8.740084e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 482198 members 
Entering Unmasked Estep 
Score: -87401024.000000 Penalty: 16035.291992
	Iteration 16Q: 3 clusters Score -8.740102e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 482259 members 
Entering Unmasked Estep 
Score: -87401144.000000 Penalty: 16035.291992
	Iteration 17Q: 3 clusters Score -8.740114e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 482277 members 
Entering Unmasked Estep 
Score: -87401296.000000 Penalty: 16035.291992
	Iteration 18Q: 3 clusters Score -8.74013e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 482273 members 
Entering Unmasked Estep 
Score: -87401384.000000 Penalty: 16035.291992
	Iteration 19Q: 3 clusters Score -8.740138e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 482269 members 
Entering Unmasked Estep 
Score: -87401472.000000 Penalty: 16035.291992
	Iteration 20F: 3 clusters Score -8.740147e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 482275 members 
Entering Unmasked Estep 
Score: -87401512.000000 Penalty: 16035.291992
	Iteration 21Q: 3 clusters Score -8.740151e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 482272 members 
Entering Unmasked Estep 
Score: -87401592.000000 Penalty: 16035.291992
	Iteration 22Q: 3 clusters Score -8.740159e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 482251 members 
Entering Unmasked Estep 
Score: -87401640.000000 Penalty: 16035.291992
	Iteration 23Q: 3 clusters Score -8.740164e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 482244 members 
Entering Unmasked Estep 
Score: -87401744.000000 Penalty: 16035.291992
	Iteration 24Q: 3 clusters Score -8.740174e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 482247 members 
Entering Unmasked Estep 
Score: -87401744.000000 Penalty: 16035.291992
	Iteration 25Q: 3 clusters Score -8.740174e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 482236 members 
Entering Unmasked Estep 
Score: -87401760.000000 Penalty: 16035.291992
	Iteration 26Q: 3 clusters Score -8.740176e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 482218 members 
Entering Unmasked Estep 
Score: -87401928.000000 Penalty: 16035.291992
	Iteration 27Q: 3 clusters Score -8.740193e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 482197 members 
Entering Unmasked Estep 
Score: -87401976.000000 Penalty: 16035.291992
	Iteration 28Q: 3 clusters Score -8.740198e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 482184 members 
Entering Unmasked Estep 
Score: -87401888.000000 Penalty: 16035.291992
	Iteration 29Q: 3 clusters Score -8.740189e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 482162 members 
Entering Unmasked Estep 
Score: -87402024.000000 Penalty: 16035.291992
	Iteration 30Q: 3 clusters Score -8.740202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 482144 members 
Entering Unmasked Estep 
Score: -87402176.000000 Penalty: 16035.291992
	Iteration 31Q: 3 clusters Score -8.740218e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 482130 members 
Entering Unmasked Estep 
Score: -87402224.000000 Penalty: 16035.291992
	Iteration 32Q: 3 clusters Score -8.740222e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 482129 members 
Entering Unmasked Estep 
Score: -87402336.000000 Penalty: 16035.291992
	Iteration 33Q: 3 clusters Score -8.740234e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 482127 members 
Entering Unmasked Estep 
Score: -87402336.000000 Penalty: 16035.291992
	Iteration 34Q: 3 clusters Score -8.740234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 482116 members 
Entering Unmasked Estep 
Score: -87402392.000000 Penalty: 16035.291992
	Iteration 35Q: 3 clusters Score -8.740239e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 482091 members 
Entering Unmasked Estep 
Score: -87402456.000000 Penalty: 16035.291992
	Iteration 36Q: 3 clusters Score -8.740246e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 482053 members 
Entering Unmasked Estep 
Score: -87402536.000000 Penalty: 16035.291992
	Iteration 37Q: 3 clusters Score -8.740254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 482032 members 
Entering Unmasked Estep 
Score: -87402568.000000 Penalty: 16035.291992
	Iteration 38Q: 3 clusters Score -8.740257e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 482005 members 
Entering Unmasked Estep 
Score: -87402616.000000 Penalty: 16035.291992
	Iteration 39Q: 3 clusters Score -8.740262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 481973 members 
Entering Unmasked Estep 
Score: -87402640.000000 Penalty: 16035.291992
	Iteration 40F: 3 clusters Score -8.740264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 481957 members 
Entering Unmasked Estep 
Score: -87402696.000000 Penalty: 16035.291992
	Iteration 41Q: 3 clusters Score -8.74027e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 481944 members 
Entering Unmasked Estep 
Score: -87402720.000000 Penalty: 16035.291992
	Iteration 42Q: 3 clusters Score -8.740272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 481922 members 
Entering Unmasked Estep 
Score: -87402728.000000 Penalty: 16035.291992
	Iteration 43Q: 3 clusters Score -8.740273e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 481909 members 
Entering Unmasked Estep 
Score: -87402776.000000 Penalty: 16035.291992
	Iteration 44Q: 3 clusters Score -8.740278e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 481884 members 
Entering Unmasked Estep 
Score: -87402800.000000 Penalty: 16035.291992
	Iteration 45Q: 3 clusters Score -8.74028e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 481869 members 
Entering Unmasked Estep 
Score: -87402800.000000 Penalty: 16035.291992
	Iteration 46Q: 3 clusters Score -8.74028e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 481836 members 
Entering Unmasked Estep 
Score: -87402928.000000 Penalty: 16035.291992
	Iteration 47Q: 3 clusters Score -8.740293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 481815 members 
Entering Unmasked Estep 
Score: -87402848.000000 Penalty: 16035.291992
	Iteration 48Q: 3 clusters Score -8.740285e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 481778 members 
Entering Unmasked Estep 
Score: -87402904.000000 Penalty: 16035.291992
	Iteration 49Q: 3 clusters Score -8.74029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 481755 members 
Entering Unmasked Estep 
Score: -87402992.000000 Penalty: 16035.291992
	Iteration 50Q: 3 clusters Score -8.740299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 481734 members 
Entering Unmasked Estep 
Score: -87403120.000000 Penalty: 16035.291992
	Iteration 51Q: 3 clusters Score -8.740312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 481720 members 
Entering Unmasked Estep 
Score: -87403144.000000 Penalty: 16035.291992
	Iteration 52Q: 3 clusters Score -8.740314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 481713 members 
Entering Unmasked Estep 
Score: -87403136.000000 Penalty: 16035.291992
	Iteration 53Q: 3 clusters Score -8.740314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 481697 members 
Entering Unmasked Estep 
Score: -87403112.000000 Penalty: 16035.291992
	Iteration 54Q: 3 clusters Score -8.740311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 481686 members 
Entering Unmasked Estep 
Score: -87403200.000000 Penalty: 16035.291992
	Iteration 55Q: 3 clusters Score -8.74032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 481678 members 
Entering Unmasked Estep 
Score: -87403328.000000 Penalty: 16035.291992
	Iteration 56Q: 3 clusters Score -8.740333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 481671 members 
Entering Unmasked Estep 
Score: -87403312.000000 Penalty: 16035.291992
	Iteration 57Q: 3 clusters Score -8.740331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 481665 members 
Entering Unmasked Estep 
Score: -87403312.000000 Penalty: 16035.291992
	Iteration 58Q: 3 clusters Score -8.740331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 481660 members 
Entering Unmasked Estep 
Score: -87403344.000000 Penalty: 16035.291992
	Iteration 59Q: 3 clusters Score -8.740334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 481651 members 
Entering Unmasked Estep 
Score: -87403328.000000 Penalty: 16035.291992
	Iteration 60F: 3 clusters Score -8.740333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 481640 members 
Entering Unmasked Estep 
Score: -87403320.000000 Penalty: 16035.291992
	Iteration 61Q: 3 clusters Score -8.740332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 481634 members 
Entering Unmasked Estep 
Score: -87403352.000000 Penalty: 16035.291992
	Iteration 62Q: 3 clusters Score -8.740335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 481633 members 
Entering Unmasked Estep 
Score: -87403304.000000 Penalty: 16035.291992
	Iteration 63Q: 3 clusters Score -8.74033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 481618 members 
Entering Unmasked Estep 
Score: -87403376.000000 Penalty: 16035.291992
	Iteration 64Q: 3 clusters Score -8.740338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 481606 members 
Entering Unmasked Estep 
Score: -87403368.000000 Penalty: 16035.291992
	Iteration 65Q: 3 clusters Score -8.740337e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 481593 members 
Entering Unmasked Estep 
Score: -87403392.000000 Penalty: 16035.291992
	Iteration 66Q: 3 clusters Score -8.740339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 481591 members 
Entering Unmasked Estep 
Score: -87403464.000000 Penalty: 16035.291992
	Iteration 67Q: 3 clusters Score -8.740346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 481591 members 
Entering Unmasked Estep 
Score: -87403400.000000 Penalty: 16035.291992
	Iteration 68Q: 3 clusters Score -8.74034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 481590 members 
Entering Unmasked Estep 
Score: -87403448.000000 Penalty: 16035.291992
	Iteration 69Q: 3 clusters Score -8.740345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 481582 members 
Entering Unmasked Estep 
Score: -87403488.000000 Penalty: 16035.291992
	Iteration 70Q: 3 clusters Score -8.740349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 481591 members 
Entering Unmasked Estep 
Score: -87403456.000000 Penalty: 16035.291992
	Iteration 71Q: 3 clusters Score -8.740346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 481586 members 
Entering Unmasked Estep 
Score: -87403448.000000 Penalty: 16035.291992
	Iteration 72Q: 3 clusters Score -8.740345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 481578 members 
Entering Unmasked Estep 
Score: -87403456.000000 Penalty: 16035.291992
	Iteration 73Q: 3 clusters Score -8.740346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 481573 members 
Entering Unmasked Estep 
Score: -87403432.000000 Penalty: 16035.291992
	Iteration 74Q: 3 clusters Score -8.740343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 481577 members 
Entering Unmasked Estep 
Score: -87403480.000000 Penalty: 16035.291992
	Iteration 75Q: 3 clusters Score -8.740348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 481572 members 
Entering Unmasked Estep 
Score: -87403448.000000 Penalty: 16035.291992
	Iteration 76Q: 3 clusters Score -8.740345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 481560 members 
Entering Unmasked Estep 
Score: -87403424.000000 Penalty: 16035.291992
	Iteration 77Q: 3 clusters Score -8.740342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 481561 members 
Entering Unmasked Estep 
Score: -87403512.000000 Penalty: 16035.291992
	Iteration 78Q: 3 clusters Score -8.740351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 481556 members 
Entering Unmasked Estep 
Score: -87403520.000000 Penalty: 16035.291992
	Iteration 79Q: 3 clusters Score -8.740352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 481556 members 
Entering Unmasked Estep 
Score: -87403496.000000 Penalty: 16035.291992
	Iteration 80F: 3 clusters Score -8.74035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 481553 members 
Entering Unmasked Estep 
Score: -87403544.000000 Penalty: 16035.291992
	Iteration 81Q: 3 clusters Score -8.740354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 481541 members 
Entering Unmasked Estep 
Score: -87403608.000000 Penalty: 16035.291992
	Iteration 82Q: 3 clusters Score -8.740361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 481538 members 
Entering Unmasked Estep 
Score: -87403624.000000 Penalty: 16035.291992
	Iteration 83Q: 3 clusters Score -8.740362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 481523 members 
Entering Unmasked Estep 
Score: -87403608.000000 Penalty: 16035.291992
	Iteration 84Q: 3 clusters Score -8.740361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 481507 members 
Entering Unmasked Estep 
Score: -87403648.000000 Penalty: 16035.291992
	Iteration 85Q: 3 clusters Score -8.740365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 481496 members 
Entering Unmasked Estep 
Score: -87403624.000000 Penalty: 16035.291992
	Iteration 86Q: 3 clusters Score -8.740362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 481479 members 
Entering Unmasked Estep 
Score: -87403720.000000 Penalty: 16035.291992
	Iteration 87Q: 3 clusters Score -8.740372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 481466 members 
Entering Unmasked Estep 
Score: -87403696.000000 Penalty: 16035.291992
	Iteration 88Q: 3 clusters Score -8.74037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 481464 members 
Entering Unmasked Estep 
Score: -87403736.000000 Penalty: 16035.291992
	Iteration 89Q: 3 clusters Score -8.740374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 481464 members 
Entering Unmasked Estep 
Score: -87403720.000000 Penalty: 16035.291992
	Iteration 90Q: 3 clusters Score -8.740372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 481459 members 
Entering Unmasked Estep 
Score: -87403712.000000 Penalty: 16035.291992
	Iteration 91Q: 3 clusters Score -8.740371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 481457 members 
Entering Unmasked Estep 
Score: -87403704.000000 Penalty: 16035.291992
	Iteration 92Q: 3 clusters Score -8.74037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 481457 members 
Entering Unmasked Estep 
Score: -87403696.000000 Penalty: 16035.291992
	Iteration 93Q: 3 clusters Score -8.74037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 481452 members 
Entering Unmasked Estep 
Score: -87403688.000000 Penalty: 16035.291992
	Iteration 94Q: 3 clusters Score -8.740369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 481448 members 
Entering Unmasked Estep 
Score: -87403728.000000 Penalty: 16035.291992
	Iteration 95Q: 3 clusters Score -8.740373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 481442 members 
Entering Unmasked Estep 
Score: -87403712.000000 Penalty: 16035.291992
	Iteration 96Q: 3 clusters Score -8.740371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 481438 members 
Entering Unmasked Estep 
Score: -87403712.000000 Penalty: 16035.291992
	Iteration 97Q: 3 clusters Score -8.740371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 481435 members 
Entering Unmasked Estep 
Score: -87403712.000000 Penalty: 16035.291992
	Iteration 98Q: 3 clusters Score -8.740371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 481432 members 
Entering Unmasked Estep 
Score: -87403712.000000 Penalty: 16035.291992
	Iteration 99Q: 3 clusters Score -8.740371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 481431 members 
Entering Unmasked Estep 
Score: -87403752.000000 Penalty: 16035.291992
	Iteration 100F: 3 clusters Score -8.740375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 481427 members 
Entering Unmasked Estep 
Score: -87403744.000000 Penalty: 16035.291992
	Iteration 101Q: 3 clusters Score -8.740374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 481421 members 
Entering Unmasked Estep 
Score: -87403744.000000 Penalty: 16035.291992
	Iteration 102Q: 3 clusters Score -8.740374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 481415 members 
Entering Unmasked Estep 
Score: -87403736.000000 Penalty: 16035.291992
	Iteration 103Q: 3 clusters Score -8.740374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 481412 members 
Entering Unmasked Estep 
Score: -87403776.000000 Penalty: 16035.291992
	Iteration 104Q: 3 clusters Score -8.740378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 481407 members 
Entering Unmasked Estep 
Score: -87403784.000000 Penalty: 16035.291992
	Iteration 105Q: 3 clusters Score -8.740378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 481404 members 
Entering Unmasked Estep 
Score: -87403792.000000 Penalty: 16035.291992
	Iteration 106Q: 3 clusters Score -8.740379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 481402 members 
Entering Unmasked Estep 
Score: -87403776.000000 Penalty: 16035.291992
	Iteration 107Q: 3 clusters Score -8.740378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 481395 members 
Entering Unmasked Estep 
Score: -87403792.000000 Penalty: 16035.291992
	Iteration 108Q: 3 clusters Score -8.740379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 481391 members 
Entering Unmasked Estep 
Score: -87403800.000000 Penalty: 16035.291992
	Iteration 109Q: 3 clusters Score -8.74038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 481388 members 
Entering Unmasked Estep 
Score: -87403864.000000 Penalty: 16035.291992
	Iteration 110Q: 3 clusters Score -8.740386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 481390 members 
Entering Unmasked Estep 
Score: -87403888.000000 Penalty: 16035.291992
	Iteration 111Q: 3 clusters Score -8.740389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 481391 members 
Entering Unmasked Estep 
Score: -87403824.000000 Penalty: 16035.291992
	Iteration 112Q: 3 clusters Score -8.740382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 481389 members 
Entering Unmasked Estep 
Score: -87403872.000000 Penalty: 16035.291992
	Iteration 113Q: 3 clusters Score -8.740387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 481389 members 
Entering Unmasked Estep 
Score: -87403816.000000 Penalty: 16035.291992
	Iteration 114Q: 3 clusters Score -8.740382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 481389 members 
Entering Unmasked Estep 
Score: -87403888.000000 Penalty: 16035.291992
	Iteration 115Q: 3 clusters Score -8.740389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 481388 members 
Entering Unmasked Estep 
Score: -87403872.000000 Penalty: 16035.291992
	Iteration 116Q: 3 clusters Score -8.740387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 481386 members 
Entering Unmasked Estep 
Score: -87403840.000000 Penalty: 16035.291992
	Iteration 117Q: 3 clusters Score -8.740384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 481384 members 
Entering Unmasked Estep 
Score: -87403848.000000 Penalty: 16035.291992
	Iteration 118Q: 3 clusters Score -8.740385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 481384 members 
Entering Unmasked Estep 
Score: -87403864.000000 Penalty: 16035.291992
	Iteration 119Q: 3 clusters Score -8.740386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 481383 members 
Entering Unmasked Estep 
Score: -87403888.000000 Penalty: 16035.291992
	Iteration 120F: 3 clusters Score -8.740389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 481381 members 
Entering Unmasked Estep 
Score: -87403904.000000 Penalty: 16035.291992
	Iteration 121Q: 3 clusters Score -8.74039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 481381 members 
Entering Unmasked Estep 
Score: -87403904.000000 Penalty: 16035.291992
	Iteration 122F: 3 clusters Score -8.74039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Entering Unmasked Estep 
Score: -6545298.000000 Penalty: 6466.375977
	Iteration 0F: 2 clusters Score -6545298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -6517102.500000 Penalty: 12932.751953
	Iteration 0F: 3 clusters Score -6517102 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -6525890.000000 Penalty: 12932.751953
	Iteration 1F: 3 clusters Score -6525890 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -6526786.500000 Penalty: 12932.751953
	Iteration 2F: 3 clusters Score -6526786 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -6527489.000000 Penalty: 12932.751953
	Iteration 3Q: 3 clusters Score -6527489 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -6528110.000000 Penalty: 12932.751953
	Iteration 4Q: 3 clusters Score -6528110 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -6528652.500000 Penalty: 12932.751953
	Iteration 5Q: 3 clusters Score -6528652 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -6529185.000000 Penalty: 12932.751953
	Iteration 6Q: 3 clusters Score -6529185 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6529787.500000 Penalty: 12932.751953
	Iteration 7Q: 3 clusters Score -6529788 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -6530615.500000 Penalty: 12932.751953
	Iteration 8Q: 3 clusters Score -6530616 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -6531653.500000 Penalty: 12932.751953
	Iteration 9Q: 3 clusters Score -6531654 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -6532901.500000 Penalty: 12932.751953
	Iteration 10Q: 3 clusters Score -6532902 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -6534199.500000 Penalty: 12932.751953
	Iteration 11Q: 3 clusters Score -6534200 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -6535452.000000 Penalty: 12932.751953
	Iteration 12Q: 3 clusters Score -6535452 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -6536579.500000 Penalty: 12932.751953
	Iteration 13Q: 3 clusters Score -6536580 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -6537560.500000 Penalty: 12932.751953
	Iteration 14Q: 3 clusters Score -6537560 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -6538397.500000 Penalty: 12932.751953
	Iteration 15Q: 3 clusters Score -6538398 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6539073.500000 Penalty: 12932.751953
	Iteration 16Q: 3 clusters Score -6539074 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6539534.500000 Penalty: 12932.751953
	Iteration 17Q: 3 clusters Score -6539534 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6539848.500000 Penalty: 12932.751953
	Iteration 18Q: 3 clusters Score -6539848 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6540083.500000 Penalty: 12932.751953
	Iteration 19Q: 3 clusters Score -6540084 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6540217.500000 Penalty: 12932.751953
	Iteration 20F: 3 clusters Score -6540218 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6540355.000000 Penalty: 12932.751953
	Iteration 21Q: 3 clusters Score -6540355 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6540429.500000 Penalty: 12932.751953
	Iteration 22Q: 3 clusters Score -6540430 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6540513.000000 Penalty: 12932.751953
	Iteration 23Q: 3 clusters Score -6540513 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6540550.500000 Penalty: 12932.751953
	Iteration 24Q: 3 clusters Score -6540550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6540587.500000 Penalty: 12932.751953
	Iteration 25Q: 3 clusters Score -6540588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6540616.000000 Penalty: 12932.751953
	Iteration 26Q: 3 clusters Score -6540616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6540639.000000 Penalty: 12932.751953
	Iteration 27Q: 3 clusters Score -6540639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6540663.500000 Penalty: 12932.751953
	Iteration 28Q: 3 clusters Score -6540664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6540680.500000 Penalty: 12932.751953
	Iteration 29Q: 3 clusters Score -6540680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6540688.500000 Penalty: 12932.751953
	Iteration 30Q: 3 clusters Score -6540688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6540708.000000 Penalty: 12932.751953
	Iteration 31Q: 3 clusters Score -6540708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6540724.000000 Penalty: 12932.751953
	Iteration 32Q: 3 clusters Score -6540724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6540738.500000 Penalty: 12932.751953
	Iteration 33Q: 3 clusters Score -6540738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6540740.000000 Penalty: 12932.751953
	Iteration 34Q: 3 clusters Score -6540740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6540740.500000 Penalty: 12932.751953
	Iteration 35Q: 3 clusters Score -6540740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6540754.500000 Penalty: 12932.751953
	Iteration 36Q: 3 clusters Score -6540754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6540768.500000 Penalty: 12932.751953
	Iteration 37Q: 3 clusters Score -6540768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6540772.500000 Penalty: 12932.751953
	Iteration 38Q: 3 clusters Score -6540772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6540779.000000 Penalty: 12932.751953
	Iteration 39Q: 3 clusters Score -6540779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6540781.500000 Penalty: 12932.751953
	Iteration 40F: 3 clusters Score -6540782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6540789.500000 Penalty: 12932.751953
	Iteration 41Q: 3 clusters Score -6540790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6540782.500000 Penalty: 12932.751953
	Iteration 42Q: 3 clusters Score -6540782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6540783.500000 Penalty: 12932.751953
	Iteration 43Q: 3 clusters Score -6540784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6540772.500000 Penalty: 12932.751953
	Iteration 44Q: 3 clusters Score -6540772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6540778.500000 Penalty: 12932.751953
	Iteration 45Q: 3 clusters Score -6540778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6540776.000000 Penalty: 12932.751953
	Iteration 46Q: 3 clusters Score -6540776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6540772.000000 Penalty: 12932.751953
	Iteration 47Q: 3 clusters Score -6540772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6540771.000000 Penalty: 12932.751953
	Iteration 48Q: 3 clusters Score -6540771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6540776.500000 Penalty: 12932.751953
	Iteration 49Q: 3 clusters Score -6540776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6540781.500000 Penalty: 12932.751953
	Iteration 50Q: 3 clusters Score -6540782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6540781.500000 Penalty: 12932.751953
	Iteration 51F: 3 clusters Score -6540782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Entering Unmasked Estep 
Score: -13248434.000000 Penalty: 6869.717773
	Iteration 0F: 2 clusters Score -1.324843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -13197035.000000 Penalty: 13739.435547
	Iteration 0F: 3 clusters Score -1.319704e+07 nChanged 33559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -13214923.000000 Penalty: 13739.435547
	Iteration 1F: 3 clusters Score -1.321492e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -13215918.000000 Penalty: 13739.435547
	Iteration 2Q: 3 clusters Score -1.321592e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -13216770.000000 Penalty: 13739.435547
	Iteration 3Q: 3 clusters Score -1.321677e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -13217481.000000 Penalty: 13739.435547
	Iteration 4Q: 3 clusters Score -1.321748e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -13218104.000000 Penalty: 13739.435547
	Iteration 5Q: 3 clusters Score -1.32181e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -13218814.000000 Penalty: 13739.435547
	Iteration 6Q: 3 clusters Score -1.321881e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -13219708.000000 Penalty: 13739.435547
	Iteration 7Q: 3 clusters Score -1.321971e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -13221056.000000 Penalty: 13739.435547
	Iteration 8Q: 3 clusters Score -1.322106e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -13223067.000000 Penalty: 13739.435547
	Iteration 9Q: 3 clusters Score -1.322307e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -13225934.000000 Penalty: 13739.435547
	Iteration 10F: 3 clusters Score -1.322593e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -13229617.000000 Penalty: 13739.435547
	Iteration 11F: 3 clusters Score -1.322962e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -13233516.000000 Penalty: 13739.435547
	Iteration 12F: 3 clusters Score -1.323352e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -13236877.000000 Penalty: 13739.435547
	Iteration 13Q: 3 clusters Score -1.323688e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -13238996.000000 Penalty: 13739.435547
	Iteration 14Q: 3 clusters Score -1.3239e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -13240357.000000 Penalty: 13739.435547
	Iteration 15Q: 3 clusters Score -1.324036e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -13241258.000000 Penalty: 13739.435547
	Iteration 16Q: 3 clusters Score -1.324126e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -13241768.000000 Penalty: 13739.435547
	Iteration 17Q: 3 clusters Score -1.324177e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -13242094.000000 Penalty: 13739.435547
	Iteration 18Q: 3 clusters Score -1.324209e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -13242274.000000 Penalty: 13739.435547
	Iteration 19Q: 3 clusters Score -1.324227e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -13242444.000000 Penalty: 13739.435547
	Iteration 20F: 3 clusters Score -1.324244e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -13242558.000000 Penalty: 13739.435547
	Iteration 21Q: 3 clusters Score -1.324256e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -13242608.000000 Penalty: 13739.435547
	Iteration 22Q: 3 clusters Score -1.324261e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -13242689.000000 Penalty: 13739.435547
	Iteration 23Q: 3 clusters Score -1.324269e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -13242721.000000 Penalty: 13739.435547
	Iteration 24Q: 3 clusters Score -1.324272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -13242755.000000 Penalty: 13739.435547
	Iteration 25Q: 3 clusters Score -1.324276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -13242804.000000 Penalty: 13739.435547
	Iteration 26Q: 3 clusters Score -1.32428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -13242818.000000 Penalty: 13739.435547
	Iteration 27Q: 3 clusters Score -1.324282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -13242848.000000 Penalty: 13739.435547
	Iteration 28Q: 3 clusters Score -1.324285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -13242862.000000 Penalty: 13739.435547
	Iteration 29Q: 3 clusters Score -1.324286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -13242874.000000 Penalty: 13739.435547
	Iteration 30Q: 3 clusters Score -1.324287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -13242885.000000 Penalty: 13739.435547
	Iteration 31Q: 3 clusters Score -1.324288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -13242893.000000 Penalty: 13739.435547
	Iteration 32Q: 3 clusters Score -1.324289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -13242894.000000 Penalty: 13739.435547
	Iteration 33Q: 3 clusters Score -1.324289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -13242907.000000 Penalty: 13739.435547
	Iteration 34Q: 3 clusters Score -1.324291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -13242889.000000 Penalty: 13739.435547
	Iteration 35Q: 3 clusters Score -1.324289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -13242914.000000 Penalty: 13739.435547
	Iteration 36Q: 3 clusters Score -1.324291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -13242924.000000 Penalty: 13739.435547
	Iteration 37Q: 3 clusters Score -1.324292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -13242938.000000 Penalty: 13739.435547
	Iteration 38Q: 3 clusters Score -1.324294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -13242944.000000 Penalty: 13739.435547
	Iteration 39Q: 3 clusters Score -1.324294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -13242958.000000 Penalty: 13739.435547
	Iteration 40F: 3 clusters Score -1.324296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -13242963.000000 Penalty: 13739.435547
	Iteration 41Q: 3 clusters Score -1.324296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -13242973.000000 Penalty: 13739.435547
	Iteration 42Q: 3 clusters Score -1.324297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -13242962.000000 Penalty: 13739.435547
	Iteration 43Q: 3 clusters Score -1.324296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -13242988.000000 Penalty: 13739.435547
	Iteration 44Q: 3 clusters Score -1.324299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -13242993.000000 Penalty: 13739.435547
	Iteration 45Q: 3 clusters Score -1.324299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -13242988.000000 Penalty: 13739.435547
	Iteration 46Q: 3 clusters Score -1.324299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -13242992.000000 Penalty: 13739.435547
	Iteration 47Q: 3 clusters Score -1.324299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -13242978.000000 Penalty: 13739.435547
	Iteration 48Q: 3 clusters Score -1.324298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -13242981.000000 Penalty: 13739.435547
	Iteration 49Q: 3 clusters Score -1.324298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -13242982.000000 Penalty: 13739.435547
	Iteration 50Q: 3 clusters Score -1.324298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -13242987.000000 Penalty: 13739.435547
	Iteration 51Q: 3 clusters Score -1.324299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -13242995.000000 Penalty: 13739.435547
	Iteration 52Q: 3 clusters Score -1.3243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -13243000.000000 Penalty: 13739.435547
	Iteration 53Q: 3 clusters Score -1.3243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -13243001.000000 Penalty: 13739.435547
	Iteration 54Q: 3 clusters Score -1.3243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -13242982.000000 Penalty: 13739.435547
	Iteration 55Q: 3 clusters Score -1.324298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -13242988.000000 Penalty: 13739.435547
	Iteration 56Q: 3 clusters Score -1.324299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -13242985.000000 Penalty: 13739.435547
	Iteration 57Q: 3 clusters Score -1.324298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -13242997.000000 Penalty: 13739.435547
	Iteration 58Q: 3 clusters Score -1.3243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -13242995.000000 Penalty: 13739.435547
	Iteration 59Q: 3 clusters Score -1.3243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -13242995.000000 Penalty: 13739.435547
	Iteration 60F: 3 clusters Score -1.3243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Entering Unmasked Estep 
Score: -6385543.500000 Penalty: 6416.250977
	Iteration 0F: 2 clusters Score -6385544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -6359230.500000 Penalty: 12832.501953
	Iteration 0F: 3 clusters Score -6359230 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -6367184.000000 Penalty: 12832.501953
	Iteration 1F: 3 clusters Score -6367184 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6367973.500000 Penalty: 12832.501953
	Iteration 2F: 3 clusters Score -6367974 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6368543.000000 Penalty: 12832.501953
	Iteration 3Q: 3 clusters Score -6368543 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -6368990.500000 Penalty: 12832.501953
	Iteration 4Q: 3 clusters Score -6368990 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6369392.500000 Penalty: 12832.501953
	Iteration 5Q: 3 clusters Score -6369392 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -6369758.000000 Penalty: 12832.501953
	Iteration 6Q: 3 clusters Score -6369758 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -6370200.000000 Penalty: 12832.501953
	Iteration 7Q: 3 clusters Score -6370200 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -6370755.500000 Penalty: 12832.501953
	Iteration 8Q: 3 clusters Score -6370756 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6371430.500000 Penalty: 12832.501953
	Iteration 9Q: 3 clusters Score -6371430 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -6372327.000000 Penalty: 12832.501953
	Iteration 10Q: 3 clusters Score -6372327 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -6373380.000000 Penalty: 12832.501953
	Iteration 11Q: 3 clusters Score -6373380 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -6374508.000000 Penalty: 12832.501953
	Iteration 12F: 3 clusters Score -6374508 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -6375636.500000 Penalty: 12832.501953
	Iteration 13Q: 3 clusters Score -6375636 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6376691.500000 Penalty: 12832.501953
	Iteration 14Q: 3 clusters Score -6376692 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -6377571.500000 Penalty: 12832.501953
	Iteration 15Q: 3 clusters Score -6377572 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6378176.500000 Penalty: 12832.501953
	Iteration 16Q: 3 clusters Score -6378176 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -6378674.500000 Penalty: 12832.501953
	Iteration 17Q: 3 clusters Score -6378674 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6379038.500000 Penalty: 12832.501953
	Iteration 18Q: 3 clusters Score -6379038 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6379329.500000 Penalty: 12832.501953
	Iteration 19Q: 3 clusters Score -6379330 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6379544.500000 Penalty: 12832.501953
	Iteration 20F: 3 clusters Score -6379544 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6379703.000000 Penalty: 12832.501953
	Iteration 21Q: 3 clusters Score -6379703 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -6379863.000000 Penalty: 12832.501953
	Iteration 22Q: 3 clusters Score -6379863 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6379971.500000 Penalty: 12832.501953
	Iteration 23Q: 3 clusters Score -6379972 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6380065.500000 Penalty: 12832.501953
	Iteration 24Q: 3 clusters Score -6380066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6380174.000000 Penalty: 12832.501953
	Iteration 25Q: 3 clusters Score -6380174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6380239.500000 Penalty: 12832.501953
	Iteration 26Q: 3 clusters Score -6380240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6380309.500000 Penalty: 12832.501953
	Iteration 27Q: 3 clusters Score -6380310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6380386.000000 Penalty: 12832.501953
	Iteration 28Q: 3 clusters Score -6380386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6380458.500000 Penalty: 12832.501953
	Iteration 29Q: 3 clusters Score -6380458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6380486.000000 Penalty: 12832.501953
	Iteration 30Q: 3 clusters Score -6380486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -6380528.000000 Penalty: 12832.501953
	Iteration 31Q: 3 clusters Score -6380528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -6380560.500000 Penalty: 12832.501953
	Iteration 32Q: 3 clusters Score -6380560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6380587.500000 Penalty: 12832.501953
	Iteration 33Q: 3 clusters Score -6380588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6380605.500000 Penalty: 12832.501953
	Iteration 34Q: 3 clusters Score -6380606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6380623.000000 Penalty: 12832.501953
	Iteration 35Q: 3 clusters Score -6380623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6380634.500000 Penalty: 12832.501953
	Iteration 36Q: 3 clusters Score -6380634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6380651.000000 Penalty: 12832.501953
	Iteration 37Q: 3 clusters Score -6380651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -6380667.500000 Penalty: 12832.501953
	Iteration 38Q: 3 clusters Score -6380668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6380682.500000 Penalty: 12832.501953
	Iteration 39Q: 3 clusters Score -6380682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6380691.000000 Penalty: 12832.501953
	Iteration 40F: 3 clusters Score -6380691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6380719.000000 Penalty: 12832.501953
	Iteration 41Q: 3 clusters Score -6380719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6380733.500000 Penalty: 12832.501953
	Iteration 42Q: 3 clusters Score -6380734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6380751.500000 Penalty: 12832.501953
	Iteration 43Q: 3 clusters Score -6380752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6380752.000000 Penalty: 12832.501953
	Iteration 44Q: 3 clusters Score -6380752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6380763.000000 Penalty: 12832.501953
	Iteration 45Q: 3 clusters Score -6380763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6380767.500000 Penalty: 12832.501953
	Iteration 46Q: 3 clusters Score -6380768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6380768.000000 Penalty: 12832.501953
	Iteration 47Q: 3 clusters Score -6380768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6380768.500000 Penalty: 12832.501953
	Iteration 48Q: 3 clusters Score -6380768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6380763.500000 Penalty: 12832.501953
	Iteration 49Q: 3 clusters Score -6380764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6380765.500000 Penalty: 12832.501953
	Iteration 50Q: 3 clusters Score -6380766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6380768.000000 Penalty: 12832.501953
	Iteration 51Q: 3 clusters Score -6380768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6380768.000000 Penalty: 12832.501953
	Iteration 52Q: 3 clusters Score -6380768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6380780.500000 Penalty: 12832.501953
	Iteration 53Q: 3 clusters Score -6380780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6380768.000000 Penalty: 12832.501953
	Iteration 54Q: 3 clusters Score -6380768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6380773.500000 Penalty: 12832.501953
	Iteration 55Q: 3 clusters Score -6380774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6380769.000000 Penalty: 12832.501953
	Iteration 56Q: 3 clusters Score -6380769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6380766.500000 Penalty: 12832.501953
	Iteration 57Q: 3 clusters Score -6380766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6380766.500000 Penalty: 12832.501953
	Iteration 58F: 3 clusters Score -6380766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -1297171.000000 Penalty: 5461.688477
	Iteration 0F: 2 clusters Score -1297171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1288550.875000 Penalty: 10923.376953
	Iteration 0F: 3 clusters Score -1288551 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1290161.875000 Penalty: 10923.376953
	Iteration 1F: 3 clusters Score -1290162 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1290592.125000 Penalty: 10923.376953
	Iteration 2F: 3 clusters Score -1290592 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1290839.500000 Penalty: 10923.376953
	Iteration 3Q: 3 clusters Score -1290840 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1290980.250000 Penalty: 10923.376953
	Iteration 4Q: 3 clusters Score -1290980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1291072.125000 Penalty: 10923.376953
	Iteration 5Q: 3 clusters Score -1291072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1291141.250000 Penalty: 10923.376953
	Iteration 6Q: 3 clusters Score -1291141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1291189.125000 Penalty: 10923.376953
	Iteration 7Q: 3 clusters Score -1291189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1291231.875000 Penalty: 10923.376953
	Iteration 8Q: 3 clusters Score -1291232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1291274.625000 Penalty: 10923.376953
	Iteration 9Q: 3 clusters Score -1291275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1291297.625000 Penalty: 10923.376953
	Iteration 10Q: 3 clusters Score -1291298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1291325.625000 Penalty: 10923.376953
	Iteration 11Q: 3 clusters Score -1291326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1291350.750000 Penalty: 10923.376953
	Iteration 12Q: 3 clusters Score -1291351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1291370.250000 Penalty: 10923.376953
	Iteration 13Q: 3 clusters Score -1291370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1291388.000000 Penalty: 10923.376953
	Iteration 14Q: 3 clusters Score -1291388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1291403.125000 Penalty: 10923.376953
	Iteration 15Q: 3 clusters Score -1291403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1291419.000000 Penalty: 10923.376953
	Iteration 16Q: 3 clusters Score -1291419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1291433.125000 Penalty: 10923.376953
	Iteration 17Q: 3 clusters Score -1291433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1291446.625000 Penalty: 10923.376953
	Iteration 18Q: 3 clusters Score -1291447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1291452.750000 Penalty: 10923.376953
	Iteration 19Q: 3 clusters Score -1291453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1291463.125000 Penalty: 10923.376953
	Iteration 20F: 3 clusters Score -1291463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1291467.625000 Penalty: 10923.376953
	Iteration 21Q: 3 clusters Score -1291468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1291472.625000 Penalty: 10923.376953
	Iteration 22Q: 3 clusters Score -1291473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1291482.250000 Penalty: 10923.376953
	Iteration 23Q: 3 clusters Score -1291482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1291489.000000 Penalty: 10923.376953
	Iteration 24Q: 3 clusters Score -1291489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1291499.375000 Penalty: 10923.376953
	Iteration 25Q: 3 clusters Score -1291499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1291505.250000 Penalty: 10923.376953
	Iteration 26Q: 3 clusters Score -1291505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1291512.875000 Penalty: 10923.376953
	Iteration 27Q: 3 clusters Score -1291513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1291516.750000 Penalty: 10923.376953
	Iteration 28Q: 3 clusters Score -1291517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1291517.875000 Penalty: 10923.376953
	Iteration 29Q: 3 clusters Score -1291518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1291525.000000 Penalty: 10923.376953
	Iteration 30Q: 3 clusters Score -1291525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1291527.750000 Penalty: 10923.376953
	Iteration 31Q: 3 clusters Score -1291528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1291531.500000 Penalty: 10923.376953
	Iteration 32Q: 3 clusters Score -1291532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1291530.875000 Penalty: 10923.376953
	Iteration 33Q: 3 clusters Score -1291531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1291534.000000 Penalty: 10923.376953
	Iteration 34Q: 3 clusters Score -1291534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1291543.000000 Penalty: 10923.376953
	Iteration 35Q: 3 clusters Score -1291543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1291548.125000 Penalty: 10923.376953
	Iteration 36Q: 3 clusters Score -1291548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1291555.125000 Penalty: 10923.376953
	Iteration 37Q: 3 clusters Score -1291555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1291557.375000 Penalty: 10923.376953
	Iteration 38Q: 3 clusters Score -1291557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1291567.000000 Penalty: 10923.376953
	Iteration 39Q: 3 clusters Score -1291567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1291568.125000 Penalty: 10923.376953
	Iteration 40F: 3 clusters Score -1291568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1291572.000000 Penalty: 10923.376953
	Iteration 41Q: 3 clusters Score -1291572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1291575.250000 Penalty: 10923.376953
	Iteration 42Q: 3 clusters Score -1291575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1291577.875000 Penalty: 10923.376953
	Iteration 43Q: 3 clusters Score -1291578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1291586.625000 Penalty: 10923.376953
	Iteration 44Q: 3 clusters Score -1291587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1291591.375000 Penalty: 10923.376953
	Iteration 45Q: 3 clusters Score -1291591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1291596.250000 Penalty: 10923.376953
	Iteration 46Q: 3 clusters Score -1291596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1291599.500000 Penalty: 10923.376953
	Iteration 47Q: 3 clusters Score -1291600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1291604.250000 Penalty: 10923.376953
	Iteration 48Q: 3 clusters Score -1291604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1291605.125000 Penalty: 10923.376953
	Iteration 49Q: 3 clusters Score -1291605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1291607.250000 Penalty: 10923.376953
	Iteration 50Q: 3 clusters Score -1291607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1291607.500000 Penalty: 10923.376953
	Iteration 51Q: 3 clusters Score -1291608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1291609.250000 Penalty: 10923.376953
	Iteration 52Q: 3 clusters Score -1291609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1291611.125000 Penalty: 10923.376953
	Iteration 53Q: 3 clusters Score -1291611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1291608.750000 Penalty: 10923.376953
	Iteration 54Q: 3 clusters Score -1291609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1291610.875000 Penalty: 10923.376953
	Iteration 55Q: 3 clusters Score -1291611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1291611.875000 Penalty: 10923.376953
	Iteration 56Q: 3 clusters Score -1291612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1291612.375000 Penalty: 10923.376953
	Iteration 57Q: 3 clusters Score -1291612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1291613.250000 Penalty: 10923.376953
	Iteration 58Q: 3 clusters Score -1291613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1291613.250000 Penalty: 10923.376953
	Iteration 59F: 3 clusters Score -1291613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -767240.562500 Penalty: 5151.021484
	Iteration 0F: 2 clusters Score -767240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -760547.562500 Penalty: 10302.042969
	Iteration 0F: 3 clusters Score -760547.6 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -761695.937500 Penalty: 10302.042969
	Iteration 1F: 3 clusters Score -761695.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -762126.000000 Penalty: 10302.042969
	Iteration 2F: 3 clusters Score -762126 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -762564.625000 Penalty: 10302.042969
	Iteration 3F: 3 clusters Score -762564.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -763102.937500 Penalty: 10302.042969
	Iteration 4F: 3 clusters Score -763102.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -763620.687500 Penalty: 10302.042969
	Iteration 5F: 3 clusters Score -763620.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -764011.875000 Penalty: 10302.042969
	Iteration 6F: 3 clusters Score -764011.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -764253.000000 Penalty: 10302.042969
	Iteration 7Q: 3 clusters Score -764253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -764400.812500 Penalty: 10302.042969
	Iteration 8Q: 3 clusters Score -764400.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -764514.375000 Penalty: 10302.042969
	Iteration 9Q: 3 clusters Score -764514.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -764595.312500 Penalty: 10302.042969
	Iteration 10Q: 3 clusters Score -764595.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -764642.062500 Penalty: 10302.042969
	Iteration 11Q: 3 clusters Score -764642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -764663.250000 Penalty: 10302.042969
	Iteration 12Q: 3 clusters Score -764663.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -764676.875000 Penalty: 10302.042969
	Iteration 13Q: 3 clusters Score -764676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -764678.500000 Penalty: 10302.042969
	Iteration 14Q: 3 clusters Score -764678.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -764682.375000 Penalty: 10302.042969
	Iteration 15Q: 3 clusters Score -764682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -764686.375000 Penalty: 10302.042969
	Iteration 16Q: 3 clusters Score -764686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -764686.437500 Penalty: 10302.042969
	Iteration 17Q: 3 clusters Score -764686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -764686.437500 Penalty: 10302.042969
	Iteration 18F: 3 clusters Score -764686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Entering Unmasked Estep 
Score: -3091223.250000 Penalty: 5971.973633
	Iteration 0F: 2 clusters Score -3091223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3076514.000000 Penalty: 11943.947266
	Iteration 0F: 3 clusters Score -3076514 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3080442.500000 Penalty: 11943.947266
	Iteration 1F: 3 clusters Score -3080442 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3081345.250000 Penalty: 11943.947266
	Iteration 2F: 3 clusters Score -3081345 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3081941.000000 Penalty: 11943.947266
	Iteration 3F: 3 clusters Score -3081941 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3082383.250000 Penalty: 11943.947266
	Iteration 4Q: 3 clusters Score -3082383 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3082698.000000 Penalty: 11943.947266
	Iteration 5Q: 3 clusters Score -3082698 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3082942.500000 Penalty: 11943.947266
	Iteration 6Q: 3 clusters Score -3082942 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3083182.000000 Penalty: 11943.947266
	Iteration 7Q: 3 clusters Score -3083182 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3083421.000000 Penalty: 11943.947266
	Iteration 8Q: 3 clusters Score -3083421 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3083642.250000 Penalty: 11943.947266
	Iteration 9Q: 3 clusters Score -3083642 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3083878.500000 Penalty: 11943.947266
	Iteration 10Q: 3 clusters Score -3083878 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3084154.750000 Penalty: 11943.947266
	Iteration 11Q: 3 clusters Score -3084155 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3084443.750000 Penalty: 11943.947266
	Iteration 12Q: 3 clusters Score -3084444 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3084741.250000 Penalty: 11943.947266
	Iteration 13Q: 3 clusters Score -3084741 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3085046.750000 Penalty: 11943.947266
	Iteration 14Q: 3 clusters Score -3085047 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3085366.500000 Penalty: 11943.947266
	Iteration 15Q: 3 clusters Score -3085366 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3085642.750000 Penalty: 11943.947266
	Iteration 16Q: 3 clusters Score -3085643 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3085898.250000 Penalty: 11943.947266
	Iteration 17Q: 3 clusters Score -3085898 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3086139.250000 Penalty: 11943.947266
	Iteration 18Q: 3 clusters Score -3086139 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3086359.750000 Penalty: 11943.947266
	Iteration 19Q: 3 clusters Score -3086360 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3086540.250000 Penalty: 11943.947266
	Iteration 20F: 3 clusters Score -3086540 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3086694.000000 Penalty: 11943.947266
	Iteration 21Q: 3 clusters Score -3086694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3086829.750000 Penalty: 11943.947266
	Iteration 22Q: 3 clusters Score -3086830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3086952.500000 Penalty: 11943.947266
	Iteration 23Q: 3 clusters Score -3086952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3087049.500000 Penalty: 11943.947266
	Iteration 24Q: 3 clusters Score -3087050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3087123.250000 Penalty: 11943.947266
	Iteration 25Q: 3 clusters Score -3087123 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3087188.250000 Penalty: 11943.947266
	Iteration 26Q: 3 clusters Score -3087188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3087244.250000 Penalty: 11943.947266
	Iteration 27Q: 3 clusters Score -3087244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3087277.500000 Penalty: 11943.947266
	Iteration 28Q: 3 clusters Score -3087278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3087312.250000 Penalty: 11943.947266
	Iteration 29Q: 3 clusters Score -3087312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3087336.000000 Penalty: 11943.947266
	Iteration 30Q: 3 clusters Score -3087336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3087353.000000 Penalty: 11943.947266
	Iteration 31Q: 3 clusters Score -3087353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3087370.000000 Penalty: 11943.947266
	Iteration 32Q: 3 clusters Score -3087370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3087387.000000 Penalty: 11943.947266
	Iteration 33Q: 3 clusters Score -3087387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3087396.250000 Penalty: 11943.947266
	Iteration 34Q: 3 clusters Score -3087396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3087402.500000 Penalty: 11943.947266
	Iteration 35Q: 3 clusters Score -3087402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3087410.250000 Penalty: 11943.947266
	Iteration 36Q: 3 clusters Score -3087410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3087418.750000 Penalty: 11943.947266
	Iteration 37Q: 3 clusters Score -3087419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3087423.750000 Penalty: 11943.947266
	Iteration 38Q: 3 clusters Score -3087424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3087421.750000 Penalty: 11943.947266
	Iteration 39Q: 3 clusters Score -3087422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3087429.500000 Penalty: 11943.947266
	Iteration 40F: 3 clusters Score -3087430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3087436.500000 Penalty: 11943.947266
	Iteration 41Q: 3 clusters Score -3087436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3087437.250000 Penalty: 11943.947266
	Iteration 42Q: 3 clusters Score -3087437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3087442.250000 Penalty: 11943.947266
	Iteration 43Q: 3 clusters Score -3087442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3087444.000000 Penalty: 11943.947266
	Iteration 44Q: 3 clusters Score -3087444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3087444.000000 Penalty: 11943.947266
	Iteration 45F: 3 clusters Score -3087444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176403 members 
Entering Unmasked Estep 
Score: -31841230.000000 Penalty: 7399.322266
	Iteration 0F: 2 clusters Score -3.184123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -31722598.000000 Penalty: 14798.644531
	Iteration 0F: 3 clusters Score -3.17226e+07 nChanged 82784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -31768988.000000 Penalty: 14798.644531
	Iteration 1F: 3 clusters Score -3.176899e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -31770042.000000 Penalty: 14798.644531
	Iteration 2Q: 3 clusters Score -3.177004e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -31771154.000000 Penalty: 14798.644531
	Iteration 3Q: 3 clusters Score -3.177115e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -31772396.000000 Penalty: 14798.644531
	Iteration 4Q: 3 clusters Score -3.17724e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -31773624.000000 Penalty: 14798.644531
	Iteration 5Q: 3 clusters Score -3.177362e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -31775120.000000 Penalty: 14798.644531
	Iteration 6Q: 3 clusters Score -3.177512e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -31777474.000000 Penalty: 14798.644531
	Iteration 7Q: 3 clusters Score -3.177747e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -31781158.000000 Penalty: 14798.644531
	Iteration 8Q: 3 clusters Score -3.178116e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -31786384.000000 Penalty: 14798.644531
	Iteration 9F: 3 clusters Score -3.178638e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -31793056.000000 Penalty: 14798.644531
	Iteration 10F: 3 clusters Score -3.179306e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133092 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -31800580.000000 Penalty: 14798.644531
	Iteration 11F: 3 clusters Score -3.180058e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -31808078.000000 Penalty: 14798.644531
	Iteration 12F: 3 clusters Score -3.180808e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -31815760.000000 Penalty: 14798.644531
	Iteration 13F: 3 clusters Score -3.181576e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160580 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -31822310.000000 Penalty: 14798.644531
	Iteration 14Q: 3 clusters Score -3.182231e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -31827332.000000 Penalty: 14798.644531
	Iteration 15Q: 3 clusters Score -3.182733e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -31830472.000000 Penalty: 14798.644531
	Iteration 16Q: 3 clusters Score -3.183047e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172722 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -31832252.000000 Penalty: 14798.644531
	Iteration 17Q: 3 clusters Score -3.183225e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -31833124.000000 Penalty: 14798.644531
	Iteration 18Q: 3 clusters Score -3.183312e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174454 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -31833654.000000 Penalty: 14798.644531
	Iteration 19Q: 3 clusters Score -3.183365e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -31833934.000000 Penalty: 14798.644531
	Iteration 20F: 3 clusters Score -3.183393e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174995 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -31834204.000000 Penalty: 14798.644531
	Iteration 21Q: 3 clusters Score -3.18342e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -31834388.000000 Penalty: 14798.644531
	Iteration 22Q: 3 clusters Score -3.183439e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -31834514.000000 Penalty: 14798.644531
	Iteration 23Q: 3 clusters Score -3.183451e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -31834504.000000 Penalty: 14798.644531
	Iteration 24Q: 3 clusters Score -3.18345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175310 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -31834586.000000 Penalty: 14798.644531
	Iteration 25Q: 3 clusters Score -3.183459e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175334 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -31834618.000000 Penalty: 14798.644531
	Iteration 26Q: 3 clusters Score -3.183462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175360 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -31834630.000000 Penalty: 14798.644531
	Iteration 27Q: 3 clusters Score -3.183463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -31834618.000000 Penalty: 14798.644531
	Iteration 28Q: 3 clusters Score -3.183462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175383 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -31834596.000000 Penalty: 14798.644531
	Iteration 29Q: 3 clusters Score -3.18346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -31834602.000000 Penalty: 14798.644531
	Iteration 30Q: 3 clusters Score -3.18346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175396 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -31834646.000000 Penalty: 14798.644531
	Iteration 31Q: 3 clusters Score -3.183465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175403 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -31834684.000000 Penalty: 14798.644531
	Iteration 32Q: 3 clusters Score -3.183468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175405 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -31834686.000000 Penalty: 14798.644531
	Iteration 33Q: 3 clusters Score -3.183469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -31834684.000000 Penalty: 14798.644531
	Iteration 34Q: 3 clusters Score -3.183468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175410 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -31834678.000000 Penalty: 14798.644531
	Iteration 35Q: 3 clusters Score -3.183468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175411 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -31834698.000000 Penalty: 14798.644531
	Iteration 36Q: 3 clusters Score -3.18347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -31834714.000000 Penalty: 14798.644531
	Iteration 37Q: 3 clusters Score -3.183471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175417 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -31834726.000000 Penalty: 14798.644531
	Iteration 38Q: 3 clusters Score -3.183473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175419 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -31834756.000000 Penalty: 14798.644531
	Iteration 39Q: 3 clusters Score -3.183476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175422 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -31834764.000000 Penalty: 14798.644531
	Iteration 40F: 3 clusters Score -3.183476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175427 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -31834758.000000 Penalty: 14798.644531
	Iteration 41Q: 3 clusters Score -3.183476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175432 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -31834778.000000 Penalty: 14798.644531
	Iteration 42Q: 3 clusters Score -3.183478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -31834766.000000 Penalty: 14798.644531
	Iteration 43Q: 3 clusters Score -3.183477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31834768.000000 Penalty: 14798.644531
	Iteration 44Q: 3 clusters Score -3.183477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -31834772.000000 Penalty: 14798.644531
	Iteration 45Q: 3 clusters Score -3.183477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -31834788.000000 Penalty: 14798.644531
	Iteration 46Q: 3 clusters Score -3.183479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31834788.000000 Penalty: 14798.644531
	Iteration 47Q: 3 clusters Score -3.183479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31834788.000000 Penalty: 14798.644531
	Iteration 48F: 3 clusters Score -3.183479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -344641.250000 Penalty: 4638.158203
	Iteration 0F: 2 clusters Score -344641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -339681.812500 Penalty: 9276.316406
	Iteration 0F: 3 clusters Score -339681.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -340267.218750 Penalty: 9276.316406
	Iteration 1F: 3 clusters Score -340267.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -340440.843750 Penalty: 9276.316406
	Iteration 2F: 3 clusters Score -340440.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -340559.593750 Penalty: 9276.316406
	Iteration 3Q: 3 clusters Score -340559.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -340694.625000 Penalty: 9276.316406
	Iteration 4Q: 3 clusters Score -340694.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -340890.625000 Penalty: 9276.316406
	Iteration 5Q: 3 clusters Score -340890.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -341102.812500 Penalty: 9276.316406
	Iteration 6Q: 3 clusters Score -341102.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -341343.468750 Penalty: 9276.316406
	Iteration 7Q: 3 clusters Score -341343.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -341608.250000 Penalty: 9276.316406
	Iteration 8Q: 3 clusters Score -341608.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -341973.906250 Penalty: 9276.316406
	Iteration 9Q: 3 clusters Score -341973.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -342313.125000 Penalty: 9276.316406
	Iteration 10F: 3 clusters Score -342313.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -342541.250000 Penalty: 9276.316406
	Iteration 11Q: 3 clusters Score -342541.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -342726.437500 Penalty: 9276.316406
	Iteration 12Q: 3 clusters Score -342726.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -342855.437500 Penalty: 9276.316406
	Iteration 13Q: 3 clusters Score -342855.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -342972.718750 Penalty: 9276.316406
	Iteration 14Q: 3 clusters Score -342972.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -343088.312500 Penalty: 9276.316406
	Iteration 15Q: 3 clusters Score -343088.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -343182.125000 Penalty: 9276.316406
	Iteration 16Q: 3 clusters Score -343182.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -343228.687500 Penalty: 9276.316406
	Iteration 17Q: 3 clusters Score -343228.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -343276.656250 Penalty: 9276.316406
	Iteration 18Q: 3 clusters Score -343276.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -343324.656250 Penalty: 9276.316406
	Iteration 19Q: 3 clusters Score -343324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -343363.656250 Penalty: 9276.316406
	Iteration 20F: 3 clusters Score -343363.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -343408.593750 Penalty: 9276.316406
	Iteration 21Q: 3 clusters Score -343408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -343440.781250 Penalty: 9276.316406
	Iteration 22Q: 3 clusters Score -343440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -343453.562500 Penalty: 9276.316406
	Iteration 23Q: 3 clusters Score -343453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -343459.687500 Penalty: 9276.316406
	Iteration 24Q: 3 clusters Score -343459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -343459.687500 Penalty: 9276.316406
	Iteration 25F: 3 clusters Score -343459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Entering Unmasked Estep 
Score: -7942789.500000 Penalty: 6540.533691
	Iteration 0F: 2 clusters Score -7942790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7911356.000000 Penalty: 13081.067383
	Iteration 0F: 3 clusters Score -7911356 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -7921274.500000 Penalty: 13081.067383
	Iteration 1F: 3 clusters Score -7921274 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -7922140.500000 Penalty: 13081.067383
	Iteration 2F: 3 clusters Score -7922140 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -7922860.000000 Penalty: 13081.067383
	Iteration 3Q: 3 clusters Score -7922860 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -7923432.500000 Penalty: 13081.067383
	Iteration 4Q: 3 clusters Score -7923432 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -7924115.000000 Penalty: 13081.067383
	Iteration 5Q: 3 clusters Score -7924115 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -7924976.000000 Penalty: 13081.067383
	Iteration 6Q: 3 clusters Score -7924976 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -7926003.000000 Penalty: 13081.067383
	Iteration 7Q: 3 clusters Score -7926003 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -7927352.500000 Penalty: 13081.067383
	Iteration 8F: 3 clusters Score -7927352 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -7928949.000000 Penalty: 13081.067383
	Iteration 9F: 3 clusters Score -7928949 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -7930672.000000 Penalty: 13081.067383
	Iteration 10F: 3 clusters Score -7930672 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7932297.500000 Penalty: 13081.067383
	Iteration 11F: 3 clusters Score -7932298 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -7933878.500000 Penalty: 13081.067383
	Iteration 12Q: 3 clusters Score -7933878 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -7935215.000000 Penalty: 13081.067383
	Iteration 13Q: 3 clusters Score -7935215 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -7936389.500000 Penalty: 13081.067383
	Iteration 14Q: 3 clusters Score -7936390 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -7937178.000000 Penalty: 13081.067383
	Iteration 15Q: 3 clusters Score -7937178 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7937696.000000 Penalty: 13081.067383
	Iteration 16Q: 3 clusters Score -7937696 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -7937987.000000 Penalty: 13081.067383
	Iteration 17Q: 3 clusters Score -7937987 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7938195.500000 Penalty: 13081.067383
	Iteration 18Q: 3 clusters Score -7938196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -7938313.500000 Penalty: 13081.067383
	Iteration 19Q: 3 clusters Score -7938314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7938414.500000 Penalty: 13081.067383
	Iteration 20F: 3 clusters Score -7938414 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7938512.000000 Penalty: 13081.067383
	Iteration 21Q: 3 clusters Score -7938512 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7938547.500000 Penalty: 13081.067383
	Iteration 22Q: 3 clusters Score -7938548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -7938581.500000 Penalty: 13081.067383
	Iteration 23Q: 3 clusters Score -7938582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -7938632.000000 Penalty: 13081.067383
	Iteration 24Q: 3 clusters Score -7938632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7938636.000000 Penalty: 13081.067383
	Iteration 25Q: 3 clusters Score -7938636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -7938661.000000 Penalty: 13081.067383
	Iteration 26Q: 3 clusters Score -7938661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7938668.000000 Penalty: 13081.067383
	Iteration 27Q: 3 clusters Score -7938668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7938676.000000 Penalty: 13081.067383
	Iteration 28Q: 3 clusters Score -7938676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7938680.000000 Penalty: 13081.067383
	Iteration 29Q: 3 clusters Score -7938680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7938667.500000 Penalty: 13081.067383
	Iteration 30Q: 3 clusters Score -7938668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7938681.000000 Penalty: 13081.067383
	Iteration 31Q: 3 clusters Score -7938681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7938686.000000 Penalty: 13081.067383
	Iteration 32Q: 3 clusters Score -7938686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7938692.500000 Penalty: 13081.067383
	Iteration 33Q: 3 clusters Score -7938692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7938694.000000 Penalty: 13081.067383
	Iteration 34Q: 3 clusters Score -7938694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -7938695.000000 Penalty: 13081.067383
	Iteration 35Q: 3 clusters Score -7938695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7938692.000000 Penalty: 13081.067383
	Iteration 36Q: 3 clusters Score -7938692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -7938694.000000 Penalty: 13081.067383
	Iteration 37Q: 3 clusters Score -7938694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -7938702.500000 Penalty: 13081.067383
	Iteration 38Q: 3 clusters Score -7938702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7938715.500000 Penalty: 13081.067383
	Iteration 39Q: 3 clusters Score -7938716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7938711.000000 Penalty: 13081.067383
	Iteration 40F: 3 clusters Score -7938711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7938716.500000 Penalty: 13081.067383
	Iteration 41Q: 3 clusters Score -7938716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7938721.000000 Penalty: 13081.067383
	Iteration 42Q: 3 clusters Score -7938721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -7938722.500000 Penalty: 13081.067383
	Iteration 43Q: 3 clusters Score -7938722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7938710.000000 Penalty: 13081.067383
	Iteration 44Q: 3 clusters Score -7938710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7938707.000000 Penalty: 13081.067383
	Iteration 45Q: 3 clusters Score -7938707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -7938714.500000 Penalty: 13081.067383
	Iteration 46Q: 3 clusters Score -7938714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -7938713.000000 Penalty: 13081.067383
	Iteration 47Q: 3 clusters Score -7938713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7938711.500000 Penalty: 13081.067383
	Iteration 48Q: 3 clusters Score -7938712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7938711.500000 Penalty: 13081.067383
	Iteration 49F: 3 clusters Score -7938712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -1360878.625000 Penalty: 5483.866699
	Iteration 0F: 2 clusters Score -1360879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1351983.375000 Penalty: 10967.733398
	Iteration 0F: 3 clusters Score -1351983 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1353770.625000 Penalty: 10967.733398
	Iteration 1F: 3 clusters Score -1353771 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1354398.750000 Penalty: 10967.733398
	Iteration 2F: 3 clusters Score -1354399 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1355069.125000 Penalty: 10967.733398
	Iteration 3F: 3 clusters Score -1355069 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1355638.625000 Penalty: 10967.733398
	Iteration 4F: 3 clusters Score -1355639 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1356072.750000 Penalty: 10967.733398
	Iteration 5F: 3 clusters Score -1356073 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1356382.250000 Penalty: 10967.733398
	Iteration 6Q: 3 clusters Score -1356382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1356588.500000 Penalty: 10967.733398
	Iteration 7Q: 3 clusters Score -1356588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1356736.750000 Penalty: 10967.733398
	Iteration 8Q: 3 clusters Score -1356737 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1356857.375000 Penalty: 10967.733398
	Iteration 9Q: 3 clusters Score -1356857 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1356945.500000 Penalty: 10967.733398
	Iteration 10Q: 3 clusters Score -1356946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1357011.500000 Penalty: 10967.733398
	Iteration 11Q: 3 clusters Score -1357012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1357041.625000 Penalty: 10967.733398
	Iteration 12Q: 3 clusters Score -1357042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1357068.125000 Penalty: 10967.733398
	Iteration 13Q: 3 clusters Score -1357068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1357086.250000 Penalty: 10967.733398
	Iteration 14Q: 3 clusters Score -1357086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1357102.000000 Penalty: 10967.733398
	Iteration 15Q: 3 clusters Score -1357102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1357112.625000 Penalty: 10967.733398
	Iteration 16Q: 3 clusters Score -1357113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1357123.875000 Penalty: 10967.733398
	Iteration 17Q: 3 clusters Score -1357124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1357135.000000 Penalty: 10967.733398
	Iteration 18Q: 3 clusters Score -1357135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1357141.750000 Penalty: 10967.733398
	Iteration 19Q: 3 clusters Score -1357142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1357147.125000 Penalty: 10967.733398
	Iteration 20F: 3 clusters Score -1357147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1357153.000000 Penalty: 10967.733398
	Iteration 21Q: 3 clusters Score -1357153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1357154.250000 Penalty: 10967.733398
	Iteration 22Q: 3 clusters Score -1357154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1357157.250000 Penalty: 10967.733398
	Iteration 23Q: 3 clusters Score -1357157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1357161.000000 Penalty: 10967.733398
	Iteration 24Q: 3 clusters Score -1357161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1357160.875000 Penalty: 10967.733398
	Iteration 25Q: 3 clusters Score -1357161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1357164.375000 Penalty: 10967.733398
	Iteration 26Q: 3 clusters Score -1357164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1357165.125000 Penalty: 10967.733398
	Iteration 27Q: 3 clusters Score -1357165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1357166.125000 Penalty: 10967.733398
	Iteration 28Q: 3 clusters Score -1357166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1357171.250000 Penalty: 10967.733398
	Iteration 29Q: 3 clusters Score -1357171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1357175.250000 Penalty: 10967.733398
	Iteration 30Q: 3 clusters Score -1357175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1357176.000000 Penalty: 10967.733398
	Iteration 31Q: 3 clusters Score -1357176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1357186.375000 Penalty: 10967.733398
	Iteration 32Q: 3 clusters Score -1357186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1357187.375000 Penalty: 10967.733398
	Iteration 33Q: 3 clusters Score -1357187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1357190.000000 Penalty: 10967.733398
	Iteration 34Q: 3 clusters Score -1357190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1357192.750000 Penalty: 10967.733398
	Iteration 35Q: 3 clusters Score -1357193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1357193.250000 Penalty: 10967.733398
	Iteration 36Q: 3 clusters Score -1357193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1357192.750000 Penalty: 10967.733398
	Iteration 37Q: 3 clusters Score -1357193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1357198.000000 Penalty: 10967.733398
	Iteration 38Q: 3 clusters Score -1357198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1357200.375000 Penalty: 10967.733398
	Iteration 39Q: 3 clusters Score -1357200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1357203.625000 Penalty: 10967.733398
	Iteration 40F: 3 clusters Score -1357204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1357205.875000 Penalty: 10967.733398
	Iteration 41Q: 3 clusters Score -1357206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1357209.750000 Penalty: 10967.733398
	Iteration 42Q: 3 clusters Score -1357210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1357209.125000 Penalty: 10967.733398
	Iteration 43Q: 3 clusters Score -1357209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1357214.875000 Penalty: 10967.733398
	Iteration 44Q: 3 clusters Score -1357215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1357214.375000 Penalty: 10967.733398
	Iteration 45Q: 3 clusters Score -1357214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1357214.375000 Penalty: 10967.733398
	Iteration 46F: 3 clusters Score -1357214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Entering Unmasked Estep 
Score: -11549727.000000 Penalty: 6775.861328
	Iteration 0F: 2 clusters Score -1.154973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -11505025.000000 Penalty: 13551.722656
	Iteration 0F: 3 clusters Score -1.150502e+07 nChanged 28334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -11520219.000000 Penalty: 13551.722656
	Iteration 1F: 3 clusters Score -1.152022e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -11521059.000000 Penalty: 13551.722656
	Iteration 2Q: 3 clusters Score -1.152106e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -11521788.000000 Penalty: 13551.722656
	Iteration 3Q: 3 clusters Score -1.152179e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -11522380.000000 Penalty: 13551.722656
	Iteration 4Q: 3 clusters Score -1.152238e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -11522898.000000 Penalty: 13551.722656
	Iteration 5Q: 3 clusters Score -1.15229e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -11523380.000000 Penalty: 13551.722656
	Iteration 6Q: 3 clusters Score -1.152338e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -11523729.000000 Penalty: 13551.722656
	Iteration 7Q: 3 clusters Score -1.152373e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -11524086.000000 Penalty: 13551.722656
	Iteration 8Q: 3 clusters Score -1.152409e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -11524455.000000 Penalty: 13551.722656
	Iteration 9Q: 3 clusters Score -1.152446e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -11524820.000000 Penalty: 13551.722656
	Iteration 10Q: 3 clusters Score -1.152482e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -11525108.000000 Penalty: 13551.722656
	Iteration 11Q: 3 clusters Score -1.152511e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -11525444.000000 Penalty: 13551.722656
	Iteration 12Q: 3 clusters Score -1.152544e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -11525874.000000 Penalty: 13551.722656
	Iteration 13Q: 3 clusters Score -1.152587e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -11526435.000000 Penalty: 13551.722656
	Iteration 14Q: 3 clusters Score -1.152644e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -11527077.000000 Penalty: 13551.722656
	Iteration 15Q: 3 clusters Score -1.152708e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -11527880.000000 Penalty: 13551.722656
	Iteration 16Q: 3 clusters Score -1.152788e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -11529024.000000 Penalty: 13551.722656
	Iteration 17Q: 3 clusters Score -1.152902e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -11530506.000000 Penalty: 13551.722656
	Iteration 18Q: 3 clusters Score -1.153051e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -11532396.000000 Penalty: 13551.722656
	Iteration 19Q: 3 clusters Score -1.15324e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -11534582.000000 Penalty: 13551.722656
	Iteration 20F: 3 clusters Score -1.153458e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -11536848.000000 Penalty: 13551.722656
	Iteration 21Q: 3 clusters Score -1.153685e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -11538879.000000 Penalty: 13551.722656
	Iteration 22Q: 3 clusters Score -1.153888e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -11540461.000000 Penalty: 13551.722656
	Iteration 23Q: 3 clusters Score -1.154046e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -11541533.000000 Penalty: 13551.722656
	Iteration 24Q: 3 clusters Score -1.154153e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -11542237.000000 Penalty: 13551.722656
	Iteration 25Q: 3 clusters Score -1.154224e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -11542700.000000 Penalty: 13551.722656
	Iteration 26Q: 3 clusters Score -1.15427e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -11542995.000000 Penalty: 13551.722656
	Iteration 27Q: 3 clusters Score -1.1543e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -11543140.000000 Penalty: 13551.722656
	Iteration 28Q: 3 clusters Score -1.154314e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -11543259.000000 Penalty: 13551.722656
	Iteration 29Q: 3 clusters Score -1.154326e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -11543330.000000 Penalty: 13551.722656
	Iteration 30Q: 3 clusters Score -1.154333e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -11543406.000000 Penalty: 13551.722656
	Iteration 31Q: 3 clusters Score -1.154341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -11543445.000000 Penalty: 13551.722656
	Iteration 32Q: 3 clusters Score -1.154344e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -11543515.000000 Penalty: 13551.722656
	Iteration 33Q: 3 clusters Score -1.154352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -11543535.000000 Penalty: 13551.722656
	Iteration 34Q: 3 clusters Score -1.154354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -11543567.000000 Penalty: 13551.722656
	Iteration 35Q: 3 clusters Score -1.154357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -11543580.000000 Penalty: 13551.722656
	Iteration 36Q: 3 clusters Score -1.154358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -11543607.000000 Penalty: 13551.722656
	Iteration 37Q: 3 clusters Score -1.154361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -11543620.000000 Penalty: 13551.722656
	Iteration 38Q: 3 clusters Score -1.154362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -11543631.000000 Penalty: 13551.722656
	Iteration 39Q: 3 clusters Score -1.154363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -11543655.000000 Penalty: 13551.722656
	Iteration 40F: 3 clusters Score -1.154366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -11543677.000000 Penalty: 13551.722656
	Iteration 41Q: 3 clusters Score -1.154368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -11543705.000000 Penalty: 13551.722656
	Iteration 42Q: 3 clusters Score -1.15437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -11543703.000000 Penalty: 13551.722656
	Iteration 43Q: 3 clusters Score -1.15437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -11543713.000000 Penalty: 13551.722656
	Iteration 44Q: 3 clusters Score -1.154371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -11543728.000000 Penalty: 13551.722656
	Iteration 45Q: 3 clusters Score -1.154373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -11543726.000000 Penalty: 13551.722656
	Iteration 46Q: 3 clusters Score -1.154373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -11543725.000000 Penalty: 13551.722656
	Iteration 47Q: 3 clusters Score -1.154372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -11543733.000000 Penalty: 13551.722656
	Iteration 48Q: 3 clusters Score -1.154373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -11543732.000000 Penalty: 13551.722656
	Iteration 49Q: 3 clusters Score -1.154373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -11543737.000000 Penalty: 13551.722656
	Iteration 50Q: 3 clusters Score -1.154374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -11543740.000000 Penalty: 13551.722656
	Iteration 51Q: 3 clusters Score -1.154374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -11543747.000000 Penalty: 13551.722656
	Iteration 52Q: 3 clusters Score -1.154375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -11543742.000000 Penalty: 13551.722656
	Iteration 53Q: 3 clusters Score -1.154374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -11543737.000000 Penalty: 13551.722656
	Iteration 54Q: 3 clusters Score -1.154374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -11543743.000000 Penalty: 13551.722656
	Iteration 55Q: 3 clusters Score -1.154374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -11543753.000000 Penalty: 13551.722656
	Iteration 56Q: 3 clusters Score -1.154375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -11543753.000000 Penalty: 13551.722656
	Iteration 57F: 3 clusters Score -1.154375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -378107.875000 Penalty: 4730.681641
	Iteration 0F: 2 clusters Score -378107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -373075.687500 Penalty: 9461.363281
	Iteration 0F: 3 clusters Score -373075.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -373843.312500 Penalty: 9461.363281
	Iteration 1F: 3 clusters Score -373843.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -374135.125000 Penalty: 9461.363281
	Iteration 2F: 3 clusters Score -374135.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -374328.468750 Penalty: 9461.363281
	Iteration 3Q: 3 clusters Score -374328.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -374474.625000 Penalty: 9461.363281
	Iteration 4Q: 3 clusters Score -374474.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -374601.000000 Penalty: 9461.363281
	Iteration 5Q: 3 clusters Score -374601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -374683.687500 Penalty: 9461.363281
	Iteration 6Q: 3 clusters Score -374683.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -374771.718750 Penalty: 9461.363281
	Iteration 7Q: 3 clusters Score -374771.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -374893.562500 Penalty: 9461.363281
	Iteration 8Q: 3 clusters Score -374893.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -375001.531250 Penalty: 9461.363281
	Iteration 9Q: 3 clusters Score -375001.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -375093.250000 Penalty: 9461.363281
	Iteration 10Q: 3 clusters Score -375093.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -375148.937500 Penalty: 9461.363281
	Iteration 11Q: 3 clusters Score -375148.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -375200.937500 Penalty: 9461.363281
	Iteration 12Q: 3 clusters Score -375200.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -375267.468750 Penalty: 9461.363281
	Iteration 13Q: 3 clusters Score -375267.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -375344.500000 Penalty: 9461.363281
	Iteration 14Q: 3 clusters Score -375344.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -375394.187500 Penalty: 9461.363281
	Iteration 15Q: 3 clusters Score -375394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -375425.468750 Penalty: 9461.363281
	Iteration 16Q: 3 clusters Score -375425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -375436.125000 Penalty: 9461.363281
	Iteration 17Q: 3 clusters Score -375436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -375443.125000 Penalty: 9461.363281
	Iteration 18Q: 3 clusters Score -375443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -375449.875000 Penalty: 9461.363281
	Iteration 19Q: 3 clusters Score -375449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -375528.656250 Penalty: 9461.363281
	Iteration 20F: 3 clusters Score -375528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -375706.875000 Penalty: 9461.363281
	Iteration 21Q: 3 clusters Score -375706.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -375817.531250 Penalty: 9461.363281
	Iteration 22Q: 3 clusters Score -375817.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -375898.281250 Penalty: 9461.363281
	Iteration 23Q: 3 clusters Score -375898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -375927.156250 Penalty: 9461.363281
	Iteration 24Q: 3 clusters Score -375927.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -375957.718750 Penalty: 9461.363281
	Iteration 25Q: 3 clusters Score -375957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -375979.937500 Penalty: 9461.363281
	Iteration 26Q: 3 clusters Score -375979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -376009.968750 Penalty: 9461.363281
	Iteration 27Q: 3 clusters Score -376010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -376023.781250 Penalty: 9461.363281
	Iteration 28Q: 3 clusters Score -376023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -376034.000000 Penalty: 9461.363281
	Iteration 29Q: 3 clusters Score -376034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -376041.343750 Penalty: 9461.363281
	Iteration 30Q: 3 clusters Score -376041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -376045.656250 Penalty: 9461.363281
	Iteration 31Q: 3 clusters Score -376045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -376047.812500 Penalty: 9461.363281
	Iteration 32Q: 3 clusters Score -376047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -376047.812500 Penalty: 9461.363281
	Iteration 33F: 3 clusters Score -376047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -122851.789062 Penalty: 4138.621094
	Iteration 0F: 2 clusters Score -122851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119075.609375 Penalty: 8277.242188
	Iteration 0F: 3 clusters Score -119075.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119467.632812 Penalty: 8277.242188
	Iteration 1F: 3 clusters Score -119467.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119626.835938 Penalty: 8277.242188
	Iteration 2F: 3 clusters Score -119626.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119702.437500 Penalty: 8277.242188
	Iteration 3Q: 3 clusters Score -119702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119757.296875 Penalty: 8277.242188
	Iteration 4Q: 3 clusters Score -119757.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119798.671875 Penalty: 8277.242188
	Iteration 5Q: 3 clusters Score -119798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119809.468750 Penalty: 8277.242188
	Iteration 6Q: 3 clusters Score -119809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119811.335938 Penalty: 8277.242188
	Iteration 7Q: 3 clusters Score -119811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119817.656250 Penalty: 8277.242188
	Iteration 8Q: 3 clusters Score -119817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119828.820312 Penalty: 8277.242188
	Iteration 9Q: 3 clusters Score -119828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119837.578125 Penalty: 8277.242188
	Iteration 10Q: 3 clusters Score -119837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119838.351562 Penalty: 8277.242188
	Iteration 11Q: 3 clusters Score -119838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119840.492188 Penalty: 8277.242188
	Iteration 12Q: 3 clusters Score -119840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119840.492188 Penalty: 8277.242188
	Iteration 13F: 3 clusters Score -119840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -2019826.000000 Penalty: 5710.583496
	Iteration 0F: 2 clusters Score -2019826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2008892.875000 Penalty: 11421.166992
	Iteration 0F: 3 clusters Score -2008893 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2011193.375000 Penalty: 11421.166992
	Iteration 1F: 3 clusters Score -2011193 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2011671.625000 Penalty: 11421.166992
	Iteration 2F: 3 clusters Score -2011672 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2011975.000000 Penalty: 11421.166992
	Iteration 3Q: 3 clusters Score -2011975 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2012163.875000 Penalty: 11421.166992
	Iteration 4Q: 3 clusters Score -2012164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2012303.750000 Penalty: 11421.166992
	Iteration 5Q: 3 clusters Score -2012304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2012406.625000 Penalty: 11421.166992
	Iteration 6Q: 3 clusters Score -2012407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2012479.625000 Penalty: 11421.166992
	Iteration 7Q: 3 clusters Score -2012480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2012532.375000 Penalty: 11421.166992
	Iteration 8Q: 3 clusters Score -2012532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2012575.000000 Penalty: 11421.166992
	Iteration 9Q: 3 clusters Score -2012575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2012609.250000 Penalty: 11421.166992
	Iteration 10Q: 3 clusters Score -2012609 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2012641.375000 Penalty: 11421.166992
	Iteration 11Q: 3 clusters Score -2012641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2012681.250000 Penalty: 11421.166992
	Iteration 12Q: 3 clusters Score -2012681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2012721.750000 Penalty: 11421.166992
	Iteration 13Q: 3 clusters Score -2012722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2012753.750000 Penalty: 11421.166992
	Iteration 14Q: 3 clusters Score -2012754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2012781.875000 Penalty: 11421.166992
	Iteration 15Q: 3 clusters Score -2012782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2012823.250000 Penalty: 11421.166992
	Iteration 16Q: 3 clusters Score -2012823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2012844.750000 Penalty: 11421.166992
	Iteration 17Q: 3 clusters Score -2012845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2012879.625000 Penalty: 11421.166992
	Iteration 18Q: 3 clusters Score -2012880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2012912.125000 Penalty: 11421.166992
	Iteration 19Q: 3 clusters Score -2012912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2012952.000000 Penalty: 11421.166992
	Iteration 20F: 3 clusters Score -2012952 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2012998.125000 Penalty: 11421.166992
	Iteration 21Q: 3 clusters Score -2012998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2013047.625000 Penalty: 11421.166992
	Iteration 22Q: 3 clusters Score -2013048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2013091.000000 Penalty: 11421.166992
	Iteration 23Q: 3 clusters Score -2013091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2013128.375000 Penalty: 11421.166992
	Iteration 24Q: 3 clusters Score -2013128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2013158.500000 Penalty: 11421.166992
	Iteration 25Q: 3 clusters Score -2013158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2013185.250000 Penalty: 11421.166992
	Iteration 26Q: 3 clusters Score -2013185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2013209.500000 Penalty: 11421.166992
	Iteration 27Q: 3 clusters Score -2013210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2013242.875000 Penalty: 11421.166992
	Iteration 28Q: 3 clusters Score -2013243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2013268.125000 Penalty: 11421.166992
	Iteration 29Q: 3 clusters Score -2013268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2013287.625000 Penalty: 11421.166992
	Iteration 30Q: 3 clusters Score -2013288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2013312.250000 Penalty: 11421.166992
	Iteration 31Q: 3 clusters Score -2013312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2013334.625000 Penalty: 11421.166992
	Iteration 32Q: 3 clusters Score -2013335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2013356.250000 Penalty: 11421.166992
	Iteration 33Q: 3 clusters Score -2013356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2013387.375000 Penalty: 11421.166992
	Iteration 34Q: 3 clusters Score -2013387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2013420.250000 Penalty: 11421.166992
	Iteration 35Q: 3 clusters Score -2013420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2013444.625000 Penalty: 11421.166992
	Iteration 36Q: 3 clusters Score -2013445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2013482.250000 Penalty: 11421.166992
	Iteration 37Q: 3 clusters Score -2013482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2013520.375000 Penalty: 11421.166992
	Iteration 38Q: 3 clusters Score -2013520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2013575.500000 Penalty: 11421.166992
	Iteration 39Q: 3 clusters Score -2013576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2013636.375000 Penalty: 11421.166992
	Iteration 40F: 3 clusters Score -2013636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2013691.125000 Penalty: 11421.166992
	Iteration 41Q: 3 clusters Score -2013691 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2013751.875000 Penalty: 11421.166992
	Iteration 42Q: 3 clusters Score -2013752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2013823.750000 Penalty: 11421.166992
	Iteration 43Q: 3 clusters Score -2013824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2013899.375000 Penalty: 11421.166992
	Iteration 44Q: 3 clusters Score -2013899 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2013952.625000 Penalty: 11421.166992
	Iteration 45Q: 3 clusters Score -2013953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2014015.500000 Penalty: 11421.166992
	Iteration 46Q: 3 clusters Score -2014016 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2014086.750000 Penalty: 11421.166992
	Iteration 47Q: 3 clusters Score -2014087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2014178.625000 Penalty: 11421.166992
	Iteration 48Q: 3 clusters Score -2014179 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2014266.250000 Penalty: 11421.166992
	Iteration 49Q: 3 clusters Score -2014266 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2014379.625000 Penalty: 11421.166992
	Iteration 50Q: 3 clusters Score -2014380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2014472.625000 Penalty: 11421.166992
	Iteration 51Q: 3 clusters Score -2014473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2014561.625000 Penalty: 11421.166992
	Iteration 52Q: 3 clusters Score -2014562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2014645.750000 Penalty: 11421.166992
	Iteration 53Q: 3 clusters Score -2014646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2014723.000000 Penalty: 11421.166992
	Iteration 54Q: 3 clusters Score -2014723 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2014811.250000 Penalty: 11421.166992
	Iteration 55Q: 3 clusters Score -2014811 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2014880.625000 Penalty: 11421.166992
	Iteration 56Q: 3 clusters Score -2014881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2014951.875000 Penalty: 11421.166992
	Iteration 57Q: 3 clusters Score -2014952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2015017.500000 Penalty: 11421.166992
	Iteration 58Q: 3 clusters Score -2015018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2015069.375000 Penalty: 11421.166992
	Iteration 59Q: 3 clusters Score -2015069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2015114.500000 Penalty: 11421.166992
	Iteration 60F: 3 clusters Score -2015114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2015145.750000 Penalty: 11421.166992
	Iteration 61Q: 3 clusters Score -2015146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2015176.000000 Penalty: 11421.166992
	Iteration 62Q: 3 clusters Score -2015176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2015201.375000 Penalty: 11421.166992
	Iteration 63Q: 3 clusters Score -2015201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2015210.125000 Penalty: 11421.166992
	Iteration 64Q: 3 clusters Score -2015210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2015230.250000 Penalty: 11421.166992
	Iteration 65Q: 3 clusters Score -2015230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2015248.375000 Penalty: 11421.166992
	Iteration 66Q: 3 clusters Score -2015248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2015259.500000 Penalty: 11421.166992
	Iteration 67Q: 3 clusters Score -2015260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2015275.125000 Penalty: 11421.166992
	Iteration 68Q: 3 clusters Score -2015275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2015286.750000 Penalty: 11421.166992
	Iteration 69Q: 3 clusters Score -2015287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2015296.625000 Penalty: 11421.166992
	Iteration 70Q: 3 clusters Score -2015297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2015305.125000 Penalty: 11421.166992
	Iteration 71Q: 3 clusters Score -2015305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2015312.875000 Penalty: 11421.166992
	Iteration 72Q: 3 clusters Score -2015313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2015314.500000 Penalty: 11421.166992
	Iteration 73Q: 3 clusters Score -2015314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2015326.125000 Penalty: 11421.166992
	Iteration 74Q: 3 clusters Score -2015326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2015328.375000 Penalty: 11421.166992
	Iteration 75Q: 3 clusters Score -2015328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2015331.875000 Penalty: 11421.166992
	Iteration 76Q: 3 clusters Score -2015332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2015330.875000 Penalty: 11421.166992
	Iteration 77Q: 3 clusters Score -2015331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2015337.375000 Penalty: 11421.166992
	Iteration 78Q: 3 clusters Score -2015337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2015337.750000 Penalty: 11421.166992
	Iteration 79Q: 3 clusters Score -2015338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2015343.500000 Penalty: 11421.166992
	Iteration 80F: 3 clusters Score -2015344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2015337.500000 Penalty: 11421.166992
	Iteration 81Q: 3 clusters Score -2015338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2015344.000000 Penalty: 11421.166992
	Iteration 82Q: 3 clusters Score -2015344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2015347.750000 Penalty: 11421.166992
	Iteration 83Q: 3 clusters Score -2015348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2015360.000000 Penalty: 11421.166992
	Iteration 84Q: 3 clusters Score -2015360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2015368.375000 Penalty: 11421.166992
	Iteration 85Q: 3 clusters Score -2015368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2015380.250000 Penalty: 11421.166992
	Iteration 86Q: 3 clusters Score -2015380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2015380.500000 Penalty: 11421.166992
	Iteration 87Q: 3 clusters Score -2015380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2015389.875000 Penalty: 11421.166992
	Iteration 88Q: 3 clusters Score -2015390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2015399.750000 Penalty: 11421.166992
	Iteration 89Q: 3 clusters Score -2015400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2015413.000000 Penalty: 11421.166992
	Iteration 90Q: 3 clusters Score -2015413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2015414.375000 Penalty: 11421.166992
	Iteration 91Q: 3 clusters Score -2015414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2015429.375000 Penalty: 11421.166992
	Iteration 92Q: 3 clusters Score -2015429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2015435.000000 Penalty: 11421.166992
	Iteration 93Q: 3 clusters Score -2015435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2015446.750000 Penalty: 11421.166992
	Iteration 94Q: 3 clusters Score -2015447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2015453.875000 Penalty: 11421.166992
	Iteration 95Q: 3 clusters Score -2015454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2015458.750000 Penalty: 11421.166992
	Iteration 96Q: 3 clusters Score -2015459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2015468.125000 Penalty: 11421.166992
	Iteration 97Q: 3 clusters Score -2015468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2015483.750000 Penalty: 11421.166992
	Iteration 98Q: 3 clusters Score -2015484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2015485.375000 Penalty: 11421.166992
	Iteration 99Q: 3 clusters Score -2015485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2015499.500000 Penalty: 11421.166992
	Iteration 100F: 3 clusters Score -2015500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2015515.125000 Penalty: 11421.166992
	Iteration 101Q: 3 clusters Score -2015515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2015530.750000 Penalty: 11421.166992
	Iteration 102Q: 3 clusters Score -2015531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2015541.875000 Penalty: 11421.166992
	Iteration 103Q: 3 clusters Score -2015542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2015554.625000 Penalty: 11421.166992
	Iteration 104Q: 3 clusters Score -2015555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2015566.500000 Penalty: 11421.166992
	Iteration 105Q: 3 clusters Score -2015566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2015569.750000 Penalty: 11421.166992
	Iteration 106Q: 3 clusters Score -2015570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2015578.875000 Penalty: 11421.166992
	Iteration 107Q: 3 clusters Score -2015579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2015580.625000 Penalty: 11421.166992
	Iteration 108Q: 3 clusters Score -2015581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2015585.875000 Penalty: 11421.166992
	Iteration 109Q: 3 clusters Score -2015586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2015588.625000 Penalty: 11421.166992
	Iteration 110Q: 3 clusters Score -2015589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2015590.500000 Penalty: 11421.166992
	Iteration 111Q: 3 clusters Score -2015590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2015590.375000 Penalty: 11421.166992
	Iteration 112Q: 3 clusters Score -2015590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2015596.500000 Penalty: 11421.166992
	Iteration 113Q: 3 clusters Score -2015596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2015599.250000 Penalty: 11421.166992
	Iteration 114Q: 3 clusters Score -2015599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2015604.625000 Penalty: 11421.166992
	Iteration 115Q: 3 clusters Score -2015605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2015610.125000 Penalty: 11421.166992
	Iteration 116Q: 3 clusters Score -2015610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2015611.125000 Penalty: 11421.166992
	Iteration 117Q: 3 clusters Score -2015611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2015610.875000 Penalty: 11421.166992
	Iteration 118Q: 3 clusters Score -2015611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2015608.875000 Penalty: 11421.166992
	Iteration 119Q: 3 clusters Score -2015609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2015613.000000 Penalty: 11421.166992
	Iteration 120F: 3 clusters Score -2015613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2015614.625000 Penalty: 11421.166992
	Iteration 121Q: 3 clusters Score -2015615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2015616.875000 Penalty: 11421.166992
	Iteration 122Q: 3 clusters Score -2015617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2015618.625000 Penalty: 11421.166992
	Iteration 123Q: 3 clusters Score -2015619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2015614.000000 Penalty: 11421.166992
	Iteration 124Q: 3 clusters Score -2015614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2015620.125000 Penalty: 11421.166992
	Iteration 125Q: 3 clusters Score -2015620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2015623.375000 Penalty: 11421.166992
	Iteration 126Q: 3 clusters Score -2015623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2015623.375000 Penalty: 11421.166992
	Iteration 127F: 3 clusters Score -2015623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -1364392.125000 Penalty: 5504.887695
	Iteration 0F: 2 clusters Score -1364392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1355435.875000 Penalty: 11009.775391
	Iteration 0F: 3 clusters Score -1355436 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1357267.375000 Penalty: 11009.775391
	Iteration 1F: 3 clusters Score -1357267 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1357681.250000 Penalty: 11009.775391
	Iteration 2F: 3 clusters Score -1357681 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1357923.000000 Penalty: 11009.775391
	Iteration 3Q: 3 clusters Score -1357923 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1358120.250000 Penalty: 11009.775391
	Iteration 4Q: 3 clusters Score -1358120 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1358275.375000 Penalty: 11009.775391
	Iteration 5Q: 3 clusters Score -1358275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1358402.250000 Penalty: 11009.775391
	Iteration 6Q: 3 clusters Score -1358402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1358508.750000 Penalty: 11009.775391
	Iteration 7Q: 3 clusters Score -1358509 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1358590.000000 Penalty: 11009.775391
	Iteration 8Q: 3 clusters Score -1358590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1358677.625000 Penalty: 11009.775391
	Iteration 9Q: 3 clusters Score -1358678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1358745.750000 Penalty: 11009.775391
	Iteration 10Q: 3 clusters Score -1358746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1358816.500000 Penalty: 11009.775391
	Iteration 11Q: 3 clusters Score -1358816 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1358880.375000 Penalty: 11009.775391
	Iteration 12Q: 3 clusters Score -1358880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1358940.875000 Penalty: 11009.775391
	Iteration 13Q: 3 clusters Score -1358941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1359000.000000 Penalty: 11009.775391
	Iteration 14Q: 3 clusters Score -1359000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1359054.500000 Penalty: 11009.775391
	Iteration 15Q: 3 clusters Score -1359054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1359104.625000 Penalty: 11009.775391
	Iteration 16Q: 3 clusters Score -1359105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1359156.000000 Penalty: 11009.775391
	Iteration 17Q: 3 clusters Score -1359156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1359184.125000 Penalty: 11009.775391
	Iteration 18Q: 3 clusters Score -1359184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1359207.000000 Penalty: 11009.775391
	Iteration 19Q: 3 clusters Score -1359207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1359221.625000 Penalty: 11009.775391
	Iteration 20F: 3 clusters Score -1359222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1359239.125000 Penalty: 11009.775391
	Iteration 21Q: 3 clusters Score -1359239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1359255.250000 Penalty: 11009.775391
	Iteration 22Q: 3 clusters Score -1359255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1359273.500000 Penalty: 11009.775391
	Iteration 23Q: 3 clusters Score -1359274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1359288.500000 Penalty: 11009.775391
	Iteration 24Q: 3 clusters Score -1359288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1359306.875000 Penalty: 11009.775391
	Iteration 25Q: 3 clusters Score -1359307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1359324.625000 Penalty: 11009.775391
	Iteration 26Q: 3 clusters Score -1359325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1359335.375000 Penalty: 11009.775391
	Iteration 27Q: 3 clusters Score -1359335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1359340.500000 Penalty: 11009.775391
	Iteration 28Q: 3 clusters Score -1359340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1359355.375000 Penalty: 11009.775391
	Iteration 29Q: 3 clusters Score -1359355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1359370.750000 Penalty: 11009.775391
	Iteration 30Q: 3 clusters Score -1359371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1359382.750000 Penalty: 11009.775391
	Iteration 31Q: 3 clusters Score -1359383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1359394.500000 Penalty: 11009.775391
	Iteration 32Q: 3 clusters Score -1359394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1359399.875000 Penalty: 11009.775391
	Iteration 33Q: 3 clusters Score -1359400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1359407.875000 Penalty: 11009.775391
	Iteration 34Q: 3 clusters Score -1359408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1359415.250000 Penalty: 11009.775391
	Iteration 35Q: 3 clusters Score -1359415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1359423.875000 Penalty: 11009.775391
	Iteration 36Q: 3 clusters Score -1359424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1359426.750000 Penalty: 11009.775391
	Iteration 37Q: 3 clusters Score -1359427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1359432.875000 Penalty: 11009.775391
	Iteration 38Q: 3 clusters Score -1359433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1359437.625000 Penalty: 11009.775391
	Iteration 39Q: 3 clusters Score -1359438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1359438.125000 Penalty: 11009.775391
	Iteration 40F: 3 clusters Score -1359438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1359449.375000 Penalty: 11009.775391
	Iteration 41Q: 3 clusters Score -1359449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1359452.750000 Penalty: 11009.775391
	Iteration 42Q: 3 clusters Score -1359453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1359460.250000 Penalty: 11009.775391
	Iteration 43Q: 3 clusters Score -1359460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1359464.000000 Penalty: 11009.775391
	Iteration 44Q: 3 clusters Score -1359464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1359469.125000 Penalty: 11009.775391
	Iteration 45Q: 3 clusters Score -1359469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1359473.000000 Penalty: 11009.775391
	Iteration 46Q: 3 clusters Score -1359473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1359479.250000 Penalty: 11009.775391
	Iteration 47Q: 3 clusters Score -1359479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1359481.625000 Penalty: 11009.775391
	Iteration 48Q: 3 clusters Score -1359482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1359483.500000 Penalty: 11009.775391
	Iteration 49Q: 3 clusters Score -1359484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1359488.125000 Penalty: 11009.775391
	Iteration 50Q: 3 clusters Score -1359488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1359492.000000 Penalty: 11009.775391
	Iteration 51Q: 3 clusters Score -1359492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1359495.250000 Penalty: 11009.775391
	Iteration 52Q: 3 clusters Score -1359495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1359503.250000 Penalty: 11009.775391
	Iteration 53Q: 3 clusters Score -1359503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1359504.750000 Penalty: 11009.775391
	Iteration 54Q: 3 clusters Score -1359505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1359505.375000 Penalty: 11009.775391
	Iteration 55Q: 3 clusters Score -1359505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1359509.500000 Penalty: 11009.775391
	Iteration 56Q: 3 clusters Score -1359510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1359513.125000 Penalty: 11009.775391
	Iteration 57Q: 3 clusters Score -1359513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1359511.750000 Penalty: 11009.775391
	Iteration 58Q: 3 clusters Score -1359512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1359513.625000 Penalty: 11009.775391
	Iteration 59Q: 3 clusters Score -1359514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1359516.125000 Penalty: 11009.775391
	Iteration 60F: 3 clusters Score -1359516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1359516.500000 Penalty: 11009.775391
	Iteration 61Q: 3 clusters Score -1359516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1359516.500000 Penalty: 11009.775391
	Iteration 62F: 3 clusters Score -1359516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Entering Unmasked Estep 
Score: -6372942.000000 Penalty: 6404.876953
	Iteration 0F: 2 clusters Score -6372942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6347101.500000 Penalty: 12809.753906
	Iteration 0F: 3 clusters Score -6347102 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6354943.000000 Penalty: 12809.753906
	Iteration 1F: 3 clusters Score -6354943 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -6355871.500000 Penalty: 12809.753906
	Iteration 2F: 3 clusters Score -6355872 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6356686.000000 Penalty: 12809.753906
	Iteration 3F: 3 clusters Score -6356686 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -6357468.000000 Penalty: 12809.753906
	Iteration 4Q: 3 clusters Score -6357468 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -6358320.000000 Penalty: 12809.753906
	Iteration 5Q: 3 clusters Score -6358320 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6359410.500000 Penalty: 12809.753906
	Iteration 6F: 3 clusters Score -6359410 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -6360661.500000 Penalty: 12809.753906
	Iteration 7F: 3 clusters Score -6360662 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6362102.000000 Penalty: 12809.753906
	Iteration 8F: 3 clusters Score -6362102 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -6363482.500000 Penalty: 12809.753906
	Iteration 9F: 3 clusters Score -6363482 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6364551.000000 Penalty: 12809.753906
	Iteration 10Q: 3 clusters Score -6364551 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6365361.000000 Penalty: 12809.753906
	Iteration 11Q: 3 clusters Score -6365361 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6365926.500000 Penalty: 12809.753906
	Iteration 12Q: 3 clusters Score -6365926 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -6366341.000000 Penalty: 12809.753906
	Iteration 13Q: 3 clusters Score -6366341 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6366627.500000 Penalty: 12809.753906
	Iteration 14Q: 3 clusters Score -6366628 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -6366884.000000 Penalty: 12809.753906
	Iteration 15Q: 3 clusters Score -6366884 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -6367071.500000 Penalty: 12809.753906
	Iteration 16Q: 3 clusters Score -6367072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6367195.000000 Penalty: 12809.753906
	Iteration 17Q: 3 clusters Score -6367195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -6367263.500000 Penalty: 12809.753906
	Iteration 18Q: 3 clusters Score -6367264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6367353.000000 Penalty: 12809.753906
	Iteration 19Q: 3 clusters Score -6367353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -6367402.500000 Penalty: 12809.753906
	Iteration 20F: 3 clusters Score -6367402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6367435.500000 Penalty: 12809.753906
	Iteration 21Q: 3 clusters Score -6367436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -6367447.000000 Penalty: 12809.753906
	Iteration 22Q: 3 clusters Score -6367447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -6367479.000000 Penalty: 12809.753906
	Iteration 23Q: 3 clusters Score -6367479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -6367483.500000 Penalty: 12809.753906
	Iteration 24Q: 3 clusters Score -6367484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6367486.500000 Penalty: 12809.753906
	Iteration 25Q: 3 clusters Score -6367486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -6367498.000000 Penalty: 12809.753906
	Iteration 26Q: 3 clusters Score -6367498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -6367497.500000 Penalty: 12809.753906
	Iteration 27Q: 3 clusters Score -6367498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -6367509.000000 Penalty: 12809.753906
	Iteration 28Q: 3 clusters Score -6367509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -6367512.000000 Penalty: 12809.753906
	Iteration 29Q: 3 clusters Score -6367512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6367513.500000 Penalty: 12809.753906
	Iteration 30Q: 3 clusters Score -6367514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6367513.500000 Penalty: 12809.753906
	Iteration 31F: 3 clusters Score -6367514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Entering Unmasked Estep 
Score: -9652897.000000 Penalty: 6662.977051
	Iteration 0F: 2 clusters Score -9652897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -9615234.000000 Penalty: 13325.954102
	Iteration 0F: 3 clusters Score -9615234 nChanged 23521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9627802.000000 Penalty: 13325.954102
	Iteration 1F: 3 clusters Score -9627802 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -9628716.000000 Penalty: 13325.954102
	Iteration 2Q: 3 clusters Score -9628716 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -9629445.000000 Penalty: 13325.954102
	Iteration 3Q: 3 clusters Score -9629445 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -9630136.000000 Penalty: 13325.954102
	Iteration 4Q: 3 clusters Score -9630136 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -9630911.000000 Penalty: 13325.954102
	Iteration 5Q: 3 clusters Score -9630911 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -9632028.000000 Penalty: 13325.954102
	Iteration 6Q: 3 clusters Score -9632028 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -9633584.000000 Penalty: 13325.954102
	Iteration 7F: 3 clusters Score -9633584 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -9635866.000000 Penalty: 13325.954102
	Iteration 8F: 3 clusters Score -9635866 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -9638673.000000 Penalty: 13325.954102
	Iteration 9F: 3 clusters Score -9638673 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -9641487.000000 Penalty: 13325.954102
	Iteration 10F: 3 clusters Score -9641487 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -9643802.000000 Penalty: 13325.954102
	Iteration 11Q: 3 clusters Score -9643802 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -9645296.000000 Penalty: 13325.954102
	Iteration 12Q: 3 clusters Score -9645296 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -9646086.000000 Penalty: 13325.954102
	Iteration 13Q: 3 clusters Score -9646086 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -9646487.000000 Penalty: 13325.954102
	Iteration 14Q: 3 clusters Score -9646487 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -9646710.000000 Penalty: 13325.954102
	Iteration 15Q: 3 clusters Score -9646710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -9646859.000000 Penalty: 13325.954102
	Iteration 16Q: 3 clusters Score -9646859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -9646935.000000 Penalty: 13325.954102
	Iteration 17Q: 3 clusters Score -9646935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -9647001.000000 Penalty: 13325.954102
	Iteration 18Q: 3 clusters Score -9647001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -9647045.000000 Penalty: 13325.954102
	Iteration 19Q: 3 clusters Score -9647045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -9647076.000000 Penalty: 13325.954102
	Iteration 20F: 3 clusters Score -9647076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -9647080.000000 Penalty: 13325.954102
	Iteration 21Q: 3 clusters Score -9647080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -9647089.000000 Penalty: 13325.954102
	Iteration 22Q: 3 clusters Score -9647089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -9647099.000000 Penalty: 13325.954102
	Iteration 23Q: 3 clusters Score -9647099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -9647118.000000 Penalty: 13325.954102
	Iteration 24Q: 3 clusters Score -9647118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -9647127.000000 Penalty: 13325.954102
	Iteration 25Q: 3 clusters Score -9647127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -9647139.000000 Penalty: 13325.954102
	Iteration 26Q: 3 clusters Score -9647139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -9647144.000000 Penalty: 13325.954102
	Iteration 27Q: 3 clusters Score -9647144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -9647147.000000 Penalty: 13325.954102
	Iteration 28Q: 3 clusters Score -9647147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -9647147.000000 Penalty: 13325.954102
	Iteration 29F: 3 clusters Score -9647147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57366 members 
Mstep: Class 3 contains 85839 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484094 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74300 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43409 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63744 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34785 members 
Mstep: Class 29 contains 53015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853088.000000 Penalty: 249784.343750
Iteration 159Q: 30 clusters Score -2.268531e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57373 members 
Mstep: Class 3 contains 85839 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484106 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 74310 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17156 members 
Mstep: Class 19 contains 176402 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43379 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63745 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34785 members 
Mstep: Class 29 contains 53015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 160F: 30 clusters Score -2.268529e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57377 members 
Mstep: Class 3 contains 85836 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484123 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 74322 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17157 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43346 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63746 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34787 members 
Mstep: Class 29 contains 53013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 161Q: 30 clusters Score -2.268529e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57383 members 
Mstep: Class 3 contains 85833 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37461 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 484133 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 74335 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17159 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43314 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63748 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34790 members 
Mstep: Class 29 contains 53011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853024.000000 Penalty: 249784.343750
Iteration 162Q: 30 clusters Score -2.26853e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57384 members 
Mstep: Class 3 contains 85832 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484153 members 
Mstep: Class 13 contains 38463 members 
Mstep: Class 14 contains 74336 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 176403 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43289 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63746 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34794 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853008.000000 Penalty: 249784.343750
Iteration 163Q: 30 clusters Score -2.26853e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57390 members 
Mstep: Class 3 contains 85832 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484168 members 
Mstep: Class 13 contains 38462 members 
Mstep: Class 14 contains 74339 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17159 members 
Mstep: Class 19 contains 176402 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43268 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63742 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853072.000000 Penalty: 249784.343750
Iteration 164Q: 30 clusters Score -2.268531e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57390 members 
Mstep: Class 3 contains 85832 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484177 members 
Mstep: Class 13 contains 38461 members 
Mstep: Class 14 contains 74340 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17161 members 
Mstep: Class 19 contains 176402 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43257 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63741 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34798 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853104.000000 Penalty: 249784.343750
Iteration 165Q: 30 clusters Score -2.268531e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57393 members 
Mstep: Class 3 contains 85832 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484187 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74340 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 176402 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43248 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63741 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853056.000000 Penalty: 249784.343750
Iteration 166Q: 30 clusters Score -2.268531e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57394 members 
Mstep: Class 3 contains 85832 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484191 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74341 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 176401 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43243 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63741 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853136.000000 Penalty: 249784.343750
Iteration 167Q: 30 clusters Score -2.268531e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57393 members 
Mstep: Class 3 contains 85833 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484201 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74341 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43234 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63742 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 53009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853008.000000 Penalty: 249784.343750
Iteration 168Q: 30 clusters Score -2.26853e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57394 members 
Mstep: Class 3 contains 85833 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484213 members 
Mstep: Class 13 contains 38459 members 
Mstep: Class 14 contains 74342 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43221 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63743 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852976.000000 Penalty: 249784.343750
Iteration 169Q: 30 clusters Score -2.26853e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57399 members 
Mstep: Class 3 contains 85831 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484229 members 
Mstep: Class 13 contains 38458 members 
Mstep: Class 14 contains 74343 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63739 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853024.000000 Penalty: 249784.343750
Iteration 170Q: 30 clusters Score -2.26853e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57400 members 
Mstep: Class 3 contains 85831 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484246 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74343 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43196 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34793 members 
Mstep: Class 29 contains 53009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853056.000000 Penalty: 249784.343750
Iteration 171Q: 30 clusters Score -2.268531e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57402 members 
Mstep: Class 3 contains 85830 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484256 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74344 members 
Mstep: Class 15 contains 35437 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43182 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34792 members 
Mstep: Class 29 contains 53011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853056.000000 Penalty: 249784.343750
Iteration 172Q: 30 clusters Score -2.268531e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57405 members 
Mstep: Class 3 contains 85830 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484258 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74346 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17161 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43175 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34793 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853088.000000 Penalty: 249784.343750
Iteration 173Q: 30 clusters Score -2.268531e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57408 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484266 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74347 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17158 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43169 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34793 members 
Mstep: Class 29 contains 53010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853040.000000 Penalty: 249784.343750
Iteration 174Q: 30 clusters Score -2.26853e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57410 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484275 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74349 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17159 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43158 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34792 members 
Mstep: Class 29 contains 53009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852992.000000 Penalty: 249784.343750
Iteration 175Q: 30 clusters Score -2.26853e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57413 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484280 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74350 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43150 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34791 members 
Mstep: Class 29 contains 53006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852992.000000 Penalty: 249784.343750
Iteration 176Q: 30 clusters Score -2.26853e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57416 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484285 members 
Mstep: Class 13 contains 38457 members 
Mstep: Class 14 contains 74351 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43145 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34791 members 
Mstep: Class 29 contains 53002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853024.000000 Penalty: 249784.343750
Iteration 177Q: 30 clusters Score -2.26853e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57418 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484286 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74352 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43142 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63736 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34792 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853072.000000 Penalty: 249784.343750
Iteration 178Q: 30 clusters Score -2.268531e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57419 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484288 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43135 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34793 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853040.000000 Penalty: 249784.343750
Iteration 179Q: 30 clusters Score -2.26853e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57420 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484292 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43127 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853024.000000 Penalty: 249784.343750
Iteration 180F: 30 clusters Score -2.26853e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57421 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484295 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43124 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852976.000000 Penalty: 249784.343750
Iteration 181Q: 30 clusters Score -2.26853e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57421 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484298 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43121 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852976.000000 Penalty: 249784.343750
Iteration 182Q: 30 clusters Score -2.26853e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57421 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484299 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43121 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34794 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852944.000000 Penalty: 249784.343750
Iteration 183Q: 30 clusters Score -2.268529e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57421 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484300 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43119 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852960.000000 Penalty: 249784.343750
Iteration 184Q: 30 clusters Score -2.26853e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57421 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484302 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853008.000000 Penalty: 249784.343750
Iteration 185Q: 30 clusters Score -2.26853e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484305 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43113 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852960.000000 Penalty: 249784.343750
Iteration 186Q: 30 clusters Score -2.26853e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43112 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 53000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226853008.000000 Penalty: 249784.343750
Iteration 187Q: 30 clusters Score -2.26853e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484309 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43109 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852960.000000 Penalty: 249784.343750
Iteration 188Q: 30 clusters Score -2.26853e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484311 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43107 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852976.000000 Penalty: 249784.343750
Iteration 189Q: 30 clusters Score -2.26853e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85830 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484312 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43104 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 190Q: 30 clusters Score -2.268529e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85831 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 484313 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74354 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43101 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 191Q: 30 clusters Score -2.268529e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85830 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484314 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74354 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43099 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852816.000000 Penalty: 249784.343750
Iteration 192Q: 30 clusters Score -2.268528e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85830 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484313 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74355 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43099 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852864.000000 Penalty: 249784.343750
Iteration 193Q: 30 clusters Score -2.268529e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484313 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74357 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43098 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852880.000000 Penalty: 249784.343750
Iteration 194Q: 30 clusters Score -2.268529e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484313 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43097 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852864.000000 Penalty: 249784.343750
Iteration 195Q: 30 clusters Score -2.268529e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484310 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74360 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43097 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852880.000000 Penalty: 249784.343750
Iteration 196Q: 30 clusters Score -2.268529e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484310 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43097 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852880.000000 Penalty: 249784.343750
Iteration 197Q: 30 clusters Score -2.268529e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484307 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74360 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43097 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852912.000000 Penalty: 249784.343750
Iteration 198Q: 30 clusters Score -2.268529e+08 nChanged 6
Entering ConstructFrom: 
Score: -226852912.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -175551.546875 Penalty: 4363.249512
	Iteration 0F: 2 clusters Score -175551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -171504.343750 Penalty: 8726.499023
	Iteration 0F: 3 clusters Score -171504.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172938.812500 Penalty: 8726.499023
	Iteration 1F: 3 clusters Score -172938.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -174372.078125 Penalty: 8726.499023
	Iteration 2F: 3 clusters Score -174372.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175445.984375 Penalty: 8726.499023
	Iteration 3F: 3 clusters Score -175446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176199.437500 Penalty: 8726.499023
	Iteration 4F: 3 clusters Score -176199.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -177173.687500 Penalty: 8726.499023
	Iteration 5F: 3 clusters Score -177173.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -178126.265625 Penalty: 8726.499023
	Iteration 6Q: 3 clusters Score -178126.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178312.921875 Penalty: 8726.499023
	Iteration 7Q: 3 clusters Score -178312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -178479.109375 Penalty: 8726.499023
	Iteration 8Q: 3 clusters Score -178479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178582.156250 Penalty: 8726.499023
	Iteration 9Q: 3 clusters Score -178582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -178610.546875 Penalty: 8726.499023
	Iteration 10Q: 3 clusters Score -178610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -178617.593750 Penalty: 8726.499023
	Iteration 11Q: 3 clusters Score -178617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -178625.203125 Penalty: 8726.499023
	Iteration 12Q: 3 clusters Score -178625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -178635.859375 Penalty: 8726.499023
	Iteration 13Q: 3 clusters Score -178635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -178649.906250 Penalty: 8726.499023
	Iteration 14Q: 3 clusters Score -178649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -178649.906250 Penalty: 8726.499023
	Iteration 15F: 3 clusters Score -178649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Mstep: Class 30 contains 1038 members 
Entering Unmasked Estep 
Score: -226851136.000000 Penalty: 258397.593750
Splitting cluster 1 changes total score from -226852912.000000 to -226851136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (57425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Entering Unmasked Estep 
Score: -10445038.000000 Penalty: 6711.918945
	Iteration 0F: 2 clusters Score -1.044504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -10404300.000000 Penalty: 13423.837891
	Iteration 0F: 3 clusters Score -1.04043e+07 nChanged 25588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -10418086.000000 Penalty: 13423.837891
	Iteration 1F: 3 clusters Score -1.041809e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -10418855.000000 Penalty: 13423.837891
	Iteration 2Q: 3 clusters Score -1.041886e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -10419523.000000 Penalty: 13423.837891
	Iteration 3Q: 3 clusters Score -1.041952e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10420119.000000 Penalty: 13423.837891
	Iteration 4Q: 3 clusters Score -1.042012e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -10420620.000000 Penalty: 13423.837891
	Iteration 5Q: 3 clusters Score -1.042062e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -10421085.000000 Penalty: 13423.837891
	Iteration 6Q: 3 clusters Score -1.042108e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -10421489.000000 Penalty: 13423.837891
	Iteration 7Q: 3 clusters Score -1.042149e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -10421989.000000 Penalty: 13423.837891
	Iteration 8Q: 3 clusters Score -1.042199e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -10422413.000000 Penalty: 13423.837891
	Iteration 9Q: 3 clusters Score -1.042241e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -10422951.000000 Penalty: 13423.837891
	Iteration 10Q: 3 clusters Score -1.042295e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -10423574.000000 Penalty: 13423.837891
	Iteration 11Q: 3 clusters Score -1.042357e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -10424407.000000 Penalty: 13423.837891
	Iteration 12Q: 3 clusters Score -1.042441e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -10425615.000000 Penalty: 13423.837891
	Iteration 13Q: 3 clusters Score -1.042562e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -10427211.000000 Penalty: 13423.837891
	Iteration 14Q: 3 clusters Score -1.042721e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -10429263.000000 Penalty: 13423.837891
	Iteration 15Q: 3 clusters Score -1.042926e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -10431340.000000 Penalty: 13423.837891
	Iteration 16Q: 3 clusters Score -1.043134e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -10433044.000000 Penalty: 13423.837891
	Iteration 17Q: 3 clusters Score -1.043304e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10434311.000000 Penalty: 13423.837891
	Iteration 18Q: 3 clusters Score -1.043431e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -10435233.000000 Penalty: 13423.837891
	Iteration 19Q: 3 clusters Score -1.043523e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -10435960.000000 Penalty: 13423.837891
	Iteration 20F: 3 clusters Score -1.043596e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -10436635.000000 Penalty: 13423.837891
	Iteration 21Q: 3 clusters Score -1.043664e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -10437177.000000 Penalty: 13423.837891
	Iteration 22Q: 3 clusters Score -1.043718e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -10437599.000000 Penalty: 13423.837891
	Iteration 23Q: 3 clusters Score -1.04376e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -10437919.000000 Penalty: 13423.837891
	Iteration 24Q: 3 clusters Score -1.043792e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -10438187.000000 Penalty: 13423.837891
	Iteration 25Q: 3 clusters Score -1.043819e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10438404.000000 Penalty: 13423.837891
	Iteration 26Q: 3 clusters Score -1.04384e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10438600.000000 Penalty: 13423.837891
	Iteration 27Q: 3 clusters Score -1.04386e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10438749.000000 Penalty: 13423.837891
	Iteration 28Q: 3 clusters Score -1.043875e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -10438888.000000 Penalty: 13423.837891
	Iteration 29Q: 3 clusters Score -1.043889e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -10439004.000000 Penalty: 13423.837891
	Iteration 30Q: 3 clusters Score -1.0439e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10439090.000000 Penalty: 13423.837891
	Iteration 31Q: 3 clusters Score -1.043909e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10439169.000000 Penalty: 13423.837891
	Iteration 32Q: 3 clusters Score -1.043917e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -10439221.000000 Penalty: 13423.837891
	Iteration 33Q: 3 clusters Score -1.043922e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10439264.000000 Penalty: 13423.837891
	Iteration 34Q: 3 clusters Score -1.043926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -10439309.000000 Penalty: 13423.837891
	Iteration 35Q: 3 clusters Score -1.043931e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -10439332.000000 Penalty: 13423.837891
	Iteration 36Q: 3 clusters Score -1.043933e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10439358.000000 Penalty: 13423.837891
	Iteration 37Q: 3 clusters Score -1.043936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10439361.000000 Penalty: 13423.837891
	Iteration 38Q: 3 clusters Score -1.043936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10439376.000000 Penalty: 13423.837891
	Iteration 39Q: 3 clusters Score -1.043938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -10439396.000000 Penalty: 13423.837891
	Iteration 40F: 3 clusters Score -1.04394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10439386.000000 Penalty: 13423.837891
	Iteration 41Q: 3 clusters Score -1.043939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10439403.000000 Penalty: 13423.837891
	Iteration 42Q: 3 clusters Score -1.04394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10439421.000000 Penalty: 13423.837891
	Iteration 43Q: 3 clusters Score -1.043942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10439446.000000 Penalty: 13423.837891
	Iteration 44Q: 3 clusters Score -1.043945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10439462.000000 Penalty: 13423.837891
	Iteration 45Q: 3 clusters Score -1.043946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10439459.000000 Penalty: 13423.837891
	Iteration 46Q: 3 clusters Score -1.043946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10439463.000000 Penalty: 13423.837891
	Iteration 47Q: 3 clusters Score -1.043946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10439475.000000 Penalty: 13423.837891
	Iteration 48Q: 3 clusters Score -1.043948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -10439486.000000 Penalty: 13423.837891
	Iteration 49Q: 3 clusters Score -1.043949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10439487.000000 Penalty: 13423.837891
	Iteration 50Q: 3 clusters Score -1.043949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10439482.000000 Penalty: 13423.837891
	Iteration 51Q: 3 clusters Score -1.043948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10439479.000000 Penalty: 13423.837891
	Iteration 52Q: 3 clusters Score -1.043948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -10439494.000000 Penalty: 13423.837891
	Iteration 53Q: 3 clusters Score -1.043949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10439494.000000 Penalty: 13423.837891
	Iteration 54Q: 3 clusters Score -1.043949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10439490.000000 Penalty: 13423.837891
	Iteration 55Q: 3 clusters Score -1.043949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10439491.000000 Penalty: 13423.837891
	Iteration 56Q: 3 clusters Score -1.043949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10439506.000000 Penalty: 13423.837891
	Iteration 57Q: 3 clusters Score -1.043951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10439507.000000 Penalty: 13423.837891
	Iteration 58Q: 3 clusters Score -1.043951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10439494.000000 Penalty: 13423.837891
	Iteration 59Q: 3 clusters Score -1.043949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10439492.000000 Penalty: 13423.837891
	Iteration 60F: 3 clusters Score -1.043949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10439492.000000 Penalty: 13423.837891
	Iteration 61Q: 3 clusters Score -1.043949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10439502.000000 Penalty: 13423.837891
	Iteration 62Q: 3 clusters Score -1.04395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10439508.000000 Penalty: 13423.837891
	Iteration 63Q: 3 clusters Score -1.043951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10439515.000000 Penalty: 13423.837891
	Iteration 64Q: 3 clusters Score -1.043952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10439529.000000 Penalty: 13423.837891
	Iteration 65Q: 3 clusters Score -1.043953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10439515.000000 Penalty: 13423.837891
	Iteration 66Q: 3 clusters Score -1.043952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10439521.000000 Penalty: 13423.837891
	Iteration 67Q: 3 clusters Score -1.043952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10439518.000000 Penalty: 13423.837891
	Iteration 68Q: 3 clusters Score -1.043952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10439519.000000 Penalty: 13423.837891
	Iteration 69Q: 3 clusters Score -1.043952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10439519.000000 Penalty: 13423.837891
	Iteration 70F: 3 clusters Score -1.043952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Entering Unmasked Estep 
Score: -15435345.000000 Penalty: 6958.061523
	Iteration 0F: 2 clusters Score -1.543534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -15376199.000000 Penalty: 13916.123047
	Iteration 0F: 3 clusters Score -1.53762e+07 nChanged 39015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -15397436.000000 Penalty: 13916.123047
	Iteration 1F: 3 clusters Score -1.539744e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -15398908.000000 Penalty: 13916.123047
	Iteration 2Q: 3 clusters Score -1.539891e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -15400611.000000 Penalty: 13916.123047
	Iteration 3Q: 3 clusters Score -1.540061e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -15402862.000000 Penalty: 13916.123047
	Iteration 4F: 3 clusters Score -1.540286e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -15406372.000000 Penalty: 13916.123047
	Iteration 5F: 3 clusters Score -1.540637e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -15411457.000000 Penalty: 13916.123047
	Iteration 6F: 3 clusters Score -1.541146e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -15417225.000000 Penalty: 13916.123047
	Iteration 7F: 3 clusters Score -1.541722e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -15422708.000000 Penalty: 13916.123047
	Iteration 8F: 3 clusters Score -1.542271e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -15426780.000000 Penalty: 13916.123047
	Iteration 9Q: 3 clusters Score -1.542678e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -15429087.000000 Penalty: 13916.123047
	Iteration 10Q: 3 clusters Score -1.542909e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -15429980.000000 Penalty: 13916.123047
	Iteration 11Q: 3 clusters Score -1.542998e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -15430487.000000 Penalty: 13916.123047
	Iteration 12Q: 3 clusters Score -1.543049e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -15430859.000000 Penalty: 13916.123047
	Iteration 13Q: 3 clusters Score -1.543086e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -15431185.000000 Penalty: 13916.123047
	Iteration 14Q: 3 clusters Score -1.543118e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -15431455.000000 Penalty: 13916.123047
	Iteration 15Q: 3 clusters Score -1.543146e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -15431661.000000 Penalty: 13916.123047
	Iteration 16Q: 3 clusters Score -1.543166e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -15431881.000000 Penalty: 13916.123047
	Iteration 17Q: 3 clusters Score -1.543188e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -15431981.000000 Penalty: 13916.123047
	Iteration 18Q: 3 clusters Score -1.543198e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -15432035.000000 Penalty: 13916.123047
	Iteration 19Q: 3 clusters Score -1.543204e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -15432056.000000 Penalty: 13916.123047
	Iteration 20F: 3 clusters Score -1.543206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -15432100.000000 Penalty: 13916.123047
	Iteration 21Q: 3 clusters Score -1.54321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -15432118.000000 Penalty: 13916.123047
	Iteration 22Q: 3 clusters Score -1.543212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -15432137.000000 Penalty: 13916.123047
	Iteration 23Q: 3 clusters Score -1.543214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -15432133.000000 Penalty: 13916.123047
	Iteration 24Q: 3 clusters Score -1.543213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -15432137.000000 Penalty: 13916.123047
	Iteration 25Q: 3 clusters Score -1.543214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -15432155.000000 Penalty: 13916.123047
	Iteration 26Q: 3 clusters Score -1.543216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -15432141.000000 Penalty: 13916.123047
	Iteration 27Q: 3 clusters Score -1.543214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -15432143.000000 Penalty: 13916.123047
	Iteration 28Q: 3 clusters Score -1.543214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -15432137.000000 Penalty: 13916.123047
	Iteration 29Q: 3 clusters Score -1.543214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -15432140.000000 Penalty: 13916.123047
	Iteration 30Q: 3 clusters Score -1.543214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -15432139.000000 Penalty: 13916.123047
	Iteration 31Q: 3 clusters Score -1.543214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -15432142.000000 Penalty: 13916.123047
	Iteration 32Q: 3 clusters Score -1.543214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -15432149.000000 Penalty: 13916.123047
	Iteration 33Q: 3 clusters Score -1.543215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -15432149.000000 Penalty: 13916.123047
	Iteration 34F: 3 clusters Score -1.543215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -1822748.500000 Penalty: 5650.754395
	Iteration 0F: 2 clusters Score -1822748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1812450.750000 Penalty: 11301.508789
	Iteration 0F: 3 clusters Score -1812451 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1814809.750000 Penalty: 11301.508789
	Iteration 1F: 3 clusters Score -1814810 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1815574.250000 Penalty: 11301.508789
	Iteration 2F: 3 clusters Score -1815574 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1816404.125000 Penalty: 11301.508789
	Iteration 3F: 3 clusters Score -1816404 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1817498.750000 Penalty: 11301.508789
	Iteration 4F: 3 clusters Score -1817499 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1818680.750000 Penalty: 11301.508789
	Iteration 5F: 3 clusters Score -1818681 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1819535.250000 Penalty: 11301.508789
	Iteration 6F: 3 clusters Score -1819535 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1820080.875000 Penalty: 11301.508789
	Iteration 7F: 3 clusters Score -1820081 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1820445.750000 Penalty: 11301.508789
	Iteration 8Q: 3 clusters Score -1820446 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1820667.375000 Penalty: 11301.508789
	Iteration 9Q: 3 clusters Score -1820667 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1820807.250000 Penalty: 11301.508789
	Iteration 10Q: 3 clusters Score -1820807 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1820873.875000 Penalty: 11301.508789
	Iteration 11Q: 3 clusters Score -1820874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1820908.000000 Penalty: 11301.508789
	Iteration 12Q: 3 clusters Score -1820908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1820927.125000 Penalty: 11301.508789
	Iteration 13Q: 3 clusters Score -1820927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1820937.500000 Penalty: 11301.508789
	Iteration 14Q: 3 clusters Score -1820938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1820949.000000 Penalty: 11301.508789
	Iteration 15Q: 3 clusters Score -1820949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1820954.625000 Penalty: 11301.508789
	Iteration 16Q: 3 clusters Score -1820955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1820958.000000 Penalty: 11301.508789
	Iteration 17Q: 3 clusters Score -1820958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1820958.250000 Penalty: 11301.508789
	Iteration 18Q: 3 clusters Score -1820958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1820963.625000 Penalty: 11301.508789
	Iteration 19Q: 3 clusters Score -1820964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1820968.375000 Penalty: 11301.508789
	Iteration 20F: 3 clusters Score -1820968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1820973.875000 Penalty: 11301.508789
	Iteration 21Q: 3 clusters Score -1820974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1820980.250000 Penalty: 11301.508789
	Iteration 22Q: 3 clusters Score -1820980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1820981.750000 Penalty: 11301.508789
	Iteration 23Q: 3 clusters Score -1820982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1820987.000000 Penalty: 11301.508789
	Iteration 24Q: 3 clusters Score -1820987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1820985.125000 Penalty: 11301.508789
	Iteration 25Q: 3 clusters Score -1820985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1820986.000000 Penalty: 11301.508789
	Iteration 26Q: 3 clusters Score -1820986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1820989.000000 Penalty: 11301.508789
	Iteration 27Q: 3 clusters Score -1820989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1820990.500000 Penalty: 11301.508789
	Iteration 28Q: 3 clusters Score -1820990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1820993.625000 Penalty: 11301.508789
	Iteration 29Q: 3 clusters Score -1820994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1820993.000000 Penalty: 11301.508789
	Iteration 30Q: 3 clusters Score -1820993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1820994.375000 Penalty: 11301.508789
	Iteration 31Q: 3 clusters Score -1820994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1820994.375000 Penalty: 11301.508789
	Iteration 32Q: 3 clusters Score -1820994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1820992.750000 Penalty: 11301.508789
	Iteration 33Q: 3 clusters Score -1820993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1820991.750000 Penalty: 11301.508789
	Iteration 34Q: 3 clusters Score -1820992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1820991.750000 Penalty: 11301.508789
	Iteration 35F: 3 clusters Score -1820992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -664244.062500 Penalty: 5073.175781
	Iteration 0F: 2 clusters Score -664244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -657891.812500 Penalty: 10146.351562
	Iteration 0F: 3 clusters Score -657891.8 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -658885.875000 Penalty: 10146.351562
	Iteration 1F: 3 clusters Score -658885.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -659184.125000 Penalty: 10146.351562
	Iteration 2F: 3 clusters Score -659184.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -659361.125000 Penalty: 10146.351562
	Iteration 3Q: 3 clusters Score -659361.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -659509.187500 Penalty: 10146.351562
	Iteration 4Q: 3 clusters Score -659509.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -659620.000000 Penalty: 10146.351562
	Iteration 5Q: 3 clusters Score -659620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -659711.000000 Penalty: 10146.351562
	Iteration 6Q: 3 clusters Score -659711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -659800.125000 Penalty: 10146.351562
	Iteration 7Q: 3 clusters Score -659800.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -659873.250000 Penalty: 10146.351562
	Iteration 8Q: 3 clusters Score -659873.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -659919.500000 Penalty: 10146.351562
	Iteration 9Q: 3 clusters Score -659919.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -659957.812500 Penalty: 10146.351562
	Iteration 10Q: 3 clusters Score -659957.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -659994.500000 Penalty: 10146.351562
	Iteration 11Q: 3 clusters Score -659994.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -660028.000000 Penalty: 10146.351562
	Iteration 12Q: 3 clusters Score -660028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -660069.562500 Penalty: 10146.351562
	Iteration 13Q: 3 clusters Score -660069.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -660116.687500 Penalty: 10146.351562
	Iteration 14Q: 3 clusters Score -660116.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -660159.375000 Penalty: 10146.351562
	Iteration 15Q: 3 clusters Score -660159.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -660204.750000 Penalty: 10146.351562
	Iteration 16Q: 3 clusters Score -660204.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -660250.500000 Penalty: 10146.351562
	Iteration 17Q: 3 clusters Score -660250.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -660294.250000 Penalty: 10146.351562
	Iteration 18Q: 3 clusters Score -660294.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -660336.062500 Penalty: 10146.351562
	Iteration 19Q: 3 clusters Score -660336.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -660365.187500 Penalty: 10146.351562
	Iteration 20F: 3 clusters Score -660365.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -660395.875000 Penalty: 10146.351562
	Iteration 21Q: 3 clusters Score -660395.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -660421.375000 Penalty: 10146.351562
	Iteration 22Q: 3 clusters Score -660421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -660441.375000 Penalty: 10146.351562
	Iteration 23Q: 3 clusters Score -660441.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -660462.000000 Penalty: 10146.351562
	Iteration 24Q: 3 clusters Score -660462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -660477.375000 Penalty: 10146.351562
	Iteration 25Q: 3 clusters Score -660477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -660485.500000 Penalty: 10146.351562
	Iteration 26Q: 3 clusters Score -660485.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -660497.562500 Penalty: 10146.351562
	Iteration 27Q: 3 clusters Score -660497.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -660506.812500 Penalty: 10146.351562
	Iteration 28Q: 3 clusters Score -660506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -660516.125000 Penalty: 10146.351562
	Iteration 29Q: 3 clusters Score -660516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -660522.125000 Penalty: 10146.351562
	Iteration 30Q: 3 clusters Score -660522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -660526.375000 Penalty: 10146.351562
	Iteration 31Q: 3 clusters Score -660526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -660530.875000 Penalty: 10146.351562
	Iteration 32Q: 3 clusters Score -660530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -660536.125000 Penalty: 10146.351562
	Iteration 33Q: 3 clusters Score -660536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -660538.937500 Penalty: 10146.351562
	Iteration 34Q: 3 clusters Score -660538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -660542.250000 Penalty: 10146.351562
	Iteration 35Q: 3 clusters Score -660542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -660544.437500 Penalty: 10146.351562
	Iteration 36Q: 3 clusters Score -660544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -660546.375000 Penalty: 10146.351562
	Iteration 37Q: 3 clusters Score -660546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -660546.375000 Penalty: 10146.351562
	Iteration 38F: 3 clusters Score -660546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -225429.187500 Penalty: 4463.211914
	Iteration 0F: 2 clusters Score -225429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -221147.796875 Penalty: 8926.423828
	Iteration 0F: 3 clusters Score -221147.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -222523.296875 Penalty: 8926.423828
	Iteration 1F: 3 clusters Score -222523.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -224142.343750 Penalty: 8926.423828
	Iteration 2F: 3 clusters Score -224142.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -225548.859375 Penalty: 8926.423828
	Iteration 3F: 3 clusters Score -225548.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -227123.281250 Penalty: 8926.423828
	Iteration 4F: 3 clusters Score -227123.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -227581.078125 Penalty: 8926.423828
	Iteration 5Q: 3 clusters Score -227581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -227794.828125 Penalty: 8926.423828
	Iteration 6Q: 3 clusters Score -227794.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -228044.312500 Penalty: 8926.423828
	Iteration 7Q: 3 clusters Score -228044.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -228392.875000 Penalty: 8926.423828
	Iteration 8Q: 3 clusters Score -228392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -228473.546875 Penalty: 8926.423828
	Iteration 9Q: 3 clusters Score -228473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228522.750000 Penalty: 8926.423828
	Iteration 10Q: 3 clusters Score -228522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -228563.437500 Penalty: 8926.423828
	Iteration 11Q: 3 clusters Score -228563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -228579.312500 Penalty: 8926.423828
	Iteration 12Q: 3 clusters Score -228579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -228647.187500 Penalty: 8926.423828
	Iteration 13Q: 3 clusters Score -228647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -228932.609375 Penalty: 8926.423828
	Iteration 14Q: 3 clusters Score -228932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -229154.828125 Penalty: 8926.423828
	Iteration 15Q: 3 clusters Score -229154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -229164.015625 Penalty: 8926.423828
	Iteration 16Q: 3 clusters Score -229164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -229173.328125 Penalty: 8926.423828
	Iteration 17F: 3 clusters Score -229173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -229184.421875 Penalty: 8926.423828
	Iteration 18Q: 3 clusters Score -229184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -229184.421875 Penalty: 8926.423828
	Iteration 19F: 3 clusters Score -229184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Mstep: Class 30 contains 477 members 
Entering Unmasked Estep 
Score: -226851536.000000 Penalty: 258397.593750
Splitting cluster 6 changes total score from -226852912.000000 to -226851536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Entering Unmasked Estep 
Score: -6662123.500000 Penalty: 6450.254883
	Iteration 0F: 2 clusters Score -6662124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -6634518.000000 Penalty: 12900.509766
	Iteration 0F: 3 clusters Score -6634518 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6643099.500000 Penalty: 12900.509766
	Iteration 1F: 3 clusters Score -6643100 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -6644071.500000 Penalty: 12900.509766
	Iteration 2F: 3 clusters Score -6644072 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -6644922.500000 Penalty: 12900.509766
	Iteration 3F: 3 clusters Score -6644922 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -6645652.500000 Penalty: 12900.509766
	Iteration 4Q: 3 clusters Score -6645652 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -6646524.500000 Penalty: 12900.509766
	Iteration 5Q: 3 clusters Score -6646524 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -6647521.500000 Penalty: 12900.509766
	Iteration 6Q: 3 clusters Score -6647522 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -6648651.500000 Penalty: 12900.509766
	Iteration 7F: 3 clusters Score -6648652 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -6649836.000000 Penalty: 12900.509766
	Iteration 8F: 3 clusters Score -6649836 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -6651079.000000 Penalty: 12900.509766
	Iteration 9F: 3 clusters Score -6651079 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -6652147.500000 Penalty: 12900.509766
	Iteration 10Q: 3 clusters Score -6652148 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -6653007.500000 Penalty: 12900.509766
	Iteration 11Q: 3 clusters Score -6653008 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -6653601.000000 Penalty: 12900.509766
	Iteration 12Q: 3 clusters Score -6653601 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6653990.500000 Penalty: 12900.509766
	Iteration 13Q: 3 clusters Score -6653990 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -6654274.000000 Penalty: 12900.509766
	Iteration 14Q: 3 clusters Score -6654274 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6654491.500000 Penalty: 12900.509766
	Iteration 15Q: 3 clusters Score -6654492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -6654653.500000 Penalty: 12900.509766
	Iteration 16Q: 3 clusters Score -6654654 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -6654826.000000 Penalty: 12900.509766
	Iteration 17Q: 3 clusters Score -6654826 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6654946.500000 Penalty: 12900.509766
	Iteration 18Q: 3 clusters Score -6654946 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6655085.500000 Penalty: 12900.509766
	Iteration 19Q: 3 clusters Score -6655086 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6655174.500000 Penalty: 12900.509766
	Iteration 20F: 3 clusters Score -6655174 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6655279.000000 Penalty: 12900.509766
	Iteration 21Q: 3 clusters Score -6655279 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6655403.000000 Penalty: 12900.509766
	Iteration 22Q: 3 clusters Score -6655403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6655510.000000 Penalty: 12900.509766
	Iteration 23Q: 3 clusters Score -6655510 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6655631.500000 Penalty: 12900.509766
	Iteration 24Q: 3 clusters Score -6655632 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6655728.500000 Penalty: 12900.509766
	Iteration 25Q: 3 clusters Score -6655728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6655826.000000 Penalty: 12900.509766
	Iteration 26Q: 3 clusters Score -6655826 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6655910.500000 Penalty: 12900.509766
	Iteration 27Q: 3 clusters Score -6655910 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6656002.000000 Penalty: 12900.509766
	Iteration 28Q: 3 clusters Score -6656002 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6656084.000000 Penalty: 12900.509766
	Iteration 29Q: 3 clusters Score -6656084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6656160.000000 Penalty: 12900.509766
	Iteration 30Q: 3 clusters Score -6656160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6656201.000000 Penalty: 12900.509766
	Iteration 31Q: 3 clusters Score -6656201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6656228.500000 Penalty: 12900.509766
	Iteration 32Q: 3 clusters Score -6656228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6656272.000000 Penalty: 12900.509766
	Iteration 33Q: 3 clusters Score -6656272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6656312.000000 Penalty: 12900.509766
	Iteration 34Q: 3 clusters Score -6656312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6656333.500000 Penalty: 12900.509766
	Iteration 35Q: 3 clusters Score -6656334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6656354.500000 Penalty: 12900.509766
	Iteration 36Q: 3 clusters Score -6656354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6656382.000000 Penalty: 12900.509766
	Iteration 37Q: 3 clusters Score -6656382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6656399.500000 Penalty: 12900.509766
	Iteration 38Q: 3 clusters Score -6656400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6656432.000000 Penalty: 12900.509766
	Iteration 39Q: 3 clusters Score -6656432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6656447.500000 Penalty: 12900.509766
	Iteration 40F: 3 clusters Score -6656448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6656473.000000 Penalty: 12900.509766
	Iteration 41Q: 3 clusters Score -6656473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6656480.500000 Penalty: 12900.509766
	Iteration 42Q: 3 clusters Score -6656480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6656481.500000 Penalty: 12900.509766
	Iteration 43Q: 3 clusters Score -6656482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6656505.000000 Penalty: 12900.509766
	Iteration 44Q: 3 clusters Score -6656505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6656510.500000 Penalty: 12900.509766
	Iteration 45Q: 3 clusters Score -6656510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6656530.000000 Penalty: 12900.509766
	Iteration 46Q: 3 clusters Score -6656530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6656547.500000 Penalty: 12900.509766
	Iteration 47Q: 3 clusters Score -6656548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6656538.000000 Penalty: 12900.509766
	Iteration 48Q: 3 clusters Score -6656538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6656542.000000 Penalty: 12900.509766
	Iteration 49Q: 3 clusters Score -6656542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6656546.500000 Penalty: 12900.509766
	Iteration 50Q: 3 clusters Score -6656546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6656557.000000 Penalty: 12900.509766
	Iteration 51Q: 3 clusters Score -6656557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6656550.000000 Penalty: 12900.509766
	Iteration 52Q: 3 clusters Score -6656550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6656549.000000 Penalty: 12900.509766
	Iteration 53Q: 3 clusters Score -6656549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6656561.500000 Penalty: 12900.509766
	Iteration 54Q: 3 clusters Score -6656562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6656564.500000 Penalty: 12900.509766
	Iteration 55Q: 3 clusters Score -6656564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6656558.000000 Penalty: 12900.509766
	Iteration 56Q: 3 clusters Score -6656558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6656560.500000 Penalty: 12900.509766
	Iteration 57Q: 3 clusters Score -6656560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6656565.500000 Penalty: 12900.509766
	Iteration 58Q: 3 clusters Score -6656566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6656571.000000 Penalty: 12900.509766
	Iteration 59Q: 3 clusters Score -6656571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6656573.500000 Penalty: 12900.509766
	Iteration 60F: 3 clusters Score -6656574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6656574.000000 Penalty: 12900.509766
	Iteration 61Q: 3 clusters Score -6656574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6656567.000000 Penalty: 12900.509766
	Iteration 62Q: 3 clusters Score -6656567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6656574.000000 Penalty: 12900.509766
	Iteration 63Q: 3 clusters Score -6656574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6656574.000000 Penalty: 12900.509766
	Iteration 64F: 3 clusters Score -6656574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -222875.796875 Penalty: 4477.711914
	Iteration 0F: 2 clusters Score -222875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -218397.781250 Penalty: 8955.423828
	Iteration 0F: 3 clusters Score -218397.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -219708.843750 Penalty: 8955.423828
	Iteration 1F: 3 clusters Score -219708.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -220464.437500 Penalty: 8955.423828
	Iteration 2F: 3 clusters Score -220464.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220860.468750 Penalty: 8955.423828
	Iteration 3F: 3 clusters Score -220860.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -221146.484375 Penalty: 8955.423828
	Iteration 4F: 3 clusters Score -221146.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -221343.968750 Penalty: 8955.423828
	Iteration 5Q: 3 clusters Score -221344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -221503.578125 Penalty: 8955.423828
	Iteration 6Q: 3 clusters Score -221503.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -221635.015625 Penalty: 8955.423828
	Iteration 7Q: 3 clusters Score -221635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -221861.140625 Penalty: 8955.423828
	Iteration 8Q: 3 clusters Score -221861.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -222143.671875 Penalty: 8955.423828
	Iteration 9Q: 3 clusters Score -222143.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -222385.375000 Penalty: 8955.423828
	Iteration 10Q: 3 clusters Score -222385.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -222760.484375 Penalty: 8955.423828
	Iteration 11Q: 3 clusters Score -222760.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -223032.515625 Penalty: 8955.423828
	Iteration 12Q: 3 clusters Score -223032.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223197.796875 Penalty: 8955.423828
	Iteration 13Q: 3 clusters Score -223197.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -223382.156250 Penalty: 8955.423828
	Iteration 14Q: 3 clusters Score -223382.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -223495.531250 Penalty: 8955.423828
	Iteration 15Q: 3 clusters Score -223495.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223594.953125 Penalty: 8955.423828
	Iteration 16Q: 3 clusters Score -223595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -223677.000000 Penalty: 8955.423828
	Iteration 17Q: 3 clusters Score -223677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223750.046875 Penalty: 8955.423828
	Iteration 18Q: 3 clusters Score -223750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -223823.484375 Penalty: 8955.423828
	Iteration 19Q: 3 clusters Score -223823.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -224007.875000 Penalty: 8955.423828
	Iteration 20F: 3 clusters Score -224007.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -224279.796875 Penalty: 8955.423828
	Iteration 21Q: 3 clusters Score -224279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -224362.015625 Penalty: 8955.423828
	Iteration 22Q: 3 clusters Score -224362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -224441.296875 Penalty: 8955.423828
	Iteration 23Q: 3 clusters Score -224441.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -224515.671875 Penalty: 8955.423828
	Iteration 24Q: 3 clusters Score -224515.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224577.906250 Penalty: 8955.423828
	Iteration 25Q: 3 clusters Score -224577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -224635.171875 Penalty: 8955.423828
	Iteration 26Q: 3 clusters Score -224635.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -224685.796875 Penalty: 8955.423828
	Iteration 27Q: 3 clusters Score -224685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -224701.171875 Penalty: 8955.423828
	Iteration 28Q: 3 clusters Score -224701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -224716.046875 Penalty: 8955.423828
	Iteration 29Q: 3 clusters Score -224716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -224744.796875 Penalty: 8955.423828
	Iteration 30Q: 3 clusters Score -224744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -224759.437500 Penalty: 8955.423828
	Iteration 31Q: 3 clusters Score -224759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -224770.765625 Penalty: 8955.423828
	Iteration 32Q: 3 clusters Score -224770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -224778.515625 Penalty: 8955.423828
	Iteration 33Q: 3 clusters Score -224778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -224781.109375 Penalty: 8955.423828
	Iteration 34Q: 3 clusters Score -224781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -224791.906250 Penalty: 8955.423828
	Iteration 35Q: 3 clusters Score -224791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -224817.812500 Penalty: 8955.423828
	Iteration 36Q: 3 clusters Score -224817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -224849.906250 Penalty: 8955.423828
	Iteration 37Q: 3 clusters Score -224849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -224884.296875 Penalty: 8955.423828
	Iteration 38Q: 3 clusters Score -224884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224925.718750 Penalty: 8955.423828
	Iteration 39Q: 3 clusters Score -224925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225030.421875 Penalty: 8955.423828
	Iteration 40F: 3 clusters Score -225030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -225238.281250 Penalty: 8955.423828
	Iteration 41Q: 3 clusters Score -225238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225262.953125 Penalty: 8955.423828
	Iteration 42Q: 3 clusters Score -225263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225262.953125 Penalty: 8955.423828
	Iteration 43F: 3 clusters Score -225263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Mstep: Class 30 contains 793 members 
Entering Unmasked Estep 
Score: -226851360.000000 Penalty: 258397.593750
Splitting cluster 8 changes total score from -226852912.000000 to -226851360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -265951.218750 Penalty: 4552.033691
	Iteration 0F: 2 clusters Score -265951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -261314.843750 Penalty: 9104.067383
	Iteration 0F: 3 clusters Score -261314.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -262153.656250 Penalty: 9104.067383
	Iteration 1F: 3 clusters Score -262153.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262854.937500 Penalty: 9104.067383
	Iteration 2F: 3 clusters Score -262854.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -263881.250000 Penalty: 9104.067383
	Iteration 3F: 3 clusters Score -263881.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -264926.625000 Penalty: 9104.067383
	Iteration 4F: 3 clusters Score -264926.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -265690.343750 Penalty: 9104.067383
	Iteration 5F: 3 clusters Score -265690.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -266020.937500 Penalty: 9104.067383
	Iteration 6Q: 3 clusters Score -266020.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -266558.218750 Penalty: 9104.067383
	Iteration 7Q: 3 clusters Score -266558.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -266904.812500 Penalty: 9104.067383
	Iteration 8Q: 3 clusters Score -266904.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -267220.906250 Penalty: 9104.067383
	Iteration 9Q: 3 clusters Score -267220.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -267457.406250 Penalty: 9104.067383
	Iteration 10Q: 3 clusters Score -267457.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -267724.218750 Penalty: 9104.067383
	Iteration 11Q: 3 clusters Score -267724.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -267952.843750 Penalty: 9104.067383
	Iteration 12Q: 3 clusters Score -267952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -268127.656250 Penalty: 9104.067383
	Iteration 13Q: 3 clusters Score -268127.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268515.718750 Penalty: 9104.067383
	Iteration 14Q: 3 clusters Score -268515.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -268796.125000 Penalty: 9104.067383
	Iteration 15Q: 3 clusters Score -268796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268823.062500 Penalty: 9104.067383
	Iteration 16Q: 3 clusters Score -268823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268824.000000 Penalty: 9104.067383
	Iteration 17F: 3 clusters Score -268824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268828.687500 Penalty: 9104.067383
	Iteration 18Q: 3 clusters Score -268828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268828.687500 Penalty: 9104.067383
	Iteration 19F: 3 clusters Score -268828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 739 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Mstep: Class 30 contains 950 members 
Entering Unmasked Estep 
Score: -226850416.000000 Penalty: 258397.593750
Splitting cluster 9 changes total score from -226852912.000000 to -226850416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -1331440.000000 Penalty: 5478.137695
	Iteration 0F: 2 clusters Score -1331440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1322605.875000 Penalty: 10956.275391
	Iteration 0F: 3 clusters Score -1322606 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1324269.125000 Penalty: 10956.275391
	Iteration 1F: 3 clusters Score -1324269 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1324692.125000 Penalty: 10956.275391
	Iteration 2F: 3 clusters Score -1324692 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1324919.500000 Penalty: 10956.275391
	Iteration 3Q: 3 clusters Score -1324920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1325065.875000 Penalty: 10956.275391
	Iteration 4Q: 3 clusters Score -1325066 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1325173.000000 Penalty: 10956.275391
	Iteration 5Q: 3 clusters Score -1325173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1325276.000000 Penalty: 10956.275391
	Iteration 6Q: 3 clusters Score -1325276 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1325399.875000 Penalty: 10956.275391
	Iteration 7Q: 3 clusters Score -1325400 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1325529.125000 Penalty: 10956.275391
	Iteration 8Q: 3 clusters Score -1325529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1325631.125000 Penalty: 10956.275391
	Iteration 9Q: 3 clusters Score -1325631 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1325750.750000 Penalty: 10956.275391
	Iteration 10Q: 3 clusters Score -1325751 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1325864.500000 Penalty: 10956.275391
	Iteration 11Q: 3 clusters Score -1325864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1325953.250000 Penalty: 10956.275391
	Iteration 12Q: 3 clusters Score -1325953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1326036.750000 Penalty: 10956.275391
	Iteration 13Q: 3 clusters Score -1326037 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1326147.500000 Penalty: 10956.275391
	Iteration 14Q: 3 clusters Score -1326148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1326250.875000 Penalty: 10956.275391
	Iteration 15Q: 3 clusters Score -1326251 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1326331.875000 Penalty: 10956.275391
	Iteration 16Q: 3 clusters Score -1326332 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1326410.875000 Penalty: 10956.275391
	Iteration 17Q: 3 clusters Score -1326411 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1326494.125000 Penalty: 10956.275391
	Iteration 18Q: 3 clusters Score -1326494 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1326580.750000 Penalty: 10956.275391
	Iteration 19Q: 3 clusters Score -1326581 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1326663.875000 Penalty: 10956.275391
	Iteration 20F: 3 clusters Score -1326664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1326726.125000 Penalty: 10956.275391
	Iteration 21Q: 3 clusters Score -1326726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1326784.375000 Penalty: 10956.275391
	Iteration 22Q: 3 clusters Score -1326784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1326833.750000 Penalty: 10956.275391
	Iteration 23Q: 3 clusters Score -1326834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1326879.000000 Penalty: 10956.275391
	Iteration 24Q: 3 clusters Score -1326879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1326928.250000 Penalty: 10956.275391
	Iteration 25Q: 3 clusters Score -1326928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1326974.125000 Penalty: 10956.275391
	Iteration 26Q: 3 clusters Score -1326974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1327021.250000 Penalty: 10956.275391
	Iteration 27Q: 3 clusters Score -1327021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1327056.750000 Penalty: 10956.275391
	Iteration 28Q: 3 clusters Score -1327057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1327085.875000 Penalty: 10956.275391
	Iteration 29Q: 3 clusters Score -1327086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1327113.250000 Penalty: 10956.275391
	Iteration 30Q: 3 clusters Score -1327113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1327142.250000 Penalty: 10956.275391
	Iteration 31Q: 3 clusters Score -1327142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1327166.750000 Penalty: 10956.275391
	Iteration 32Q: 3 clusters Score -1327167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1327185.500000 Penalty: 10956.275391
	Iteration 33Q: 3 clusters Score -1327186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1327204.375000 Penalty: 10956.275391
	Iteration 34Q: 3 clusters Score -1327204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1327222.875000 Penalty: 10956.275391
	Iteration 35Q: 3 clusters Score -1327223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1327239.125000 Penalty: 10956.275391
	Iteration 36Q: 3 clusters Score -1327239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1327247.250000 Penalty: 10956.275391
	Iteration 37Q: 3 clusters Score -1327247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1327264.000000 Penalty: 10956.275391
	Iteration 38Q: 3 clusters Score -1327264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1327273.250000 Penalty: 10956.275391
	Iteration 39Q: 3 clusters Score -1327273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1327283.125000 Penalty: 10956.275391
	Iteration 40F: 3 clusters Score -1327283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1327283.375000 Penalty: 10956.275391
	Iteration 41Q: 3 clusters Score -1327283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1327293.000000 Penalty: 10956.275391
	Iteration 42Q: 3 clusters Score -1327293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1327302.875000 Penalty: 10956.275391
	Iteration 43Q: 3 clusters Score -1327303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1327307.500000 Penalty: 10956.275391
	Iteration 44Q: 3 clusters Score -1327308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1327316.625000 Penalty: 10956.275391
	Iteration 45Q: 3 clusters Score -1327317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1327323.500000 Penalty: 10956.275391
	Iteration 46Q: 3 clusters Score -1327324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1327333.125000 Penalty: 10956.275391
	Iteration 47Q: 3 clusters Score -1327333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1327336.250000 Penalty: 10956.275391
	Iteration 48Q: 3 clusters Score -1327336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1327349.000000 Penalty: 10956.275391
	Iteration 49Q: 3 clusters Score -1327349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1327353.875000 Penalty: 10956.275391
	Iteration 50Q: 3 clusters Score -1327354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1327358.500000 Penalty: 10956.275391
	Iteration 51Q: 3 clusters Score -1327358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1327359.500000 Penalty: 10956.275391
	Iteration 52Q: 3 clusters Score -1327360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1327365.750000 Penalty: 10956.275391
	Iteration 53Q: 3 clusters Score -1327366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1327364.500000 Penalty: 10956.275391
	Iteration 54Q: 3 clusters Score -1327364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1327368.000000 Penalty: 10956.275391
	Iteration 55Q: 3 clusters Score -1327368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1327367.875000 Penalty: 10956.275391
	Iteration 56Q: 3 clusters Score -1327368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1327367.125000 Penalty: 10956.275391
	Iteration 57Q: 3 clusters Score -1327367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1327367.625000 Penalty: 10956.275391
	Iteration 58Q: 3 clusters Score -1327368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1327368.875000 Penalty: 10956.275391
	Iteration 59Q: 3 clusters Score -1327369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1327368.875000 Penalty: 10956.275391
	Iteration 60F: 3 clusters Score -1327369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Entering Unmasked Estep 
Score: -1181649.500000 Penalty: 5422.957520
	Iteration 0F: 2 clusters Score -1181650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1173249.625000 Penalty: 10845.915039
	Iteration 0F: 3 clusters Score -1173250 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1174853.000000 Penalty: 10845.915039
	Iteration 1F: 3 clusters Score -1174853 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1175319.625000 Penalty: 10845.915039
	Iteration 2F: 3 clusters Score -1175320 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1175559.375000 Penalty: 10845.915039
	Iteration 3F: 3 clusters Score -1175559 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1175691.375000 Penalty: 10845.915039
	Iteration 4Q: 3 clusters Score -1175691 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1175776.125000 Penalty: 10845.915039
	Iteration 5Q: 3 clusters Score -1175776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1175834.375000 Penalty: 10845.915039
	Iteration 6Q: 3 clusters Score -1175834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1175875.750000 Penalty: 10845.915039
	Iteration 7Q: 3 clusters Score -1175876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1175905.500000 Penalty: 10845.915039
	Iteration 8Q: 3 clusters Score -1175906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1175932.500000 Penalty: 10845.915039
	Iteration 9Q: 3 clusters Score -1175932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1175954.125000 Penalty: 10845.915039
	Iteration 10Q: 3 clusters Score -1175954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1175969.750000 Penalty: 10845.915039
	Iteration 11Q: 3 clusters Score -1175970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1175992.625000 Penalty: 10845.915039
	Iteration 12Q: 3 clusters Score -1175993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1176014.000000 Penalty: 10845.915039
	Iteration 13Q: 3 clusters Score -1176014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1176029.000000 Penalty: 10845.915039
	Iteration 14Q: 3 clusters Score -1176029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1176042.625000 Penalty: 10845.915039
	Iteration 15Q: 3 clusters Score -1176043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1176052.500000 Penalty: 10845.915039
	Iteration 16Q: 3 clusters Score -1176052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1176064.750000 Penalty: 10845.915039
	Iteration 17Q: 3 clusters Score -1176065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1176079.000000 Penalty: 10845.915039
	Iteration 18Q: 3 clusters Score -1176079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1176092.750000 Penalty: 10845.915039
	Iteration 19Q: 3 clusters Score -1176093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1176104.625000 Penalty: 10845.915039
	Iteration 20F: 3 clusters Score -1176105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1176117.250000 Penalty: 10845.915039
	Iteration 21Q: 3 clusters Score -1176117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1176125.125000 Penalty: 10845.915039
	Iteration 22Q: 3 clusters Score -1176125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1176138.375000 Penalty: 10845.915039
	Iteration 23Q: 3 clusters Score -1176138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1176147.125000 Penalty: 10845.915039
	Iteration 24Q: 3 clusters Score -1176147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1176165.250000 Penalty: 10845.915039
	Iteration 25Q: 3 clusters Score -1176165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1176178.250000 Penalty: 10845.915039
	Iteration 26Q: 3 clusters Score -1176178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1176187.125000 Penalty: 10845.915039
	Iteration 27Q: 3 clusters Score -1176187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1176206.000000 Penalty: 10845.915039
	Iteration 28Q: 3 clusters Score -1176206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1176211.125000 Penalty: 10845.915039
	Iteration 29Q: 3 clusters Score -1176211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1176223.875000 Penalty: 10845.915039
	Iteration 30Q: 3 clusters Score -1176224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1176230.625000 Penalty: 10845.915039
	Iteration 31Q: 3 clusters Score -1176231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1176235.750000 Penalty: 10845.915039
	Iteration 32Q: 3 clusters Score -1176236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1176248.125000 Penalty: 10845.915039
	Iteration 33Q: 3 clusters Score -1176248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1176258.375000 Penalty: 10845.915039
	Iteration 34Q: 3 clusters Score -1176258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1176273.250000 Penalty: 10845.915039
	Iteration 35Q: 3 clusters Score -1176273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1176285.625000 Penalty: 10845.915039
	Iteration 36Q: 3 clusters Score -1176286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1176300.875000 Penalty: 10845.915039
	Iteration 37Q: 3 clusters Score -1176301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1176322.375000 Penalty: 10845.915039
	Iteration 38Q: 3 clusters Score -1176322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1176343.875000 Penalty: 10845.915039
	Iteration 39Q: 3 clusters Score -1176344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1176356.125000 Penalty: 10845.915039
	Iteration 40F: 3 clusters Score -1176356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1176370.125000 Penalty: 10845.915039
	Iteration 41Q: 3 clusters Score -1176370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1176378.625000 Penalty: 10845.915039
	Iteration 42Q: 3 clusters Score -1176379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1176391.125000 Penalty: 10845.915039
	Iteration 43Q: 3 clusters Score -1176391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1176400.375000 Penalty: 10845.915039
	Iteration 44Q: 3 clusters Score -1176400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1176411.125000 Penalty: 10845.915039
	Iteration 45Q: 3 clusters Score -1176411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1176419.250000 Penalty: 10845.915039
	Iteration 46Q: 3 clusters Score -1176419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1176430.500000 Penalty: 10845.915039
	Iteration 47Q: 3 clusters Score -1176430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1176442.750000 Penalty: 10845.915039
	Iteration 48Q: 3 clusters Score -1176443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1176454.750000 Penalty: 10845.915039
	Iteration 49Q: 3 clusters Score -1176455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1176470.875000 Penalty: 10845.915039
	Iteration 50Q: 3 clusters Score -1176471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1176491.000000 Penalty: 10845.915039
	Iteration 51Q: 3 clusters Score -1176491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1176511.875000 Penalty: 10845.915039
	Iteration 52Q: 3 clusters Score -1176512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1176530.750000 Penalty: 10845.915039
	Iteration 53Q: 3 clusters Score -1176531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1176554.625000 Penalty: 10845.915039
	Iteration 54Q: 3 clusters Score -1176555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1176573.125000 Penalty: 10845.915039
	Iteration 55Q: 3 clusters Score -1176573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1176592.500000 Penalty: 10845.915039
	Iteration 56Q: 3 clusters Score -1176592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1176611.375000 Penalty: 10845.915039
	Iteration 57Q: 3 clusters Score -1176611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1176643.500000 Penalty: 10845.915039
	Iteration 58Q: 3 clusters Score -1176644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1176678.000000 Penalty: 10845.915039
	Iteration 59Q: 3 clusters Score -1176678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1176706.500000 Penalty: 10845.915039
	Iteration 60F: 3 clusters Score -1176706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1176749.125000 Penalty: 10845.915039
	Iteration 61Q: 3 clusters Score -1176749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1176779.875000 Penalty: 10845.915039
	Iteration 62Q: 3 clusters Score -1176780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1176818.000000 Penalty: 10845.915039
	Iteration 63Q: 3 clusters Score -1176818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1176856.000000 Penalty: 10845.915039
	Iteration 64Q: 3 clusters Score -1176856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1176888.875000 Penalty: 10845.915039
	Iteration 65Q: 3 clusters Score -1176889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1176926.625000 Penalty: 10845.915039
	Iteration 66Q: 3 clusters Score -1176927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1176953.375000 Penalty: 10845.915039
	Iteration 67Q: 3 clusters Score -1176953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1176983.375000 Penalty: 10845.915039
	Iteration 68Q: 3 clusters Score -1176983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1177015.625000 Penalty: 10845.915039
	Iteration 69Q: 3 clusters Score -1177016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1177041.375000 Penalty: 10845.915039
	Iteration 70Q: 3 clusters Score -1177041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1177065.000000 Penalty: 10845.915039
	Iteration 71Q: 3 clusters Score -1177065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1177085.500000 Penalty: 10845.915039
	Iteration 72Q: 3 clusters Score -1177086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1177110.250000 Penalty: 10845.915039
	Iteration 73Q: 3 clusters Score -1177110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1177132.750000 Penalty: 10845.915039
	Iteration 74Q: 3 clusters Score -1177133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1177156.875000 Penalty: 10845.915039
	Iteration 75Q: 3 clusters Score -1177157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1177174.625000 Penalty: 10845.915039
	Iteration 76Q: 3 clusters Score -1177175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1177196.500000 Penalty: 10845.915039
	Iteration 77Q: 3 clusters Score -1177196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1177227.500000 Penalty: 10845.915039
	Iteration 78Q: 3 clusters Score -1177228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1177253.000000 Penalty: 10845.915039
	Iteration 79Q: 3 clusters Score -1177253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1177271.250000 Penalty: 10845.915039
	Iteration 80F: 3 clusters Score -1177271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1177287.750000 Penalty: 10845.915039
	Iteration 81Q: 3 clusters Score -1177288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1177306.125000 Penalty: 10845.915039
	Iteration 82Q: 3 clusters Score -1177306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1177319.375000 Penalty: 10845.915039
	Iteration 83Q: 3 clusters Score -1177319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1177332.500000 Penalty: 10845.915039
	Iteration 84Q: 3 clusters Score -1177332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1177349.000000 Penalty: 10845.915039
	Iteration 85Q: 3 clusters Score -1177349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1177358.000000 Penalty: 10845.915039
	Iteration 86Q: 3 clusters Score -1177358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1177362.750000 Penalty: 10845.915039
	Iteration 87Q: 3 clusters Score -1177363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1177368.250000 Penalty: 10845.915039
	Iteration 88Q: 3 clusters Score -1177368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1177380.500000 Penalty: 10845.915039
	Iteration 89Q: 3 clusters Score -1177380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1177384.625000 Penalty: 10845.915039
	Iteration 90Q: 3 clusters Score -1177385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1177394.000000 Penalty: 10845.915039
	Iteration 91Q: 3 clusters Score -1177394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1177404.625000 Penalty: 10845.915039
	Iteration 92Q: 3 clusters Score -1177405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1177418.625000 Penalty: 10845.915039
	Iteration 93Q: 3 clusters Score -1177419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1177431.375000 Penalty: 10845.915039
	Iteration 94Q: 3 clusters Score -1177431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1177441.625000 Penalty: 10845.915039
	Iteration 95Q: 3 clusters Score -1177442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1177459.500000 Penalty: 10845.915039
	Iteration 96Q: 3 clusters Score -1177460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1177472.375000 Penalty: 10845.915039
	Iteration 97Q: 3 clusters Score -1177472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1177489.875000 Penalty: 10845.915039
	Iteration 98Q: 3 clusters Score -1177490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1177508.625000 Penalty: 10845.915039
	Iteration 99Q: 3 clusters Score -1177509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1177525.625000 Penalty: 10845.915039
	Iteration 100F: 3 clusters Score -1177526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1177536.750000 Penalty: 10845.915039
	Iteration 101Q: 3 clusters Score -1177537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1177547.875000 Penalty: 10845.915039
	Iteration 102Q: 3 clusters Score -1177548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1177562.125000 Penalty: 10845.915039
	Iteration 103Q: 3 clusters Score -1177562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1177568.500000 Penalty: 10845.915039
	Iteration 104Q: 3 clusters Score -1177568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1177573.625000 Penalty: 10845.915039
	Iteration 105Q: 3 clusters Score -1177574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1177586.625000 Penalty: 10845.915039
	Iteration 106Q: 3 clusters Score -1177587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1177597.375000 Penalty: 10845.915039
	Iteration 107Q: 3 clusters Score -1177597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1177602.250000 Penalty: 10845.915039
	Iteration 108Q: 3 clusters Score -1177602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1177604.625000 Penalty: 10845.915039
	Iteration 109Q: 3 clusters Score -1177605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1177610.750000 Penalty: 10845.915039
	Iteration 110Q: 3 clusters Score -1177611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1177619.625000 Penalty: 10845.915039
	Iteration 111Q: 3 clusters Score -1177620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1177622.625000 Penalty: 10845.915039
	Iteration 112Q: 3 clusters Score -1177623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1177629.250000 Penalty: 10845.915039
	Iteration 113Q: 3 clusters Score -1177629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1177632.750000 Penalty: 10845.915039
	Iteration 114Q: 3 clusters Score -1177633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1177634.750000 Penalty: 10845.915039
	Iteration 115Q: 3 clusters Score -1177635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1177641.750000 Penalty: 10845.915039
	Iteration 116Q: 3 clusters Score -1177642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1177648.250000 Penalty: 10845.915039
	Iteration 117Q: 3 clusters Score -1177648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1177655.250000 Penalty: 10845.915039
	Iteration 118Q: 3 clusters Score -1177655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1177659.375000 Penalty: 10845.915039
	Iteration 119Q: 3 clusters Score -1177659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1177664.125000 Penalty: 10845.915039
	Iteration 120F: 3 clusters Score -1177664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1177667.375000 Penalty: 10845.915039
	Iteration 121Q: 3 clusters Score -1177667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1177669.375000 Penalty: 10845.915039
	Iteration 122Q: 3 clusters Score -1177669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1177669.375000 Penalty: 10845.915039
	Iteration 123Q: 3 clusters Score -1177669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1177672.125000 Penalty: 10845.915039
	Iteration 124Q: 3 clusters Score -1177672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1177673.375000 Penalty: 10845.915039
	Iteration 125Q: 3 clusters Score -1177673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1177676.250000 Penalty: 10845.915039
	Iteration 126Q: 3 clusters Score -1177676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1177678.125000 Penalty: 10845.915039
	Iteration 127Q: 3 clusters Score -1177678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1177682.000000 Penalty: 10845.915039
	Iteration 128Q: 3 clusters Score -1177682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1177685.125000 Penalty: 10845.915039
	Iteration 129Q: 3 clusters Score -1177685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1177686.625000 Penalty: 10845.915039
	Iteration 130Q: 3 clusters Score -1177687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1177684.875000 Penalty: 10845.915039
	Iteration 131Q: 3 clusters Score -1177685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1177685.375000 Penalty: 10845.915039
	Iteration 132Q: 3 clusters Score -1177685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1177685.375000 Penalty: 10845.915039
	Iteration 133F: 3 clusters Score -1177685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484306 members 
Entering Unmasked Estep 
Score: -87443792.000000 Penalty: 8017.914062
	Iteration 0F: 2 clusters Score -8.744379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241751 members 
Mstep: Class 2 contains 242555 members 
Entering Unmasked Estep 
Score: -87144664.000000 Penalty: 16035.828125
	Iteration 0F: 3 clusters Score -8.714466e+07 nChanged 232870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234311 members 
Mstep: Class 2 contains 249995 members 
Entering Unmasked Estep 
Score: -87281760.000000 Penalty: 16035.828125
	Iteration 1F: 3 clusters Score -8.728176e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228912 members 
Mstep: Class 2 contains 255394 members 
Entering Unmasked Estep 
Score: -87284112.000000 Penalty: 16035.828125
	Iteration 2Q: 3 clusters Score -8.728411e+07 nChanged 15339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220243 members 
Mstep: Class 2 contains 264063 members 
Entering Unmasked Estep 
Score: -87288104.000000 Penalty: 16035.828125
	Iteration 3Q: 3 clusters Score -8.72881e+07 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206767 members 
Mstep: Class 2 contains 277539 members 
Entering Unmasked Estep 
Score: -87294968.000000 Penalty: 16035.828125
	Iteration 4Q: 3 clusters Score -8.729497e+07 nChanged 25002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 297907 members 
Entering Unmasked Estep 
Score: -87307320.000000 Penalty: 16035.828125
	Iteration 5F: 3 clusters Score -8.730732e+07 nChanged 32297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 326712 members 
Entering Unmasked Estep 
Score: -87327872.000000 Penalty: 16035.828125
	Iteration 6F: 3 clusters Score -8.732787e+07 nChanged 38721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 363139 members 
Entering Unmasked Estep 
Score: -87358384.000000 Penalty: 16035.828125
	Iteration 7F: 3 clusters Score -8.735838e+07 nChanged 40433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 402340 members 
Entering Unmasked Estep 
Score: -87393960.000000 Penalty: 16035.828125
	Iteration 8F: 3 clusters Score -8.739396e+07 nChanged 33578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 435340 members 
Entering Unmasked Estep 
Score: -87423672.000000 Penalty: 16035.828125
	Iteration 9F: 3 clusters Score -8.742367e+07 nChanged 21641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 456657 members 
Entering Unmasked Estep 
Score: -87438416.000000 Penalty: 16035.828125
	Iteration 10Q: 3 clusters Score -8.743842e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 468087 members 
Entering Unmasked Estep 
Score: -87442920.000000 Penalty: 16035.828125
	Iteration 11Q: 3 clusters Score -8.744292e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 473373 members 
Entering Unmasked Estep 
Score: -87443632.000000 Penalty: 16035.828125
	Iteration 12Q: 3 clusters Score -8.744363e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 476038 members 
Entering Unmasked Estep 
Score: -87444208.000000 Penalty: 16035.828125
	Iteration 13Q: 3 clusters Score -8.744421e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 477376 members 
Entering Unmasked Estep 
Score: -87444000.000000 Penalty: 16035.828125
	Iteration 14Q: 3 clusters Score -8.7444e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 478171 members 
Entering Unmasked Estep 
Score: -87444032.000000 Penalty: 16035.828125
	Iteration 15Q: 3 clusters Score -8.744403e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 478660 members 
Entering Unmasked Estep 
Score: -87443976.000000 Penalty: 16035.828125
	Iteration 16Q: 3 clusters Score -8.744398e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 478988 members 
Entering Unmasked Estep 
Score: -87443952.000000 Penalty: 16035.828125
	Iteration 17Q: 3 clusters Score -8.744395e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 479235 members 
Entering Unmasked Estep 
Score: -87443736.000000 Penalty: 16035.828125
	Iteration 18Q: 3 clusters Score -8.744374e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 479425 members 
Entering Unmasked Estep 
Score: -87443536.000000 Penalty: 16035.828125
	Iteration 19Q: 3 clusters Score -8.744354e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 479545 members 
Entering Unmasked Estep 
Score: -87443520.000000 Penalty: 16035.828125
	Iteration 20F: 3 clusters Score -8.744352e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 479646 members 
Entering Unmasked Estep 
Score: -87443448.000000 Penalty: 16035.828125
	Iteration 21Q: 3 clusters Score -8.744345e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 479711 members 
Entering Unmasked Estep 
Score: -87443472.000000 Penalty: 16035.828125
	Iteration 22Q: 3 clusters Score -8.744347e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 479757 members 
Entering Unmasked Estep 
Score: -87443328.000000 Penalty: 16035.828125
	Iteration 23Q: 3 clusters Score -8.744333e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 479794 members 
Entering Unmasked Estep 
Score: -87443392.000000 Penalty: 16035.828125
	Iteration 24Q: 3 clusters Score -8.744339e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 479824 members 
Entering Unmasked Estep 
Score: -87443368.000000 Penalty: 16035.828125
	Iteration 25Q: 3 clusters Score -8.744337e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 479842 members 
Entering Unmasked Estep 
Score: -87443320.000000 Penalty: 16035.828125
	Iteration 26Q: 3 clusters Score -8.744332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 479856 members 
Entering Unmasked Estep 
Score: -87443312.000000 Penalty: 16035.828125
	Iteration 27Q: 3 clusters Score -8.744331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 479871 members 
Entering Unmasked Estep 
Score: -87443320.000000 Penalty: 16035.828125
	Iteration 28Q: 3 clusters Score -8.744332e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 479871 members 
Entering Unmasked Estep 
Score: -87443368.000000 Penalty: 16035.828125
	Iteration 29Q: 3 clusters Score -8.744337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 479873 members 
Entering Unmasked Estep 
Score: -87443368.000000 Penalty: 16035.828125
	Iteration 30Q: 3 clusters Score -8.744337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 479875 members 
Entering Unmasked Estep 
Score: -87443376.000000 Penalty: 16035.828125
	Iteration 31Q: 3 clusters Score -8.744338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 479881 members 
Entering Unmasked Estep 
Score: -87443344.000000 Penalty: 16035.828125
	Iteration 32Q: 3 clusters Score -8.744334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 479887 members 
Entering Unmasked Estep 
Score: -87443344.000000 Penalty: 16035.828125
	Iteration 33Q: 3 clusters Score -8.744334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 479893 members 
Entering Unmasked Estep 
Score: -87443304.000000 Penalty: 16035.828125
	Iteration 34Q: 3 clusters Score -8.74433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 479897 members 
Entering Unmasked Estep 
Score: -87443320.000000 Penalty: 16035.828125
	Iteration 35Q: 3 clusters Score -8.744332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 479898 members 
Entering Unmasked Estep 
Score: -87443272.000000 Penalty: 16035.828125
	Iteration 36Q: 3 clusters Score -8.744327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 479898 members 
Entering Unmasked Estep 
Score: -87443272.000000 Penalty: 16035.828125
	Iteration 37F: 3 clusters Score -8.744327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Entering Unmasked Estep 
Score: -6544795.000000 Penalty: 6466.328125
	Iteration 0F: 2 clusters Score -6544795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -6516650.500000 Penalty: 12932.656250
	Iteration 0F: 3 clusters Score -6516650 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -6525521.000000 Penalty: 12932.656250
	Iteration 1F: 3 clusters Score -6525521 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -6526531.000000 Penalty: 12932.656250
	Iteration 2F: 3 clusters Score -6526531 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -6527435.500000 Penalty: 12932.656250
	Iteration 3F: 3 clusters Score -6527436 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6528417.500000 Penalty: 12932.656250
	Iteration 4Q: 3 clusters Score -6528418 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6529362.000000 Penalty: 12932.656250
	Iteration 5Q: 3 clusters Score -6529362 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -6530345.000000 Penalty: 12932.656250
	Iteration 6Q: 3 clusters Score -6530345 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -6531168.500000 Penalty: 12932.656250
	Iteration 7Q: 3 clusters Score -6531168 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -6532033.500000 Penalty: 12932.656250
	Iteration 8Q: 3 clusters Score -6532034 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6532722.500000 Penalty: 12932.656250
	Iteration 9Q: 3 clusters Score -6532722 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -6533405.500000 Penalty: 12932.656250
	Iteration 10Q: 3 clusters Score -6533406 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -6534134.000000 Penalty: 12932.656250
	Iteration 11Q: 3 clusters Score -6534134 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -6534833.500000 Penalty: 12932.656250
	Iteration 12Q: 3 clusters Score -6534834 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -6535531.000000 Penalty: 12932.656250
	Iteration 13Q: 3 clusters Score -6535531 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -6536110.500000 Penalty: 12932.656250
	Iteration 14Q: 3 clusters Score -6536110 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -6536550.500000 Penalty: 12932.656250
	Iteration 15Q: 3 clusters Score -6536550 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -6536936.000000 Penalty: 12932.656250
	Iteration 16Q: 3 clusters Score -6536936 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6537199.500000 Penalty: 12932.656250
	Iteration 17Q: 3 clusters Score -6537200 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -6537459.500000 Penalty: 12932.656250
	Iteration 18Q: 3 clusters Score -6537460 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -6537666.000000 Penalty: 12932.656250
	Iteration 19Q: 3 clusters Score -6537666 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -6537852.500000 Penalty: 12932.656250
	Iteration 20F: 3 clusters Score -6537852 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -6538074.500000 Penalty: 12932.656250
	Iteration 21Q: 3 clusters Score -6538074 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -6538223.500000 Penalty: 12932.656250
	Iteration 22Q: 3 clusters Score -6538224 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -6538393.500000 Penalty: 12932.656250
	Iteration 23Q: 3 clusters Score -6538394 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -6538568.000000 Penalty: 12932.656250
	Iteration 24Q: 3 clusters Score -6538568 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -6538771.500000 Penalty: 12932.656250
	Iteration 25Q: 3 clusters Score -6538772 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -6538963.000000 Penalty: 12932.656250
	Iteration 26Q: 3 clusters Score -6538963 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -6539158.500000 Penalty: 12932.656250
	Iteration 27Q: 3 clusters Score -6539158 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -6539372.500000 Penalty: 12932.656250
	Iteration 28Q: 3 clusters Score -6539372 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -6539624.500000 Penalty: 12932.656250
	Iteration 29Q: 3 clusters Score -6539624 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -6539894.000000 Penalty: 12932.656250
	Iteration 30Q: 3 clusters Score -6539894 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -6540138.500000 Penalty: 12932.656250
	Iteration 31Q: 3 clusters Score -6540138 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -6540416.000000 Penalty: 12932.656250
	Iteration 32Q: 3 clusters Score -6540416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -6540647.000000 Penalty: 12932.656250
	Iteration 33Q: 3 clusters Score -6540647 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6540831.500000 Penalty: 12932.656250
	Iteration 34Q: 3 clusters Score -6540832 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -6541027.000000 Penalty: 12932.656250
	Iteration 35Q: 3 clusters Score -6541027 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -6541220.000000 Penalty: 12932.656250
	Iteration 36Q: 3 clusters Score -6541220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6541331.500000 Penalty: 12932.656250
	Iteration 37Q: 3 clusters Score -6541332 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6541437.500000 Penalty: 12932.656250
	Iteration 38Q: 3 clusters Score -6541438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6541512.500000 Penalty: 12932.656250
	Iteration 39Q: 3 clusters Score -6541512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6541582.500000 Penalty: 12932.656250
	Iteration 40F: 3 clusters Score -6541582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6541640.500000 Penalty: 12932.656250
	Iteration 41Q: 3 clusters Score -6541640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6541653.000000 Penalty: 12932.656250
	Iteration 42Q: 3 clusters Score -6541653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6541668.500000 Penalty: 12932.656250
	Iteration 43Q: 3 clusters Score -6541668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6541699.000000 Penalty: 12932.656250
	Iteration 44Q: 3 clusters Score -6541699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6541718.000000 Penalty: 12932.656250
	Iteration 45Q: 3 clusters Score -6541718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6541744.500000 Penalty: 12932.656250
	Iteration 46Q: 3 clusters Score -6541744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6541753.500000 Penalty: 12932.656250
	Iteration 47Q: 3 clusters Score -6541754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6541777.500000 Penalty: 12932.656250
	Iteration 48Q: 3 clusters Score -6541778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6541792.500000 Penalty: 12932.656250
	Iteration 49Q: 3 clusters Score -6541792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6541787.000000 Penalty: 12932.656250
	Iteration 50Q: 3 clusters Score -6541787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6541809.000000 Penalty: 12932.656250
	Iteration 51Q: 3 clusters Score -6541809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6541811.500000 Penalty: 12932.656250
	Iteration 52Q: 3 clusters Score -6541812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6541821.500000 Penalty: 12932.656250
	Iteration 53Q: 3 clusters Score -6541822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6541824.500000 Penalty: 12932.656250
	Iteration 54Q: 3 clusters Score -6541824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6541826.500000 Penalty: 12932.656250
	Iteration 55Q: 3 clusters Score -6541826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6541823.500000 Penalty: 12932.656250
	Iteration 56Q: 3 clusters Score -6541824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6541827.500000 Penalty: 12932.656250
	Iteration 57Q: 3 clusters Score -6541828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6541832.000000 Penalty: 12932.656250
	Iteration 58Q: 3 clusters Score -6541832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6541833.500000 Penalty: 12932.656250
	Iteration 59Q: 3 clusters Score -6541834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6541833.500000 Penalty: 12932.656250
	Iteration 60F: 3 clusters Score -6541834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Entering Unmasked Estep 
Score: -13258956.000000 Penalty: 6870.195801
	Iteration 0F: 2 clusters Score -1.325896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -13207604.000000 Penalty: 13740.391602
	Iteration 0F: 3 clusters Score -1.32076e+07 nChanged 33429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -13225351.000000 Penalty: 13740.391602
	Iteration 1F: 3 clusters Score -1.322535e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -13226427.000000 Penalty: 13740.391602
	Iteration 2Q: 3 clusters Score -1.322643e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -13227226.000000 Penalty: 13740.391602
	Iteration 3Q: 3 clusters Score -1.322723e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -13228020.000000 Penalty: 13740.391602
	Iteration 4Q: 3 clusters Score -1.322802e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -13228972.000000 Penalty: 13740.391602
	Iteration 5Q: 3 clusters Score -1.322897e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -13230200.000000 Penalty: 13740.391602
	Iteration 6Q: 3 clusters Score -1.32302e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -13232039.000000 Penalty: 13740.391602
	Iteration 7Q: 3 clusters Score -1.323204e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -13234869.000000 Penalty: 13740.391602
	Iteration 8F: 3 clusters Score -1.323487e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -13238561.000000 Penalty: 13740.391602
	Iteration 9F: 3 clusters Score -1.323856e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -13243101.000000 Penalty: 13740.391602
	Iteration 10F: 3 clusters Score -1.32431e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -13247313.000000 Penalty: 13740.391602
	Iteration 11F: 3 clusters Score -1.324731e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -13250228.000000 Penalty: 13740.391602
	Iteration 12Q: 3 clusters Score -1.325023e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -13251619.000000 Penalty: 13740.391602
	Iteration 13Q: 3 clusters Score -1.325162e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -13252292.000000 Penalty: 13740.391602
	Iteration 14Q: 3 clusters Score -1.325229e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -13252529.000000 Penalty: 13740.391602
	Iteration 15Q: 3 clusters Score -1.325253e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -13252634.000000 Penalty: 13740.391602
	Iteration 16Q: 3 clusters Score -1.325263e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -13252711.000000 Penalty: 13740.391602
	Iteration 17Q: 3 clusters Score -1.325271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -13252764.000000 Penalty: 13740.391602
	Iteration 18Q: 3 clusters Score -1.325276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -13252808.000000 Penalty: 13740.391602
	Iteration 19Q: 3 clusters Score -1.325281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -13252817.000000 Penalty: 13740.391602
	Iteration 20F: 3 clusters Score -1.325282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -13252830.000000 Penalty: 13740.391602
	Iteration 21Q: 3 clusters Score -1.325283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -13252837.000000 Penalty: 13740.391602
	Iteration 22Q: 3 clusters Score -1.325284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -13252853.000000 Penalty: 13740.391602
	Iteration 23Q: 3 clusters Score -1.325285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -13252874.000000 Penalty: 13740.391602
	Iteration 24Q: 3 clusters Score -1.325287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -13252894.000000 Penalty: 13740.391602
	Iteration 25Q: 3 clusters Score -1.325289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -13252898.000000 Penalty: 13740.391602
	Iteration 26Q: 3 clusters Score -1.32529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -13252902.000000 Penalty: 13740.391602
	Iteration 27Q: 3 clusters Score -1.32529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -13252902.000000 Penalty: 13740.391602
	Iteration 28F: 3 clusters Score -1.32529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Entering Unmasked Estep 
Score: -6385704.000000 Penalty: 6416.268555
	Iteration 0F: 2 clusters Score -6385704 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 17798 members 
Entering Unmasked Estep 
Score: -6359199.000000 Penalty: 12832.537109
	Iteration 0F: 3 clusters Score -6359199 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -6367847.000000 Penalty: 12832.537109
	Iteration 1F: 3 clusters Score -6367847 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -6369227.500000 Penalty: 12832.537109
	Iteration 2F: 3 clusters Score -6369228 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -6370950.500000 Penalty: 12832.537109
	Iteration 3F: 3 clusters Score -6370950 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6373025.000000 Penalty: 12832.537109
	Iteration 4F: 3 clusters Score -6373025 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -6374987.000000 Penalty: 12832.537109
	Iteration 5F: 3 clusters Score -6374987 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6376562.500000 Penalty: 12832.537109
	Iteration 6F: 3 clusters Score -6376562 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -6377587.500000 Penalty: 12832.537109
	Iteration 7Q: 3 clusters Score -6377588 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -6378198.000000 Penalty: 12832.537109
	Iteration 8Q: 3 clusters Score -6378198 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -6378550.000000 Penalty: 12832.537109
	Iteration 9Q: 3 clusters Score -6378550 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6378779.000000 Penalty: 12832.537109
	Iteration 10Q: 3 clusters Score -6378779 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6378922.000000 Penalty: 12832.537109
	Iteration 11Q: 3 clusters Score -6378922 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -6378988.500000 Penalty: 12832.537109
	Iteration 12Q: 3 clusters Score -6378988 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -6379017.500000 Penalty: 12832.537109
	Iteration 13Q: 3 clusters Score -6379018 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6379043.500000 Penalty: 12832.537109
	Iteration 14Q: 3 clusters Score -6379044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -6379074.500000 Penalty: 12832.537109
	Iteration 15Q: 3 clusters Score -6379074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -6379099.000000 Penalty: 12832.537109
	Iteration 16Q: 3 clusters Score -6379099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -6379097.000000 Penalty: 12832.537109
	Iteration 17Q: 3 clusters Score -6379097 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -6379124.500000 Penalty: 12832.537109
	Iteration 18Q: 3 clusters Score -6379124 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -6379140.000000 Penalty: 12832.537109
	Iteration 19Q: 3 clusters Score -6379140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6379158.000000 Penalty: 12832.537109
	Iteration 20F: 3 clusters Score -6379158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -6379183.500000 Penalty: 12832.537109
	Iteration 21Q: 3 clusters Score -6379184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6379205.000000 Penalty: 12832.537109
	Iteration 22Q: 3 clusters Score -6379205 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -6379211.500000 Penalty: 12832.537109
	Iteration 23Q: 3 clusters Score -6379212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6379213.000000 Penalty: 12832.537109
	Iteration 24Q: 3 clusters Score -6379213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6379226.500000 Penalty: 12832.537109
	Iteration 25Q: 3 clusters Score -6379226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -6379242.000000 Penalty: 12832.537109
	Iteration 26Q: 3 clusters Score -6379242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -6379241.000000 Penalty: 12832.537109
	Iteration 27Q: 3 clusters Score -6379241 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -6379234.000000 Penalty: 12832.537109
	Iteration 28Q: 3 clusters Score -6379234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -6379273.000000 Penalty: 12832.537109
	Iteration 29Q: 3 clusters Score -6379273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -6379287.000000 Penalty: 12832.537109
	Iteration 30Q: 3 clusters Score -6379287 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6379295.500000 Penalty: 12832.537109
	Iteration 31Q: 3 clusters Score -6379296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -6379306.500000 Penalty: 12832.537109
	Iteration 32Q: 3 clusters Score -6379306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -6379319.000000 Penalty: 12832.537109
	Iteration 33Q: 3 clusters Score -6379319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6379320.000000 Penalty: 12832.537109
	Iteration 34Q: 3 clusters Score -6379320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6379322.000000 Penalty: 12832.537109
	Iteration 35Q: 3 clusters Score -6379322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6379344.000000 Penalty: 12832.537109
	Iteration 36Q: 3 clusters Score -6379344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -6379364.000000 Penalty: 12832.537109
	Iteration 37Q: 3 clusters Score -6379364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6379358.500000 Penalty: 12832.537109
	Iteration 38Q: 3 clusters Score -6379358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -6379383.000000 Penalty: 12832.537109
	Iteration 39Q: 3 clusters Score -6379383 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -6379391.500000 Penalty: 12832.537109
	Iteration 40F: 3 clusters Score -6379392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6379426.500000 Penalty: 12832.537109
	Iteration 41Q: 3 clusters Score -6379426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -6379439.000000 Penalty: 12832.537109
	Iteration 42Q: 3 clusters Score -6379439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -6379471.500000 Penalty: 12832.537109
	Iteration 43Q: 3 clusters Score -6379472 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6379508.500000 Penalty: 12832.537109
	Iteration 44Q: 3 clusters Score -6379508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -6379536.500000 Penalty: 12832.537109
	Iteration 45Q: 3 clusters Score -6379536 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6379624.500000 Penalty: 12832.537109
	Iteration 46Q: 3 clusters Score -6379624 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -6379691.000000 Penalty: 12832.537109
	Iteration 47Q: 3 clusters Score -6379691 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -6379751.000000 Penalty: 12832.537109
	Iteration 48Q: 3 clusters Score -6379751 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6379835.000000 Penalty: 12832.537109
	Iteration 49Q: 3 clusters Score -6379835 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -6379951.500000 Penalty: 12832.537109
	Iteration 50Q: 3 clusters Score -6379952 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -6380044.500000 Penalty: 12832.537109
	Iteration 51Q: 3 clusters Score -6380044 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6380101.500000 Penalty: 12832.537109
	Iteration 52Q: 3 clusters Score -6380102 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -6380180.000000 Penalty: 12832.537109
	Iteration 53Q: 3 clusters Score -6380180 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6380246.500000 Penalty: 12832.537109
	Iteration 54Q: 3 clusters Score -6380246 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -6380296.000000 Penalty: 12832.537109
	Iteration 55Q: 3 clusters Score -6380296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6380350.500000 Penalty: 12832.537109
	Iteration 56Q: 3 clusters Score -6380350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -6380395.000000 Penalty: 12832.537109
	Iteration 57Q: 3 clusters Score -6380395 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -6380428.500000 Penalty: 12832.537109
	Iteration 58Q: 3 clusters Score -6380428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6380452.500000 Penalty: 12832.537109
	Iteration 59Q: 3 clusters Score -6380452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6380479.500000 Penalty: 12832.537109
	Iteration 60F: 3 clusters Score -6380480 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -6380508.500000 Penalty: 12832.537109
	Iteration 61Q: 3 clusters Score -6380508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -6380542.000000 Penalty: 12832.537109
	Iteration 62Q: 3 clusters Score -6380542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -6380538.000000 Penalty: 12832.537109
	Iteration 63Q: 3 clusters Score -6380538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6380532.000000 Penalty: 12832.537109
	Iteration 64Q: 3 clusters Score -6380532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -6380551.500000 Penalty: 12832.537109
	Iteration 65Q: 3 clusters Score -6380552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6380586.000000 Penalty: 12832.537109
	Iteration 66Q: 3 clusters Score -6380586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -6380600.000000 Penalty: 12832.537109
	Iteration 67Q: 3 clusters Score -6380600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -6380627.000000 Penalty: 12832.537109
	Iteration 68Q: 3 clusters Score -6380627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6380634.500000 Penalty: 12832.537109
	Iteration 69Q: 3 clusters Score -6380634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -6380639.500000 Penalty: 12832.537109
	Iteration 70Q: 3 clusters Score -6380640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -6380639.500000 Penalty: 12832.537109
	Iteration 71Q: 3 clusters Score -6380640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -6380642.500000 Penalty: 12832.537109
	Iteration 72Q: 3 clusters Score -6380642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6380656.000000 Penalty: 12832.537109
	Iteration 73Q: 3 clusters Score -6380656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6380663.000000 Penalty: 12832.537109
	Iteration 74Q: 3 clusters Score -6380663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -6380671.500000 Penalty: 12832.537109
	Iteration 75Q: 3 clusters Score -6380672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -6380689.500000 Penalty: 12832.537109
	Iteration 76Q: 3 clusters Score -6380690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -6380696.000000 Penalty: 12832.537109
	Iteration 77Q: 3 clusters Score -6380696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -6380682.500000 Penalty: 12832.537109
	Iteration 78Q: 3 clusters Score -6380682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -6380696.000000 Penalty: 12832.537109
	Iteration 79Q: 3 clusters Score -6380696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -6380690.500000 Penalty: 12832.537109
	Iteration 80F: 3 clusters Score -6380690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -6380702.000000 Penalty: 12832.537109
	Iteration 81Q: 3 clusters Score -6380702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -6380732.500000 Penalty: 12832.537109
	Iteration 82Q: 3 clusters Score -6380732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -6380743.500000 Penalty: 12832.537109
	Iteration 83Q: 3 clusters Score -6380744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6380754.500000 Penalty: 12832.537109
	Iteration 84Q: 3 clusters Score -6380754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -6380759.000000 Penalty: 12832.537109
	Iteration 85Q: 3 clusters Score -6380759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -6380765.500000 Penalty: 12832.537109
	Iteration 86Q: 3 clusters Score -6380766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -6380778.000000 Penalty: 12832.537109
	Iteration 87Q: 3 clusters Score -6380778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6380775.500000 Penalty: 12832.537109
	Iteration 88Q: 3 clusters Score -6380776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -6380767.000000 Penalty: 12832.537109
	Iteration 89Q: 3 clusters Score -6380767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -6380772.000000 Penalty: 12832.537109
	Iteration 90Q: 3 clusters Score -6380772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -6380771.500000 Penalty: 12832.537109
	Iteration 91Q: 3 clusters Score -6380772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6380787.500000 Penalty: 12832.537109
	Iteration 92Q: 3 clusters Score -6380788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6380800.500000 Penalty: 12832.537109
	Iteration 93Q: 3 clusters Score -6380800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -6380801.000000 Penalty: 12832.537109
	Iteration 94Q: 3 clusters Score -6380801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -6380811.500000 Penalty: 12832.537109
	Iteration 95Q: 3 clusters Score -6380812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -6380812.500000 Penalty: 12832.537109
	Iteration 96Q: 3 clusters Score -6380812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6380799.000000 Penalty: 12832.537109
	Iteration 97Q: 3 clusters Score -6380799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -6380803.000000 Penalty: 12832.537109
	Iteration 98Q: 3 clusters Score -6380803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6380791.500000 Penalty: 12832.537109
	Iteration 99Q: 3 clusters Score -6380792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6380807.000000 Penalty: 12832.537109
	Iteration 100F: 3 clusters Score -6380807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -6380801.000000 Penalty: 12832.537109
	Iteration 101Q: 3 clusters Score -6380801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -6380795.500000 Penalty: 12832.537109
	Iteration 102Q: 3 clusters Score -6380796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -6380791.500000 Penalty: 12832.537109
	Iteration 103Q: 3 clusters Score -6380792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -6380799.500000 Penalty: 12832.537109
	Iteration 104Q: 3 clusters Score -6380800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6380798.000000 Penalty: 12832.537109
	Iteration 105Q: 3 clusters Score -6380798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -6380794.000000 Penalty: 12832.537109
	Iteration 106Q: 3 clusters Score -6380794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -6380779.000000 Penalty: 12832.537109
	Iteration 107Q: 3 clusters Score -6380779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -6380796.500000 Penalty: 12832.537109
	Iteration 108Q: 3 clusters Score -6380796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -6380793.000000 Penalty: 12832.537109
	Iteration 109Q: 3 clusters Score -6380793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -6380799.500000 Penalty: 12832.537109
	Iteration 110Q: 3 clusters Score -6380800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6380802.000000 Penalty: 12832.537109
	Iteration 111Q: 3 clusters Score -6380802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -6380821.500000 Penalty: 12832.537109
	Iteration 112Q: 3 clusters Score -6380822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6380808.000000 Penalty: 12832.537109
	Iteration 113Q: 3 clusters Score -6380808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -6380796.500000 Penalty: 12832.537109
	Iteration 114Q: 3 clusters Score -6380796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6380805.500000 Penalty: 12832.537109
	Iteration 115Q: 3 clusters Score -6380806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6380814.500000 Penalty: 12832.537109
	Iteration 116Q: 3 clusters Score -6380814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6380824.000000 Penalty: 12832.537109
	Iteration 117Q: 3 clusters Score -6380824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -6380818.500000 Penalty: 12832.537109
	Iteration 118Q: 3 clusters Score -6380818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6380825.000000 Penalty: 12832.537109
	Iteration 119Q: 3 clusters Score -6380825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6380819.500000 Penalty: 12832.537109
	Iteration 120F: 3 clusters Score -6380820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -6380833.000000 Penalty: 12832.537109
	Iteration 121Q: 3 clusters Score -6380833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -6380839.000000 Penalty: 12832.537109
	Iteration 122Q: 3 clusters Score -6380839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -6380845.000000 Penalty: 12832.537109
	Iteration 123Q: 3 clusters Score -6380845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -6380841.500000 Penalty: 12832.537109
	Iteration 124Q: 3 clusters Score -6380842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -6380855.500000 Penalty: 12832.537109
	Iteration 125Q: 3 clusters Score -6380856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -6380859.500000 Penalty: 12832.537109
	Iteration 126Q: 3 clusters Score -6380860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -6380864.000000 Penalty: 12832.537109
	Iteration 127Q: 3 clusters Score -6380864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -6380868.500000 Penalty: 12832.537109
	Iteration 128Q: 3 clusters Score -6380868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6380874.500000 Penalty: 12832.537109
	Iteration 129Q: 3 clusters Score -6380874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -6380887.500000 Penalty: 12832.537109
	Iteration 130Q: 3 clusters Score -6380888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -6380893.500000 Penalty: 12832.537109
	Iteration 131Q: 3 clusters Score -6380894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -6380891.000000 Penalty: 12832.537109
	Iteration 132Q: 3 clusters Score -6380891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -6380892.500000 Penalty: 12832.537109
	Iteration 133Q: 3 clusters Score -6380892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -6380889.000000 Penalty: 12832.537109
	Iteration 134Q: 3 clusters Score -6380889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -6380896.500000 Penalty: 12832.537109
	Iteration 135Q: 3 clusters Score -6380896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6380892.000000 Penalty: 12832.537109
	Iteration 136Q: 3 clusters Score -6380892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6380908.000000 Penalty: 12832.537109
	Iteration 137Q: 3 clusters Score -6380908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -6380903.000000 Penalty: 12832.537109
	Iteration 138Q: 3 clusters Score -6380903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6380904.500000 Penalty: 12832.537109
	Iteration 139Q: 3 clusters Score -6380904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6380903.500000 Penalty: 12832.537109
	Iteration 140F: 3 clusters Score -6380904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -6380899.000000 Penalty: 12832.537109
	Iteration 141Q: 3 clusters Score -6380899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -6380904.000000 Penalty: 12832.537109
	Iteration 142Q: 3 clusters Score -6380904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -6380911.000000 Penalty: 12832.537109
	Iteration 143Q: 3 clusters Score -6380911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6380916.000000 Penalty: 12832.537109
	Iteration 144Q: 3 clusters Score -6380916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -6380907.000000 Penalty: 12832.537109
	Iteration 145Q: 3 clusters Score -6380907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -6380907.000000 Penalty: 12832.537109
	Iteration 146F: 3 clusters Score -6380907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -1297171.000000 Penalty: 5461.688477
	Iteration 0F: 2 clusters Score -1297171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1288501.125000 Penalty: 10923.376953
	Iteration 0F: 3 clusters Score -1288501 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1290115.125000 Penalty: 10923.376953
	Iteration 1F: 3 clusters Score -1290115 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1290472.000000 Penalty: 10923.376953
	Iteration 2F: 3 clusters Score -1290472 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1290674.000000 Penalty: 10923.376953
	Iteration 3Q: 3 clusters Score -1290674 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1290791.125000 Penalty: 10923.376953
	Iteration 4Q: 3 clusters Score -1290791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1290873.375000 Penalty: 10923.376953
	Iteration 5Q: 3 clusters Score -1290873 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1290945.375000 Penalty: 10923.376953
	Iteration 6Q: 3 clusters Score -1290945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1290998.750000 Penalty: 10923.376953
	Iteration 7Q: 3 clusters Score -1290999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1291036.875000 Penalty: 10923.376953
	Iteration 8Q: 3 clusters Score -1291037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1291069.875000 Penalty: 10923.376953
	Iteration 9Q: 3 clusters Score -1291070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291100.000000 Penalty: 10923.376953
	Iteration 10Q: 3 clusters Score -1291100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1291117.375000 Penalty: 10923.376953
	Iteration 11Q: 3 clusters Score -1291117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1291135.875000 Penalty: 10923.376953
	Iteration 12Q: 3 clusters Score -1291136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1291146.750000 Penalty: 10923.376953
	Iteration 13Q: 3 clusters Score -1291147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1291154.625000 Penalty: 10923.376953
	Iteration 14Q: 3 clusters Score -1291155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1291169.750000 Penalty: 10923.376953
	Iteration 15Q: 3 clusters Score -1291170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1291179.250000 Penalty: 10923.376953
	Iteration 16Q: 3 clusters Score -1291179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1291189.500000 Penalty: 10923.376953
	Iteration 17Q: 3 clusters Score -1291190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291196.500000 Penalty: 10923.376953
	Iteration 18Q: 3 clusters Score -1291196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1291201.625000 Penalty: 10923.376953
	Iteration 19Q: 3 clusters Score -1291202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1291205.875000 Penalty: 10923.376953
	Iteration 20F: 3 clusters Score -1291206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1291207.375000 Penalty: 10923.376953
	Iteration 21Q: 3 clusters Score -1291207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1291212.500000 Penalty: 10923.376953
	Iteration 22Q: 3 clusters Score -1291212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1291215.375000 Penalty: 10923.376953
	Iteration 23Q: 3 clusters Score -1291215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1291215.625000 Penalty: 10923.376953
	Iteration 24Q: 3 clusters Score -1291216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1291219.500000 Penalty: 10923.376953
	Iteration 25Q: 3 clusters Score -1291220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1291219.000000 Penalty: 10923.376953
	Iteration 26Q: 3 clusters Score -1291219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1291219.125000 Penalty: 10923.376953
	Iteration 27Q: 3 clusters Score -1291219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1291226.875000 Penalty: 10923.376953
	Iteration 28Q: 3 clusters Score -1291227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1291224.625000 Penalty: 10923.376953
	Iteration 29Q: 3 clusters Score -1291225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1291227.125000 Penalty: 10923.376953
	Iteration 30Q: 3 clusters Score -1291227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1291232.750000 Penalty: 10923.376953
	Iteration 31Q: 3 clusters Score -1291233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1291234.625000 Penalty: 10923.376953
	Iteration 32Q: 3 clusters Score -1291235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1291234.500000 Penalty: 10923.376953
	Iteration 33Q: 3 clusters Score -1291234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1291235.000000 Penalty: 10923.376953
	Iteration 34Q: 3 clusters Score -1291235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1291238.000000 Penalty: 10923.376953
	Iteration 35Q: 3 clusters Score -1291238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1291240.000000 Penalty: 10923.376953
	Iteration 36Q: 3 clusters Score -1291240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1291241.500000 Penalty: 10923.376953
	Iteration 37Q: 3 clusters Score -1291242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1291243.125000 Penalty: 10923.376953
	Iteration 38Q: 3 clusters Score -1291243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1291247.000000 Penalty: 10923.376953
	Iteration 39Q: 3 clusters Score -1291247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1291250.375000 Penalty: 10923.376953
	Iteration 40F: 3 clusters Score -1291250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1291258.125000 Penalty: 10923.376953
	Iteration 41Q: 3 clusters Score -1291258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1291261.250000 Penalty: 10923.376953
	Iteration 42Q: 3 clusters Score -1291261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1291264.125000 Penalty: 10923.376953
	Iteration 43Q: 3 clusters Score -1291264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1291267.500000 Penalty: 10923.376953
	Iteration 44Q: 3 clusters Score -1291268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1291267.250000 Penalty: 10923.376953
	Iteration 45Q: 3 clusters Score -1291267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1291270.250000 Penalty: 10923.376953
	Iteration 46Q: 3 clusters Score -1291270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1291272.125000 Penalty: 10923.376953
	Iteration 47Q: 3 clusters Score -1291272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1291275.750000 Penalty: 10923.376953
	Iteration 48Q: 3 clusters Score -1291276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1291276.625000 Penalty: 10923.376953
	Iteration 49Q: 3 clusters Score -1291277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1291283.250000 Penalty: 10923.376953
	Iteration 50Q: 3 clusters Score -1291283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1291287.750000 Penalty: 10923.376953
	Iteration 51Q: 3 clusters Score -1291288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1291295.250000 Penalty: 10923.376953
	Iteration 52Q: 3 clusters Score -1291295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1291298.500000 Penalty: 10923.376953
	Iteration 53Q: 3 clusters Score -1291298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1291303.625000 Penalty: 10923.376953
	Iteration 54Q: 3 clusters Score -1291304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1291307.875000 Penalty: 10923.376953
	Iteration 55Q: 3 clusters Score -1291308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1291308.375000 Penalty: 10923.376953
	Iteration 56Q: 3 clusters Score -1291308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1291309.250000 Penalty: 10923.376953
	Iteration 57Q: 3 clusters Score -1291309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1291313.625000 Penalty: 10923.376953
	Iteration 58Q: 3 clusters Score -1291314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1291314.125000 Penalty: 10923.376953
	Iteration 59Q: 3 clusters Score -1291314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1291315.375000 Penalty: 10923.376953
	Iteration 60F: 3 clusters Score -1291315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1291315.375000 Penalty: 10923.376953
	Iteration 61Q: 3 clusters Score -1291315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1291319.000000 Penalty: 10923.376953
	Iteration 62Q: 3 clusters Score -1291319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1291325.125000 Penalty: 10923.376953
	Iteration 63Q: 3 clusters Score -1291325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1291327.125000 Penalty: 10923.376953
	Iteration 64Q: 3 clusters Score -1291327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1291327.125000 Penalty: 10923.376953
	Iteration 65F: 3 clusters Score -1291327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -767240.562500 Penalty: 5151.021484
	Iteration 0F: 2 clusters Score -767240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -760514.500000 Penalty: 10302.042969
	Iteration 0F: 3 clusters Score -760514.5 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -761532.125000 Penalty: 10302.042969
	Iteration 1F: 3 clusters Score -761532.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -761916.125000 Penalty: 10302.042969
	Iteration 2F: 3 clusters Score -761916.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -762188.437500 Penalty: 10302.042969
	Iteration 3Q: 3 clusters Score -762188.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -762458.562500 Penalty: 10302.042969
	Iteration 4Q: 3 clusters Score -762458.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -762763.187500 Penalty: 10302.042969
	Iteration 5Q: 3 clusters Score -762763.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -763130.000000 Penalty: 10302.042969
	Iteration 6Q: 3 clusters Score -763130 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -763432.187500 Penalty: 10302.042969
	Iteration 7Q: 3 clusters Score -763432.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -763668.187500 Penalty: 10302.042969
	Iteration 8Q: 3 clusters Score -763668.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -763899.125000 Penalty: 10302.042969
	Iteration 9Q: 3 clusters Score -763899.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -764070.250000 Penalty: 10302.042969
	Iteration 10Q: 3 clusters Score -764070.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -764185.812500 Penalty: 10302.042969
	Iteration 11Q: 3 clusters Score -764185.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -764247.750000 Penalty: 10302.042969
	Iteration 12Q: 3 clusters Score -764247.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -764284.437500 Penalty: 10302.042969
	Iteration 13Q: 3 clusters Score -764284.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -764312.062500 Penalty: 10302.042969
	Iteration 14Q: 3 clusters Score -764312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -764330.812500 Penalty: 10302.042969
	Iteration 15Q: 3 clusters Score -764330.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -764362.750000 Penalty: 10302.042969
	Iteration 16Q: 3 clusters Score -764362.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -764379.500000 Penalty: 10302.042969
	Iteration 17Q: 3 clusters Score -764379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -764387.812500 Penalty: 10302.042969
	Iteration 18Q: 3 clusters Score -764387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -764399.187500 Penalty: 10302.042969
	Iteration 19Q: 3 clusters Score -764399.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -764410.375000 Penalty: 10302.042969
	Iteration 20F: 3 clusters Score -764410.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -764421.375000 Penalty: 10302.042969
	Iteration 21Q: 3 clusters Score -764421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -764430.562500 Penalty: 10302.042969
	Iteration 22Q: 3 clusters Score -764430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -764440.437500 Penalty: 10302.042969
	Iteration 23Q: 3 clusters Score -764440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -764450.000000 Penalty: 10302.042969
	Iteration 24Q: 3 clusters Score -764450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -764461.750000 Penalty: 10302.042969
	Iteration 25Q: 3 clusters Score -764461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -764465.125000 Penalty: 10302.042969
	Iteration 26Q: 3 clusters Score -764465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -764470.500000 Penalty: 10302.042969
	Iteration 27Q: 3 clusters Score -764470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -764473.812500 Penalty: 10302.042969
	Iteration 28Q: 3 clusters Score -764473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -764476.187500 Penalty: 10302.042969
	Iteration 29Q: 3 clusters Score -764476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -764477.625000 Penalty: 10302.042969
	Iteration 30Q: 3 clusters Score -764477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -764479.687500 Penalty: 10302.042969
	Iteration 31Q: 3 clusters Score -764479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -764481.875000 Penalty: 10302.042969
	Iteration 32Q: 3 clusters Score -764481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -764484.500000 Penalty: 10302.042969
	Iteration 33Q: 3 clusters Score -764484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -764487.000000 Penalty: 10302.042969
	Iteration 34Q: 3 clusters Score -764487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -764487.125000 Penalty: 10302.042969
	Iteration 35Q: 3 clusters Score -764487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -764488.125000 Penalty: 10302.042969
	Iteration 36Q: 3 clusters Score -764488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -764488.125000 Penalty: 10302.042969
	Iteration 37F: 3 clusters Score -764488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Entering Unmasked Estep 
Score: -3092521.000000 Penalty: 5972.223633
	Iteration 0F: 2 clusters Score -3092521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3077876.500000 Penalty: 11944.447266
	Iteration 0F: 3 clusters Score -3077876 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3081634.250000 Penalty: 11944.447266
	Iteration 1F: 3 clusters Score -3081634 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3082175.500000 Penalty: 11944.447266
	Iteration 2F: 3 clusters Score -3082176 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3082508.750000 Penalty: 11944.447266
	Iteration 3Q: 3 clusters Score -3082509 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3082772.500000 Penalty: 11944.447266
	Iteration 4Q: 3 clusters Score -3082772 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3082951.500000 Penalty: 11944.447266
	Iteration 5Q: 3 clusters Score -3082952 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3083103.750000 Penalty: 11944.447266
	Iteration 6Q: 3 clusters Score -3083104 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3083263.000000 Penalty: 11944.447266
	Iteration 7Q: 3 clusters Score -3083263 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3083425.500000 Penalty: 11944.447266
	Iteration 8Q: 3 clusters Score -3083426 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3083598.500000 Penalty: 11944.447266
	Iteration 9Q: 3 clusters Score -3083598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3083812.500000 Penalty: 11944.447266
	Iteration 10Q: 3 clusters Score -3083812 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3084039.750000 Penalty: 11944.447266
	Iteration 11Q: 3 clusters Score -3084040 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3084213.250000 Penalty: 11944.447266
	Iteration 12Q: 3 clusters Score -3084213 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3084367.750000 Penalty: 11944.447266
	Iteration 13Q: 3 clusters Score -3084368 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3084516.000000 Penalty: 11944.447266
	Iteration 14Q: 3 clusters Score -3084516 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3084664.250000 Penalty: 11944.447266
	Iteration 15Q: 3 clusters Score -3084664 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3084782.750000 Penalty: 11944.447266
	Iteration 16Q: 3 clusters Score -3084783 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3084899.500000 Penalty: 11944.447266
	Iteration 17Q: 3 clusters Score -3084900 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3084997.000000 Penalty: 11944.447266
	Iteration 18Q: 3 clusters Score -3084997 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3085073.500000 Penalty: 11944.447266
	Iteration 19Q: 3 clusters Score -3085074 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3085152.500000 Penalty: 11944.447266
	Iteration 20F: 3 clusters Score -3085152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3085225.250000 Penalty: 11944.447266
	Iteration 21Q: 3 clusters Score -3085225 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3085295.750000 Penalty: 11944.447266
	Iteration 22Q: 3 clusters Score -3085296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3085359.000000 Penalty: 11944.447266
	Iteration 23Q: 3 clusters Score -3085359 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3085422.500000 Penalty: 11944.447266
	Iteration 24Q: 3 clusters Score -3085422 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3085488.500000 Penalty: 11944.447266
	Iteration 25Q: 3 clusters Score -3085488 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3085533.000000 Penalty: 11944.447266
	Iteration 26Q: 3 clusters Score -3085533 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3085592.250000 Penalty: 11944.447266
	Iteration 27Q: 3 clusters Score -3085592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3085652.000000 Penalty: 11944.447266
	Iteration 28Q: 3 clusters Score -3085652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3085683.000000 Penalty: 11944.447266
	Iteration 29Q: 3 clusters Score -3085683 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3085727.500000 Penalty: 11944.447266
	Iteration 30Q: 3 clusters Score -3085728 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3085796.000000 Penalty: 11944.447266
	Iteration 31Q: 3 clusters Score -3085796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3085833.750000 Penalty: 11944.447266
	Iteration 32Q: 3 clusters Score -3085834 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3085901.750000 Penalty: 11944.447266
	Iteration 33Q: 3 clusters Score -3085902 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3085949.250000 Penalty: 11944.447266
	Iteration 34Q: 3 clusters Score -3085949 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3086013.750000 Penalty: 11944.447266
	Iteration 35Q: 3 clusters Score -3086014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3086083.000000 Penalty: 11944.447266
	Iteration 36Q: 3 clusters Score -3086083 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3086173.750000 Penalty: 11944.447266
	Iteration 37Q: 3 clusters Score -3086174 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3086247.250000 Penalty: 11944.447266
	Iteration 38Q: 3 clusters Score -3086247 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3086327.250000 Penalty: 11944.447266
	Iteration 39Q: 3 clusters Score -3086327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3086409.250000 Penalty: 11944.447266
	Iteration 40F: 3 clusters Score -3086409 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3086510.000000 Penalty: 11944.447266
	Iteration 41Q: 3 clusters Score -3086510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3086626.500000 Penalty: 11944.447266
	Iteration 42Q: 3 clusters Score -3086626 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3086742.000000 Penalty: 11944.447266
	Iteration 43Q: 3 clusters Score -3086742 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3086883.500000 Penalty: 11944.447266
	Iteration 44Q: 3 clusters Score -3086884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3087020.500000 Penalty: 11944.447266
	Iteration 45Q: 3 clusters Score -3087020 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3087126.500000 Penalty: 11944.447266
	Iteration 46Q: 3 clusters Score -3087126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3087247.000000 Penalty: 11944.447266
	Iteration 47Q: 3 clusters Score -3087247 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3087358.000000 Penalty: 11944.447266
	Iteration 48Q: 3 clusters Score -3087358 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3087459.750000 Penalty: 11944.447266
	Iteration 49Q: 3 clusters Score -3087460 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3087589.500000 Penalty: 11944.447266
	Iteration 50Q: 3 clusters Score -3087590 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3087730.500000 Penalty: 11944.447266
	Iteration 51Q: 3 clusters Score -3087730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3087868.500000 Penalty: 11944.447266
	Iteration 52Q: 3 clusters Score -3087868 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3088006.500000 Penalty: 11944.447266
	Iteration 53Q: 3 clusters Score -3088006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3088128.500000 Penalty: 11944.447266
	Iteration 54Q: 3 clusters Score -3088128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3088201.000000 Penalty: 11944.447266
	Iteration 55Q: 3 clusters Score -3088201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3088256.750000 Penalty: 11944.447266
	Iteration 56Q: 3 clusters Score -3088257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3088308.000000 Penalty: 11944.447266
	Iteration 57Q: 3 clusters Score -3088308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3088349.250000 Penalty: 11944.447266
	Iteration 58Q: 3 clusters Score -3088349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3088384.500000 Penalty: 11944.447266
	Iteration 59Q: 3 clusters Score -3088384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3088410.250000 Penalty: 11944.447266
	Iteration 60F: 3 clusters Score -3088410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3088426.250000 Penalty: 11944.447266
	Iteration 61Q: 3 clusters Score -3088426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3088442.750000 Penalty: 11944.447266
	Iteration 62Q: 3 clusters Score -3088443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3088460.000000 Penalty: 11944.447266
	Iteration 63Q: 3 clusters Score -3088460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3088470.500000 Penalty: 11944.447266
	Iteration 64Q: 3 clusters Score -3088470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3088479.250000 Penalty: 11944.447266
	Iteration 65Q: 3 clusters Score -3088479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3088489.250000 Penalty: 11944.447266
	Iteration 66Q: 3 clusters Score -3088489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3088501.500000 Penalty: 11944.447266
	Iteration 67Q: 3 clusters Score -3088502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3088506.500000 Penalty: 11944.447266
	Iteration 68Q: 3 clusters Score -3088506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3088509.750000 Penalty: 11944.447266
	Iteration 69Q: 3 clusters Score -3088510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3088508.000000 Penalty: 11944.447266
	Iteration 70Q: 3 clusters Score -3088508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3088506.750000 Penalty: 11944.447266
	Iteration 71Q: 3 clusters Score -3088507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3088506.500000 Penalty: 11944.447266
	Iteration 72Q: 3 clusters Score -3088506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3088508.750000 Penalty: 11944.447266
	Iteration 73Q: 3 clusters Score -3088509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3088508.750000 Penalty: 11944.447266
	Iteration 74F: 3 clusters Score -3088509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Entering Unmasked Estep 
Score: -31840542.000000 Penalty: 7399.308594
	Iteration 0F: 2 clusters Score -3.184054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -31721996.000000 Penalty: 14798.617188
	Iteration 0F: 3 clusters Score -3.1722e+07 nChanged 82292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -31768406.000000 Penalty: 14798.617188
	Iteration 1F: 3 clusters Score -3.176841e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -31769512.000000 Penalty: 14798.617188
	Iteration 2Q: 3 clusters Score -3.176951e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -31770972.000000 Penalty: 14798.617188
	Iteration 3Q: 3 clusters Score -3.177097e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -31772100.000000 Penalty: 14798.617188
	Iteration 4Q: 3 clusters Score -3.17721e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -31773300.000000 Penalty: 14798.617188
	Iteration 5Q: 3 clusters Score -3.17733e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -31774672.000000 Penalty: 14798.617188
	Iteration 6Q: 3 clusters Score -3.177467e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -31776280.000000 Penalty: 14798.617188
	Iteration 7Q: 3 clusters Score -3.177628e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -31778238.000000 Penalty: 14798.617188
	Iteration 8Q: 3 clusters Score -3.177824e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -31780674.000000 Penalty: 14798.617188
	Iteration 9Q: 3 clusters Score -3.178067e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -31783302.000000 Penalty: 14798.617188
	Iteration 10Q: 3 clusters Score -3.17833e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -31786148.000000 Penalty: 14798.617188
	Iteration 11Q: 3 clusters Score -3.178615e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -31789196.000000 Penalty: 14798.617188
	Iteration 12Q: 3 clusters Score -3.17892e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -31792128.000000 Penalty: 14798.617188
	Iteration 13Q: 3 clusters Score -3.179213e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -31794526.000000 Penalty: 14798.617188
	Iteration 14Q: 3 clusters Score -3.179453e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -31796558.000000 Penalty: 14798.617188
	Iteration 15Q: 3 clusters Score -3.179656e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -31798398.000000 Penalty: 14798.617188
	Iteration 16Q: 3 clusters Score -3.17984e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88497 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -31800068.000000 Penalty: 14798.617188
	Iteration 17Q: 3 clusters Score -3.180007e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -31801528.000000 Penalty: 14798.617188
	Iteration 18Q: 3 clusters Score -3.180153e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -31802966.000000 Penalty: 14798.617188
	Iteration 19Q: 3 clusters Score -3.180297e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -31804580.000000 Penalty: 14798.617188
	Iteration 20F: 3 clusters Score -3.180458e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -31805854.000000 Penalty: 14798.617188
	Iteration 21Q: 3 clusters Score -3.180585e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -31806716.000000 Penalty: 14798.617188
	Iteration 22Q: 3 clusters Score -3.180672e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -31807786.000000 Penalty: 14798.617188
	Iteration 23Q: 3 clusters Score -3.180779e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -31808368.000000 Penalty: 14798.617188
	Iteration 24Q: 3 clusters Score -3.180837e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -31808906.000000 Penalty: 14798.617188
	Iteration 25Q: 3 clusters Score -3.180891e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -31809244.000000 Penalty: 14798.617188
	Iteration 26Q: 3 clusters Score -3.180924e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -31809556.000000 Penalty: 14798.617188
	Iteration 27Q: 3 clusters Score -3.180956e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -31809620.000000 Penalty: 14798.617188
	Iteration 28Q: 3 clusters Score -3.180962e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -31809850.000000 Penalty: 14798.617188
	Iteration 29Q: 3 clusters Score -3.180985e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -31809986.000000 Penalty: 14798.617188
	Iteration 30Q: 3 clusters Score -3.180999e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -31810206.000000 Penalty: 14798.617188
	Iteration 31Q: 3 clusters Score -3.181021e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -31810410.000000 Penalty: 14798.617188
	Iteration 32Q: 3 clusters Score -3.181041e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -31810596.000000 Penalty: 14798.617188
	Iteration 33Q: 3 clusters Score -3.18106e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -31810778.000000 Penalty: 14798.617188
	Iteration 34Q: 3 clusters Score -3.181078e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -31810980.000000 Penalty: 14798.617188
	Iteration 35Q: 3 clusters Score -3.181098e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 103045 members 
Entering Unmasked Estep 
Score: -31811250.000000 Penalty: 14798.617188
	Iteration 36Q: 3 clusters Score -3.181125e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -31811620.000000 Penalty: 14798.617188
	Iteration 37Q: 3 clusters Score -3.181162e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -31811922.000000 Penalty: 14798.617188
	Iteration 38Q: 3 clusters Score -3.181192e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -31812330.000000 Penalty: 14798.617188
	Iteration 39Q: 3 clusters Score -3.181233e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -31812558.000000 Penalty: 14798.617188
	Iteration 40F: 3 clusters Score -3.181256e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -31812910.000000 Penalty: 14798.617188
	Iteration 41Q: 3 clusters Score -3.181291e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -31813264.000000 Penalty: 14798.617188
	Iteration 42Q: 3 clusters Score -3.181326e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 114680 members 
Entering Unmasked Estep 
Score: -31813724.000000 Penalty: 14798.617188
	Iteration 43Q: 3 clusters Score -3.181372e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -31814212.000000 Penalty: 14798.617188
	Iteration 44Q: 3 clusters Score -3.181421e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -31814660.000000 Penalty: 14798.617188
	Iteration 45Q: 3 clusters Score -3.181466e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -31815120.000000 Penalty: 14798.617188
	Iteration 46Q: 3 clusters Score -3.181512e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 122610 members 
Entering Unmasked Estep 
Score: -31815640.000000 Penalty: 14798.617188
	Iteration 47Q: 3 clusters Score -3.181564e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -31816286.000000 Penalty: 14798.617188
	Iteration 48Q: 3 clusters Score -3.181629e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -31816878.000000 Penalty: 14798.617188
	Iteration 49Q: 3 clusters Score -3.181688e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 129021 members 
Entering Unmasked Estep 
Score: -31817558.000000 Penalty: 14798.617188
	Iteration 50Q: 3 clusters Score -3.181756e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 131316 members 
Entering Unmasked Estep 
Score: -31818402.000000 Penalty: 14798.617188
	Iteration 51Q: 3 clusters Score -3.18184e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -31819260.000000 Penalty: 14798.617188
	Iteration 52Q: 3 clusters Score -3.181926e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -31820204.000000 Penalty: 14798.617188
	Iteration 53Q: 3 clusters Score -3.18202e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 137859 members 
Entering Unmasked Estep 
Score: -31820980.000000 Penalty: 14798.617188
	Iteration 54Q: 3 clusters Score -3.182098e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -31821812.000000 Penalty: 14798.617188
	Iteration 55Q: 3 clusters Score -3.182181e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -31822736.000000 Penalty: 14798.617188
	Iteration 56Q: 3 clusters Score -3.182274e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 143701 members 
Entering Unmasked Estep 
Score: -31823552.000000 Penalty: 14798.617188
	Iteration 57Q: 3 clusters Score -3.182355e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -31824230.000000 Penalty: 14798.617188
	Iteration 58Q: 3 clusters Score -3.182423e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -31824926.000000 Penalty: 14798.617188
	Iteration 59Q: 3 clusters Score -3.182493e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -31825462.000000 Penalty: 14798.617188
	Iteration 60F: 3 clusters Score -3.182546e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -31825804.000000 Penalty: 14798.617188
	Iteration 61Q: 3 clusters Score -3.18258e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -31826178.000000 Penalty: 14798.617188
	Iteration 62Q: 3 clusters Score -3.182618e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 152354 members 
Entering Unmasked Estep 
Score: -31826720.000000 Penalty: 14798.617188
	Iteration 63Q: 3 clusters Score -3.182672e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -31827044.000000 Penalty: 14798.617188
	Iteration 64Q: 3 clusters Score -3.182704e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 154491 members 
Entering Unmasked Estep 
Score: -31827312.000000 Penalty: 14798.617188
	Iteration 65Q: 3 clusters Score -3.182731e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -31827626.000000 Penalty: 14798.617188
	Iteration 66Q: 3 clusters Score -3.182763e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -31827820.000000 Penalty: 14798.617188
	Iteration 67Q: 3 clusters Score -3.182782e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -31828144.000000 Penalty: 14798.617188
	Iteration 68Q: 3 clusters Score -3.182814e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 158229 members 
Entering Unmasked Estep 
Score: -31828300.000000 Penalty: 14798.617188
	Iteration 69Q: 3 clusters Score -3.18283e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 159065 members 
Entering Unmasked Estep 
Score: -31828472.000000 Penalty: 14798.617188
	Iteration 70Q: 3 clusters Score -3.182847e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 159821 members 
Entering Unmasked Estep 
Score: -31828618.000000 Penalty: 14798.617188
	Iteration 71Q: 3 clusters Score -3.182862e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -31828712.000000 Penalty: 14798.617188
	Iteration 72Q: 3 clusters Score -3.182871e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -31828842.000000 Penalty: 14798.617188
	Iteration 73Q: 3 clusters Score -3.182884e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -31829052.000000 Penalty: 14798.617188
	Iteration 74Q: 3 clusters Score -3.182905e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 162797 members 
Entering Unmasked Estep 
Score: -31829256.000000 Penalty: 14798.617188
	Iteration 75Q: 3 clusters Score -3.182926e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -31829582.000000 Penalty: 14798.617188
	Iteration 76Q: 3 clusters Score -3.182958e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -31829764.000000 Penalty: 14798.617188
	Iteration 77Q: 3 clusters Score -3.182976e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -31829950.000000 Penalty: 14798.617188
	Iteration 78Q: 3 clusters Score -3.182995e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -31830130.000000 Penalty: 14798.617188
	Iteration 79Q: 3 clusters Score -3.183013e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -31830406.000000 Penalty: 14798.617188
	Iteration 80F: 3 clusters Score -3.183041e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -31830584.000000 Penalty: 14798.617188
	Iteration 81Q: 3 clusters Score -3.183058e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -31830750.000000 Penalty: 14798.617188
	Iteration 82Q: 3 clusters Score -3.183075e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 168374 members 
Entering Unmasked Estep 
Score: -31831000.000000 Penalty: 14798.617188
	Iteration 83Q: 3 clusters Score -3.1831e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 168973 members 
Entering Unmasked Estep 
Score: -31831124.000000 Penalty: 14798.617188
	Iteration 84Q: 3 clusters Score -3.183112e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 169520 members 
Entering Unmasked Estep 
Score: -31831378.000000 Penalty: 14798.617188
	Iteration 85Q: 3 clusters Score -3.183138e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 170059 members 
Entering Unmasked Estep 
Score: -31831528.000000 Penalty: 14798.617188
	Iteration 86Q: 3 clusters Score -3.183153e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 170584 members 
Entering Unmasked Estep 
Score: -31831636.000000 Penalty: 14798.617188
	Iteration 87Q: 3 clusters Score -3.183164e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -31831816.000000 Penalty: 14798.617188
	Iteration 88Q: 3 clusters Score -3.183182e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -31832118.000000 Penalty: 14798.617188
	Iteration 89Q: 3 clusters Score -3.183212e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -31832326.000000 Penalty: 14798.617188
	Iteration 90Q: 3 clusters Score -3.183233e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 172325 members 
Entering Unmasked Estep 
Score: -31832568.000000 Penalty: 14798.617188
	Iteration 91Q: 3 clusters Score -3.183257e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -31832748.000000 Penalty: 14798.617188
	Iteration 92Q: 3 clusters Score -3.183275e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -31832956.000000 Penalty: 14798.617188
	Iteration 93Q: 3 clusters Score -3.183296e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 173323 members 
Entering Unmasked Estep 
Score: -31833094.000000 Penalty: 14798.617188
	Iteration 94Q: 3 clusters Score -3.183309e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -31833250.000000 Penalty: 14798.617188
	Iteration 95Q: 3 clusters Score -3.183325e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -31833274.000000 Penalty: 14798.617188
	Iteration 96Q: 3 clusters Score -3.183327e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 174027 members 
Entering Unmasked Estep 
Score: -31833422.000000 Penalty: 14798.617188
	Iteration 97Q: 3 clusters Score -3.183342e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -31833430.000000 Penalty: 14798.617188
	Iteration 98Q: 3 clusters Score -3.183343e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 174312 members 
Entering Unmasked Estep 
Score: -31833560.000000 Penalty: 14798.617188
	Iteration 99Q: 3 clusters Score -3.183356e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 174422 members 
Entering Unmasked Estep 
Score: -31833644.000000 Penalty: 14798.617188
	Iteration 100F: 3 clusters Score -3.183364e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -31833688.000000 Penalty: 14798.617188
	Iteration 101Q: 3 clusters Score -3.183369e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -31833724.000000 Penalty: 14798.617188
	Iteration 102Q: 3 clusters Score -3.183372e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 174655 members 
Entering Unmasked Estep 
Score: -31833736.000000 Penalty: 14798.617188
	Iteration 103Q: 3 clusters Score -3.183374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -31833822.000000 Penalty: 14798.617188
	Iteration 104Q: 3 clusters Score -3.183382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 174749 members 
Entering Unmasked Estep 
Score: -31833848.000000 Penalty: 14798.617188
	Iteration 105Q: 3 clusters Score -3.183385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -31833852.000000 Penalty: 14798.617188
	Iteration 106Q: 3 clusters Score -3.183385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 174816 members 
Entering Unmasked Estep 
Score: -31833874.000000 Penalty: 14798.617188
	Iteration 107Q: 3 clusters Score -3.183387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 174833 members 
Entering Unmasked Estep 
Score: -31833896.000000 Penalty: 14798.617188
	Iteration 108Q: 3 clusters Score -3.18339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -31833878.000000 Penalty: 14798.617188
	Iteration 109Q: 3 clusters Score -3.183388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 174872 members 
Entering Unmasked Estep 
Score: -31833910.000000 Penalty: 14798.617188
	Iteration 110Q: 3 clusters Score -3.183391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 174889 members 
Entering Unmasked Estep 
Score: -31833904.000000 Penalty: 14798.617188
	Iteration 111Q: 3 clusters Score -3.18339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -31833914.000000 Penalty: 14798.617188
	Iteration 112Q: 3 clusters Score -3.183391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 174920 members 
Entering Unmasked Estep 
Score: -31833910.000000 Penalty: 14798.617188
	Iteration 113Q: 3 clusters Score -3.183391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -31833904.000000 Penalty: 14798.617188
	Iteration 114Q: 3 clusters Score -3.18339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 174936 members 
Entering Unmasked Estep 
Score: -31833924.000000 Penalty: 14798.617188
	Iteration 115Q: 3 clusters Score -3.183392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 174941 members 
Entering Unmasked Estep 
Score: -31833914.000000 Penalty: 14798.617188
	Iteration 116Q: 3 clusters Score -3.183391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -31833900.000000 Penalty: 14798.617188
	Iteration 117Q: 3 clusters Score -3.18339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -31833916.000000 Penalty: 14798.617188
	Iteration 118Q: 3 clusters Score -3.183392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 174951 members 
Entering Unmasked Estep 
Score: -31833942.000000 Penalty: 14798.617188
	Iteration 119Q: 3 clusters Score -3.183394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 174953 members 
Entering Unmasked Estep 
Score: -31833954.000000 Penalty: 14798.617188
	Iteration 120F: 3 clusters Score -3.183395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -31833920.000000 Penalty: 14798.617188
	Iteration 121Q: 3 clusters Score -3.183392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -31833920.000000 Penalty: 14798.617188
	Iteration 122F: 3 clusters Score -3.183392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -344641.250000 Penalty: 4638.158203
	Iteration 0F: 2 clusters Score -344641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -339642.906250 Penalty: 9276.316406
	Iteration 0F: 3 clusters Score -339642.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -340257.843750 Penalty: 9276.316406
	Iteration 1F: 3 clusters Score -340257.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -340484.906250 Penalty: 9276.316406
	Iteration 2F: 3 clusters Score -340484.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -340631.093750 Penalty: 9276.316406
	Iteration 3Q: 3 clusters Score -340631.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -340783.437500 Penalty: 9276.316406
	Iteration 4Q: 3 clusters Score -340783.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -340895.625000 Penalty: 9276.316406
	Iteration 5Q: 3 clusters Score -340895.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -341027.593750 Penalty: 9276.316406
	Iteration 6Q: 3 clusters Score -341027.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -341167.156250 Penalty: 9276.316406
	Iteration 7Q: 3 clusters Score -341167.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -341329.500000 Penalty: 9276.316406
	Iteration 8Q: 3 clusters Score -341329.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -341518.656250 Penalty: 9276.316406
	Iteration 9Q: 3 clusters Score -341518.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -341775.375000 Penalty: 9276.316406
	Iteration 10Q: 3 clusters Score -341775.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -342084.968750 Penalty: 9276.316406
	Iteration 11Q: 3 clusters Score -342085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -342404.468750 Penalty: 9276.316406
	Iteration 12Q: 3 clusters Score -342404.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -342652.593750 Penalty: 9276.316406
	Iteration 13Q: 3 clusters Score -342652.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -342879.875000 Penalty: 9276.316406
	Iteration 14Q: 3 clusters Score -342879.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -343052.843750 Penalty: 9276.316406
	Iteration 15Q: 3 clusters Score -343052.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -343160.718750 Penalty: 9276.316406
	Iteration 16Q: 3 clusters Score -343160.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -343223.000000 Penalty: 9276.316406
	Iteration 17Q: 3 clusters Score -343223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -343273.656250 Penalty: 9276.316406
	Iteration 18Q: 3 clusters Score -343273.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -343311.218750 Penalty: 9276.316406
	Iteration 19Q: 3 clusters Score -343311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -343353.375000 Penalty: 9276.316406
	Iteration 20F: 3 clusters Score -343353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -343400.531250 Penalty: 9276.316406
	Iteration 21Q: 3 clusters Score -343400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -343421.468750 Penalty: 9276.316406
	Iteration 22Q: 3 clusters Score -343421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -343443.468750 Penalty: 9276.316406
	Iteration 23Q: 3 clusters Score -343443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -343454.937500 Penalty: 9276.316406
	Iteration 24Q: 3 clusters Score -343454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -343457.656250 Penalty: 9276.316406
	Iteration 25Q: 3 clusters Score -343457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -343457.656250 Penalty: 9276.316406
	Iteration 26F: 3 clusters Score -343457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Entering Unmasked Estep 
Score: -7885906.000000 Penalty: 6536.101074
	Iteration 0F: 2 clusters Score -7885906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7854626.500000 Penalty: 13072.202148
	Iteration 0F: 3 clusters Score -7854626 nChanged 18881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -7864823.500000 Penalty: 13072.202148
	Iteration 1F: 3 clusters Score -7864824 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7865699.000000 Penalty: 13072.202148
	Iteration 2F: 3 clusters Score -7865699 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -7866377.000000 Penalty: 13072.202148
	Iteration 3Q: 3 clusters Score -7866377 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -7867059.000000 Penalty: 13072.202148
	Iteration 4Q: 3 clusters Score -7867059 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -7867807.000000 Penalty: 13072.202148
	Iteration 5Q: 3 clusters Score -7867807 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -7868656.000000 Penalty: 13072.202148
	Iteration 6Q: 3 clusters Score -7868656 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -7869754.000000 Penalty: 13072.202148
	Iteration 7Q: 3 clusters Score -7869754 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -7871080.500000 Penalty: 13072.202148
	Iteration 8Q: 3 clusters Score -7871080 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -7872670.500000 Penalty: 13072.202148
	Iteration 9F: 3 clusters Score -7872670 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -7874408.500000 Penalty: 13072.202148
	Iteration 10F: 3 clusters Score -7874408 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7876063.500000 Penalty: 13072.202148
	Iteration 11Q: 3 clusters Score -7876064 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -7877424.500000 Penalty: 13072.202148
	Iteration 12Q: 3 clusters Score -7877424 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7878474.500000 Penalty: 13072.202148
	Iteration 13Q: 3 clusters Score -7878474 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7879224.000000 Penalty: 13072.202148
	Iteration 14Q: 3 clusters Score -7879224 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -7879808.000000 Penalty: 13072.202148
	Iteration 15Q: 3 clusters Score -7879808 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -7880202.000000 Penalty: 13072.202148
	Iteration 16Q: 3 clusters Score -7880202 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -7880514.500000 Penalty: 13072.202148
	Iteration 17Q: 3 clusters Score -7880514 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -7880881.500000 Penalty: 13072.202148
	Iteration 18Q: 3 clusters Score -7880882 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7881195.000000 Penalty: 13072.202148
	Iteration 19Q: 3 clusters Score -7881195 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7881397.500000 Penalty: 13072.202148
	Iteration 20F: 3 clusters Score -7881398 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7881526.500000 Penalty: 13072.202148
	Iteration 21Q: 3 clusters Score -7881526 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7881616.500000 Penalty: 13072.202148
	Iteration 22Q: 3 clusters Score -7881616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -7881675.500000 Penalty: 13072.202148
	Iteration 23Q: 3 clusters Score -7881676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7881736.000000 Penalty: 13072.202148
	Iteration 24Q: 3 clusters Score -7881736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7881765.500000 Penalty: 13072.202148
	Iteration 25Q: 3 clusters Score -7881766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -7881780.500000 Penalty: 13072.202148
	Iteration 26Q: 3 clusters Score -7881780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7881786.500000 Penalty: 13072.202148
	Iteration 27Q: 3 clusters Score -7881786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7881799.000000 Penalty: 13072.202148
	Iteration 28Q: 3 clusters Score -7881799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7881792.000000 Penalty: 13072.202148
	Iteration 29Q: 3 clusters Score -7881792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -7881804.500000 Penalty: 13072.202148
	Iteration 30Q: 3 clusters Score -7881804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -7881797.500000 Penalty: 13072.202148
	Iteration 31Q: 3 clusters Score -7881798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7881816.500000 Penalty: 13072.202148
	Iteration 32Q: 3 clusters Score -7881816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7881830.000000 Penalty: 13072.202148
	Iteration 33Q: 3 clusters Score -7881830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7881822.000000 Penalty: 13072.202148
	Iteration 34Q: 3 clusters Score -7881822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7881820.500000 Penalty: 13072.202148
	Iteration 35Q: 3 clusters Score -7881820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7881814.000000 Penalty: 13072.202148
	Iteration 36Q: 3 clusters Score -7881814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -7881815.000000 Penalty: 13072.202148
	Iteration 37Q: 3 clusters Score -7881815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7881813.000000 Penalty: 13072.202148
	Iteration 38Q: 3 clusters Score -7881813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7881819.000000 Penalty: 13072.202148
	Iteration 39Q: 3 clusters Score -7881819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7881815.000000 Penalty: 13072.202148
	Iteration 40F: 3 clusters Score -7881815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7881822.000000 Penalty: 13072.202148
	Iteration 41Q: 3 clusters Score -7881822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -7881810.500000 Penalty: 13072.202148
	Iteration 42Q: 3 clusters Score -7881810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -7881811.000000 Penalty: 13072.202148
	Iteration 43Q: 3 clusters Score -7881811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -7881811.000000 Penalty: 13072.202148
	Iteration 44F: 3 clusters Score -7881811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -1360878.625000 Penalty: 5483.866699
	Iteration 0F: 2 clusters Score -1360879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1352135.125000 Penalty: 10967.733398
	Iteration 0F: 3 clusters Score -1352135 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1353793.375000 Penalty: 10967.733398
	Iteration 1F: 3 clusters Score -1353793 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1354254.625000 Penalty: 10967.733398
	Iteration 2F: 3 clusters Score -1354255 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1354628.000000 Penalty: 10967.733398
	Iteration 3F: 3 clusters Score -1354628 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1354970.000000 Penalty: 10967.733398
	Iteration 4F: 3 clusters Score -1354970 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1355301.500000 Penalty: 10967.733398
	Iteration 5Q: 3 clusters Score -1355302 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1355664.250000 Penalty: 10967.733398
	Iteration 6Q: 3 clusters Score -1355664 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1356046.000000 Penalty: 10967.733398
	Iteration 7Q: 3 clusters Score -1356046 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1356363.000000 Penalty: 10967.733398
	Iteration 8Q: 3 clusters Score -1356363 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1356583.500000 Penalty: 10967.733398
	Iteration 9Q: 3 clusters Score -1356584 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1356733.125000 Penalty: 10967.733398
	Iteration 10Q: 3 clusters Score -1356733 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1356851.375000 Penalty: 10967.733398
	Iteration 11Q: 3 clusters Score -1356851 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1356947.750000 Penalty: 10967.733398
	Iteration 12Q: 3 clusters Score -1356948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1357013.750000 Penalty: 10967.733398
	Iteration 13Q: 3 clusters Score -1357014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1357072.625000 Penalty: 10967.733398
	Iteration 14Q: 3 clusters Score -1357073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1357117.625000 Penalty: 10967.733398
	Iteration 15Q: 3 clusters Score -1357118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1357145.625000 Penalty: 10967.733398
	Iteration 16Q: 3 clusters Score -1357146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1357172.625000 Penalty: 10967.733398
	Iteration 17Q: 3 clusters Score -1357173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1357190.875000 Penalty: 10967.733398
	Iteration 18Q: 3 clusters Score -1357191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1357213.375000 Penalty: 10967.733398
	Iteration 19Q: 3 clusters Score -1357213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1357220.500000 Penalty: 10967.733398
	Iteration 20F: 3 clusters Score -1357220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1357228.625000 Penalty: 10967.733398
	Iteration 21Q: 3 clusters Score -1357229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1357232.875000 Penalty: 10967.733398
	Iteration 22Q: 3 clusters Score -1357233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1357235.750000 Penalty: 10967.733398
	Iteration 23Q: 3 clusters Score -1357236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1357240.375000 Penalty: 10967.733398
	Iteration 24Q: 3 clusters Score -1357240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1357242.875000 Penalty: 10967.733398
	Iteration 25Q: 3 clusters Score -1357243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1357244.875000 Penalty: 10967.733398
	Iteration 26Q: 3 clusters Score -1357245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1357247.625000 Penalty: 10967.733398
	Iteration 27Q: 3 clusters Score -1357248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1357246.375000 Penalty: 10967.733398
	Iteration 28Q: 3 clusters Score -1357246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1357246.375000 Penalty: 10967.733398
	Iteration 29F: 3 clusters Score -1357246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Entering Unmasked Estep 
Score: -11548574.000000 Penalty: 6775.803223
	Iteration 0F: 2 clusters Score -1.154857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -11504129.000000 Penalty: 13551.606445
	Iteration 0F: 3 clusters Score -1.150413e+07 nChanged 28259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -11519464.000000 Penalty: 13551.606445
	Iteration 1F: 3 clusters Score -1.151946e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -11520345.000000 Penalty: 13551.606445
	Iteration 2Q: 3 clusters Score -1.152034e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -11521053.000000 Penalty: 13551.606445
	Iteration 3Q: 3 clusters Score -1.152105e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -11521721.000000 Penalty: 13551.606445
	Iteration 4Q: 3 clusters Score -1.152172e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -11522207.000000 Penalty: 13551.606445
	Iteration 5Q: 3 clusters Score -1.152221e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -11522723.000000 Penalty: 13551.606445
	Iteration 6Q: 3 clusters Score -1.152272e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -11523386.000000 Penalty: 13551.606445
	Iteration 7Q: 3 clusters Score -1.152339e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -11524364.000000 Penalty: 13551.606445
	Iteration 8Q: 3 clusters Score -1.152436e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -11525723.000000 Penalty: 13551.606445
	Iteration 9Q: 3 clusters Score -1.152572e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -11527725.000000 Penalty: 13551.606445
	Iteration 10F: 3 clusters Score -1.152772e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -11530549.000000 Penalty: 13551.606445
	Iteration 11F: 3 clusters Score -1.153055e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -11534012.000000 Penalty: 13551.606445
	Iteration 12F: 3 clusters Score -1.153401e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -11537260.000000 Penalty: 13551.606445
	Iteration 13F: 3 clusters Score -1.153726e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -11539746.000000 Penalty: 13551.606445
	Iteration 14Q: 3 clusters Score -1.153975e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -11541084.000000 Penalty: 13551.606445
	Iteration 15Q: 3 clusters Score -1.154108e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -11541776.000000 Penalty: 13551.606445
	Iteration 16Q: 3 clusters Score -1.154178e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -11542087.000000 Penalty: 13551.606445
	Iteration 17Q: 3 clusters Score -1.154209e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -11542218.000000 Penalty: 13551.606445
	Iteration 18Q: 3 clusters Score -1.154222e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -11542320.000000 Penalty: 13551.606445
	Iteration 19Q: 3 clusters Score -1.154232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -11542355.000000 Penalty: 13551.606445
	Iteration 20F: 3 clusters Score -1.154236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -11542400.000000 Penalty: 13551.606445
	Iteration 21Q: 3 clusters Score -1.15424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -11542430.000000 Penalty: 13551.606445
	Iteration 22Q: 3 clusters Score -1.154243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -11542462.000000 Penalty: 13551.606445
	Iteration 23Q: 3 clusters Score -1.154246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -11542485.000000 Penalty: 13551.606445
	Iteration 24Q: 3 clusters Score -1.154248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -11542491.000000 Penalty: 13551.606445
	Iteration 25Q: 3 clusters Score -1.154249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -11542494.000000 Penalty: 13551.606445
	Iteration 26Q: 3 clusters Score -1.154249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -11542518.000000 Penalty: 13551.606445
	Iteration 27Q: 3 clusters Score -1.154252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -11542527.000000 Penalty: 13551.606445
	Iteration 28Q: 3 clusters Score -1.154253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -11542524.000000 Penalty: 13551.606445
	Iteration 29Q: 3 clusters Score -1.154252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -11542533.000000 Penalty: 13551.606445
	Iteration 30Q: 3 clusters Score -1.154253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -11542533.000000 Penalty: 13551.606445
	Iteration 31F: 3 clusters Score -1.154253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -377936.406250 Penalty: 4730.411133
	Iteration 0F: 2 clusters Score -377936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -372860.750000 Penalty: 9460.822266
	Iteration 0F: 3 clusters Score -372860.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -373689.906250 Penalty: 9460.822266
	Iteration 1F: 3 clusters Score -373689.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -374092.406250 Penalty: 9460.822266
	Iteration 2F: 3 clusters Score -374092.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -374379.250000 Penalty: 9460.822266
	Iteration 3F: 3 clusters Score -374379.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -374714.593750 Penalty: 9460.822266
	Iteration 4F: 3 clusters Score -374714.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -375000.218750 Penalty: 9460.822266
	Iteration 5F: 3 clusters Score -375000.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -375237.687500 Penalty: 9460.822266
	Iteration 6Q: 3 clusters Score -375237.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -375394.625000 Penalty: 9460.822266
	Iteration 7Q: 3 clusters Score -375394.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -375530.718750 Penalty: 9460.822266
	Iteration 8Q: 3 clusters Score -375530.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -375600.187500 Penalty: 9460.822266
	Iteration 9Q: 3 clusters Score -375600.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -375638.656250 Penalty: 9460.822266
	Iteration 10Q: 3 clusters Score -375638.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -375665.531250 Penalty: 9460.822266
	Iteration 11Q: 3 clusters Score -375665.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -375711.625000 Penalty: 9460.822266
	Iteration 12Q: 3 clusters Score -375711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -375760.625000 Penalty: 9460.822266
	Iteration 13Q: 3 clusters Score -375760.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -375785.937500 Penalty: 9460.822266
	Iteration 14Q: 3 clusters Score -375785.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -375812.468750 Penalty: 9460.822266
	Iteration 15Q: 3 clusters Score -375812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -375823.062500 Penalty: 9460.822266
	Iteration 16Q: 3 clusters Score -375823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -375833.281250 Penalty: 9460.822266
	Iteration 17Q: 3 clusters Score -375833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -375840.750000 Penalty: 9460.822266
	Iteration 18Q: 3 clusters Score -375840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -375846.625000 Penalty: 9460.822266
	Iteration 19Q: 3 clusters Score -375846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -375858.843750 Penalty: 9460.822266
	Iteration 20F: 3 clusters Score -375858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -375862.468750 Penalty: 9460.822266
	Iteration 21Q: 3 clusters Score -375862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -375864.156250 Penalty: 9460.822266
	Iteration 22Q: 3 clusters Score -375864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -375871.968750 Penalty: 9460.822266
	Iteration 23Q: 3 clusters Score -375872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -375873.843750 Penalty: 9460.822266
	Iteration 24Q: 3 clusters Score -375873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -375877.187500 Penalty: 9460.822266
	Iteration 25Q: 3 clusters Score -375877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -375884.718750 Penalty: 9460.822266
	Iteration 26Q: 3 clusters Score -375884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -375891.937500 Penalty: 9460.822266
	Iteration 27Q: 3 clusters Score -375891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -375898.468750 Penalty: 9460.822266
	Iteration 28Q: 3 clusters Score -375898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -375902.156250 Penalty: 9460.822266
	Iteration 29Q: 3 clusters Score -375902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -375906.156250 Penalty: 9460.822266
	Iteration 30Q: 3 clusters Score -375906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -375906.593750 Penalty: 9460.822266
	Iteration 31Q: 3 clusters Score -375906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -375906.593750 Penalty: 9460.822266
	Iteration 32F: 3 clusters Score -375906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -122851.789062 Penalty: 4138.621094
	Iteration 0F: 2 clusters Score -122851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119199.914062 Penalty: 8277.242188
	Iteration 0F: 3 clusters Score -119199.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119692.414062 Penalty: 8277.242188
	Iteration 1F: 3 clusters Score -119692.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119988.742188 Penalty: 8277.242188
	Iteration 2F: 3 clusters Score -119988.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120163.234375 Penalty: 8277.242188
	Iteration 3Q: 3 clusters Score -120163.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120363.750000 Penalty: 8277.242188
	Iteration 4Q: 3 clusters Score -120363.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -120522.750000 Penalty: 8277.242188
	Iteration 5Q: 3 clusters Score -120522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120797.812500 Penalty: 8277.242188
	Iteration 6Q: 3 clusters Score -120797.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121075.164062 Penalty: 8277.242188
	Iteration 7Q: 3 clusters Score -121075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121195.843750 Penalty: 8277.242188
	Iteration 8Q: 3 clusters Score -121195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121240.250000 Penalty: 8277.242188
	Iteration 9Q: 3 clusters Score -121240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121279.562500 Penalty: 8277.242188
	Iteration 10Q: 3 clusters Score -121279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121294.710938 Penalty: 8277.242188
	Iteration 11Q: 3 clusters Score -121294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121299.859375 Penalty: 8277.242188
	Iteration 12Q: 3 clusters Score -121299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121305.218750 Penalty: 8277.242188
	Iteration 13Q: 3 clusters Score -121305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121314.664062 Penalty: 8277.242188
	Iteration 14F: 3 clusters Score -121314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121441.070312 Penalty: 8277.242188
	Iteration 15Q: 3 clusters Score -121441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121460.296875 Penalty: 8277.242188
	Iteration 16Q: 3 clusters Score -121460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121492.796875 Penalty: 8277.242188
	Iteration 17Q: 3 clusters Score -121492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -121494.132812 Penalty: 8277.242188
	Iteration 18Q: 3 clusters Score -121494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121496.195312 Penalty: 8277.242188
	Iteration 19Q: 3 clusters Score -121496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121496.195312 Penalty: 8277.242188
	Iteration 20F: 3 clusters Score -121496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -2019826.000000 Penalty: 5710.583496
	Iteration 0F: 2 clusters Score -2019826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2008969.375000 Penalty: 11421.166992
	Iteration 0F: 3 clusters Score -2008969 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2011336.375000 Penalty: 11421.166992
	Iteration 1F: 3 clusters Score -2011336 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2011894.750000 Penalty: 11421.166992
	Iteration 2F: 3 clusters Score -2011895 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2012280.375000 Penalty: 11421.166992
	Iteration 3F: 3 clusters Score -2012280 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2012591.000000 Penalty: 11421.166992
	Iteration 4Q: 3 clusters Score -2012591 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2012905.125000 Penalty: 11421.166992
	Iteration 5Q: 3 clusters Score -2012905 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2013280.000000 Penalty: 11421.166992
	Iteration 6Q: 3 clusters Score -2013280 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2013680.250000 Penalty: 11421.166992
	Iteration 7Q: 3 clusters Score -2013680 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2014103.875000 Penalty: 11421.166992
	Iteration 8Q: 3 clusters Score -2014104 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2014427.125000 Penalty: 11421.166992
	Iteration 9Q: 3 clusters Score -2014427 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2014649.000000 Penalty: 11421.166992
	Iteration 10Q: 3 clusters Score -2014649 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2014837.875000 Penalty: 11421.166992
	Iteration 11Q: 3 clusters Score -2014838 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2014959.000000 Penalty: 11421.166992
	Iteration 12Q: 3 clusters Score -2014959 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2015039.000000 Penalty: 11421.166992
	Iteration 13Q: 3 clusters Score -2015039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2015099.750000 Penalty: 11421.166992
	Iteration 14Q: 3 clusters Score -2015100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2015137.625000 Penalty: 11421.166992
	Iteration 15Q: 3 clusters Score -2015138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2015176.000000 Penalty: 11421.166992
	Iteration 16Q: 3 clusters Score -2015176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2015215.125000 Penalty: 11421.166992
	Iteration 17Q: 3 clusters Score -2015215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2015252.125000 Penalty: 11421.166992
	Iteration 18Q: 3 clusters Score -2015252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2015282.625000 Penalty: 11421.166992
	Iteration 19Q: 3 clusters Score -2015283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2015303.375000 Penalty: 11421.166992
	Iteration 20F: 3 clusters Score -2015303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2015322.000000 Penalty: 11421.166992
	Iteration 21Q: 3 clusters Score -2015322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2015344.375000 Penalty: 11421.166992
	Iteration 22Q: 3 clusters Score -2015344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2015349.125000 Penalty: 11421.166992
	Iteration 23Q: 3 clusters Score -2015349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2015359.375000 Penalty: 11421.166992
	Iteration 24Q: 3 clusters Score -2015359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2015369.875000 Penalty: 11421.166992
	Iteration 25Q: 3 clusters Score -2015370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2015377.375000 Penalty: 11421.166992
	Iteration 26Q: 3 clusters Score -2015377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2015386.500000 Penalty: 11421.166992
	Iteration 27Q: 3 clusters Score -2015386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2015396.625000 Penalty: 11421.166992
	Iteration 28Q: 3 clusters Score -2015397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2015409.000000 Penalty: 11421.166992
	Iteration 29Q: 3 clusters Score -2015409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2015423.375000 Penalty: 11421.166992
	Iteration 30Q: 3 clusters Score -2015423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2015433.500000 Penalty: 11421.166992
	Iteration 31Q: 3 clusters Score -2015434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2015449.375000 Penalty: 11421.166992
	Iteration 32Q: 3 clusters Score -2015449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2015461.875000 Penalty: 11421.166992
	Iteration 33Q: 3 clusters Score -2015462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2015468.875000 Penalty: 11421.166992
	Iteration 34Q: 3 clusters Score -2015469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2015474.625000 Penalty: 11421.166992
	Iteration 35Q: 3 clusters Score -2015475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2015487.625000 Penalty: 11421.166992
	Iteration 36Q: 3 clusters Score -2015488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2015486.750000 Penalty: 11421.166992
	Iteration 37Q: 3 clusters Score -2015487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2015495.125000 Penalty: 11421.166992
	Iteration 38Q: 3 clusters Score -2015495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2015500.625000 Penalty: 11421.166992
	Iteration 39Q: 3 clusters Score -2015501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2015508.875000 Penalty: 11421.166992
	Iteration 40F: 3 clusters Score -2015509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2015516.250000 Penalty: 11421.166992
	Iteration 41Q: 3 clusters Score -2015516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2015520.625000 Penalty: 11421.166992
	Iteration 42Q: 3 clusters Score -2015521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2015522.625000 Penalty: 11421.166992
	Iteration 43Q: 3 clusters Score -2015523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2015527.000000 Penalty: 11421.166992
	Iteration 44Q: 3 clusters Score -2015527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2015530.375000 Penalty: 11421.166992
	Iteration 45Q: 3 clusters Score -2015530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2015532.125000 Penalty: 11421.166992
	Iteration 46Q: 3 clusters Score -2015532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2015539.375000 Penalty: 11421.166992
	Iteration 47Q: 3 clusters Score -2015539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2015542.125000 Penalty: 11421.166992
	Iteration 48Q: 3 clusters Score -2015542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2015551.625000 Penalty: 11421.166992
	Iteration 49Q: 3 clusters Score -2015552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2015553.375000 Penalty: 11421.166992
	Iteration 50Q: 3 clusters Score -2015553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2015557.625000 Penalty: 11421.166992
	Iteration 51Q: 3 clusters Score -2015558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2015560.500000 Penalty: 11421.166992
	Iteration 52Q: 3 clusters Score -2015560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2015563.000000 Penalty: 11421.166992
	Iteration 53Q: 3 clusters Score -2015563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2015565.875000 Penalty: 11421.166992
	Iteration 54Q: 3 clusters Score -2015566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2015564.000000 Penalty: 11421.166992
	Iteration 55Q: 3 clusters Score -2015564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2015566.375000 Penalty: 11421.166992
	Iteration 56Q: 3 clusters Score -2015566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2015566.375000 Penalty: 11421.166992
	Iteration 57Q: 3 clusters Score -2015566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2015567.250000 Penalty: 11421.166992
	Iteration 58Q: 3 clusters Score -2015567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2015570.875000 Penalty: 11421.166992
	Iteration 59Q: 3 clusters Score -2015571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2015567.625000 Penalty: 11421.166992
	Iteration 60F: 3 clusters Score -2015568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2015569.250000 Penalty: 11421.166992
	Iteration 61Q: 3 clusters Score -2015569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2015571.000000 Penalty: 11421.166992
	Iteration 62Q: 3 clusters Score -2015571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2015575.375000 Penalty: 11421.166992
	Iteration 63Q: 3 clusters Score -2015575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2015573.625000 Penalty: 11421.166992
	Iteration 64Q: 3 clusters Score -2015574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2015577.250000 Penalty: 11421.166992
	Iteration 65Q: 3 clusters Score -2015577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2015578.125000 Penalty: 11421.166992
	Iteration 66Q: 3 clusters Score -2015578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2015582.750000 Penalty: 11421.166992
	Iteration 67Q: 3 clusters Score -2015583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2015580.750000 Penalty: 11421.166992
	Iteration 68Q: 3 clusters Score -2015581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2015580.125000 Penalty: 11421.166992
	Iteration 69Q: 3 clusters Score -2015580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2015581.375000 Penalty: 11421.166992
	Iteration 70Q: 3 clusters Score -2015581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2015580.250000 Penalty: 11421.166992
	Iteration 71Q: 3 clusters Score -2015580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2015579.125000 Penalty: 11421.166992
	Iteration 72Q: 3 clusters Score -2015579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2015579.125000 Penalty: 11421.166992
	Iteration 73F: 3 clusters Score -2015579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -1364224.125000 Penalty: 5504.811035
	Iteration 0F: 2 clusters Score -1364224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1355239.875000 Penalty: 11009.622070
	Iteration 0F: 3 clusters Score -1355240 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1356984.500000 Penalty: 11009.622070
	Iteration 1F: 3 clusters Score -1356984 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1357419.875000 Penalty: 11009.622070
	Iteration 2F: 3 clusters Score -1357420 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1357685.625000 Penalty: 11009.622070
	Iteration 3Q: 3 clusters Score -1357686 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1357877.750000 Penalty: 11009.622070
	Iteration 4Q: 3 clusters Score -1357878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1358031.375000 Penalty: 11009.622070
	Iteration 5Q: 3 clusters Score -1358031 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1358160.250000 Penalty: 11009.622070
	Iteration 6Q: 3 clusters Score -1358160 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1358255.875000 Penalty: 11009.622070
	Iteration 7Q: 3 clusters Score -1358256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1358333.250000 Penalty: 11009.622070
	Iteration 8Q: 3 clusters Score -1358333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1358408.000000 Penalty: 11009.622070
	Iteration 9Q: 3 clusters Score -1358408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1358472.250000 Penalty: 11009.622070
	Iteration 10Q: 3 clusters Score -1358472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1358535.875000 Penalty: 11009.622070
	Iteration 11Q: 3 clusters Score -1358536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1358615.125000 Penalty: 11009.622070
	Iteration 12Q: 3 clusters Score -1358615 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1358690.500000 Penalty: 11009.622070
	Iteration 13Q: 3 clusters Score -1358690 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1358753.250000 Penalty: 11009.622070
	Iteration 14Q: 3 clusters Score -1358753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1358827.000000 Penalty: 11009.622070
	Iteration 15Q: 3 clusters Score -1358827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1358897.625000 Penalty: 11009.622070
	Iteration 16Q: 3 clusters Score -1358898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1358972.750000 Penalty: 11009.622070
	Iteration 17Q: 3 clusters Score -1358973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1359050.750000 Penalty: 11009.622070
	Iteration 18Q: 3 clusters Score -1359051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1359144.500000 Penalty: 11009.622070
	Iteration 19Q: 3 clusters Score -1359144 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1359243.125000 Penalty: 11009.622070
	Iteration 20F: 3 clusters Score -1359243 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1359334.750000 Penalty: 11009.622070
	Iteration 21Q: 3 clusters Score -1359335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1359413.625000 Penalty: 11009.622070
	Iteration 22Q: 3 clusters Score -1359414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1359491.500000 Penalty: 11009.622070
	Iteration 23Q: 3 clusters Score -1359492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1359548.125000 Penalty: 11009.622070
	Iteration 24Q: 3 clusters Score -1359548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1359588.375000 Penalty: 11009.622070
	Iteration 25Q: 3 clusters Score -1359588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1359627.125000 Penalty: 11009.622070
	Iteration 26Q: 3 clusters Score -1359627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1359660.250000 Penalty: 11009.622070
	Iteration 27Q: 3 clusters Score -1359660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1359700.375000 Penalty: 11009.622070
	Iteration 28Q: 3 clusters Score -1359700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1359733.000000 Penalty: 11009.622070
	Iteration 29Q: 3 clusters Score -1359733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1359765.625000 Penalty: 11009.622070
	Iteration 30Q: 3 clusters Score -1359766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1359789.500000 Penalty: 11009.622070
	Iteration 31Q: 3 clusters Score -1359790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1359812.625000 Penalty: 11009.622070
	Iteration 32Q: 3 clusters Score -1359813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1359834.625000 Penalty: 11009.622070
	Iteration 33Q: 3 clusters Score -1359835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1359856.875000 Penalty: 11009.622070
	Iteration 34Q: 3 clusters Score -1359857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1359872.250000 Penalty: 11009.622070
	Iteration 35Q: 3 clusters Score -1359872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1359896.625000 Penalty: 11009.622070
	Iteration 36Q: 3 clusters Score -1359897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1359917.750000 Penalty: 11009.622070
	Iteration 37Q: 3 clusters Score -1359918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1359935.375000 Penalty: 11009.622070
	Iteration 38Q: 3 clusters Score -1359935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1359943.875000 Penalty: 11009.622070
	Iteration 39Q: 3 clusters Score -1359944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1359958.000000 Penalty: 11009.622070
	Iteration 40F: 3 clusters Score -1359958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1359962.250000 Penalty: 11009.622070
	Iteration 41Q: 3 clusters Score -1359962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1359966.875000 Penalty: 11009.622070
	Iteration 42Q: 3 clusters Score -1359967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1359969.875000 Penalty: 11009.622070
	Iteration 43Q: 3 clusters Score -1359970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1359969.250000 Penalty: 11009.622070
	Iteration 44Q: 3 clusters Score -1359969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1359970.250000 Penalty: 11009.622070
	Iteration 45Q: 3 clusters Score -1359970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1359971.250000 Penalty: 11009.622070
	Iteration 46Q: 3 clusters Score -1359971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1359972.125000 Penalty: 11009.622070
	Iteration 47Q: 3 clusters Score -1359972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1359971.500000 Penalty: 11009.622070
	Iteration 48Q: 3 clusters Score -1359972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1359972.125000 Penalty: 11009.622070
	Iteration 49Q: 3 clusters Score -1359972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1359972.875000 Penalty: 11009.622070
	Iteration 50Q: 3 clusters Score -1359973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1359972.875000 Penalty: 11009.622070
	Iteration 51F: 3 clusters Score -1359973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Entering Unmasked Estep 
Score: -6374775.000000 Penalty: 6405.052734
	Iteration 0F: 2 clusters Score -6374775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6348832.500000 Penalty: 12810.105469
	Iteration 0F: 3 clusters Score -6348832 nChanged 14935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -6356823.500000 Penalty: 12810.105469
	Iteration 1F: 3 clusters Score -6356824 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -6357541.500000 Penalty: 12810.105469
	Iteration 2F: 3 clusters Score -6357542 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6358157.500000 Penalty: 12810.105469
	Iteration 3Q: 3 clusters Score -6358158 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -6358565.500000 Penalty: 12810.105469
	Iteration 4Q: 3 clusters Score -6358566 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -6358994.500000 Penalty: 12810.105469
	Iteration 5Q: 3 clusters Score -6358994 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -6359329.500000 Penalty: 12810.105469
	Iteration 6Q: 3 clusters Score -6359330 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6359663.500000 Penalty: 12810.105469
	Iteration 7Q: 3 clusters Score -6359664 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -6360023.500000 Penalty: 12810.105469
	Iteration 8Q: 3 clusters Score -6360024 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -6360381.500000 Penalty: 12810.105469
	Iteration 9Q: 3 clusters Score -6360382 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -6360914.500000 Penalty: 12810.105469
	Iteration 10Q: 3 clusters Score -6360914 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -6361584.500000 Penalty: 12810.105469
	Iteration 11Q: 3 clusters Score -6361584 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6362412.000000 Penalty: 12810.105469
	Iteration 12Q: 3 clusters Score -6362412 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -6363481.500000 Penalty: 12810.105469
	Iteration 13Q: 3 clusters Score -6363482 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -6364717.000000 Penalty: 12810.105469
	Iteration 14Q: 3 clusters Score -6364717 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6365965.000000 Penalty: 12810.105469
	Iteration 15Q: 3 clusters Score -6365965 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -6367004.000000 Penalty: 12810.105469
	Iteration 16Q: 3 clusters Score -6367004 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -6367736.000000 Penalty: 12810.105469
	Iteration 17Q: 3 clusters Score -6367736 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -6368200.500000 Penalty: 12810.105469
	Iteration 18Q: 3 clusters Score -6368200 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6368458.500000 Penalty: 12810.105469
	Iteration 19Q: 3 clusters Score -6368458 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -6368638.500000 Penalty: 12810.105469
	Iteration 20F: 3 clusters Score -6368638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -6368790.500000 Penalty: 12810.105469
	Iteration 21Q: 3 clusters Score -6368790 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -6368909.000000 Penalty: 12810.105469
	Iteration 22Q: 3 clusters Score -6368909 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -6368993.000000 Penalty: 12810.105469
	Iteration 23Q: 3 clusters Score -6368993 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6369044.000000 Penalty: 12810.105469
	Iteration 24Q: 3 clusters Score -6369044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6369080.500000 Penalty: 12810.105469
	Iteration 25Q: 3 clusters Score -6369080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6369129.000000 Penalty: 12810.105469
	Iteration 26Q: 3 clusters Score -6369129 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -6369153.000000 Penalty: 12810.105469
	Iteration 27Q: 3 clusters Score -6369153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -6369179.000000 Penalty: 12810.105469
	Iteration 28Q: 3 clusters Score -6369179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -6369193.000000 Penalty: 12810.105469
	Iteration 29Q: 3 clusters Score -6369193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6369224.500000 Penalty: 12810.105469
	Iteration 30Q: 3 clusters Score -6369224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6369279.500000 Penalty: 12810.105469
	Iteration 31Q: 3 clusters Score -6369280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -6369332.000000 Penalty: 12810.105469
	Iteration 32Q: 3 clusters Score -6369332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6369337.000000 Penalty: 12810.105469
	Iteration 33Q: 3 clusters Score -6369337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -6369356.000000 Penalty: 12810.105469
	Iteration 34Q: 3 clusters Score -6369356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -6369343.500000 Penalty: 12810.105469
	Iteration 35Q: 3 clusters Score -6369344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -6369361.000000 Penalty: 12810.105469
	Iteration 36Q: 3 clusters Score -6369361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -6369371.500000 Penalty: 12810.105469
	Iteration 37Q: 3 clusters Score -6369372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6369380.000000 Penalty: 12810.105469
	Iteration 38Q: 3 clusters Score -6369380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -6369389.000000 Penalty: 12810.105469
	Iteration 39Q: 3 clusters Score -6369389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -6369387.000000 Penalty: 12810.105469
	Iteration 40F: 3 clusters Score -6369387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6369377.000000 Penalty: 12810.105469
	Iteration 41Q: 3 clusters Score -6369377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -6369394.500000 Penalty: 12810.105469
	Iteration 42Q: 3 clusters Score -6369394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -6369398.500000 Penalty: 12810.105469
	Iteration 43Q: 3 clusters Score -6369398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -6369409.000000 Penalty: 12810.105469
	Iteration 44Q: 3 clusters Score -6369409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -6369405.500000 Penalty: 12810.105469
	Iteration 45Q: 3 clusters Score -6369406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6369406.500000 Penalty: 12810.105469
	Iteration 46Q: 3 clusters Score -6369406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -6369414.500000 Penalty: 12810.105469
	Iteration 47Q: 3 clusters Score -6369414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -6369417.500000 Penalty: 12810.105469
	Iteration 48Q: 3 clusters Score -6369418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -6369423.500000 Penalty: 12810.105469
	Iteration 49Q: 3 clusters Score -6369424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -6369436.500000 Penalty: 12810.105469
	Iteration 50Q: 3 clusters Score -6369436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -6369433.000000 Penalty: 12810.105469
	Iteration 51Q: 3 clusters Score -6369433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -6369440.000000 Penalty: 12810.105469
	Iteration 52Q: 3 clusters Score -6369440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -6369445.500000 Penalty: 12810.105469
	Iteration 53Q: 3 clusters Score -6369446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6369447.000000 Penalty: 12810.105469
	Iteration 54Q: 3 clusters Score -6369447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -6369436.000000 Penalty: 12810.105469
	Iteration 55Q: 3 clusters Score -6369436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6369448.000000 Penalty: 12810.105469
	Iteration 56Q: 3 clusters Score -6369448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -6369442.500000 Penalty: 12810.105469
	Iteration 57Q: 3 clusters Score -6369442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6369449.000000 Penalty: 12810.105469
	Iteration 58Q: 3 clusters Score -6369449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -6369462.500000 Penalty: 12810.105469
	Iteration 59Q: 3 clusters Score -6369462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6369463.000000 Penalty: 12810.105469
	Iteration 60F: 3 clusters Score -6369463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6369460.500000 Penalty: 12810.105469
	Iteration 61Q: 3 clusters Score -6369460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6369467.500000 Penalty: 12810.105469
	Iteration 62Q: 3 clusters Score -6369468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -6369465.500000 Penalty: 12810.105469
	Iteration 63Q: 3 clusters Score -6369466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -6369465.500000 Penalty: 12810.105469
	Iteration 64F: 3 clusters Score -6369466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Entering Unmasked Estep 
Score: -9649975.000000 Penalty: 6662.791992
	Iteration 0F: 2 clusters Score -9649975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -9612405.000000 Penalty: 13325.583984
	Iteration 0F: 3 clusters Score -9612405 nChanged 23446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -9625053.000000 Penalty: 13325.583984
	Iteration 1F: 3 clusters Score -9625053 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -9626130.000000 Penalty: 13325.583984
	Iteration 2F: 3 clusters Score -9626130 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -9626994.000000 Penalty: 13325.583984
	Iteration 3Q: 3 clusters Score -9626994 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -9627835.000000 Penalty: 13325.583984
	Iteration 4Q: 3 clusters Score -9627835 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -9628648.000000 Penalty: 13325.583984
	Iteration 5Q: 3 clusters Score -9628648 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -9629475.000000 Penalty: 13325.583984
	Iteration 6Q: 3 clusters Score -9629475 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -9630318.000000 Penalty: 13325.583984
	Iteration 7Q: 3 clusters Score -9630318 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -9631295.000000 Penalty: 13325.583984
	Iteration 8Q: 3 clusters Score -9631295 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -9632413.000000 Penalty: 13325.583984
	Iteration 9Q: 3 clusters Score -9632413 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -9633784.000000 Penalty: 13325.583984
	Iteration 10Q: 3 clusters Score -9633784 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -9635295.000000 Penalty: 13325.583984
	Iteration 11Q: 3 clusters Score -9635295 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -9636973.000000 Penalty: 13325.583984
	Iteration 12Q: 3 clusters Score -9636973 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -9638601.000000 Penalty: 13325.583984
	Iteration 13Q: 3 clusters Score -9638601 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -9640179.000000 Penalty: 13325.583984
	Iteration 14Q: 3 clusters Score -9640179 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9641523.000000 Penalty: 13325.583984
	Iteration 15Q: 3 clusters Score -9641523 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9642460.000000 Penalty: 13325.583984
	Iteration 16Q: 3 clusters Score -9642460 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9642981.000000 Penalty: 13325.583984
	Iteration 17Q: 3 clusters Score -9642981 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9643309.000000 Penalty: 13325.583984
	Iteration 18Q: 3 clusters Score -9643309 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9643593.000000 Penalty: 13325.583984
	Iteration 19Q: 3 clusters Score -9643593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9643777.000000 Penalty: 13325.583984
	Iteration 20F: 3 clusters Score -9643777 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9643906.000000 Penalty: 13325.583984
	Iteration 21Q: 3 clusters Score -9643906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9643998.000000 Penalty: 13325.583984
	Iteration 22Q: 3 clusters Score -9643998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9644059.000000 Penalty: 13325.583984
	Iteration 23Q: 3 clusters Score -9644059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9644093.000000 Penalty: 13325.583984
	Iteration 24Q: 3 clusters Score -9644093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9644116.000000 Penalty: 13325.583984
	Iteration 25Q: 3 clusters Score -9644116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9644130.000000 Penalty: 13325.583984
	Iteration 26Q: 3 clusters Score -9644130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9644133.000000 Penalty: 13325.583984
	Iteration 27Q: 3 clusters Score -9644133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9644156.000000 Penalty: 13325.583984
	Iteration 28Q: 3 clusters Score -9644156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9644161.000000 Penalty: 13325.583984
	Iteration 29Q: 3 clusters Score -9644161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9644157.000000 Penalty: 13325.583984
	Iteration 30Q: 3 clusters Score -9644157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9644173.000000 Penalty: 13325.583984
	Iteration 31Q: 3 clusters Score -9644173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9644183.000000 Penalty: 13325.583984
	Iteration 32Q: 3 clusters Score -9644183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9644188.000000 Penalty: 13325.583984
	Iteration 33Q: 3 clusters Score -9644188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9644194.000000 Penalty: 13325.583984
	Iteration 34Q: 3 clusters Score -9644194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9644199.000000 Penalty: 13325.583984
	Iteration 35Q: 3 clusters Score -9644199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9644201.000000 Penalty: 13325.583984
	Iteration 36Q: 3 clusters Score -9644201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9644201.000000 Penalty: 13325.583984
	Iteration 37F: 3 clusters Score -9644201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74358 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852832.000000 Penalty: 249784.343750
Iteration 199Q: 30 clusters Score -2.268528e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484305 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74357 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43095 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852848.000000 Penalty: 249784.343750
Iteration 200F: 30 clusters Score -2.268528e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7665 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484307 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74356 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43093 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852864.000000 Penalty: 249784.343750
Iteration 201Q: 30 clusters Score -2.268529e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484307 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74357 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852864.000000 Penalty: 249784.343750
Iteration 202Q: 30 clusters Score -2.268529e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484305 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74359 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17165 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43089 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852864.000000 Penalty: 249784.343750
Iteration 203Q: 30 clusters Score -2.268529e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85828 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484301 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74365 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17167 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43086 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 204Q: 30 clusters Score -2.268529e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57425 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 484302 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74366 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17168 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43083 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 205Q: 30 clusters Score -2.268529e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484299 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74369 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176399 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43082 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 34795 members 
Mstep: Class 29 contains 52998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 206Q: 30 clusters Score -2.268529e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484298 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74370 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43080 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8003 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852976.000000 Penalty: 249784.343750
Iteration 207Q: 30 clusters Score -2.26853e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484299 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43077 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 208Q: 30 clusters Score -2.268529e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7667 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484298 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74374 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43077 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 209Q: 30 clusters Score -2.268529e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484296 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74375 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43077 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 210Q: 30 clusters Score -2.268529e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484294 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74374 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43077 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 211Q: 30 clusters Score -2.268529e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484291 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74373 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43077 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852976.000000 Penalty: 249784.343750
Iteration 212Q: 30 clusters Score -2.26853e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484292 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74371 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43076 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852960.000000 Penalty: 249784.343750
Iteration 213Q: 30 clusters Score -2.26853e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484292 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74370 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43075 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852944.000000 Penalty: 249784.343750
Iteration 214Q: 30 clusters Score -2.268529e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484294 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74368 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43073 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34796 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 215Q: 30 clusters Score -2.268529e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484296 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74369 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43069 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852800.000000 Penalty: 249784.343750
Iteration 216Q: 30 clusters Score -2.268528e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484296 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74371 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43066 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852816.000000 Penalty: 249784.343750
Iteration 217Q: 30 clusters Score -2.268528e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484295 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43066 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852800.000000 Penalty: 249784.343750
Iteration 218Q: 30 clusters Score -2.268528e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484296 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43065 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852848.000000 Penalty: 249784.343750
Iteration 219Q: 30 clusters Score -2.268528e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484297 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43064 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852880.000000 Penalty: 249784.343750
Iteration 220F: 30 clusters Score -2.268529e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484298 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43062 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34798 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852944.000000 Penalty: 249784.343750
Iteration 221Q: 30 clusters Score -2.268529e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484299 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43060 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34799 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852848.000000 Penalty: 249784.343750
Iteration 222Q: 30 clusters Score -2.268528e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484300 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43059 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34799 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852896.000000 Penalty: 249784.343750
Iteration 223Q: 30 clusters Score -2.268529e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484301 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43057 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34799 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 224Q: 30 clusters Score -2.268529e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484301 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43056 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34799 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 225Q: 30 clusters Score -2.268529e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484301 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43055 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852928.000000 Penalty: 249784.343750
Iteration 226Q: 30 clusters Score -2.268529e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484302 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43054 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852832.000000 Penalty: 249784.343750
Iteration 227Q: 30 clusters Score -2.268528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484303 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43053 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63737 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852832.000000 Penalty: 249784.343750
Iteration 228Q: 30 clusters Score -2.268528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484304 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43051 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852752.000000 Penalty: 249784.343750
Iteration 229Q: 30 clusters Score -2.268528e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43049 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852784.000000 Penalty: 249784.343750
Iteration 230Q: 30 clusters Score -2.268528e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43049 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226852784.000000 Penalty: 249784.343750
Iteration 231F: 30 clusters Score -2.268528e+08 nChanged 0
Entering ConstructFrom: 
Score: -226852784.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -175551.546875 Penalty: 4363.249512
	Iteration 0F: 2 clusters Score -175551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -171612.625000 Penalty: 8726.499023
	Iteration 0F: 3 clusters Score -171612.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174117.046875 Penalty: 8726.499023
	Iteration 1F: 3 clusters Score -174117 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -176738.984375 Penalty: 8726.499023
	Iteration 2F: 3 clusters Score -176739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -178429.343750 Penalty: 8726.499023
	Iteration 3F: 3 clusters Score -178429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -178687.171875 Penalty: 8726.499023
	Iteration 4Q: 3 clusters Score -178687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -178730.453125 Penalty: 8726.499023
	Iteration 5Q: 3 clusters Score -178730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -178738.359375 Penalty: 8726.499023
	Iteration 6Q: 3 clusters Score -178738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -178738.359375 Penalty: 8726.499023
	Iteration 7F: 3 clusters Score -178738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43049 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Mstep: Class 30 contains 268 members 
Entering Unmasked Estep 
Score: -226851232.000000 Penalty: 258397.593750
Splitting cluster 1 changes total score from -226852784.000000 to -226851232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (57424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Entering Unmasked Estep 
Score: -10444857.000000 Penalty: 6711.908203
	Iteration 0F: 2 clusters Score -1.044486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -10404322.000000 Penalty: 13423.816406
	Iteration 0F: 3 clusters Score -1.040432e+07 nChanged 25436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -10417961.000000 Penalty: 13423.816406
	Iteration 1F: 3 clusters Score -1.041796e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -10418792.000000 Penalty: 13423.816406
	Iteration 2Q: 3 clusters Score -1.041879e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -10419643.000000 Penalty: 13423.816406
	Iteration 3Q: 3 clusters Score -1.041964e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -10420423.000000 Penalty: 13423.816406
	Iteration 4Q: 3 clusters Score -1.042042e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -10421163.000000 Penalty: 13423.816406
	Iteration 5Q: 3 clusters Score -1.042116e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -10421997.000000 Penalty: 13423.816406
	Iteration 6Q: 3 clusters Score -1.0422e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -10423206.000000 Penalty: 13423.816406
	Iteration 7Q: 3 clusters Score -1.042321e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -10424835.000000 Penalty: 13423.816406
	Iteration 8Q: 3 clusters Score -1.042484e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -10427004.000000 Penalty: 13423.816406
	Iteration 9F: 3 clusters Score -1.0427e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -10429543.000000 Penalty: 13423.816406
	Iteration 10F: 3 clusters Score -1.042954e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -10431702.000000 Penalty: 13423.816406
	Iteration 11Q: 3 clusters Score -1.04317e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -10433493.000000 Penalty: 13423.816406
	Iteration 12Q: 3 clusters Score -1.043349e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -10434815.000000 Penalty: 13423.816406
	Iteration 13Q: 3 clusters Score -1.043482e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -10435798.000000 Penalty: 13423.816406
	Iteration 14Q: 3 clusters Score -1.04358e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -10436791.000000 Penalty: 13423.816406
	Iteration 15Q: 3 clusters Score -1.043679e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -10437848.000000 Penalty: 13423.816406
	Iteration 16Q: 3 clusters Score -1.043785e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -10438947.000000 Penalty: 13423.816406
	Iteration 17Q: 3 clusters Score -1.043895e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -10439775.000000 Penalty: 13423.816406
	Iteration 18Q: 3 clusters Score -1.043978e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -10440223.000000 Penalty: 13423.816406
	Iteration 19Q: 3 clusters Score -1.044022e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -10440577.000000 Penalty: 13423.816406
	Iteration 20F: 3 clusters Score -1.044058e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -10440836.000000 Penalty: 13423.816406
	Iteration 21Q: 3 clusters Score -1.044084e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -10441045.000000 Penalty: 13423.816406
	Iteration 22Q: 3 clusters Score -1.044104e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -10441172.000000 Penalty: 13423.816406
	Iteration 23Q: 3 clusters Score -1.044117e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -10441293.000000 Penalty: 13423.816406
	Iteration 24Q: 3 clusters Score -1.044129e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -10441357.000000 Penalty: 13423.816406
	Iteration 25Q: 3 clusters Score -1.044136e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -10441461.000000 Penalty: 13423.816406
	Iteration 26Q: 3 clusters Score -1.044146e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -10441492.000000 Penalty: 13423.816406
	Iteration 27Q: 3 clusters Score -1.044149e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -10441510.000000 Penalty: 13423.816406
	Iteration 28Q: 3 clusters Score -1.044151e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -10441532.000000 Penalty: 13423.816406
	Iteration 29Q: 3 clusters Score -1.044153e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -10441560.000000 Penalty: 13423.816406
	Iteration 30Q: 3 clusters Score -1.044156e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -10441571.000000 Penalty: 13423.816406
	Iteration 31Q: 3 clusters Score -1.044157e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -10441559.000000 Penalty: 13423.816406
	Iteration 32Q: 3 clusters Score -1.044156e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -10441587.000000 Penalty: 13423.816406
	Iteration 33Q: 3 clusters Score -1.044159e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -10441573.000000 Penalty: 13423.816406
	Iteration 34Q: 3 clusters Score -1.044157e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -10441586.000000 Penalty: 13423.816406
	Iteration 35Q: 3 clusters Score -1.044159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -10441612.000000 Penalty: 13423.816406
	Iteration 36Q: 3 clusters Score -1.044161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -10441582.000000 Penalty: 13423.816406
	Iteration 37Q: 3 clusters Score -1.044158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -10441573.000000 Penalty: 13423.816406
	Iteration 38Q: 3 clusters Score -1.044157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -10441575.000000 Penalty: 13423.816406
	Iteration 39Q: 3 clusters Score -1.044158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -10441580.000000 Penalty: 13423.816406
	Iteration 40F: 3 clusters Score -1.044158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -10441590.000000 Penalty: 13423.816406
	Iteration 41Q: 3 clusters Score -1.044159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -10441587.000000 Penalty: 13423.816406
	Iteration 42Q: 3 clusters Score -1.044159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -10441590.000000 Penalty: 13423.816406
	Iteration 43Q: 3 clusters Score -1.044159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -10441592.000000 Penalty: 13423.816406
	Iteration 44Q: 3 clusters Score -1.044159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -10441583.000000 Penalty: 13423.816406
	Iteration 45Q: 3 clusters Score -1.044158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -10441586.000000 Penalty: 13423.816406
	Iteration 46Q: 3 clusters Score -1.044159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -10441589.000000 Penalty: 13423.816406
	Iteration 47Q: 3 clusters Score -1.044159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -10441594.000000 Penalty: 13423.816406
	Iteration 48Q: 3 clusters Score -1.044159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -10441601.000000 Penalty: 13423.816406
	Iteration 49Q: 3 clusters Score -1.04416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -10441602.000000 Penalty: 13423.816406
	Iteration 50Q: 3 clusters Score -1.04416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -10441605.000000 Penalty: 13423.816406
	Iteration 51Q: 3 clusters Score -1.04416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -10441590.000000 Penalty: 13423.816406
	Iteration 52Q: 3 clusters Score -1.044159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -10441595.000000 Penalty: 13423.816406
	Iteration 53Q: 3 clusters Score -1.04416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -10441578.000000 Penalty: 13423.816406
	Iteration 54Q: 3 clusters Score -1.044158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -10441598.000000 Penalty: 13423.816406
	Iteration 55Q: 3 clusters Score -1.04416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -10441598.000000 Penalty: 13423.816406
	Iteration 56Q: 3 clusters Score -1.04416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -10441613.000000 Penalty: 13423.816406
	Iteration 57Q: 3 clusters Score -1.044161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -10441620.000000 Penalty: 13423.816406
	Iteration 58Q: 3 clusters Score -1.044162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -10441627.000000 Penalty: 13423.816406
	Iteration 59Q: 3 clusters Score -1.044163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -10441625.000000 Penalty: 13423.816406
	Iteration 60F: 3 clusters Score -1.044162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -10441631.000000 Penalty: 13423.816406
	Iteration 61Q: 3 clusters Score -1.044163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -10441617.000000 Penalty: 13423.816406
	Iteration 62Q: 3 clusters Score -1.044162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -10441624.000000 Penalty: 13423.816406
	Iteration 63Q: 3 clusters Score -1.044162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -10441611.000000 Penalty: 13423.816406
	Iteration 64Q: 3 clusters Score -1.044161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -10441618.000000 Penalty: 13423.816406
	Iteration 65Q: 3 clusters Score -1.044162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -10441619.000000 Penalty: 13423.816406
	Iteration 66Q: 3 clusters Score -1.044162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -10441617.000000 Penalty: 13423.816406
	Iteration 67Q: 3 clusters Score -1.044162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -10441617.000000 Penalty: 13423.816406
	Iteration 68F: 3 clusters Score -1.044162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Entering Unmasked Estep 
Score: -15435521.000000 Penalty: 6958.068848
	Iteration 0F: 2 clusters Score -1.543552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -15376583.000000 Penalty: 13916.137695
	Iteration 0F: 3 clusters Score -1.537658e+07 nChanged 39121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -15398107.000000 Penalty: 13916.137695
	Iteration 1F: 3 clusters Score -1.539811e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -15399740.000000 Penalty: 13916.137695
	Iteration 2Q: 3 clusters Score -1.539974e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -15401359.000000 Penalty: 13916.137695
	Iteration 3Q: 3 clusters Score -1.540136e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -15403137.000000 Penalty: 13916.137695
	Iteration 4Q: 3 clusters Score -1.540314e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -15405267.000000 Penalty: 13916.137695
	Iteration 5F: 3 clusters Score -1.540527e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -15407901.000000 Penalty: 13916.137695
	Iteration 6F: 3 clusters Score -1.54079e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -15411428.000000 Penalty: 13916.137695
	Iteration 7F: 3 clusters Score -1.541143e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -15415746.000000 Penalty: 13916.137695
	Iteration 8F: 3 clusters Score -1.541575e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -15420215.000000 Penalty: 13916.137695
	Iteration 9F: 3 clusters Score -1.542022e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -15424314.000000 Penalty: 13916.137695
	Iteration 10F: 3 clusters Score -1.542431e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -15428057.000000 Penalty: 13916.137695
	Iteration 11Q: 3 clusters Score -1.542806e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -15430723.000000 Penalty: 13916.137695
	Iteration 12Q: 3 clusters Score -1.543072e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -15431751.000000 Penalty: 13916.137695
	Iteration 13Q: 3 clusters Score -1.543175e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -15432061.000000 Penalty: 13916.137695
	Iteration 14Q: 3 clusters Score -1.543206e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -15432176.000000 Penalty: 13916.137695
	Iteration 15Q: 3 clusters Score -1.543218e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -15432240.000000 Penalty: 13916.137695
	Iteration 16Q: 3 clusters Score -1.543224e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -15432263.000000 Penalty: 13916.137695
	Iteration 17Q: 3 clusters Score -1.543226e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -15432299.000000 Penalty: 13916.137695
	Iteration 18Q: 3 clusters Score -1.54323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -15432318.000000 Penalty: 13916.137695
	Iteration 19Q: 3 clusters Score -1.543232e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -15432304.000000 Penalty: 13916.137695
	Iteration 20F: 3 clusters Score -1.54323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -15432320.000000 Penalty: 13916.137695
	Iteration 21Q: 3 clusters Score -1.543232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -15432324.000000 Penalty: 13916.137695
	Iteration 22Q: 3 clusters Score -1.543232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -15432327.000000 Penalty: 13916.137695
	Iteration 23Q: 3 clusters Score -1.543233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -15432347.000000 Penalty: 13916.137695
	Iteration 24Q: 3 clusters Score -1.543235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -15432326.000000 Penalty: 13916.137695
	Iteration 25Q: 3 clusters Score -1.543233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -15432341.000000 Penalty: 13916.137695
	Iteration 26Q: 3 clusters Score -1.543234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -15432338.000000 Penalty: 13916.137695
	Iteration 27Q: 3 clusters Score -1.543234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -15432319.000000 Penalty: 13916.137695
	Iteration 28Q: 3 clusters Score -1.543232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -15432331.000000 Penalty: 13916.137695
	Iteration 29Q: 3 clusters Score -1.543233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -15432325.000000 Penalty: 13916.137695
	Iteration 30Q: 3 clusters Score -1.543232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -15432339.000000 Penalty: 13916.137695
	Iteration 31Q: 3 clusters Score -1.543234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -15432329.000000 Penalty: 13916.137695
	Iteration 32Q: 3 clusters Score -1.543233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -15432324.000000 Penalty: 13916.137695
	Iteration 33Q: 3 clusters Score -1.543232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -15432320.000000 Penalty: 13916.137695
	Iteration 34Q: 3 clusters Score -1.543232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -15432313.000000 Penalty: 13916.137695
	Iteration 35Q: 3 clusters Score -1.543231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -15432323.000000 Penalty: 13916.137695
	Iteration 36Q: 3 clusters Score -1.543232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -15432323.000000 Penalty: 13916.137695
	Iteration 37Q: 3 clusters Score -1.543232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -15432323.000000 Penalty: 13916.137695
	Iteration 38Q: 3 clusters Score -1.543232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -15432333.000000 Penalty: 13916.137695
	Iteration 39Q: 3 clusters Score -1.543233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -15432331.000000 Penalty: 13916.137695
	Iteration 40F: 3 clusters Score -1.543233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -15432333.000000 Penalty: 13916.137695
	Iteration 41Q: 3 clusters Score -1.543233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -15432337.000000 Penalty: 13916.137695
	Iteration 42Q: 3 clusters Score -1.543234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -15432340.000000 Penalty: 13916.137695
	Iteration 43Q: 3 clusters Score -1.543234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -15432340.000000 Penalty: 13916.137695
	Iteration 44F: 3 clusters Score -1.543234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -1822748.500000 Penalty: 5650.754395
	Iteration 0F: 2 clusters Score -1822748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1812466.625000 Penalty: 11301.508789
	Iteration 0F: 3 clusters Score -1812467 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1814681.250000 Penalty: 11301.508789
	Iteration 1F: 3 clusters Score -1814681 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1815176.875000 Penalty: 11301.508789
	Iteration 2F: 3 clusters Score -1815177 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1815549.875000 Penalty: 11301.508789
	Iteration 3F: 3 clusters Score -1815550 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1815942.500000 Penalty: 11301.508789
	Iteration 4Q: 3 clusters Score -1815942 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1816510.750000 Penalty: 11301.508789
	Iteration 5Q: 3 clusters Score -1816511 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1817302.000000 Penalty: 11301.508789
	Iteration 6F: 3 clusters Score -1817302 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1818268.750000 Penalty: 11301.508789
	Iteration 7F: 3 clusters Score -1818269 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1819274.375000 Penalty: 11301.508789
	Iteration 8F: 3 clusters Score -1819274 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1820007.375000 Penalty: 11301.508789
	Iteration 9F: 3 clusters Score -1820007 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1820464.500000 Penalty: 11301.508789
	Iteration 10Q: 3 clusters Score -1820464 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1820680.875000 Penalty: 11301.508789
	Iteration 11Q: 3 clusters Score -1820681 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1820796.250000 Penalty: 11301.508789
	Iteration 12Q: 3 clusters Score -1820796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1820854.625000 Penalty: 11301.508789
	Iteration 13Q: 3 clusters Score -1820855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1820891.875000 Penalty: 11301.508789
	Iteration 14Q: 3 clusters Score -1820892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1820907.500000 Penalty: 11301.508789
	Iteration 15Q: 3 clusters Score -1820908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1820926.000000 Penalty: 11301.508789
	Iteration 16Q: 3 clusters Score -1820926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1820935.250000 Penalty: 11301.508789
	Iteration 17Q: 3 clusters Score -1820935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1820946.875000 Penalty: 11301.508789
	Iteration 18Q: 3 clusters Score -1820947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1820954.250000 Penalty: 11301.508789
	Iteration 19Q: 3 clusters Score -1820954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1820965.375000 Penalty: 11301.508789
	Iteration 20F: 3 clusters Score -1820965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1820976.375000 Penalty: 11301.508789
	Iteration 21Q: 3 clusters Score -1820976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1820986.125000 Penalty: 11301.508789
	Iteration 22Q: 3 clusters Score -1820986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1820986.875000 Penalty: 11301.508789
	Iteration 23Q: 3 clusters Score -1820987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1820991.250000 Penalty: 11301.508789
	Iteration 24Q: 3 clusters Score -1820991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1820999.125000 Penalty: 11301.508789
	Iteration 25Q: 3 clusters Score -1820999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1821001.750000 Penalty: 11301.508789
	Iteration 26Q: 3 clusters Score -1821002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1821005.500000 Penalty: 11301.508789
	Iteration 27Q: 3 clusters Score -1821006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1821006.500000 Penalty: 11301.508789
	Iteration 28Q: 3 clusters Score -1821006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1821008.125000 Penalty: 11301.508789
	Iteration 29Q: 3 clusters Score -1821008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1821008.125000 Penalty: 11301.508789
	Iteration 30F: 3 clusters Score -1821008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -664244.062500 Penalty: 5073.175781
	Iteration 0F: 2 clusters Score -664244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -657911.437500 Penalty: 10146.351562
	Iteration 0F: 3 clusters Score -657911.4 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -658974.875000 Penalty: 10146.351562
	Iteration 1F: 3 clusters Score -658974.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -659307.687500 Penalty: 10146.351562
	Iteration 2F: 3 clusters Score -659307.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -659526.500000 Penalty: 10146.351562
	Iteration 3Q: 3 clusters Score -659526.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -659691.875000 Penalty: 10146.351562
	Iteration 4Q: 3 clusters Score -659691.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -659827.562500 Penalty: 10146.351562
	Iteration 5Q: 3 clusters Score -659827.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -659964.437500 Penalty: 10146.351562
	Iteration 6Q: 3 clusters Score -659964.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -660083.437500 Penalty: 10146.351562
	Iteration 7Q: 3 clusters Score -660083.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -660181.687500 Penalty: 10146.351562
	Iteration 8Q: 3 clusters Score -660181.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -660267.437500 Penalty: 10146.351562
	Iteration 9Q: 3 clusters Score -660267.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -660347.312500 Penalty: 10146.351562
	Iteration 10Q: 3 clusters Score -660347.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -660422.125000 Penalty: 10146.351562
	Iteration 11Q: 3 clusters Score -660422.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -660491.062500 Penalty: 10146.351562
	Iteration 12Q: 3 clusters Score -660491.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -660537.000000 Penalty: 10146.351562
	Iteration 13Q: 3 clusters Score -660537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -660571.937500 Penalty: 10146.351562
	Iteration 14Q: 3 clusters Score -660571.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -660597.750000 Penalty: 10146.351562
	Iteration 15Q: 3 clusters Score -660597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -660624.625000 Penalty: 10146.351562
	Iteration 16Q: 3 clusters Score -660624.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -660644.875000 Penalty: 10146.351562
	Iteration 17Q: 3 clusters Score -660644.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -660662.687500 Penalty: 10146.351562
	Iteration 18Q: 3 clusters Score -660662.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -660671.312500 Penalty: 10146.351562
	Iteration 19Q: 3 clusters Score -660671.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -660679.062500 Penalty: 10146.351562
	Iteration 20F: 3 clusters Score -660679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -660684.750000 Penalty: 10146.351562
	Iteration 21Q: 3 clusters Score -660684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -660689.750000 Penalty: 10146.351562
	Iteration 22Q: 3 clusters Score -660689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -660691.250000 Penalty: 10146.351562
	Iteration 23Q: 3 clusters Score -660691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -660694.000000 Penalty: 10146.351562
	Iteration 24Q: 3 clusters Score -660694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -660695.250000 Penalty: 10146.351562
	Iteration 25Q: 3 clusters Score -660695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -660697.937500 Penalty: 10146.351562
	Iteration 26Q: 3 clusters Score -660697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -660702.625000 Penalty: 10146.351562
	Iteration 27Q: 3 clusters Score -660702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -660704.312500 Penalty: 10146.351562
	Iteration 28Q: 3 clusters Score -660704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -660706.187500 Penalty: 10146.351562
	Iteration 29Q: 3 clusters Score -660706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -660709.562500 Penalty: 10146.351562
	Iteration 30Q: 3 clusters Score -660709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -660714.437500 Penalty: 10146.351562
	Iteration 31Q: 3 clusters Score -660714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -660716.125000 Penalty: 10146.351562
	Iteration 32Q: 3 clusters Score -660716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -660718.687500 Penalty: 10146.351562
	Iteration 33Q: 3 clusters Score -660718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -660722.625000 Penalty: 10146.351562
	Iteration 34Q: 3 clusters Score -660722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -660726.000000 Penalty: 10146.351562
	Iteration 35Q: 3 clusters Score -660726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -660728.812500 Penalty: 10146.351562
	Iteration 36Q: 3 clusters Score -660728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -660728.562500 Penalty: 10146.351562
	Iteration 37Q: 3 clusters Score -660728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -660732.062500 Penalty: 10146.351562
	Iteration 38Q: 3 clusters Score -660732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -660731.875000 Penalty: 10146.351562
	Iteration 39Q: 3 clusters Score -660731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -660731.875000 Penalty: 10146.351562
	Iteration 40F: 3 clusters Score -660731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -225429.187500 Penalty: 4463.211914
	Iteration 0F: 2 clusters Score -225429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221056.906250 Penalty: 8926.423828
	Iteration 0F: 3 clusters Score -221056.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222208.531250 Penalty: 8926.423828
	Iteration 1F: 3 clusters Score -222208.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -222833.203125 Penalty: 8926.423828
	Iteration 2F: 3 clusters Score -222833.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223186.984375 Penalty: 8926.423828
	Iteration 3F: 3 clusters Score -223187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223409.687500 Penalty: 8926.423828
	Iteration 4Q: 3 clusters Score -223409.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -223588.687500 Penalty: 8926.423828
	Iteration 5Q: 3 clusters Score -223588.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223742.890625 Penalty: 8926.423828
	Iteration 6Q: 3 clusters Score -223742.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -223884.234375 Penalty: 8926.423828
	Iteration 7Q: 3 clusters Score -223884.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224065.375000 Penalty: 8926.423828
	Iteration 8Q: 3 clusters Score -224065.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -224340.968750 Penalty: 8926.423828
	Iteration 9Q: 3 clusters Score -224341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -224655.921875 Penalty: 8926.423828
	Iteration 10Q: 3 clusters Score -224655.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -225093.828125 Penalty: 8926.423828
	Iteration 11Q: 3 clusters Score -225093.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225331.218750 Penalty: 8926.423828
	Iteration 12Q: 3 clusters Score -225331.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -225447.234375 Penalty: 8926.423828
	Iteration 13Q: 3 clusters Score -225447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -225588.484375 Penalty: 8926.423828
	Iteration 14Q: 3 clusters Score -225588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -225781.875000 Penalty: 8926.423828
	Iteration 15Q: 3 clusters Score -225781.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -225894.937500 Penalty: 8926.423828
	Iteration 16Q: 3 clusters Score -225894.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226036.265625 Penalty: 8926.423828
	Iteration 17Q: 3 clusters Score -226036.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -226117.312500 Penalty: 8926.423828
	Iteration 18Q: 3 clusters Score -226117.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -226178.140625 Penalty: 8926.423828
	Iteration 19Q: 3 clusters Score -226178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -226310.468750 Penalty: 8926.423828
	Iteration 20F: 3 clusters Score -226310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -226834.937500 Penalty: 8926.423828
	Iteration 21Q: 3 clusters Score -226834.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -227602.109375 Penalty: 8926.423828
	Iteration 22Q: 3 clusters Score -227602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227699.906250 Penalty: 8926.423828
	Iteration 23Q: 3 clusters Score -227699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227714.281250 Penalty: 8926.423828
	Iteration 24Q: 3 clusters Score -227714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -227734.093750 Penalty: 8926.423828
	Iteration 25Q: 3 clusters Score -227734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227755.312500 Penalty: 8926.423828
	Iteration 26Q: 3 clusters Score -227755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -227798.843750 Penalty: 8926.423828
	Iteration 27Q: 3 clusters Score -227798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -227836.421875 Penalty: 8926.423828
	Iteration 28Q: 3 clusters Score -227836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227855.234375 Penalty: 8926.423828
	Iteration 29Q: 3 clusters Score -227855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -227862.875000 Penalty: 8926.423828
	Iteration 30Q: 3 clusters Score -227862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -227865.718750 Penalty: 8926.423828
	Iteration 31F: 3 clusters Score -227865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -227876.375000 Penalty: 8926.423828
	Iteration 32Q: 3 clusters Score -227876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227884.812500 Penalty: 8926.423828
	Iteration 33Q: 3 clusters Score -227884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227884.812500 Penalty: 8926.423828
	Iteration 34F: 3 clusters Score -227884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43049 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Mstep: Class 30 contains 794 members 
Entering Unmasked Estep 
Score: -226850448.000000 Penalty: 258397.593750
Splitting cluster 6 changes total score from -226852784.000000 to -226850448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (37460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Entering Unmasked Estep 
Score: -6662123.500000 Penalty: 6450.254883
	Iteration 0F: 2 clusters Score -6662124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6634589.500000 Penalty: 12900.509766
	Iteration 0F: 3 clusters Score -6634590 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -6642885.000000 Penalty: 12900.509766
	Iteration 1F: 3 clusters Score -6642885 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6643583.500000 Penalty: 12900.509766
	Iteration 2F: 3 clusters Score -6643584 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -6644124.000000 Penalty: 12900.509766
	Iteration 3Q: 3 clusters Score -6644124 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -6644554.500000 Penalty: 12900.509766
	Iteration 4Q: 3 clusters Score -6644554 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -6645019.000000 Penalty: 12900.509766
	Iteration 5Q: 3 clusters Score -6645019 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -6645429.000000 Penalty: 12900.509766
	Iteration 6Q: 3 clusters Score -6645429 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -6645891.000000 Penalty: 12900.509766
	Iteration 7Q: 3 clusters Score -6645891 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -6646397.000000 Penalty: 12900.509766
	Iteration 8Q: 3 clusters Score -6646397 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -6647049.000000 Penalty: 12900.509766
	Iteration 9Q: 3 clusters Score -6647049 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6647753.500000 Penalty: 12900.509766
	Iteration 10Q: 3 clusters Score -6647754 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -6648501.000000 Penalty: 12900.509766
	Iteration 11Q: 3 clusters Score -6648501 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -6649225.500000 Penalty: 12900.509766
	Iteration 12Q: 3 clusters Score -6649226 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -6650012.000000 Penalty: 12900.509766
	Iteration 13Q: 3 clusters Score -6650012 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -6650671.500000 Penalty: 12900.509766
	Iteration 14Q: 3 clusters Score -6650672 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6651276.000000 Penalty: 12900.509766
	Iteration 15Q: 3 clusters Score -6651276 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -6651728.500000 Penalty: 12900.509766
	Iteration 16Q: 3 clusters Score -6651728 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -6652089.000000 Penalty: 12900.509766
	Iteration 17Q: 3 clusters Score -6652089 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6652377.000000 Penalty: 12900.509766
	Iteration 18Q: 3 clusters Score -6652377 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -6652641.000000 Penalty: 12900.509766
	Iteration 19Q: 3 clusters Score -6652641 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -6652967.000000 Penalty: 12900.509766
	Iteration 20F: 3 clusters Score -6652967 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -6653308.000000 Penalty: 12900.509766
	Iteration 21Q: 3 clusters Score -6653308 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6653578.000000 Penalty: 12900.509766
	Iteration 22Q: 3 clusters Score -6653578 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -6653847.500000 Penalty: 12900.509766
	Iteration 23Q: 3 clusters Score -6653848 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6654114.000000 Penalty: 12900.509766
	Iteration 24Q: 3 clusters Score -6654114 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -6654386.500000 Penalty: 12900.509766
	Iteration 25Q: 3 clusters Score -6654386 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6654596.500000 Penalty: 12900.509766
	Iteration 26Q: 3 clusters Score -6654596 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -6654804.000000 Penalty: 12900.509766
	Iteration 27Q: 3 clusters Score -6654804 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -6655042.000000 Penalty: 12900.509766
	Iteration 28Q: 3 clusters Score -6655042 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -6655233.000000 Penalty: 12900.509766
	Iteration 29Q: 3 clusters Score -6655233 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6655423.000000 Penalty: 12900.509766
	Iteration 30Q: 3 clusters Score -6655423 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -6655589.000000 Penalty: 12900.509766
	Iteration 31Q: 3 clusters Score -6655589 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -6655755.000000 Penalty: 12900.509766
	Iteration 32Q: 3 clusters Score -6655755 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -6655906.500000 Penalty: 12900.509766
	Iteration 33Q: 3 clusters Score -6655906 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -6656068.000000 Penalty: 12900.509766
	Iteration 34Q: 3 clusters Score -6656068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -6656222.500000 Penalty: 12900.509766
	Iteration 35Q: 3 clusters Score -6656222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -6656378.500000 Penalty: 12900.509766
	Iteration 36Q: 3 clusters Score -6656378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -6656555.500000 Penalty: 12900.509766
	Iteration 37Q: 3 clusters Score -6656556 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -6656704.500000 Penalty: 12900.509766
	Iteration 38Q: 3 clusters Score -6656704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -6656812.500000 Penalty: 12900.509766
	Iteration 39Q: 3 clusters Score -6656812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -6656855.500000 Penalty: 12900.509766
	Iteration 40F: 3 clusters Score -6656856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -6656905.500000 Penalty: 12900.509766
	Iteration 41Q: 3 clusters Score -6656906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6656911.500000 Penalty: 12900.509766
	Iteration 42Q: 3 clusters Score -6656912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -6656925.000000 Penalty: 12900.509766
	Iteration 43Q: 3 clusters Score -6656925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -6656935.500000 Penalty: 12900.509766
	Iteration 44Q: 3 clusters Score -6656936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -6656929.500000 Penalty: 12900.509766
	Iteration 45Q: 3 clusters Score -6656930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -6656945.500000 Penalty: 12900.509766
	Iteration 46Q: 3 clusters Score -6656946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -6656935.000000 Penalty: 12900.509766
	Iteration 47Q: 3 clusters Score -6656935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -6656955.500000 Penalty: 12900.509766
	Iteration 48Q: 3 clusters Score -6656956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -6656952.000000 Penalty: 12900.509766
	Iteration 49Q: 3 clusters Score -6656952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -6656943.500000 Penalty: 12900.509766
	Iteration 50Q: 3 clusters Score -6656944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -6656950.500000 Penalty: 12900.509766
	Iteration 51Q: 3 clusters Score -6656950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -6656950.500000 Penalty: 12900.509766
	Iteration 52F: 3 clusters Score -6656950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -222875.796875 Penalty: 4477.711914
	Iteration 0F: 2 clusters Score -222875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -218554.312500 Penalty: 8955.423828
	Iteration 0F: 3 clusters Score -218554.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220045.890625 Penalty: 8955.423828
	Iteration 1F: 3 clusters Score -220045.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -221427.515625 Penalty: 8955.423828
	Iteration 2F: 3 clusters Score -221427.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -222394.671875 Penalty: 8955.423828
	Iteration 3F: 3 clusters Score -222394.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -223178.562500 Penalty: 8955.423828
	Iteration 4F: 3 clusters Score -223178.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223689.359375 Penalty: 8955.423828
	Iteration 5F: 3 clusters Score -223689.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -224230.921875 Penalty: 8955.423828
	Iteration 6Q: 3 clusters Score -224230.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -224799.828125 Penalty: 8955.423828
	Iteration 7Q: 3 clusters Score -224799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -224947.890625 Penalty: 8955.423828
	Iteration 8Q: 3 clusters Score -224947.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -225084.093750 Penalty: 8955.423828
	Iteration 9Q: 3 clusters Score -225084.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -225147.546875 Penalty: 8955.423828
	Iteration 10Q: 3 clusters Score -225147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -225207.953125 Penalty: 8955.423828
	Iteration 11Q: 3 clusters Score -225208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -225229.203125 Penalty: 8955.423828
	Iteration 12Q: 3 clusters Score -225229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -225239.578125 Penalty: 8955.423828
	Iteration 13Q: 3 clusters Score -225239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -225245.296875 Penalty: 8955.423828
	Iteration 14F: 3 clusters Score -225245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -225290.312500 Penalty: 8955.423828
	Iteration 15Q: 3 clusters Score -225290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -225320.750000 Penalty: 8955.423828
	Iteration 16Q: 3 clusters Score -225320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225333.718750 Penalty: 8955.423828
	Iteration 17Q: 3 clusters Score -225333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225333.718750 Penalty: 8955.423828
	Iteration 18F: 3 clusters Score -225333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43049 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Mstep: Class 30 contains 876 members 
Entering Unmasked Estep 
Score: -226851104.000000 Penalty: 258397.593750
Splitting cluster 8 changes total score from -226852784.000000 to -226851104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -265951.218750 Penalty: 4552.033691
	Iteration 0F: 2 clusters Score -265951.2 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 826 members 
Entering Unmasked Estep 
Score: -261283.000000 Penalty: 9104.067383
	Iteration 0F: 3 clusters Score -261283 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -262051.890625 Penalty: 9104.067383
	Iteration 1F: 3 clusters Score -262051.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -262521.718750 Penalty: 9104.067383
	Iteration 2F: 3 clusters Score -262521.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -263204.562500 Penalty: 9104.067383
	Iteration 3F: 3 clusters Score -263204.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -264099.031250 Penalty: 9104.067383
	Iteration 4F: 3 clusters Score -264099 nChanged 123
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: -264701.281250 Penalty: 9104.067383
	Iteration 5F: 3 clusters Score -264701.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -265100.062500 Penalty: 9104.067383
	Iteration 6F: 3 clusters Score -265100.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265554.031250 Penalty: 9104.067383
	Iteration 7Q: 3 clusters Score -265554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -266111.031250 Penalty: 9104.067383
	Iteration 8Q: 3 clusters Score -266111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266766.062500 Penalty: 9104.067383
	Iteration 9Q: 3 clusters Score -266766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -266850.031250 Penalty: 9104.067383
	Iteration 10Q: 3 clusters Score -266850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -266954.812500 Penalty: 9104.067383
	Iteration 11Q: 3 clusters Score -266954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -267016.625000 Penalty: 9104.067383
	Iteration 12Q: 3 clusters Score -267016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -267052.593750 Penalty: 9104.067383
	Iteration 13Q: 3 clusters Score -267052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -267076.406250 Penalty: 9104.067383
	Iteration 14Q: 3 clusters Score -267076.4 nChanged 7
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: -267097.906250 Penalty: 9104.067383
	Iteration 15Q: 3 clusters Score -267097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -267117.906250 Penalty: 9104.067383
	Iteration 16Q: 3 clusters Score -267117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -267131.156250 Penalty: 9104.067383
	Iteration 17Q: 3 clusters Score -267131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -267147.687500 Penalty: 9104.067383
	Iteration 18Q: 3 clusters Score -267147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -267230.968750 Penalty: 9104.067383
	Iteration 19Q: 3 clusters Score -267231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -267353.375000 Penalty: 9104.067383
	Iteration 20F: 3 clusters Score -267353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -267417.156250 Penalty: 9104.067383
	Iteration 21Q: 3 clusters Score -267417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -267417.156250 Penalty: 9104.067383
	Iteration 22F: 3 clusters Score -267417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57424 members 
Mstep: Class 3 contains 85829 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 37460 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 484306 members 
Mstep: Class 13 contains 38455 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 176400 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 43049 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 63738 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 34800 members 
Mstep: Class 29 contains 52996 members 
Mstep: Class 30 contains 1264 members 
Entering Unmasked Estep 
Score: -226848928.000000 Penalty: 258397.593750
Splitting cluster 9 changes total score from -226852784.000000 to -226848928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -1334935.875000 Penalty: 5479.733887
	Iteration 0F: 2 clusters Score -1334936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1326148.000000 Penalty: 10959.467773
	Iteration 0F: 3 clusters Score -1326148 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1327797.750000 Penalty: 10959.467773
	Iteration 1F: 3 clusters Score -1327798 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1328171.125000 Penalty: 10959.467773
	Iteration 2F: 3 clusters Score -1328171 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1328482.625000 Penalty: 10959.467773
	Iteration 3Q: 3 clusters Score -1328483 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1328771.500000 Penalty: 10959.467773
	Iteration 4Q: 3 clusters Score -1328772 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1329027.250000 Penalty: 10959.467773
	Iteration 5Q: 3 clusters Score -1329027 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1329294.250000 Penalty: 10959.467773
	Iteration 6Q: 3 clusters Score -1329294 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1329513.000000 Penalty: 10959.467773
	Iteration 7Q: 3 clusters Score -1329513 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1329698.750000 Penalty: 10959.467773
	Iteration 8Q: 3 clusters Score -1329699 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1329871.375000 Penalty: 10959.467773
	Iteration 9Q: 3 clusters Score -1329871 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1330024.250000 Penalty: 10959.467773
	Iteration 10Q: 3 clusters Score -1330024 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1330138.375000 Penalty: 10959.467773
	Iteration 11Q: 3 clusters Score -1330138 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1330263.125000 Penalty: 10959.467773
	Iteration 12Q: 3 clusters Score -1330263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1330355.375000 Penalty: 10959.467773
	Iteration 13Q: 3 clusters Score -1330355 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1330426.250000 Penalty: 10959.467773
	Iteration 14Q: 3 clusters Score -1330426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1330497.500000 Penalty: 10959.467773
	Iteration 15Q: 3 clusters Score -1330498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1330548.000000 Penalty: 10959.467773
	Iteration 16Q: 3 clusters Score -1330548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1330600.375000 Penalty: 10959.467773
	Iteration 17Q: 3 clusters Score -1330600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1330644.375000 Penalty: 10959.467773
	Iteration 18Q: 3 clusters Score -1330644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1330695.750000 Penalty: 10959.467773
	Iteration 19Q: 3 clusters Score -1330696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1330734.750000 Penalty: 10959.467773
	Iteration 20F: 3 clusters Score -1330735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1330778.625000 Penalty: 10959.467773
	Iteration 21Q: 3 clusters Score -1330779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1330804.625000 Penalty: 10959.467773
	Iteration 22Q: 3 clusters Score -1330805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1330832.000000 Penalty: 10959.467773
	Iteration 23Q: 3 clusters Score -1330832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1330849.625000 Penalty: 10959.467773
	Iteration 24Q: 3 clusters Score -1330850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1330869.000000 Penalty: 10959.467773
	Iteration 25Q: 3 clusters Score -1330869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1330884.750000 Penalty: 10959.467773
	Iteration 26Q: 3 clusters Score -1330885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1330903.250000 Penalty: 10959.467773
	Iteration 27Q: 3 clusters Score -1330903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1330915.000000 Penalty: 10959.467773
	Iteration 28Q: 3 clusters Score -1330915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1330928.750000 Penalty: 10959.467773
	Iteration 29Q: 3 clusters Score -1330929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1330936.250000 Penalty: 10959.467773
	Iteration 30Q: 3 clusters Score -1330936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1330944.875000 Penalty: 10959.467773
	Iteration 31Q: 3 clusters Score -1330945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1330953.500000 Penalty: 10959.467773
	Iteration 32Q: 3 clusters Score -1330954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1330956.125000 Penalty: 10959.467773
	Iteration 33Q: 3 clusters Score -1330956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1330956.875000 Penalty: 10959.467773
	Iteration 34Q: 3 clusters Score -1330957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1330956.875000 Penalty: 10959.467773
	Iteration 35F: 3 clusters Score -1330957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -1181824.250000 Penalty: 5423.045410
	Iteration 0F: 2 clusters Score -1181824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1173396.750000 Penalty: 10846.090820
	Iteration 0F: 3 clusters Score -1173397 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1174998.250000 Penalty: 10846.090820
	Iteration 1F: 3 clusters Score -1174998 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1175375.875000 Penalty: 10846.090820
	Iteration 2F: 3 clusters Score -1175376 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1175578.000000 Penalty: 10846.090820
	Iteration 3Q: 3 clusters Score -1175578 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1175721.250000 Penalty: 10846.090820
	Iteration 4Q: 3 clusters Score -1175721 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1175813.750000 Penalty: 10846.090820
	Iteration 5Q: 3 clusters Score -1175814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1175886.000000 Penalty: 10846.090820
	Iteration 6Q: 3 clusters Score -1175886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1175951.000000 Penalty: 10846.090820
	Iteration 7Q: 3 clusters Score -1175951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1176000.250000 Penalty: 10846.090820
	Iteration 8Q: 3 clusters Score -1176000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1176041.875000 Penalty: 10846.090820
	Iteration 9Q: 3 clusters Score -1176042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1176070.375000 Penalty: 10846.090820
	Iteration 10Q: 3 clusters Score -1176070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1176099.750000 Penalty: 10846.090820
	Iteration 11Q: 3 clusters Score -1176100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1176131.250000 Penalty: 10846.090820
	Iteration 12Q: 3 clusters Score -1176131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1176156.375000 Penalty: 10846.090820
	Iteration 13Q: 3 clusters Score -1176156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1176166.750000 Penalty: 10846.090820
	Iteration 14Q: 3 clusters Score -1176167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1176178.000000 Penalty: 10846.090820
	Iteration 15Q: 3 clusters Score -1176178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1176191.125000 Penalty: 10846.090820
	Iteration 16Q: 3 clusters Score -1176191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1176201.000000 Penalty: 10846.090820
	Iteration 17Q: 3 clusters Score -1176201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1176207.750000 Penalty: 10846.090820
	Iteration 18Q: 3 clusters Score -1176208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1176223.000000 Penalty: 10846.090820
	Iteration 19Q: 3 clusters Score -1176223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1176231.375000 Penalty: 10846.090820
	Iteration 20F: 3 clusters Score -1176231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1176238.875000 Penalty: 10846.090820
	Iteration 21Q: 3 clusters Score -1176239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1176245.000000 Penalty: 10846.090820
	Iteration 22Q: 3 clusters Score -1176245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1176254.250000 Penalty: 10846.090820
	Iteration 23Q: 3 clusters Score -1176254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1176262.875000 Penalty: 10846.090820
	Iteration 24Q: 3 clusters Score -1176263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1176271.625000 Penalty: 10846.090820
	Iteration 25Q: 3 clusters Score -1176272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1176276.375000 Penalty: 10846.090820
	Iteration 26Q: 3 clusters Score -1176276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1176280.000000 Penalty: 10846.090820
	Iteration 27Q: 3 clusters Score -1176280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1176286.000000 Penalty: 10846.090820
	Iteration 28Q: 3 clusters Score -1176286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1176287.875000 Penalty: 10846.090820
	Iteration 29Q: 3 clusters Score -1176288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1176290.000000 Penalty: 10846.090820
	Iteration 30Q: 3 clusters Score -1176290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1176290.375000 Penalty: 10846.090820
	Iteration 31Q: 3 clusters Score -1176290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1176294.500000 Penalty: 10846.090820
	Iteration 32Q: 3 clusters Score -1176294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1176296.875000 Penalty: 10846.090820
	Iteration 33Q: 3 clusters Score -1176297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1176298.875000 Penalty: 10846.090820
	Iteration 34Q: 3 clusters Score -1176299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1176299.000000 Penalty: 10846.090820
	Iteration 35Q: 3 clusters Score -1176299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1176299.000000 Penalty: 10846.090820
	Iteration 36F: 3 clusters Score -1176299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (484306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484306 members 
Entering Unmasked Estep 
Score: -87443856.000000 Penalty: 8017.914062
	Iteration 0F: 2 clusters Score -8.744386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242729 members 
Mstep: Class 2 contains 241577 members 
Entering Unmasked Estep 
Score: -87144024.000000 Penalty: 16035.828125
	Iteration 0F: 3 clusters Score -8.714402e+07 nChanged 233025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252604 members 
Mstep: Class 2 contains 231702 members 
Entering Unmasked Estep 
Score: -87280344.000000 Penalty: 16035.828125
	Iteration 1F: 3 clusters Score -8.728034e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259534 members 
Mstep: Class 2 contains 224772 members 
Entering Unmasked Estep 
Score: -87282528.000000 Penalty: 16035.828125
	Iteration 2Q: 3 clusters Score -8.728253e+07 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270436 members 
Mstep: Class 2 contains 213870 members 
Entering Unmasked Estep 
Score: -87286176.000000 Penalty: 16035.828125
	Iteration 3Q: 3 clusters Score -8.728618e+07 nChanged 18846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287448 members 
Mstep: Class 2 contains 196858 members 
Entering Unmasked Estep 
Score: -87293032.000000 Penalty: 16035.828125
	Iteration 4Q: 3 clusters Score -8.729303e+07 nChanged 26843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313395 members 
Mstep: Class 2 contains 170911 members 
Entering Unmasked Estep 
Score: -87307080.000000 Penalty: 16035.828125
	Iteration 5F: 3 clusters Score -8.730708e+07 nChanged 37334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350253 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -87334096.000000 Penalty: 16035.828125
	Iteration 6F: 3 clusters Score -8.73341e+07 nChanged 45641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395648 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -87375288.000000 Penalty: 16035.828125
	Iteration 7F: 3 clusters Score -8.737529e+07 nChanged 43156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438642 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -87416512.000000 Penalty: 16035.828125
	Iteration 8F: 3 clusters Score -8.741651e+07 nChanged 26933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465443 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -87433504.000000 Penalty: 16035.828125
	Iteration 9F: 3 clusters Score -8.74335e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476309 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -87438240.000000 Penalty: 16035.828125
	Iteration 10Q: 3 clusters Score -8.743824e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480043 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -87439032.000000 Penalty: 16035.828125
	Iteration 11Q: 3 clusters Score -8.743903e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481228 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -87439232.000000 Penalty: 16035.828125
	Iteration 12Q: 3 clusters Score -8.743923e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481620 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -87439600.000000 Penalty: 16035.828125
	Iteration 13Q: 3 clusters Score -8.74396e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481769 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -87439824.000000 Penalty: 16035.828125
	Iteration 14Q: 3 clusters Score -8.743982e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481802 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -87440072.000000 Penalty: 16035.828125
	Iteration 15Q: 3 clusters Score -8.744007e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481778 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -87440304.000000 Penalty: 16035.828125
	Iteration 16Q: 3 clusters Score -8.74403e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481762 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -87440336.000000 Penalty: 16035.828125
	Iteration 17Q: 3 clusters Score -8.744034e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481757 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -87440416.000000 Penalty: 16035.828125
	Iteration 18Q: 3 clusters Score -8.744042e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481722 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -87440600.000000 Penalty: 16035.828125
	Iteration 19Q: 3 clusters Score -8.74406e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481689 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -87440616.000000 Penalty: 16035.828125
	Iteration 20F: 3 clusters Score -8.744062e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481639 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -87440744.000000 Penalty: 16035.828125
	Iteration 21Q: 3 clusters Score -8.744074e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481584 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -87440936.000000 Penalty: 16035.828125
	Iteration 22Q: 3 clusters Score -8.744094e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481523 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -87441056.000000 Penalty: 16035.828125
	Iteration 23Q: 3 clusters Score -8.744106e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481485 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -87441184.000000 Penalty: 16035.828125
	Iteration 24Q: 3 clusters Score -8.744118e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481439 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -87441304.000000 Penalty: 16035.828125
	Iteration 25Q: 3 clusters Score -8.74413e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481389 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -87441416.000000 Penalty: 16035.828125
	Iteration 26Q: 3 clusters Score -8.744142e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481347 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -87441544.000000 Penalty: 16035.828125
	Iteration 27Q: 3 clusters Score -8.744154e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481290 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -87441640.000000 Penalty: 16035.828125
	Iteration 28Q: 3 clusters Score -8.744164e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481248 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -87441608.000000 Penalty: 16035.828125
	Iteration 29Q: 3 clusters Score -8.744161e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481219 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -87441672.000000 Penalty: 16035.828125
	Iteration 30Q: 3 clusters Score -8.744167e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481201 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -87441808.000000 Penalty: 16035.828125
	Iteration 31Q: 3 clusters Score -8.744181e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481177 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -87441848.000000 Penalty: 16035.828125
	Iteration 32Q: 3 clusters Score -8.744185e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481166 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -87441864.000000 Penalty: 16035.828125
	Iteration 33Q: 3 clusters Score -8.744186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481148 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -87441864.000000 Penalty: 16035.828125
	Iteration 34Q: 3 clusters Score -8.744186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481130 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -87441856.000000 Penalty: 16035.828125
	Iteration 35Q: 3 clusters Score -8.744186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481125 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -87441904.000000 Penalty: 16035.828125
	Iteration 36Q: 3 clusters Score -8.74419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481118 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -87441904.000000 Penalty: 16035.828125
	Iteration 37Q: 3 clusters Score -8.74419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481108 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -87441936.000000 Penalty: 16035.828125
	Iteration 38Q: 3 clusters Score -8.744194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481098 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -87441976.000000 Penalty: 16035.828125
	Iteration 39Q: 3 clusters Score -8.744198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481096 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -87442016.000000 Penalty: 16035.828125
	Iteration 40F: 3 clusters Score -8.744202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481091 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -87442000.000000 Penalty: 16035.828125
	Iteration 41Q: 3 clusters Score -8.7442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481076 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -87442088.000000 Penalty: 16035.828125
	Iteration 42Q: 3 clusters Score -8.744209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481067 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -87442048.000000 Penalty: 16035.828125
	Iteration 43Q: 3 clusters Score -8.744205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481058 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -87442032.000000 Penalty: 16035.828125
	Iteration 44Q: 3 clusters Score -8.744203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481052 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -87442040.000000 Penalty: 16035.828125
	Iteration 45Q: 3 clusters Score -8.744204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481038 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -87442000.000000 Penalty: 16035.828125
	Iteration 46Q: 3 clusters Score -8.7442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481029 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -87442120.000000 Penalty: 16035.828125
	Iteration 47Q: 3 clusters Score -8.744212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481026 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -87442072.000000 Penalty: 16035.828125
	Iteration 48Q: 3 clusters Score -8.744207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481020 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -87442064.000000 Penalty: 16035.828125
	Iteration 49Q: 3 clusters Score -8.744206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481010 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -87442040.000000 Penalty: 16035.828125
	Iteration 50Q: 3 clusters Score -8.744204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481000 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -87442040.000000 Penalty: 16035.828125
	Iteration 51Q: 3 clusters Score -8.744204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480989 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -87442088.000000 Penalty: 16035.828125
	Iteration 52Q: 3 clusters Score -8.744209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480980 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -87442056.000000 Penalty: 16035.828125
	Iteration 53Q: 3 clusters Score -8.744206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480975 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -87442016.000000 Penalty: 16035.828125
	Iteration 54Q: 3 clusters Score -8.744202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480965 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -87442040.000000 Penalty: 16035.828125
	Iteration 55Q: 3 clusters Score -8.744204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480959 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -87442008.000000 Penalty: 16035.828125
	Iteration 56Q: 3 clusters Score -8.744201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480952 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -87442096.000000 Penalty: 16035.828125
	Iteration 57Q: 3 clusters Score -8.74421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480946 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -87442136.000000 Penalty: 16035.828125
	Iteration 58Q: 3 clusters Score -8.744214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480946 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -87442152.000000 Penalty: 16035.828125
	Iteration 59Q: 3 clusters Score -8.744215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480944 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -87442112.000000 Penalty: 16035.828125
	Iteration 60F: 3 clusters Score -8.744211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480944 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -87442168.000000 Penalty: 16035.828125
	Iteration 61Q: 3 clusters Score -8.744217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480941 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -87442232.000000 Penalty: 16035.828125
	Iteration 62Q: 3 clusters Score -8.744223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480937 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -87442176.000000 Penalty: 16035.828125
	Iteration 63Q: 3 clusters Score -8.744218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480927 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -87442208.000000 Penalty: 16035.828125
	Iteration 64Q: 3 clusters Score -8.744221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480922 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -87442200.000000 Penalty: 16035.828125
	Iteration 65Q: 3 clusters Score -8.74422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480917 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -87442216.000000 Penalty: 16035.828125
	Iteration 66Q: 3 clusters Score -8.744222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480910 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -87442216.000000 Penalty: 16035.828125
	Iteration 67Q: 3 clusters Score -8.744222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480899 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -87442232.000000 Penalty: 16035.828125
	Iteration 68Q: 3 clusters Score -8.744223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480889 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -87442264.000000 Penalty: 16035.828125
	Iteration 69Q: 3 clusters Score -8.744226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480881 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -87442288.000000 Penalty: 16035.828125
	Iteration 70Q: 3 clusters Score -8.744229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480878 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -87442304.000000 Penalty: 16035.828125
	Iteration 71Q: 3 clusters Score -8.74423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480875 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -87442280.000000 Penalty: 16035.828125
	Iteration 72Q: 3 clusters Score -8.744228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480877 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -87442360.000000 Penalty: 16035.828125
	Iteration 73Q: 3 clusters Score -8.744236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480876 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -87442344.000000 Penalty: 16035.828125
	Iteration 74Q: 3 clusters Score -8.744234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480877 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -87442328.000000 Penalty: 16035.828125
	Iteration 75Q: 3 clusters Score -8.744233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480873 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -87442336.000000 Penalty: 16035.828125
	Iteration 76Q: 3 clusters Score -8.744234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480875 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -87442344.000000 Penalty: 16035.828125
	Iteration 77Q: 3 clusters Score -8.744234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480874 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -87442328.000000 Penalty: 16035.828125
	Iteration 78Q: 3 clusters Score -8.744233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480875 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -87442288.000000 Penalty: 16035.828125
	Iteration 79Q: 3 clusters Score -8.744229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480876 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -87442312.000000 Penalty: 16035.828125
	Iteration 80F: 3 clusters Score -8.744231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480879 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -87442400.000000 Penalty: 16035.828125
	Iteration 81Q: 3 clusters Score -8.74424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480877 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -87442352.000000 Penalty: 16035.828125
	Iteration 82Q: 3 clusters Score -8.744235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480873 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -87442368.000000 Penalty: 16035.828125
	Iteration 83Q: 3 clusters Score -8.744237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480874 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -87442368.000000 Penalty: 16035.828125
	Iteration 84Q: 3 clusters Score -8.744237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480874 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -87442352.000000 Penalty: 16035.828125
	Iteration 85Q: 3 clusters Score -8.744235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480874 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -87442376.000000 Penalty: 16035.828125
	Iteration 86Q: 3 clusters Score -8.744238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480875 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -87442376.000000 Penalty: 16035.828125
	Iteration 87Q: 3 clusters Score -8.744238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480871 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -87442336.000000 Penalty: 16035.828125
	Iteration 88Q: 3 clusters Score -8.744234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480870 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -87442368.000000 Penalty: 16035.828125
	Iteration 89Q: 3 clusters Score -8.744237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480872 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -87442384.000000 Penalty: 16035.828125
	Iteration 90Q: 3 clusters Score -8.744238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480873 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -87442360.000000 Penalty: 16035.828125
	Iteration 91Q: 3 clusters Score -8.744236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480871 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -87442304.000000 Penalty: 16035.828125
	Iteration 92Q: 3 clusters Score -8.74423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480869 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -87442352.000000 Penalty: 16035.828125
	Iteration 93Q: 3 clusters Score -8.744235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480868 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -87442328.000000 Penalty: 16035.828125
	Iteration 94Q: 3 clusters Score -8.744233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480866 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -87442336.000000 Penalty: 16035.828125
	Iteration 95Q: 3 clusters Score -8.744234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480865 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -87442344.000000 Penalty: 16035.828125
	Iteration 96Q: 3 clusters Score -8.744234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480865 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -87442384.000000 Penalty: 16035.828125
	Iteration 97Q: 3 clusters Score -8.744238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480865 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -87442384.000000 Penalty: 16035.828125
	Iteration 98F: 3 clusters Score -8.744238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Entering Unmasked Estep 
Score: -6544621.000000 Penalty: 6466.312012
	Iteration 0F: 2 clusters Score -6544621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6516431.000000 Penalty: 12932.624023
	Iteration 0F: 3 clusters Score -6516431 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6525263.500000 Penalty: 12932.624023
	Iteration 1F: 3 clusters Score -6525264 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -6526107.000000 Penalty: 12932.624023
	Iteration 2F: 3 clusters Score -6526107 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6526763.000000 Penalty: 12932.624023
	Iteration 3Q: 3 clusters Score -6526763 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -6527374.500000 Penalty: 12932.624023
	Iteration 4Q: 3 clusters Score -6527374 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -6527932.000000 Penalty: 12932.624023
	Iteration 5Q: 3 clusters Score -6527932 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6528605.000000 Penalty: 12932.624023
	Iteration 6Q: 3 clusters Score -6528605 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -6529304.500000 Penalty: 12932.624023
	Iteration 7Q: 3 clusters Score -6529304 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -6529992.500000 Penalty: 12932.624023
	Iteration 8Q: 3 clusters Score -6529992 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -6530799.000000 Penalty: 12932.624023
	Iteration 9Q: 3 clusters Score -6530799 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -6531658.000000 Penalty: 12932.624023
	Iteration 10Q: 3 clusters Score -6531658 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -6532483.500000 Penalty: 12932.624023
	Iteration 11Q: 3 clusters Score -6532484 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -6533297.000000 Penalty: 12932.624023
	Iteration 12Q: 3 clusters Score -6533297 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6534099.500000 Penalty: 12932.624023
	Iteration 13Q: 3 clusters Score -6534100 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -6534854.000000 Penalty: 12932.624023
	Iteration 14Q: 3 clusters Score -6534854 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -6535629.500000 Penalty: 12932.624023
	Iteration 15Q: 3 clusters Score -6535630 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6536378.500000 Penalty: 12932.624023
	Iteration 16Q: 3 clusters Score -6536378 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -6536971.000000 Penalty: 12932.624023
	Iteration 17Q: 3 clusters Score -6536971 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -6537436.500000 Penalty: 12932.624023
	Iteration 18Q: 3 clusters Score -6537436 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -6537806.500000 Penalty: 12932.624023
	Iteration 19Q: 3 clusters Score -6537806 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6538140.500000 Penalty: 12932.624023
	Iteration 20F: 3 clusters Score -6538140 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6538445.500000 Penalty: 12932.624023
	Iteration 21Q: 3 clusters Score -6538446 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6538687.500000 Penalty: 12932.624023
	Iteration 22Q: 3 clusters Score -6538688 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -6538852.000000 Penalty: 12932.624023
	Iteration 23Q: 3 clusters Score -6538852 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -6539055.500000 Penalty: 12932.624023
	Iteration 24Q: 3 clusters Score -6539056 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6539214.000000 Penalty: 12932.624023
	Iteration 25Q: 3 clusters Score -6539214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6539297.000000 Penalty: 12932.624023
	Iteration 26Q: 3 clusters Score -6539297 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6539379.500000 Penalty: 12932.624023
	Iteration 27Q: 3 clusters Score -6539380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6539423.000000 Penalty: 12932.624023
	Iteration 28Q: 3 clusters Score -6539423 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6539482.000000 Penalty: 12932.624023
	Iteration 29Q: 3 clusters Score -6539482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6539546.500000 Penalty: 12932.624023
	Iteration 30Q: 3 clusters Score -6539546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6539603.000000 Penalty: 12932.624023
	Iteration 31Q: 3 clusters Score -6539603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6539646.000000 Penalty: 12932.624023
	Iteration 32Q: 3 clusters Score -6539646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6539684.000000 Penalty: 12932.624023
	Iteration 33Q: 3 clusters Score -6539684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6539712.000000 Penalty: 12932.624023
	Iteration 34Q: 3 clusters Score -6539712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6539756.000000 Penalty: 12932.624023
	Iteration 35Q: 3 clusters Score -6539756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6539765.000000 Penalty: 12932.624023
	Iteration 36Q: 3 clusters Score -6539765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6539790.500000 Penalty: 12932.624023
	Iteration 37Q: 3 clusters Score -6539790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6539813.500000 Penalty: 12932.624023
	Iteration 38Q: 3 clusters Score -6539814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6539835.000000 Penalty: 12932.624023
	Iteration 39Q: 3 clusters Score -6539835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6539852.500000 Penalty: 12932.624023
	Iteration 40F: 3 clusters Score -6539852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6539887.000000 Penalty: 12932.624023
	Iteration 41Q: 3 clusters Score -6539887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6539904.000000 Penalty: 12932.624023
	Iteration 42Q: 3 clusters Score -6539904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6539923.000000 Penalty: 12932.624023
	Iteration 43Q: 3 clusters Score -6539923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6539926.000000 Penalty: 12932.624023
	Iteration 44Q: 3 clusters Score -6539926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6539939.000000 Penalty: 12932.624023
	Iteration 45Q: 3 clusters Score -6539939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6539946.000000 Penalty: 12932.624023
	Iteration 46Q: 3 clusters Score -6539946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6539963.500000 Penalty: 12932.624023
	Iteration 47Q: 3 clusters Score -6539964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6539965.500000 Penalty: 12932.624023
	Iteration 48Q: 3 clusters Score -6539966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6539978.000000 Penalty: 12932.624023
	Iteration 49Q: 3 clusters Score -6539978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6539984.500000 Penalty: 12932.624023
	Iteration 50Q: 3 clusters Score -6539984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6539973.500000 Penalty: 12932.624023
	Iteration 51Q: 3 clusters Score -6539974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6539984.500000 Penalty: 12932.624023
	Iteration 52Q: 3 clusters Score -6539984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6539982.000000 Penalty: 12932.624023
	Iteration 53Q: 3 clusters Score -6539982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6539999.500000 Penalty: 12932.624023
	Iteration 54Q: 3 clusters Score -6540000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6539995.000000 Penalty: 12932.624023
	Iteration 55Q: 3 clusters Score -6539995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6540001.000000 Penalty: 12932.624023
	Iteration 56Q: 3 clusters Score -6540001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6539998.000000 Penalty: 12932.624023
	Iteration 57Q: 3 clusters Score -6539998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6539997.000000 Penalty: 12932.624023
	Iteration 58Q: 3 clusters Score -6539997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6539996.000000 Penalty: 12932.624023
	Iteration 59Q: 3 clusters Score -6539996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6540001.000000 Penalty: 12932.624023
	Iteration 60F: 3 clusters Score -6540001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Entering Unmasked Estep 
Score: -13261597.000000 Penalty: 6870.311523
	Iteration 0F: 2 clusters Score -1.32616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -13210351.000000 Penalty: 13740.623047
	Iteration 0F: 3 clusters Score -1.321035e+07 nChanged 33660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -13228242.000000 Penalty: 13740.623047
	Iteration 1F: 3 clusters Score -1.322824e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -13229175.000000 Penalty: 13740.623047
	Iteration 2Q: 3 clusters Score -1.322918e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -13229858.000000 Penalty: 13740.623047
	Iteration 3Q: 3 clusters Score -1.322986e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -13230507.000000 Penalty: 13740.623047
	Iteration 4Q: 3 clusters Score -1.323051e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -13231106.000000 Penalty: 13740.623047
	Iteration 5Q: 3 clusters Score -1.323111e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -13231617.000000 Penalty: 13740.623047
	Iteration 6Q: 3 clusters Score -1.323162e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -13232254.000000 Penalty: 13740.623047
	Iteration 7Q: 3 clusters Score -1.323225e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -13233026.000000 Penalty: 13740.623047
	Iteration 8Q: 3 clusters Score -1.323303e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -13234124.000000 Penalty: 13740.623047
	Iteration 9Q: 3 clusters Score -1.323412e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -13235931.000000 Penalty: 13740.623047
	Iteration 10Q: 3 clusters Score -1.323593e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -13238756.000000 Penalty: 13740.623047
	Iteration 11F: 3 clusters Score -1.323876e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -13242708.000000 Penalty: 13740.623047
	Iteration 12F: 3 clusters Score -1.324271e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -13247122.000000 Penalty: 13740.623047
	Iteration 13F: 3 clusters Score -1.324712e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -13251062.000000 Penalty: 13740.623047
	Iteration 14F: 3 clusters Score -1.325106e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13253369.000000 Penalty: 13740.623047
	Iteration 15Q: 3 clusters Score -1.325337e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13254439.000000 Penalty: 13740.623047
	Iteration 16Q: 3 clusters Score -1.325444e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13254918.000000 Penalty: 13740.623047
	Iteration 17Q: 3 clusters Score -1.325492e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13255120.000000 Penalty: 13740.623047
	Iteration 18Q: 3 clusters Score -1.325512e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13255248.000000 Penalty: 13740.623047
	Iteration 19Q: 3 clusters Score -1.325525e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13255326.000000 Penalty: 13740.623047
	Iteration 20F: 3 clusters Score -1.325533e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13255379.000000 Penalty: 13740.623047
	Iteration 21Q: 3 clusters Score -1.325538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13255413.000000 Penalty: 13740.623047
	Iteration 22Q: 3 clusters Score -1.325541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13255438.000000 Penalty: 13740.623047
	Iteration 23Q: 3 clusters Score -1.325544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13255451.000000 Penalty: 13740.623047
	Iteration 24Q: 3 clusters Score -1.325545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13255467.000000 Penalty: 13740.623047
	Iteration 25Q: 3 clusters Score -1.325547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13255460.000000 Penalty: 13740.623047
	Iteration 26Q: 3 clusters Score -1.325546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13255459.000000 Penalty: 13740.623047
	Iteration 27Q: 3 clusters Score -1.325546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13255466.000000 Penalty: 13740.623047
	Iteration 28Q: 3 clusters Score -1.325547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13255465.000000 Penalty: 13740.623047
	Iteration 29Q: 3 clusters Score -1.325546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13255476.000000 Penalty: 13740.623047
	Iteration 30Q: 3 clusters Score -1.325548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13255506.000000 Penalty: 13740.623047
	Iteration 31Q: 3 clusters Score -1.325551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13255494.000000 Penalty: 13740.623047
	Iteration 32Q: 3 clusters Score -1.325549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13255487.000000 Penalty: 13740.623047
	Iteration 33Q: 3 clusters Score -1.325549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13255502.000000 Penalty: 13740.623047
	Iteration 34Q: 3 clusters Score -1.32555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13255502.000000 Penalty: 13740.623047
	Iteration 35F: 3 clusters Score -1.32555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Entering Unmasked Estep 
Score: -6385704.000000 Penalty: 6416.268555
	Iteration 0F: 2 clusters Score -6385704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6359531.000000 Penalty: 12832.537109
	Iteration 0F: 3 clusters Score -6359531 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -6367409.000000 Penalty: 12832.537109
	Iteration 1F: 3 clusters Score -6367409 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -6368212.000000 Penalty: 12832.537109
	Iteration 2F: 3 clusters Score -6368212 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6368755.500000 Penalty: 12832.537109
	Iteration 3Q: 3 clusters Score -6368756 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -6369164.000000 Penalty: 12832.537109
	Iteration 4Q: 3 clusters Score -6369164 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6369494.000000 Penalty: 12832.537109
	Iteration 5Q: 3 clusters Score -6369494 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6369753.500000 Penalty: 12832.537109
	Iteration 6Q: 3 clusters Score -6369754 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -6369988.500000 Penalty: 12832.537109
	Iteration 7Q: 3 clusters Score -6369988 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -6370243.500000 Penalty: 12832.537109
	Iteration 8Q: 3 clusters Score -6370244 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6370468.000000 Penalty: 12832.537109
	Iteration 9Q: 3 clusters Score -6370468 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -6370667.500000 Penalty: 12832.537109
	Iteration 10Q: 3 clusters Score -6370668 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -6370893.000000 Penalty: 12832.537109
	Iteration 11Q: 3 clusters Score -6370893 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6371108.000000 Penalty: 12832.537109
	Iteration 12Q: 3 clusters Score -6371108 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -6371364.500000 Penalty: 12832.537109
	Iteration 13Q: 3 clusters Score -6371364 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -6371628.000000 Penalty: 12832.537109
	Iteration 14Q: 3 clusters Score -6371628 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -6371977.500000 Penalty: 12832.537109
	Iteration 15Q: 3 clusters Score -6371978 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -6372409.000000 Penalty: 12832.537109
	Iteration 16Q: 3 clusters Score -6372409 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -6372924.500000 Penalty: 12832.537109
	Iteration 17Q: 3 clusters Score -6372924 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -6373537.500000 Penalty: 12832.537109
	Iteration 18Q: 3 clusters Score -6373538 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6374256.500000 Penalty: 12832.537109
	Iteration 19Q: 3 clusters Score -6374256 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -6375108.500000 Penalty: 12832.537109
	Iteration 20F: 3 clusters Score -6375108 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -6376008.000000 Penalty: 12832.537109
	Iteration 21Q: 3 clusters Score -6376008 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -6376862.500000 Penalty: 12832.537109
	Iteration 22Q: 3 clusters Score -6376862 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6377630.500000 Penalty: 12832.537109
	Iteration 23Q: 3 clusters Score -6377630 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6378311.000000 Penalty: 12832.537109
	Iteration 24Q: 3 clusters Score -6378311 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6378823.500000 Penalty: 12832.537109
	Iteration 25Q: 3 clusters Score -6378824 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6379188.000000 Penalty: 12832.537109
	Iteration 26Q: 3 clusters Score -6379188 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6379457.500000 Penalty: 12832.537109
	Iteration 27Q: 3 clusters Score -6379458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6379635.500000 Penalty: 12832.537109
	Iteration 28Q: 3 clusters Score -6379636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6379770.500000 Penalty: 12832.537109
	Iteration 29Q: 3 clusters Score -6379770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6379882.000000 Penalty: 12832.537109
	Iteration 30Q: 3 clusters Score -6379882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6379958.500000 Penalty: 12832.537109
	Iteration 31Q: 3 clusters Score -6379958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6380011.500000 Penalty: 12832.537109
	Iteration 32Q: 3 clusters Score -6380012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6380049.500000 Penalty: 12832.537109
	Iteration 33Q: 3 clusters Score -6380050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6380072.500000 Penalty: 12832.537109
	Iteration 34Q: 3 clusters Score -6380072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6380097.500000 Penalty: 12832.537109
	Iteration 35Q: 3 clusters Score -6380098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6380110.000000 Penalty: 12832.537109
	Iteration 36Q: 3 clusters Score -6380110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6380126.000000 Penalty: 12832.537109
	Iteration 37Q: 3 clusters Score -6380126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6380132.000000 Penalty: 12832.537109
	Iteration 38Q: 3 clusters Score -6380132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6380147.500000 Penalty: 12832.537109
	Iteration 39Q: 3 clusters Score -6380148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6380163.000000 Penalty: 12832.537109
	Iteration 40F: 3 clusters Score -6380163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6380165.500000 Penalty: 12832.537109
	Iteration 41Q: 3 clusters Score -6380166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6380162.000000 Penalty: 12832.537109
	Iteration 42Q: 3 clusters Score -6380162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6380176.500000 Penalty: 12832.537109
	Iteration 43Q: 3 clusters Score -6380176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6380176.500000 Penalty: 12832.537109
	Iteration 44Q: 3 clusters Score -6380176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6380183.500000 Penalty: 12832.537109
	Iteration 45Q: 3 clusters Score -6380184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6380188.000000 Penalty: 12832.537109
	Iteration 46Q: 3 clusters Score -6380188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6380200.500000 Penalty: 12832.537109
	Iteration 47Q: 3 clusters Score -6380200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6380197.500000 Penalty: 12832.537109
	Iteration 48Q: 3 clusters Score -6380198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6380208.000000 Penalty: 12832.537109
	Iteration 49Q: 3 clusters Score -6380208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6380211.500000 Penalty: 12832.537109
	Iteration 50Q: 3 clusters Score -6380212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6380209.500000 Penalty: 12832.537109
	Iteration 51Q: 3 clusters Score -6380210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6380214.000000 Penalty: 12832.537109
	Iteration 52Q: 3 clusters Score -6380214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6380214.500000 Penalty: 12832.537109
	Iteration 53Q: 3 clusters Score -6380214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6380216.500000 Penalty: 12832.537109
	Iteration 54Q: 3 clusters Score -6380216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6380215.500000 Penalty: 12832.537109
	Iteration 55Q: 3 clusters Score -6380216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6380218.000000 Penalty: 12832.537109
	Iteration 56Q: 3 clusters Score -6380218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6380218.500000 Penalty: 12832.537109
	Iteration 57Q: 3 clusters Score -6380218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6380222.000000 Penalty: 12832.537109
	Iteration 58Q: 3 clusters Score -6380222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6380222.000000 Penalty: 12832.537109
	Iteration 59F: 3 clusters Score -6380222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -1297171.000000 Penalty: 5461.688477
	Iteration 0F: 2 clusters Score -1297171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1288617.000000 Penalty: 10923.376953
	Iteration 0F: 3 clusters Score -1288617 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1290303.500000 Penalty: 10923.376953
	Iteration 1F: 3 clusters Score -1290304 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1290691.875000 Penalty: 10923.376953
	Iteration 2F: 3 clusters Score -1290692 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1290904.500000 Penalty: 10923.376953
	Iteration 3Q: 3 clusters Score -1290904 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1291035.500000 Penalty: 10923.376953
	Iteration 4Q: 3 clusters Score -1291036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1291133.625000 Penalty: 10923.376953
	Iteration 5Q: 3 clusters Score -1291134 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1291217.250000 Penalty: 10923.376953
	Iteration 6Q: 3 clusters Score -1291217 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1291277.000000 Penalty: 10923.376953
	Iteration 7Q: 3 clusters Score -1291277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1291324.750000 Penalty: 10923.376953
	Iteration 8Q: 3 clusters Score -1291325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1291374.375000 Penalty: 10923.376953
	Iteration 9Q: 3 clusters Score -1291374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1291416.000000 Penalty: 10923.376953
	Iteration 10Q: 3 clusters Score -1291416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1291454.125000 Penalty: 10923.376953
	Iteration 11Q: 3 clusters Score -1291454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1291485.250000 Penalty: 10923.376953
	Iteration 12Q: 3 clusters Score -1291485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1291511.000000 Penalty: 10923.376953
	Iteration 13Q: 3 clusters Score -1291511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1291537.875000 Penalty: 10923.376953
	Iteration 14Q: 3 clusters Score -1291538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1291572.625000 Penalty: 10923.376953
	Iteration 15Q: 3 clusters Score -1291573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1291601.375000 Penalty: 10923.376953
	Iteration 16Q: 3 clusters Score -1291601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1291645.250000 Penalty: 10923.376953
	Iteration 17Q: 3 clusters Score -1291645 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1291681.875000 Penalty: 10923.376953
	Iteration 18Q: 3 clusters Score -1291682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1291717.500000 Penalty: 10923.376953
	Iteration 19Q: 3 clusters Score -1291718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1291758.000000 Penalty: 10923.376953
	Iteration 20F: 3 clusters Score -1291758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1291809.000000 Penalty: 10923.376953
	Iteration 21Q: 3 clusters Score -1291809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1291855.000000 Penalty: 10923.376953
	Iteration 22Q: 3 clusters Score -1291855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1291891.375000 Penalty: 10923.376953
	Iteration 23Q: 3 clusters Score -1291891 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1291934.000000 Penalty: 10923.376953
	Iteration 24Q: 3 clusters Score -1291934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1291982.500000 Penalty: 10923.376953
	Iteration 25Q: 3 clusters Score -1291982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1292026.875000 Penalty: 10923.376953
	Iteration 26Q: 3 clusters Score -1292027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1292065.375000 Penalty: 10923.376953
	Iteration 27Q: 3 clusters Score -1292065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1292098.875000 Penalty: 10923.376953
	Iteration 28Q: 3 clusters Score -1292099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1292120.875000 Penalty: 10923.376953
	Iteration 29Q: 3 clusters Score -1292121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1292152.125000 Penalty: 10923.376953
	Iteration 30Q: 3 clusters Score -1292152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1292189.625000 Penalty: 10923.376953
	Iteration 31Q: 3 clusters Score -1292190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1292218.250000 Penalty: 10923.376953
	Iteration 32Q: 3 clusters Score -1292218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1292250.625000 Penalty: 10923.376953
	Iteration 33Q: 3 clusters Score -1292251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1292275.500000 Penalty: 10923.376953
	Iteration 34Q: 3 clusters Score -1292276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1292303.625000 Penalty: 10923.376953
	Iteration 35Q: 3 clusters Score -1292304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1292335.875000 Penalty: 10923.376953
	Iteration 36Q: 3 clusters Score -1292336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1292377.250000 Penalty: 10923.376953
	Iteration 37Q: 3 clusters Score -1292377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1292403.625000 Penalty: 10923.376953
	Iteration 38Q: 3 clusters Score -1292404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1292434.875000 Penalty: 10923.376953
	Iteration 39Q: 3 clusters Score -1292435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1292471.375000 Penalty: 10923.376953
	Iteration 40F: 3 clusters Score -1292471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1292502.375000 Penalty: 10923.376953
	Iteration 41Q: 3 clusters Score -1292502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1292536.375000 Penalty: 10923.376953
	Iteration 42Q: 3 clusters Score -1292536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1292556.125000 Penalty: 10923.376953
	Iteration 43Q: 3 clusters Score -1292556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1292574.125000 Penalty: 10923.376953
	Iteration 44Q: 3 clusters Score -1292574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1292596.750000 Penalty: 10923.376953
	Iteration 45Q: 3 clusters Score -1292597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1292611.000000 Penalty: 10923.376953
	Iteration 46Q: 3 clusters Score -1292611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1292628.625000 Penalty: 10923.376953
	Iteration 47Q: 3 clusters Score -1292629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1292640.250000 Penalty: 10923.376953
	Iteration 48Q: 3 clusters Score -1292640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1292648.250000 Penalty: 10923.376953
	Iteration 49Q: 3 clusters Score -1292648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1292662.875000 Penalty: 10923.376953
	Iteration 50Q: 3 clusters Score -1292663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1292678.875000 Penalty: 10923.376953
	Iteration 51Q: 3 clusters Score -1292679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1292686.125000 Penalty: 10923.376953
	Iteration 52Q: 3 clusters Score -1292686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1292699.750000 Penalty: 10923.376953
	Iteration 53Q: 3 clusters Score -1292700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1292715.250000 Penalty: 10923.376953
	Iteration 54Q: 3 clusters Score -1292715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1292728.875000 Penalty: 10923.376953
	Iteration 55Q: 3 clusters Score -1292729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1292742.375000 Penalty: 10923.376953
	Iteration 56Q: 3 clusters Score -1292742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1292755.375000 Penalty: 10923.376953
	Iteration 57Q: 3 clusters Score -1292755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1292766.625000 Penalty: 10923.376953
	Iteration 58Q: 3 clusters Score -1292767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1292776.375000 Penalty: 10923.376953
	Iteration 59Q: 3 clusters Score -1292776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1292787.750000 Penalty: 10923.376953
	Iteration 60F: 3 clusters Score -1292788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1292796.125000 Penalty: 10923.376953
	Iteration 61Q: 3 clusters Score -1292796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1292800.125000 Penalty: 10923.376953
	Iteration 62Q: 3 clusters Score -1292800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1292802.250000 Penalty: 10923.376953
	Iteration 63Q: 3 clusters Score -1292802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1292806.000000 Penalty: 10923.376953
	Iteration 64Q: 3 clusters Score -1292806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1292805.500000 Penalty: 10923.376953
	Iteration 65Q: 3 clusters Score -1292806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1292805.500000 Penalty: 10923.376953
	Iteration 66F: 3 clusters Score -1292806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -767240.562500 Penalty: 5151.021484
	Iteration 0F: 2 clusters Score -767240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -760509.000000 Penalty: 10302.042969
	Iteration 0F: 3 clusters Score -760509 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -761585.625000 Penalty: 10302.042969
	Iteration 1F: 3 clusters Score -761585.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -761953.937500 Penalty: 10302.042969
	Iteration 2F: 3 clusters Score -761953.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -762255.562500 Penalty: 10302.042969
	Iteration 3Q: 3 clusters Score -762255.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -762563.625000 Penalty: 10302.042969
	Iteration 4Q: 3 clusters Score -762563.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -762822.500000 Penalty: 10302.042969
	Iteration 5Q: 3 clusters Score -762822.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -763081.312500 Penalty: 10302.042969
	Iteration 6Q: 3 clusters Score -763081.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -763369.000000 Penalty: 10302.042969
	Iteration 7F: 3 clusters Score -763369 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -763625.437500 Penalty: 10302.042969
	Iteration 8Q: 3 clusters Score -763625.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -763837.750000 Penalty: 10302.042969
	Iteration 9Q: 3 clusters Score -763837.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -764015.437500 Penalty: 10302.042969
	Iteration 10Q: 3 clusters Score -764015.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -764154.750000 Penalty: 10302.042969
	Iteration 11Q: 3 clusters Score -764154.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -764274.875000 Penalty: 10302.042969
	Iteration 12Q: 3 clusters Score -764274.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -764403.000000 Penalty: 10302.042969
	Iteration 13Q: 3 clusters Score -764403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -764495.062500 Penalty: 10302.042969
	Iteration 14Q: 3 clusters Score -764495.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -764547.750000 Penalty: 10302.042969
	Iteration 15Q: 3 clusters Score -764547.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -764588.187500 Penalty: 10302.042969
	Iteration 16Q: 3 clusters Score -764588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -764611.812500 Penalty: 10302.042969
	Iteration 17Q: 3 clusters Score -764611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -764619.562500 Penalty: 10302.042969
	Iteration 18Q: 3 clusters Score -764619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -764629.750000 Penalty: 10302.042969
	Iteration 19Q: 3 clusters Score -764629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -764635.687500 Penalty: 10302.042969
	Iteration 20F: 3 clusters Score -764635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -764641.187500 Penalty: 10302.042969
	Iteration 21Q: 3 clusters Score -764641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -764643.812500 Penalty: 10302.042969
	Iteration 22Q: 3 clusters Score -764643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -764646.750000 Penalty: 10302.042969
	Iteration 23Q: 3 clusters Score -764646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -764648.437500 Penalty: 10302.042969
	Iteration 24Q: 3 clusters Score -764648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -764651.375000 Penalty: 10302.042969
	Iteration 25Q: 3 clusters Score -764651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -764660.562500 Penalty: 10302.042969
	Iteration 26Q: 3 clusters Score -764660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -764664.562500 Penalty: 10302.042969
	Iteration 27Q: 3 clusters Score -764664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -764665.750000 Penalty: 10302.042969
	Iteration 28Q: 3 clusters Score -764665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -764666.687500 Penalty: 10302.042969
	Iteration 29Q: 3 clusters Score -764666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -764668.250000 Penalty: 10302.042969
	Iteration 30Q: 3 clusters Score -764668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -764668.250000 Penalty: 10302.042969
	Iteration 31F: 3 clusters Score -764668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Entering Unmasked Estep 
Score: -3093791.500000 Penalty: 5972.473633
	Iteration 0F: 2 clusters Score -3093792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3079126.000000 Penalty: 11944.947266
	Iteration 0F: 3 clusters Score -3079126 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3082793.000000 Penalty: 11944.947266
	Iteration 1F: 3 clusters Score -3082793 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3083347.000000 Penalty: 11944.947266
	Iteration 2F: 3 clusters Score -3083347 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3083744.500000 Penalty: 11944.947266
	Iteration 3Q: 3 clusters Score -3083744 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3084106.000000 Penalty: 11944.947266
	Iteration 4Q: 3 clusters Score -3084106 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3084482.750000 Penalty: 11944.947266
	Iteration 5Q: 3 clusters Score -3084483 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3084817.500000 Penalty: 11944.947266
	Iteration 6Q: 3 clusters Score -3084818 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3085053.250000 Penalty: 11944.947266
	Iteration 7Q: 3 clusters Score -3085053 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3085270.750000 Penalty: 11944.947266
	Iteration 8Q: 3 clusters Score -3085271 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3085449.500000 Penalty: 11944.947266
	Iteration 9Q: 3 clusters Score -3085450 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3085622.000000 Penalty: 11944.947266
	Iteration 10Q: 3 clusters Score -3085622 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3085776.750000 Penalty: 11944.947266
	Iteration 11Q: 3 clusters Score -3085777 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3085903.500000 Penalty: 11944.947266
	Iteration 12Q: 3 clusters Score -3085904 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3085976.000000 Penalty: 11944.947266
	Iteration 13Q: 3 clusters Score -3085976 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3086046.500000 Penalty: 11944.947266
	Iteration 14Q: 3 clusters Score -3086046 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3086128.000000 Penalty: 11944.947266
	Iteration 15Q: 3 clusters Score -3086128 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3086210.000000 Penalty: 11944.947266
	Iteration 16Q: 3 clusters Score -3086210 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3086277.250000 Penalty: 11944.947266
	Iteration 17Q: 3 clusters Score -3086277 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3086341.000000 Penalty: 11944.947266
	Iteration 18Q: 3 clusters Score -3086341 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3086390.500000 Penalty: 11944.947266
	Iteration 19Q: 3 clusters Score -3086390 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3086437.500000 Penalty: 11944.947266
	Iteration 20F: 3 clusters Score -3086438 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3086500.500000 Penalty: 11944.947266
	Iteration 21Q: 3 clusters Score -3086500 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3086540.250000 Penalty: 11944.947266
	Iteration 22Q: 3 clusters Score -3086540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3086580.000000 Penalty: 11944.947266
	Iteration 23Q: 3 clusters Score -3086580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3086613.250000 Penalty: 11944.947266
	Iteration 24Q: 3 clusters Score -3086613 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3086650.250000 Penalty: 11944.947266
	Iteration 25Q: 3 clusters Score -3086650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3086682.750000 Penalty: 11944.947266
	Iteration 26Q: 3 clusters Score -3086683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3086722.250000 Penalty: 11944.947266
	Iteration 27Q: 3 clusters Score -3086722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3086744.750000 Penalty: 11944.947266
	Iteration 28Q: 3 clusters Score -3086745 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3086768.500000 Penalty: 11944.947266
	Iteration 29Q: 3 clusters Score -3086768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3086785.750000 Penalty: 11944.947266
	Iteration 30Q: 3 clusters Score -3086786 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3086819.250000 Penalty: 11944.947266
	Iteration 31Q: 3 clusters Score -3086819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3086835.000000 Penalty: 11944.947266
	Iteration 32Q: 3 clusters Score -3086835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3086859.000000 Penalty: 11944.947266
	Iteration 33Q: 3 clusters Score -3086859 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3086875.000000 Penalty: 11944.947266
	Iteration 34Q: 3 clusters Score -3086875 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3086899.500000 Penalty: 11944.947266
	Iteration 35Q: 3 clusters Score -3086900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3086917.000000 Penalty: 11944.947266
	Iteration 36Q: 3 clusters Score -3086917 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3086940.000000 Penalty: 11944.947266
	Iteration 37Q: 3 clusters Score -3086940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3086963.500000 Penalty: 11944.947266
	Iteration 38Q: 3 clusters Score -3086964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3086984.500000 Penalty: 11944.947266
	Iteration 39Q: 3 clusters Score -3086984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3086995.750000 Penalty: 11944.947266
	Iteration 40F: 3 clusters Score -3086996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3087018.250000 Penalty: 11944.947266
	Iteration 41Q: 3 clusters Score -3087018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3087041.500000 Penalty: 11944.947266
	Iteration 42Q: 3 clusters Score -3087042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3087056.250000 Penalty: 11944.947266
	Iteration 43Q: 3 clusters Score -3087056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3087068.750000 Penalty: 11944.947266
	Iteration 44Q: 3 clusters Score -3087069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3087096.500000 Penalty: 11944.947266
	Iteration 45Q: 3 clusters Score -3087096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3087115.250000 Penalty: 11944.947266
	Iteration 46Q: 3 clusters Score -3087115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3087128.500000 Penalty: 11944.947266
	Iteration 47Q: 3 clusters Score -3087128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3087136.500000 Penalty: 11944.947266
	Iteration 48Q: 3 clusters Score -3087136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3087158.000000 Penalty: 11944.947266
	Iteration 49Q: 3 clusters Score -3087158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3087169.750000 Penalty: 11944.947266
	Iteration 50Q: 3 clusters Score -3087170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3087200.500000 Penalty: 11944.947266
	Iteration 51Q: 3 clusters Score -3087200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3087217.750000 Penalty: 11944.947266
	Iteration 52Q: 3 clusters Score -3087218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3087246.000000 Penalty: 11944.947266
	Iteration 53Q: 3 clusters Score -3087246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3087262.250000 Penalty: 11944.947266
	Iteration 54Q: 3 clusters Score -3087262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3087285.000000 Penalty: 11944.947266
	Iteration 55Q: 3 clusters Score -3087285 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3087304.750000 Penalty: 11944.947266
	Iteration 56Q: 3 clusters Score -3087305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3087322.750000 Penalty: 11944.947266
	Iteration 57Q: 3 clusters Score -3087323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3087343.750000 Penalty: 11944.947266
	Iteration 58Q: 3 clusters Score -3087344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3087361.000000 Penalty: 11944.947266
	Iteration 59Q: 3 clusters Score -3087361 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3087377.750000 Penalty: 11944.947266
	Iteration 60F: 3 clusters Score -3087378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3087421.250000 Penalty: 11944.947266
	Iteration 61Q: 3 clusters Score -3087421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3087438.250000 Penalty: 11944.947266
	Iteration 62Q: 3 clusters Score -3087438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3087468.500000 Penalty: 11944.947266
	Iteration 63Q: 3 clusters Score -3087468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3087504.250000 Penalty: 11944.947266
	Iteration 64Q: 3 clusters Score -3087504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3087533.250000 Penalty: 11944.947266
	Iteration 65Q: 3 clusters Score -3087533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3087591.250000 Penalty: 11944.947266
	Iteration 66Q: 3 clusters Score -3087591 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3087645.250000 Penalty: 11944.947266
	Iteration 67Q: 3 clusters Score -3087645 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3087725.000000 Penalty: 11944.947266
	Iteration 68Q: 3 clusters Score -3087725 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3087826.000000 Penalty: 11944.947266
	Iteration 69Q: 3 clusters Score -3087826 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3087901.250000 Penalty: 11944.947266
	Iteration 70Q: 3 clusters Score -3087901 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3088006.750000 Penalty: 11944.947266
	Iteration 71Q: 3 clusters Score -3088007 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3088104.750000 Penalty: 11944.947266
	Iteration 72Q: 3 clusters Score -3088105 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3088218.500000 Penalty: 11944.947266
	Iteration 73Q: 3 clusters Score -3088218 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3088305.750000 Penalty: 11944.947266
	Iteration 74Q: 3 clusters Score -3088306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3088399.250000 Penalty: 11944.947266
	Iteration 75Q: 3 clusters Score -3088399 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3088472.750000 Penalty: 11944.947266
	Iteration 76Q: 3 clusters Score -3088473 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3088568.250000 Penalty: 11944.947266
	Iteration 77Q: 3 clusters Score -3088568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3088634.750000 Penalty: 11944.947266
	Iteration 78Q: 3 clusters Score -3088635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3088709.250000 Penalty: 11944.947266
	Iteration 79Q: 3 clusters Score -3088709 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3088783.250000 Penalty: 11944.947266
	Iteration 80F: 3 clusters Score -3088783 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3088857.000000 Penalty: 11944.947266
	Iteration 81Q: 3 clusters Score -3088857 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3088920.000000 Penalty: 11944.947266
	Iteration 82Q: 3 clusters Score -3088920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3088974.250000 Penalty: 11944.947266
	Iteration 83Q: 3 clusters Score -3088974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3089034.000000 Penalty: 11944.947266
	Iteration 84Q: 3 clusters Score -3089034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3089090.750000 Penalty: 11944.947266
	Iteration 85Q: 3 clusters Score -3089091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3089146.500000 Penalty: 11944.947266
	Iteration 86Q: 3 clusters Score -3089146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3089189.250000 Penalty: 11944.947266
	Iteration 87Q: 3 clusters Score -3089189 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3089246.000000 Penalty: 11944.947266
	Iteration 88Q: 3 clusters Score -3089246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3089326.000000 Penalty: 11944.947266
	Iteration 89Q: 3 clusters Score -3089326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3089369.500000 Penalty: 11944.947266
	Iteration 90Q: 3 clusters Score -3089370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3089413.750000 Penalty: 11944.947266
	Iteration 91Q: 3 clusters Score -3089414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3089447.000000 Penalty: 11944.947266
	Iteration 92Q: 3 clusters Score -3089447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3089465.000000 Penalty: 11944.947266
	Iteration 93Q: 3 clusters Score -3089465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3089507.250000 Penalty: 11944.947266
	Iteration 94Q: 3 clusters Score -3089507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3089520.000000 Penalty: 11944.947266
	Iteration 95Q: 3 clusters Score -3089520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3089539.750000 Penalty: 11944.947266
	Iteration 96Q: 3 clusters Score -3089540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3089543.250000 Penalty: 11944.947266
	Iteration 97Q: 3 clusters Score -3089543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3089545.500000 Penalty: 11944.947266
	Iteration 98Q: 3 clusters Score -3089546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3089554.250000 Penalty: 11944.947266
	Iteration 99Q: 3 clusters Score -3089554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3089557.500000 Penalty: 11944.947266
	Iteration 100F: 3 clusters Score -3089558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3089569.250000 Penalty: 11944.947266
	Iteration 101Q: 3 clusters Score -3089569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3089571.750000 Penalty: 11944.947266
	Iteration 102Q: 3 clusters Score -3089572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3089570.750000 Penalty: 11944.947266
	Iteration 103Q: 3 clusters Score -3089571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3089573.250000 Penalty: 11944.947266
	Iteration 104Q: 3 clusters Score -3089573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3089575.250000 Penalty: 11944.947266
	Iteration 105Q: 3 clusters Score -3089575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3089588.750000 Penalty: 11944.947266
	Iteration 106Q: 3 clusters Score -3089589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3089590.750000 Penalty: 11944.947266
	Iteration 107Q: 3 clusters Score -3089591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3089595.250000 Penalty: 11944.947266
	Iteration 108Q: 3 clusters Score -3089595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3089601.250000 Penalty: 11944.947266
	Iteration 109Q: 3 clusters Score -3089601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3089607.250000 Penalty: 11944.947266
	Iteration 110Q: 3 clusters Score -3089607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3089604.750000 Penalty: 11944.947266
	Iteration 111Q: 3 clusters Score -3089605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3089614.000000 Penalty: 11944.947266
	Iteration 112Q: 3 clusters Score -3089614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3089617.000000 Penalty: 11944.947266
	Iteration 113Q: 3 clusters Score -3089617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3089614.750000 Penalty: 11944.947266
	Iteration 114Q: 3 clusters Score -3089615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3089614.000000 Penalty: 11944.947266
	Iteration 115Q: 3 clusters Score -3089614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3089617.500000 Penalty: 11944.947266
	Iteration 116Q: 3 clusters Score -3089618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3089626.250000 Penalty: 11944.947266
	Iteration 117Q: 3 clusters Score -3089626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3089625.750000 Penalty: 11944.947266
	Iteration 118Q: 3 clusters Score -3089626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3089627.500000 Penalty: 11944.947266
	Iteration 119Q: 3 clusters Score -3089628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3089630.750000 Penalty: 11944.947266
	Iteration 120F: 3 clusters Score -3089631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3089626.250000 Penalty: 11944.947266
	Iteration 121Q: 3 clusters Score -3089626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3089626.500000 Penalty: 11944.947266
	Iteration 122Q: 3 clusters Score -3089626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3089630.250000 Penalty: 11944.947266
	Iteration 123Q: 3 clusters Score -3089630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3089627.500000 Penalty: 11944.947266
	Iteration 124Q: 3 clusters Score -3089628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3089636.750000 Penalty: 11944.947266
	Iteration 125Q: 3 clusters Score -3089637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3089640.000000 Penalty: 11944.947266
	Iteration 126Q: 3 clusters Score -3089640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3089642.750000 Penalty: 11944.947266
	Iteration 127Q: 3 clusters Score -3089643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3089654.000000 Penalty: 11944.947266
	Iteration 128Q: 3 clusters Score -3089654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3089646.750000 Penalty: 11944.947266
	Iteration 129Q: 3 clusters Score -3089647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3089648.500000 Penalty: 11944.947266
	Iteration 130Q: 3 clusters Score -3089648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3089656.750000 Penalty: 11944.947266
	Iteration 131Q: 3 clusters Score -3089657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3089650.250000 Penalty: 11944.947266
	Iteration 132Q: 3 clusters Score -3089650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3089653.750000 Penalty: 11944.947266
	Iteration 133Q: 3 clusters Score -3089654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3089653.750000 Penalty: 11944.947266
	Iteration 134Q: 3 clusters Score -3089654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3089653.500000 Penalty: 11944.947266
	Iteration 135Q: 3 clusters Score -3089654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3089653.500000 Penalty: 11944.947266
	Iteration 136F: 3 clusters Score -3089654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Entering Unmasked Estep 
Score: -31840720.000000 Penalty: 7399.312012
	Iteration 0F: 2 clusters Score -3.184072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -31721962.000000 Penalty: 14798.624023
	Iteration 0F: 3 clusters Score -3.172196e+07 nChanged 82649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -31768068.000000 Penalty: 14798.624023
	Iteration 1F: 3 clusters Score -3.176807e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -31769204.000000 Penalty: 14798.624023
	Iteration 2Q: 3 clusters Score -3.17692e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -31770500.000000 Penalty: 14798.624023
	Iteration 3Q: 3 clusters Score -3.17705e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -31771658.000000 Penalty: 14798.624023
	Iteration 4Q: 3 clusters Score -3.177166e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -31772932.000000 Penalty: 14798.624023
	Iteration 5Q: 3 clusters Score -3.177293e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -31774380.000000 Penalty: 14798.624023
	Iteration 6Q: 3 clusters Score -3.177438e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -31776384.000000 Penalty: 14798.624023
	Iteration 7Q: 3 clusters Score -3.177638e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -31779632.000000 Penalty: 14798.624023
	Iteration 8Q: 3 clusters Score -3.177963e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -31785032.000000 Penalty: 14798.624023
	Iteration 9F: 3 clusters Score -3.178503e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -31792678.000000 Penalty: 14798.624023
	Iteration 10F: 3 clusters Score -3.179268e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 134013 members 
Entering Unmasked Estep 
Score: -31802820.000000 Penalty: 14798.624023
	Iteration 11F: 3 clusters Score -3.180282e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -31812190.000000 Penalty: 14798.624023
	Iteration 12F: 3 clusters Score -3.181219e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 154546 members 
Entering Unmasked Estep 
Score: -31819706.000000 Penalty: 14798.624023
	Iteration 13F: 3 clusters Score -3.181971e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 161104 members 
Entering Unmasked Estep 
Score: -31824872.000000 Penalty: 14798.624023
	Iteration 14Q: 3 clusters Score -3.182487e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -31828518.000000 Penalty: 14798.624023
	Iteration 15Q: 3 clusters Score -3.182852e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -31830520.000000 Penalty: 14798.624023
	Iteration 16Q: 3 clusters Score -3.183052e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 169738 members 
Entering Unmasked Estep 
Score: -31831572.000000 Penalty: 14798.624023
	Iteration 17Q: 3 clusters Score -3.183157e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -31832342.000000 Penalty: 14798.624023
	Iteration 18Q: 3 clusters Score -3.183234e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -31832790.000000 Penalty: 14798.624023
	Iteration 19Q: 3 clusters Score -3.183279e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -31833140.000000 Penalty: 14798.624023
	Iteration 20F: 3 clusters Score -3.183314e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -31833300.000000 Penalty: 14798.624023
	Iteration 21Q: 3 clusters Score -3.18333e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 172734 members 
Entering Unmasked Estep 
Score: -31833566.000000 Penalty: 14798.624023
	Iteration 22Q: 3 clusters Score -3.183357e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 172951 members 
Entering Unmasked Estep 
Score: -31833694.000000 Penalty: 14798.624023
	Iteration 23Q: 3 clusters Score -3.183369e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -31833738.000000 Penalty: 14798.624023
	Iteration 24Q: 3 clusters Score -3.183374e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -31833828.000000 Penalty: 14798.624023
	Iteration 25Q: 3 clusters Score -3.183383e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 173451 members 
Entering Unmasked Estep 
Score: -31833954.000000 Penalty: 14798.624023
	Iteration 26Q: 3 clusters Score -3.183395e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 173564 members 
Entering Unmasked Estep 
Score: -31834002.000000 Penalty: 14798.624023
	Iteration 27Q: 3 clusters Score -3.1834e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 173658 members 
Entering Unmasked Estep 
Score: -31834032.000000 Penalty: 14798.624023
	Iteration 28Q: 3 clusters Score -3.183403e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 173728 members 
Entering Unmasked Estep 
Score: -31834090.000000 Penalty: 14798.624023
	Iteration 29Q: 3 clusters Score -3.183409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 173773 members 
Entering Unmasked Estep 
Score: -31834120.000000 Penalty: 14798.624023
	Iteration 30Q: 3 clusters Score -3.183412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 173813 members 
Entering Unmasked Estep 
Score: -31834140.000000 Penalty: 14798.624023
	Iteration 31Q: 3 clusters Score -3.183414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -31834202.000000 Penalty: 14798.624023
	Iteration 32Q: 3 clusters Score -3.18342e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 173901 members 
Entering Unmasked Estep 
Score: -31834208.000000 Penalty: 14798.624023
	Iteration 33Q: 3 clusters Score -3.183421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -31834196.000000 Penalty: 14798.624023
	Iteration 34Q: 3 clusters Score -3.18342e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -31834208.000000 Penalty: 14798.624023
	Iteration 35Q: 3 clusters Score -3.183421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -31834202.000000 Penalty: 14798.624023
	Iteration 36Q: 3 clusters Score -3.18342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -31834254.000000 Penalty: 14798.624023
	Iteration 37Q: 3 clusters Score -3.183425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -31834238.000000 Penalty: 14798.624023
	Iteration 38Q: 3 clusters Score -3.183424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 174082 members 
Entering Unmasked Estep 
Score: -31834210.000000 Penalty: 14798.624023
	Iteration 39Q: 3 clusters Score -3.183421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 174092 members 
Entering Unmasked Estep 
Score: -31834244.000000 Penalty: 14798.624023
	Iteration 40F: 3 clusters Score -3.183424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -31834262.000000 Penalty: 14798.624023
	Iteration 41Q: 3 clusters Score -3.183426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -31834254.000000 Penalty: 14798.624023
	Iteration 42Q: 3 clusters Score -3.183425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 174128 members 
Entering Unmasked Estep 
Score: -31834268.000000 Penalty: 14798.624023
	Iteration 43Q: 3 clusters Score -3.183427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -31834250.000000 Penalty: 14798.624023
	Iteration 44Q: 3 clusters Score -3.183425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -31834222.000000 Penalty: 14798.624023
	Iteration 45Q: 3 clusters Score -3.183422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -31834230.000000 Penalty: 14798.624023
	Iteration 46Q: 3 clusters Score -3.183423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -31834232.000000 Penalty: 14798.624023
	Iteration 47Q: 3 clusters Score -3.183423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -31834242.000000 Penalty: 14798.624023
	Iteration 48Q: 3 clusters Score -3.183424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -31834240.000000 Penalty: 14798.624023
	Iteration 49Q: 3 clusters Score -3.183424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -31834244.000000 Penalty: 14798.624023
	Iteration 50Q: 3 clusters Score -3.183424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -31834274.000000 Penalty: 14798.624023
	Iteration 51Q: 3 clusters Score -3.183427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -31834264.000000 Penalty: 14798.624023
	Iteration 52Q: 3 clusters Score -3.183426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -31834296.000000 Penalty: 14798.624023
	Iteration 53Q: 3 clusters Score -3.18343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -31834298.000000 Penalty: 14798.624023
	Iteration 54Q: 3 clusters Score -3.18343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 174223 members 
Entering Unmasked Estep 
Score: -31834290.000000 Penalty: 14798.624023
	Iteration 55Q: 3 clusters Score -3.183429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 174230 members 
Entering Unmasked Estep 
Score: -31834286.000000 Penalty: 14798.624023
	Iteration 56Q: 3 clusters Score -3.183429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -31834310.000000 Penalty: 14798.624023
	Iteration 57Q: 3 clusters Score -3.183431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 174244 members 
Entering Unmasked Estep 
Score: -31834300.000000 Penalty: 14798.624023
	Iteration 58Q: 3 clusters Score -3.18343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -31834280.000000 Penalty: 14798.624023
	Iteration 59Q: 3 clusters Score -3.183428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 174250 members 
Entering Unmasked Estep 
Score: -31834306.000000 Penalty: 14798.624023
	Iteration 60F: 3 clusters Score -3.183431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 174252 members 
Entering Unmasked Estep 
Score: -31834312.000000 Penalty: 14798.624023
	Iteration 61Q: 3 clusters Score -3.183431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -31834306.000000 Penalty: 14798.624023
	Iteration 62Q: 3 clusters Score -3.183431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -31834310.000000 Penalty: 14798.624023
	Iteration 63Q: 3 clusters Score -3.183431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 174266 members 
Entering Unmasked Estep 
Score: -31834304.000000 Penalty: 14798.624023
	Iteration 64Q: 3 clusters Score -3.18343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -31834310.000000 Penalty: 14798.624023
	Iteration 65Q: 3 clusters Score -3.183431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -31834312.000000 Penalty: 14798.624023
	Iteration 66Q: 3 clusters Score -3.183431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 174271 members 
Entering Unmasked Estep 
Score: -31834304.000000 Penalty: 14798.624023
	Iteration 67Q: 3 clusters Score -3.18343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 174272 members 
Entering Unmasked Estep 
Score: -31834306.000000 Penalty: 14798.624023
	Iteration 68Q: 3 clusters Score -3.183431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 174274 members 
Entering Unmasked Estep 
Score: -31834302.000000 Penalty: 14798.624023
	Iteration 69Q: 3 clusters Score -3.18343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -31834296.000000 Penalty: 14798.624023
	Iteration 70Q: 3 clusters Score -3.18343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -31834316.000000 Penalty: 14798.624023
	Iteration 71Q: 3 clusters Score -3.183432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 174289 members 
Entering Unmasked Estep 
Score: -31834320.000000 Penalty: 14798.624023
	Iteration 72Q: 3 clusters Score -3.183432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -31834316.000000 Penalty: 14798.624023
	Iteration 73Q: 3 clusters Score -3.183432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 174295 members 
Entering Unmasked Estep 
Score: -31834302.000000 Penalty: 14798.624023
	Iteration 74Q: 3 clusters Score -3.18343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 174298 members 
Entering Unmasked Estep 
Score: -31834298.000000 Penalty: 14798.624023
	Iteration 75Q: 3 clusters Score -3.18343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -31834298.000000 Penalty: 14798.624023
	Iteration 76Q: 3 clusters Score -3.18343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -31834300.000000 Penalty: 14798.624023
	Iteration 77Q: 3 clusters Score -3.18343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -31834304.000000 Penalty: 14798.624023
	Iteration 78Q: 3 clusters Score -3.18343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -31834304.000000 Penalty: 14798.624023
	Iteration 79F: 3 clusters Score -3.18343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -344641.250000 Penalty: 4638.158203
	Iteration 0F: 2 clusters Score -344641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -339737.093750 Penalty: 9276.316406
	Iteration 0F: 3 clusters Score -339737.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -340309.875000 Penalty: 9276.316406
	Iteration 1F: 3 clusters Score -340309.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -340467.468750 Penalty: 9276.316406
	Iteration 2Q: 3 clusters Score -340467.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -340605.375000 Penalty: 9276.316406
	Iteration 3Q: 3 clusters Score -340605.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -340736.218750 Penalty: 9276.316406
	Iteration 4Q: 3 clusters Score -340736.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -340899.968750 Penalty: 9276.316406
	Iteration 5Q: 3 clusters Score -340900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -341126.906250 Penalty: 9276.316406
	Iteration 6Q: 3 clusters Score -341126.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -341433.468750 Penalty: 9276.316406
	Iteration 7Q: 3 clusters Score -341433.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -341801.593750 Penalty: 9276.316406
	Iteration 8Q: 3 clusters Score -341801.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -342093.093750 Penalty: 9276.316406
	Iteration 9Q: 3 clusters Score -342093.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342331.656250 Penalty: 9276.316406
	Iteration 10Q: 3 clusters Score -342331.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -342517.281250 Penalty: 9276.316406
	Iteration 11Q: 3 clusters Score -342517.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -342720.156250 Penalty: 9276.316406
	Iteration 12Q: 3 clusters Score -342720.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342848.218750 Penalty: 9276.316406
	Iteration 13Q: 3 clusters Score -342848.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -342956.718750 Penalty: 9276.316406
	Iteration 14Q: 3 clusters Score -342956.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -343026.406250 Penalty: 9276.316406
	Iteration 15Q: 3 clusters Score -343026.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -343085.687500 Penalty: 9276.316406
	Iteration 16Q: 3 clusters Score -343085.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -343146.875000 Penalty: 9276.316406
	Iteration 17Q: 3 clusters Score -343146.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -343196.812500 Penalty: 9276.316406
	Iteration 18Q: 3 clusters Score -343196.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -343247.406250 Penalty: 9276.316406
	Iteration 19Q: 3 clusters Score -343247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -343280.593750 Penalty: 9276.316406
	Iteration 20F: 3 clusters Score -343280.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -343341.531250 Penalty: 9276.316406
	Iteration 21Q: 3 clusters Score -343341.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -343391.937500 Penalty: 9276.316406
	Iteration 22Q: 3 clusters Score -343391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -343426.375000 Penalty: 9276.316406
	Iteration 23Q: 3 clusters Score -343426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -343446.437500 Penalty: 9276.316406
	Iteration 24Q: 3 clusters Score -343446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -343455.000000 Penalty: 9276.316406
	Iteration 25Q: 3 clusters Score -343455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -343455.000000 Penalty: 9276.316406
	Iteration 26F: 3 clusters Score -343455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Entering Unmasked Estep 
Score: -7877365.500000 Penalty: 6535.433105
	Iteration 0F: 2 clusters Score -7877366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -7846145.500000 Penalty: 13070.866211
	Iteration 0F: 3 clusters Score -7846146 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -7856100.500000 Penalty: 13070.866211
	Iteration 1F: 3 clusters Score -7856100 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7857029.500000 Penalty: 13070.866211
	Iteration 2F: 3 clusters Score -7857030 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -7857690.000000 Penalty: 13070.866211
	Iteration 3Q: 3 clusters Score -7857690 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -7858373.000000 Penalty: 13070.866211
	Iteration 4Q: 3 clusters Score -7858373 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -7859032.500000 Penalty: 13070.866211
	Iteration 5Q: 3 clusters Score -7859032 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -7859786.500000 Penalty: 13070.866211
	Iteration 6Q: 3 clusters Score -7859786 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -7860673.500000 Penalty: 13070.866211
	Iteration 7Q: 3 clusters Score -7860674 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -7861698.000000 Penalty: 13070.866211
	Iteration 8Q: 3 clusters Score -7861698 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -7862758.000000 Penalty: 13070.866211
	Iteration 9Q: 3 clusters Score -7862758 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7863832.500000 Penalty: 13070.866211
	Iteration 10Q: 3 clusters Score -7863832 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -7864927.500000 Penalty: 13070.866211
	Iteration 11Q: 3 clusters Score -7864928 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -7865903.500000 Penalty: 13070.866211
	Iteration 12Q: 3 clusters Score -7865904 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -7866848.000000 Penalty: 13070.866211
	Iteration 13Q: 3 clusters Score -7866848 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -7867706.500000 Penalty: 13070.866211
	Iteration 14Q: 3 clusters Score -7867706 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -7868521.500000 Penalty: 13070.866211
	Iteration 15Q: 3 clusters Score -7868522 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -7869287.000000 Penalty: 13070.866211
	Iteration 16Q: 3 clusters Score -7869287 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -7869969.500000 Penalty: 13070.866211
	Iteration 17Q: 3 clusters Score -7869970 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -7870497.000000 Penalty: 13070.866211
	Iteration 18Q: 3 clusters Score -7870497 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7870995.000000 Penalty: 13070.866211
	Iteration 19Q: 3 clusters Score -7870995 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -7871480.000000 Penalty: 13070.866211
	Iteration 20F: 3 clusters Score -7871480 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -7871881.000000 Penalty: 13070.866211
	Iteration 21Q: 3 clusters Score -7871881 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -7872233.000000 Penalty: 13070.866211
	Iteration 22Q: 3 clusters Score -7872233 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -7872502.500000 Penalty: 13070.866211
	Iteration 23Q: 3 clusters Score -7872502 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7872661.000000 Penalty: 13070.866211
	Iteration 24Q: 3 clusters Score -7872661 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7872780.500000 Penalty: 13070.866211
	Iteration 25Q: 3 clusters Score -7872780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7872915.000000 Penalty: 13070.866211
	Iteration 26Q: 3 clusters Score -7872915 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -7873009.500000 Penalty: 13070.866211
	Iteration 27Q: 3 clusters Score -7873010 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7873111.500000 Penalty: 13070.866211
	Iteration 28Q: 3 clusters Score -7873112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -7873141.000000 Penalty: 13070.866211
	Iteration 29Q: 3 clusters Score -7873141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -7873184.500000 Penalty: 13070.866211
	Iteration 30Q: 3 clusters Score -7873184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -7873207.500000 Penalty: 13070.866211
	Iteration 31Q: 3 clusters Score -7873208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -7873242.000000 Penalty: 13070.866211
	Iteration 32Q: 3 clusters Score -7873242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -7873252.500000 Penalty: 13070.866211
	Iteration 33Q: 3 clusters Score -7873252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7873275.000000 Penalty: 13070.866211
	Iteration 34Q: 3 clusters Score -7873275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -7873283.000000 Penalty: 13070.866211
	Iteration 35Q: 3 clusters Score -7873283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -7873299.500000 Penalty: 13070.866211
	Iteration 36Q: 3 clusters Score -7873300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7873308.500000 Penalty: 13070.866211
	Iteration 37Q: 3 clusters Score -7873308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7873319.000000 Penalty: 13070.866211
	Iteration 38Q: 3 clusters Score -7873319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7873301.000000 Penalty: 13070.866211
	Iteration 39Q: 3 clusters Score -7873301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7873317.500000 Penalty: 13070.866211
	Iteration 40F: 3 clusters Score -7873318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7873323.500000 Penalty: 13070.866211
	Iteration 41Q: 3 clusters Score -7873324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7873320.000000 Penalty: 13070.866211
	Iteration 42Q: 3 clusters Score -7873320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -7873330.500000 Penalty: 13070.866211
	Iteration 43Q: 3 clusters Score -7873330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -7873332.000000 Penalty: 13070.866211
	Iteration 44Q: 3 clusters Score -7873332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7873323.000000 Penalty: 13070.866211
	Iteration 45Q: 3 clusters Score -7873323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7873329.500000 Penalty: 13070.866211
	Iteration 46Q: 3 clusters Score -7873330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7873329.500000 Penalty: 13070.866211
	Iteration 47F: 3 clusters Score -7873330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -1360878.625000 Penalty: 5483.866699
	Iteration 0F: 2 clusters Score -1360879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1352161.000000 Penalty: 10967.733398
	Iteration 0F: 3 clusters Score -1352161 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1353760.250000 Penalty: 10967.733398
	Iteration 1F: 3 clusters Score -1353760 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1354127.250000 Penalty: 10967.733398
	Iteration 2F: 3 clusters Score -1354127 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1354333.375000 Penalty: 10967.733398
	Iteration 3Q: 3 clusters Score -1354333 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1354489.375000 Penalty: 10967.733398
	Iteration 4Q: 3 clusters Score -1354489 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1354630.375000 Penalty: 10967.733398
	Iteration 5Q: 3 clusters Score -1354630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1354758.875000 Penalty: 10967.733398
	Iteration 6Q: 3 clusters Score -1354759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1354902.375000 Penalty: 10967.733398
	Iteration 7Q: 3 clusters Score -1354902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1355063.625000 Penalty: 10967.733398
	Iteration 8Q: 3 clusters Score -1355064 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1355269.250000 Penalty: 10967.733398
	Iteration 9Q: 3 clusters Score -1355269 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1355509.125000 Penalty: 10967.733398
	Iteration 10Q: 3 clusters Score -1355509 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1355780.750000 Penalty: 10967.733398
	Iteration 11Q: 3 clusters Score -1355781 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1356050.625000 Penalty: 10967.733398
	Iteration 12Q: 3 clusters Score -1356051 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1356309.375000 Penalty: 10967.733398
	Iteration 13Q: 3 clusters Score -1356309 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1356520.750000 Penalty: 10967.733398
	Iteration 14Q: 3 clusters Score -1356521 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1356684.750000 Penalty: 10967.733398
	Iteration 15Q: 3 clusters Score -1356685 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1356816.875000 Penalty: 10967.733398
	Iteration 16Q: 3 clusters Score -1356817 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1356925.875000 Penalty: 10967.733398
	Iteration 17Q: 3 clusters Score -1356926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1357003.875000 Penalty: 10967.733398
	Iteration 18Q: 3 clusters Score -1357004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1357078.375000 Penalty: 10967.733398
	Iteration 19Q: 3 clusters Score -1357078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1357127.500000 Penalty: 10967.733398
	Iteration 20F: 3 clusters Score -1357128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1357171.125000 Penalty: 10967.733398
	Iteration 21Q: 3 clusters Score -1357171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1357202.125000 Penalty: 10967.733398
	Iteration 22Q: 3 clusters Score -1357202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1357230.625000 Penalty: 10967.733398
	Iteration 23Q: 3 clusters Score -1357231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1357255.875000 Penalty: 10967.733398
	Iteration 24Q: 3 clusters Score -1357256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1357268.000000 Penalty: 10967.733398
	Iteration 25Q: 3 clusters Score -1357268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1357277.000000 Penalty: 10967.733398
	Iteration 26Q: 3 clusters Score -1357277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1357284.000000 Penalty: 10967.733398
	Iteration 27Q: 3 clusters Score -1357284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1357289.750000 Penalty: 10967.733398
	Iteration 28Q: 3 clusters Score -1357290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1357296.000000 Penalty: 10967.733398
	Iteration 29Q: 3 clusters Score -1357296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1357299.250000 Penalty: 10967.733398
	Iteration 30Q: 3 clusters Score -1357299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1357313.000000 Penalty: 10967.733398
	Iteration 31Q: 3 clusters Score -1357313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1357315.625000 Penalty: 10967.733398
	Iteration 32Q: 3 clusters Score -1357316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1357323.500000 Penalty: 10967.733398
	Iteration 33Q: 3 clusters Score -1357324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1357325.375000 Penalty: 10967.733398
	Iteration 34Q: 3 clusters Score -1357325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1357328.000000 Penalty: 10967.733398
	Iteration 35Q: 3 clusters Score -1357328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1357327.375000 Penalty: 10967.733398
	Iteration 36Q: 3 clusters Score -1357327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1357330.625000 Penalty: 10967.733398
	Iteration 37Q: 3 clusters Score -1357331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1357330.000000 Penalty: 10967.733398
	Iteration 38Q: 3 clusters Score -1357330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1357334.000000 Penalty: 10967.733398
	Iteration 39Q: 3 clusters Score -1357334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1357335.500000 Penalty: 10967.733398
	Iteration 40F: 3 clusters Score -1357336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1357336.250000 Penalty: 10967.733398
	Iteration 41Q: 3 clusters Score -1357336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1357336.500000 Penalty: 10967.733398
	Iteration 42Q: 3 clusters Score -1357336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1357340.250000 Penalty: 10967.733398
	Iteration 43Q: 3 clusters Score -1357340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1357341.875000 Penalty: 10967.733398
	Iteration 44Q: 3 clusters Score -1357342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1357343.500000 Penalty: 10967.733398
	Iteration 45Q: 3 clusters Score -1357344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1357343.500000 Penalty: 10967.733398
	Iteration 46F: 3 clusters Score -1357344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Entering Unmasked Estep 
Score: -11548586.000000 Penalty: 6775.803223
	Iteration 0F: 2 clusters Score -1.154859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -11503690.000000 Penalty: 13551.606445
	Iteration 0F: 3 clusters Score -1.150369e+07 nChanged 28598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -11519064.000000 Penalty: 13551.606445
	Iteration 1F: 3 clusters Score -1.151906e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -11519870.000000 Penalty: 13551.606445
	Iteration 2Q: 3 clusters Score -1.151987e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -11520502.000000 Penalty: 13551.606445
	Iteration 3Q: 3 clusters Score -1.15205e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -11521120.000000 Penalty: 13551.606445
	Iteration 4Q: 3 clusters Score -1.152112e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -11521509.000000 Penalty: 13551.606445
	Iteration 5Q: 3 clusters Score -1.152151e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -11521890.000000 Penalty: 13551.606445
	Iteration 6Q: 3 clusters Score -1.152189e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -11522202.000000 Penalty: 13551.606445
	Iteration 7Q: 3 clusters Score -1.15222e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -11522564.000000 Penalty: 13551.606445
	Iteration 8Q: 3 clusters Score -1.152256e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -11522914.000000 Penalty: 13551.606445
	Iteration 9Q: 3 clusters Score -1.152291e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -11523321.000000 Penalty: 13551.606445
	Iteration 10Q: 3 clusters Score -1.152332e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -11523937.000000 Penalty: 13551.606445
	Iteration 11Q: 3 clusters Score -1.152394e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -11524579.000000 Penalty: 13551.606445
	Iteration 12Q: 3 clusters Score -1.152458e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -11525503.000000 Penalty: 13551.606445
	Iteration 13Q: 3 clusters Score -1.15255e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -11526682.000000 Penalty: 13551.606445
	Iteration 14Q: 3 clusters Score -1.152668e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -11528293.000000 Penalty: 13551.606445
	Iteration 15Q: 3 clusters Score -1.152829e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -11530069.000000 Penalty: 13551.606445
	Iteration 16Q: 3 clusters Score -1.153007e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -11532036.000000 Penalty: 13551.606445
	Iteration 17Q: 3 clusters Score -1.153204e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -11534134.000000 Penalty: 13551.606445
	Iteration 18Q: 3 clusters Score -1.153413e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -11536237.000000 Penalty: 13551.606445
	Iteration 19Q: 3 clusters Score -1.153624e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -11538057.000000 Penalty: 13551.606445
	Iteration 20F: 3 clusters Score -1.153806e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -11539431.000000 Penalty: 13551.606445
	Iteration 21Q: 3 clusters Score -1.153943e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -11540417.000000 Penalty: 13551.606445
	Iteration 22Q: 3 clusters Score -1.154042e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -11541190.000000 Penalty: 13551.606445
	Iteration 23Q: 3 clusters Score -1.154119e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11541650.000000 Penalty: 13551.606445
	Iteration 24Q: 3 clusters Score -1.154165e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -11541950.000000 Penalty: 13551.606445
	Iteration 25Q: 3 clusters Score -1.154195e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11542150.000000 Penalty: 13551.606445
	Iteration 26Q: 3 clusters Score -1.154215e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11542249.000000 Penalty: 13551.606445
	Iteration 27Q: 3 clusters Score -1.154225e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11542316.000000 Penalty: 13551.606445
	Iteration 28Q: 3 clusters Score -1.154232e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11542371.000000 Penalty: 13551.606445
	Iteration 29Q: 3 clusters Score -1.154237e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11542465.000000 Penalty: 13551.606445
	Iteration 30Q: 3 clusters Score -1.154246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11542515.000000 Penalty: 13551.606445
	Iteration 31Q: 3 clusters Score -1.154252e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11542538.000000 Penalty: 13551.606445
	Iteration 32Q: 3 clusters Score -1.154254e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11542578.000000 Penalty: 13551.606445
	Iteration 33Q: 3 clusters Score -1.154258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11542602.000000 Penalty: 13551.606445
	Iteration 34Q: 3 clusters Score -1.15426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11542601.000000 Penalty: 13551.606445
	Iteration 35Q: 3 clusters Score -1.15426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11542604.000000 Penalty: 13551.606445
	Iteration 36Q: 3 clusters Score -1.15426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11542609.000000 Penalty: 13551.606445
	Iteration 37Q: 3 clusters Score -1.154261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11542620.000000 Penalty: 13551.606445
	Iteration 38Q: 3 clusters Score -1.154262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11542640.000000 Penalty: 13551.606445
	Iteration 39Q: 3 clusters Score -1.154264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11542623.000000 Penalty: 13551.606445
	Iteration 40F: 3 clusters Score -1.154262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11542638.000000 Penalty: 13551.606445
	Iteration 41Q: 3 clusters Score -1.154264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11542630.000000 Penalty: 13551.606445
	Iteration 42Q: 3 clusters Score -1.154263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11542630.000000 Penalty: 13551.606445
	Iteration 43Q: 3 clusters Score -1.154263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11542631.000000 Penalty: 13551.606445
	Iteration 44Q: 3 clusters Score -1.154263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11542637.000000 Penalty: 13551.606445
	Iteration 45Q: 3 clusters Score -1.154264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11542650.000000 Penalty: 13551.606445
	Iteration 46Q: 3 clusters Score -1.154265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11542661.000000 Penalty: 13551.606445
	Iteration 47Q: 3 clusters Score -1.154266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11542668.000000 Penalty: 13551.606445
	Iteration 48Q: 3 clusters Score -1.154267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11542664.000000 Penalty: 13551.606445
	Iteration 49Q: 3 clusters Score -1.154266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11542666.000000 Penalty: 13551.606445
	Iteration 50Q: 3 clusters Score -1.154267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11542675.000000 Penalty: 13551.606445
	Iteration 51Q: 3 clusters Score -1.154268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11542671.000000 Penalty: 13551.606445
	Iteration 52Q: 3 clusters Score -1.154267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11542672.000000 Penalty: 13551.606445
	Iteration 53Q: 3 clusters Score -1.154267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11542672.000000 Penalty: 13551.606445
	Iteration 54Q: 3 clusters Score -1.154267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11542684.000000 Penalty: 13551.606445
	Iteration 55Q: 3 clusters Score -1.154268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11542708.000000 Penalty: 13551.606445
	Iteration 56Q: 3 clusters Score -1.154271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11542693.000000 Penalty: 13551.606445
	Iteration 57Q: 3 clusters Score -1.154269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11542697.000000 Penalty: 13551.606445
	Iteration 58Q: 3 clusters Score -1.15427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11542697.000000 Penalty: 13551.606445
	Iteration 59F: 3 clusters Score -1.15427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -377936.406250 Penalty: 4730.411133
	Iteration 0F: 2 clusters Score -377936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -372915.250000 Penalty: 9460.822266
	Iteration 0F: 3 clusters Score -372915.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -373779.218750 Penalty: 9460.822266
	Iteration 1F: 3 clusters Score -373779.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -374036.687500 Penalty: 9460.822266
	Iteration 2F: 3 clusters Score -374036.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -374191.437500 Penalty: 9460.822266
	Iteration 3Q: 3 clusters Score -374191.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -374321.281250 Penalty: 9460.822266
	Iteration 4Q: 3 clusters Score -374321.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -374436.718750 Penalty: 9460.822266
	Iteration 5Q: 3 clusters Score -374436.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -374519.468750 Penalty: 9460.822266
	Iteration 6Q: 3 clusters Score -374519.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -374575.625000 Penalty: 9460.822266
	Iteration 7Q: 3 clusters Score -374575.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -374632.625000 Penalty: 9460.822266
	Iteration 8Q: 3 clusters Score -374632.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -374679.500000 Penalty: 9460.822266
	Iteration 9Q: 3 clusters Score -374679.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -374720.656250 Penalty: 9460.822266
	Iteration 10Q: 3 clusters Score -374720.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -374752.562500 Penalty: 9460.822266
	Iteration 11Q: 3 clusters Score -374752.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -374790.093750 Penalty: 9460.822266
	Iteration 12Q: 3 clusters Score -374790.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -374826.000000 Penalty: 9460.822266
	Iteration 13Q: 3 clusters Score -374826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -374856.531250 Penalty: 9460.822266
	Iteration 14Q: 3 clusters Score -374856.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -374874.875000 Penalty: 9460.822266
	Iteration 15Q: 3 clusters Score -374874.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -374891.156250 Penalty: 9460.822266
	Iteration 16Q: 3 clusters Score -374891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -374900.468750 Penalty: 9460.822266
	Iteration 17Q: 3 clusters Score -374900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -374906.093750 Penalty: 9460.822266
	Iteration 18Q: 3 clusters Score -374906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -374913.343750 Penalty: 9460.822266
	Iteration 19Q: 3 clusters Score -374913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -374941.843750 Penalty: 9460.822266
	Iteration 20F: 3 clusters Score -374941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -374983.437500 Penalty: 9460.822266
	Iteration 21Q: 3 clusters Score -374983.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -375018.781250 Penalty: 9460.822266
	Iteration 22Q: 3 clusters Score -375018.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -375047.562500 Penalty: 9460.822266
	Iteration 23Q: 3 clusters Score -375047.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -375080.718750 Penalty: 9460.822266
	Iteration 24Q: 3 clusters Score -375080.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -375112.812500 Penalty: 9460.822266
	Iteration 25Q: 3 clusters Score -375112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -375191.781250 Penalty: 9460.822266
	Iteration 26Q: 3 clusters Score -375191.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -375220.531250 Penalty: 9460.822266
	Iteration 27Q: 3 clusters Score -375220.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -375236.718750 Penalty: 9460.822266
	Iteration 28Q: 3 clusters Score -375236.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -375258.875000 Penalty: 9460.822266
	Iteration 29Q: 3 clusters Score -375258.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -375282.375000 Penalty: 9460.822266
	Iteration 30Q: 3 clusters Score -375282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -375289.781250 Penalty: 9460.822266
	Iteration 31Q: 3 clusters Score -375289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -375302.062500 Penalty: 9460.822266
	Iteration 32Q: 3 clusters Score -375302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -375306.812500 Penalty: 9460.822266
	Iteration 33Q: 3 clusters Score -375306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -375308.343750 Penalty: 9460.822266
	Iteration 34Q: 3 clusters Score -375308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -375311.718750 Penalty: 9460.822266
	Iteration 35Q: 3 clusters Score -375311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -375315.406250 Penalty: 9460.822266
	Iteration 36Q: 3 clusters Score -375315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -375315.406250 Penalty: 9460.822266
	Iteration 37F: 3 clusters Score -375315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -122851.789062 Penalty: 4138.621094
	Iteration 0F: 2 clusters Score -122851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -119173.515625 Penalty: 8277.242188
	Iteration 0F: 3 clusters Score -119173.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -119647.085938 Penalty: 8277.242188
	Iteration 1F: 3 clusters Score -119647.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119899.835938 Penalty: 8277.242188
	Iteration 2F: 3 clusters Score -119899.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -120083.351562 Penalty: 8277.242188
	Iteration 3Q: 3 clusters Score -120083.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -120250.617188 Penalty: 8277.242188
	Iteration 4Q: 3 clusters Score -120250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -120401.867188 Penalty: 8277.242188
	Iteration 5Q: 3 clusters Score -120401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -120505.062500 Penalty: 8277.242188
	Iteration 6Q: 3 clusters Score -120505.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -120571.265625 Penalty: 8277.242188
	Iteration 7Q: 3 clusters Score -120571.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -120615.398438 Penalty: 8277.242188
	Iteration 8Q: 3 clusters Score -120615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120629.523438 Penalty: 8277.242188
	Iteration 9Q: 3 clusters Score -120629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -120637.242188 Penalty: 8277.242188
	Iteration 10Q: 3 clusters Score -120637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -120653.593750 Penalty: 8277.242188
	Iteration 11Q: 3 clusters Score -120653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -120672.882812 Penalty: 8277.242188
	Iteration 12Q: 3 clusters Score -120672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120689.367188 Penalty: 8277.242188
	Iteration 13Q: 3 clusters Score -120689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120705.226562 Penalty: 8277.242188
	Iteration 14Q: 3 clusters Score -120705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -120713.890625 Penalty: 8277.242188
	Iteration 15Q: 3 clusters Score -120713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -120723.718750 Penalty: 8277.242188
	Iteration 16Q: 3 clusters Score -120723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120729.484375 Penalty: 8277.242188
	Iteration 17Q: 3 clusters Score -120729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120729.484375 Penalty: 8277.242188
	Iteration 18F: 3 clusters Score -120729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -2019826.000000 Penalty: 5710.583496
	Iteration 0F: 2 clusters Score -2019826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2008834.875000 Penalty: 11421.166992
	Iteration 0F: 3 clusters Score -2008835 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2011273.125000 Penalty: 11421.166992
	Iteration 1F: 3 clusters Score -2011273 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2011828.125000 Penalty: 11421.166992
	Iteration 2F: 3 clusters Score -2011828 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2012231.125000 Penalty: 11421.166992
	Iteration 3F: 3 clusters Score -2012231 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2012565.875000 Penalty: 11421.166992
	Iteration 4Q: 3 clusters Score -2012566 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2012878.875000 Penalty: 11421.166992
	Iteration 5Q: 3 clusters Score -2012879 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2013180.000000 Penalty: 11421.166992
	Iteration 6Q: 3 clusters Score -2013180 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2013484.875000 Penalty: 11421.166992
	Iteration 7Q: 3 clusters Score -2013485 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2013823.250000 Penalty: 11421.166992
	Iteration 8Q: 3 clusters Score -2013823 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2014160.750000 Penalty: 11421.166992
	Iteration 9Q: 3 clusters Score -2014161 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2014411.625000 Penalty: 11421.166992
	Iteration 10Q: 3 clusters Score -2014412 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2014584.750000 Penalty: 11421.166992
	Iteration 11Q: 3 clusters Score -2014585 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2014704.125000 Penalty: 11421.166992
	Iteration 12Q: 3 clusters Score -2014704 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2014815.625000 Penalty: 11421.166992
	Iteration 13Q: 3 clusters Score -2014816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2014897.250000 Penalty: 11421.166992
	Iteration 14Q: 3 clusters Score -2014897 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2014965.750000 Penalty: 11421.166992
	Iteration 15Q: 3 clusters Score -2014966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2015003.750000 Penalty: 11421.166992
	Iteration 16Q: 3 clusters Score -2015004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2015050.625000 Penalty: 11421.166992
	Iteration 17Q: 3 clusters Score -2015051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2015071.375000 Penalty: 11421.166992
	Iteration 18Q: 3 clusters Score -2015071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2015098.250000 Penalty: 11421.166992
	Iteration 19Q: 3 clusters Score -2015098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2015129.000000 Penalty: 11421.166992
	Iteration 20F: 3 clusters Score -2015129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2015141.500000 Penalty: 11421.166992
	Iteration 21Q: 3 clusters Score -2015142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2015151.875000 Penalty: 11421.166992
	Iteration 22Q: 3 clusters Score -2015152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2015165.375000 Penalty: 11421.166992
	Iteration 23Q: 3 clusters Score -2015165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2015182.500000 Penalty: 11421.166992
	Iteration 24Q: 3 clusters Score -2015182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2015190.000000 Penalty: 11421.166992
	Iteration 25Q: 3 clusters Score -2015190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2015197.375000 Penalty: 11421.166992
	Iteration 26Q: 3 clusters Score -2015197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2015204.875000 Penalty: 11421.166992
	Iteration 27Q: 3 clusters Score -2015205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2015215.375000 Penalty: 11421.166992
	Iteration 28Q: 3 clusters Score -2015215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2015216.625000 Penalty: 11421.166992
	Iteration 29Q: 3 clusters Score -2015217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2015226.750000 Penalty: 11421.166992
	Iteration 30Q: 3 clusters Score -2015227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2015228.750000 Penalty: 11421.166992
	Iteration 31Q: 3 clusters Score -2015229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2015234.750000 Penalty: 11421.166992
	Iteration 32Q: 3 clusters Score -2015235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2015243.125000 Penalty: 11421.166992
	Iteration 33Q: 3 clusters Score -2015243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2015246.750000 Penalty: 11421.166992
	Iteration 34Q: 3 clusters Score -2015247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2015247.000000 Penalty: 11421.166992
	Iteration 35Q: 3 clusters Score -2015247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2015255.000000 Penalty: 11421.166992
	Iteration 36Q: 3 clusters Score -2015255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2015249.750000 Penalty: 11421.166992
	Iteration 37Q: 3 clusters Score -2015250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2015248.000000 Penalty: 11421.166992
	Iteration 38Q: 3 clusters Score -2015248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2015250.750000 Penalty: 11421.166992
	Iteration 39Q: 3 clusters Score -2015251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2015250.000000 Penalty: 11421.166992
	Iteration 40F: 3 clusters Score -2015250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2015257.375000 Penalty: 11421.166992
	Iteration 41Q: 3 clusters Score -2015257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2015254.250000 Penalty: 11421.166992
	Iteration 42Q: 3 clusters Score -2015254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2015255.250000 Penalty: 11421.166992
	Iteration 43Q: 3 clusters Score -2015255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2015254.750000 Penalty: 11421.166992
	Iteration 44Q: 3 clusters Score -2015255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2015254.750000 Penalty: 11421.166992
	Iteration 45F: 3 clusters Score -2015255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Entering Unmasked Estep 
Score: -1364746.750000 Penalty: 5505.040527
	Iteration 0F: 2 clusters Score -1364747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1355833.625000 Penalty: 11010.081055
	Iteration 0F: 3 clusters Score -1355834 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1357647.000000 Penalty: 11010.081055
	Iteration 1F: 3 clusters Score -1357647 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1358071.625000 Penalty: 11010.081055
	Iteration 2F: 3 clusters Score -1358072 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1358290.875000 Penalty: 11010.081055
	Iteration 3Q: 3 clusters Score -1358291 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1358477.750000 Penalty: 11010.081055
	Iteration 4Q: 3 clusters Score -1358478 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1358631.500000 Penalty: 11010.081055
	Iteration 5Q: 3 clusters Score -1358632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1358779.125000 Penalty: 11010.081055
	Iteration 6Q: 3 clusters Score -1358779 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1358913.750000 Penalty: 11010.081055
	Iteration 7Q: 3 clusters Score -1358914 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1359040.875000 Penalty: 11010.081055
	Iteration 8Q: 3 clusters Score -1359041 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1359153.000000 Penalty: 11010.081055
	Iteration 9Q: 3 clusters Score -1359153 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1359247.000000 Penalty: 11010.081055
	Iteration 10Q: 3 clusters Score -1359247 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1359337.875000 Penalty: 11010.081055
	Iteration 11Q: 3 clusters Score -1359338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1359405.125000 Penalty: 11010.081055
	Iteration 12Q: 3 clusters Score -1359405 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1359469.375000 Penalty: 11010.081055
	Iteration 13Q: 3 clusters Score -1359469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1359542.875000 Penalty: 11010.081055
	Iteration 14Q: 3 clusters Score -1359543 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1359590.375000 Penalty: 11010.081055
	Iteration 15Q: 3 clusters Score -1359590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1359639.250000 Penalty: 11010.081055
	Iteration 16Q: 3 clusters Score -1359639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1359674.875000 Penalty: 11010.081055
	Iteration 17Q: 3 clusters Score -1359675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1359706.250000 Penalty: 11010.081055
	Iteration 18Q: 3 clusters Score -1359706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1359734.125000 Penalty: 11010.081055
	Iteration 19Q: 3 clusters Score -1359734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1359747.750000 Penalty: 11010.081055
	Iteration 20F: 3 clusters Score -1359748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1359765.750000 Penalty: 11010.081055
	Iteration 21Q: 3 clusters Score -1359766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1359773.125000 Penalty: 11010.081055
	Iteration 22Q: 3 clusters Score -1359773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1359792.875000 Penalty: 11010.081055
	Iteration 23Q: 3 clusters Score -1359793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1359806.750000 Penalty: 11010.081055
	Iteration 24Q: 3 clusters Score -1359807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1359822.250000 Penalty: 11010.081055
	Iteration 25Q: 3 clusters Score -1359822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1359840.250000 Penalty: 11010.081055
	Iteration 26Q: 3 clusters Score -1359840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1359856.750000 Penalty: 11010.081055
	Iteration 27Q: 3 clusters Score -1359857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1359881.625000 Penalty: 11010.081055
	Iteration 28Q: 3 clusters Score -1359882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1359900.875000 Penalty: 11010.081055
	Iteration 29Q: 3 clusters Score -1359901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1359920.250000 Penalty: 11010.081055
	Iteration 30Q: 3 clusters Score -1359920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1359937.625000 Penalty: 11010.081055
	Iteration 31Q: 3 clusters Score -1359938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1359958.125000 Penalty: 11010.081055
	Iteration 32Q: 3 clusters Score -1359958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1359982.750000 Penalty: 11010.081055
	Iteration 33Q: 3 clusters Score -1359983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1359999.375000 Penalty: 11010.081055
	Iteration 34Q: 3 clusters Score -1359999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1360026.500000 Penalty: 11010.081055
	Iteration 35Q: 3 clusters Score -1360026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1360044.375000 Penalty: 11010.081055
	Iteration 36Q: 3 clusters Score -1360044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1360063.125000 Penalty: 11010.081055
	Iteration 37Q: 3 clusters Score -1360063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1360079.125000 Penalty: 11010.081055
	Iteration 38Q: 3 clusters Score -1360079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1360094.625000 Penalty: 11010.081055
	Iteration 39Q: 3 clusters Score -1360095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1360100.875000 Penalty: 11010.081055
	Iteration 40F: 3 clusters Score -1360101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1360111.750000 Penalty: 11010.081055
	Iteration 41Q: 3 clusters Score -1360112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1360118.875000 Penalty: 11010.081055
	Iteration 42Q: 3 clusters Score -1360119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1360123.625000 Penalty: 11010.081055
	Iteration 43Q: 3 clusters Score -1360124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1360136.125000 Penalty: 11010.081055
	Iteration 44Q: 3 clusters Score -1360136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1360145.500000 Penalty: 11010.081055
	Iteration 45Q: 3 clusters Score -1360146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1360153.125000 Penalty: 11010.081055
	Iteration 46Q: 3 clusters Score -1360153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1360157.500000 Penalty: 11010.081055
	Iteration 47Q: 3 clusters Score -1360158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1360162.750000 Penalty: 11010.081055
	Iteration 48Q: 3 clusters Score -1360163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1360166.750000 Penalty: 11010.081055
	Iteration 49Q: 3 clusters Score -1360167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1360167.000000 Penalty: 11010.081055
	Iteration 50Q: 3 clusters Score -1360167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1360167.000000 Penalty: 11010.081055
	Iteration 51Q: 3 clusters Score -1360167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1360167.250000 Penalty: 11010.081055
	Iteration 52Q: 3 clusters Score -1360167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1360168.875000 Penalty: 11010.081055
	Iteration 53Q: 3 clusters Score -1360169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1360168.875000 Penalty: 11010.081055
	Iteration 54F: 3 clusters Score -1360169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Entering Unmasked Estep 
Score: -6375682.000000 Penalty: 6405.140625
	Iteration 0F: 2 clusters Score -6375682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6349766.000000 Penalty: 12810.281250
	Iteration 0F: 3 clusters Score -6349766 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -6357690.000000 Penalty: 12810.281250
	Iteration 1F: 3 clusters Score -6357690 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -6358527.500000 Penalty: 12810.281250
	Iteration 2F: 3 clusters Score -6358528 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -6359104.500000 Penalty: 12810.281250
	Iteration 3Q: 3 clusters Score -6359104 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -6359587.500000 Penalty: 12810.281250
	Iteration 4Q: 3 clusters Score -6359588 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -6360055.000000 Penalty: 12810.281250
	Iteration 5Q: 3 clusters Score -6360055 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -6360471.000000 Penalty: 12810.281250
	Iteration 6Q: 3 clusters Score -6360471 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -6360979.000000 Penalty: 12810.281250
	Iteration 7Q: 3 clusters Score -6360979 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6361511.000000 Penalty: 12810.281250
	Iteration 8Q: 3 clusters Score -6361511 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -6362237.500000 Penalty: 12810.281250
	Iteration 9Q: 3 clusters Score -6362238 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6363061.000000 Penalty: 12810.281250
	Iteration 10Q: 3 clusters Score -6363061 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -6364042.500000 Penalty: 12810.281250
	Iteration 11Q: 3 clusters Score -6364042 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6365158.500000 Penalty: 12810.281250
	Iteration 12Q: 3 clusters Score -6365158 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -6366323.000000 Penalty: 12810.281250
	Iteration 13Q: 3 clusters Score -6366323 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -6367383.000000 Penalty: 12810.281250
	Iteration 14Q: 3 clusters Score -6367383 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6368123.500000 Penalty: 12810.281250
	Iteration 15Q: 3 clusters Score -6368124 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -6368699.000000 Penalty: 12810.281250
	Iteration 16Q: 3 clusters Score -6368699 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -6369104.000000 Penalty: 12810.281250
	Iteration 17Q: 3 clusters Score -6369104 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -6369382.000000 Penalty: 12810.281250
	Iteration 18Q: 3 clusters Score -6369382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -6369556.500000 Penalty: 12810.281250
	Iteration 19Q: 3 clusters Score -6369556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -6369665.500000 Penalty: 12810.281250
	Iteration 20F: 3 clusters Score -6369666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -6369742.000000 Penalty: 12810.281250
	Iteration 21Q: 3 clusters Score -6369742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6369825.000000 Penalty: 12810.281250
	Iteration 22Q: 3 clusters Score -6369825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -6369903.000000 Penalty: 12810.281250
	Iteration 23Q: 3 clusters Score -6369903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6369921.000000 Penalty: 12810.281250
	Iteration 24Q: 3 clusters Score -6369921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6369931.000000 Penalty: 12810.281250
	Iteration 25Q: 3 clusters Score -6369931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -6369954.000000 Penalty: 12810.281250
	Iteration 26Q: 3 clusters Score -6369954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -6369961.500000 Penalty: 12810.281250
	Iteration 27Q: 3 clusters Score -6369962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -6369960.000000 Penalty: 12810.281250
	Iteration 28Q: 3 clusters Score -6369960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -6369961.500000 Penalty: 12810.281250
	Iteration 29Q: 3 clusters Score -6369962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -6369966.500000 Penalty: 12810.281250
	Iteration 30Q: 3 clusters Score -6369966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6369967.000000 Penalty: 12810.281250
	Iteration 31Q: 3 clusters Score -6369967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6369967.000000 Penalty: 12810.281250
	Iteration 32F: 3 clusters Score -6369967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Entering Unmasked Estep 
Score: -9649429.000000 Penalty: 6662.757812
	Iteration 0F: 2 clusters Score -9649429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -9611904.000000 Penalty: 13325.515625
	Iteration 0F: 3 clusters Score -9611904 nChanged 23308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -9624361.000000 Penalty: 13325.515625
	Iteration 1F: 3 clusters Score -9624361 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -9625227.000000 Penalty: 13325.515625
	Iteration 2Q: 3 clusters Score -9625227 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -9625803.000000 Penalty: 13325.515625
	Iteration 3Q: 3 clusters Score -9625803 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -9626282.000000 Penalty: 13325.515625
	Iteration 4Q: 3 clusters Score -9626282 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -9626673.000000 Penalty: 13325.515625
	Iteration 5Q: 3 clusters Score -9626673 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -9627057.000000 Penalty: 13325.515625
	Iteration 6Q: 3 clusters Score -9627057 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -9627354.000000 Penalty: 13325.515625
	Iteration 7Q: 3 clusters Score -9627354 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -9627665.000000 Penalty: 13325.515625
	Iteration 8Q: 3 clusters Score -9627665 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -9627980.000000 Penalty: 13325.515625
	Iteration 9Q: 3 clusters Score -9627980 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9628337.000000 Penalty: 13325.515625
	Iteration 10Q: 3 clusters Score -9628337 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -9628681.000000 Penalty: 13325.515625
	Iteration 11Q: 3 clusters Score -9628681 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -9629201.000000 Penalty: 13325.515625
	Iteration 12Q: 3 clusters Score -9629201 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9629842.000000 Penalty: 13325.515625
	Iteration 13Q: 3 clusters Score -9629842 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9630636.000000 Penalty: 13325.515625
	Iteration 14Q: 3 clusters Score -9630636 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9631671.000000 Penalty: 13325.515625
	Iteration 15Q: 3 clusters Score -9631671 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -9633107.000000 Penalty: 13325.515625
	Iteration 16Q: 3 clusters Score -9633107 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9634816.000000 Penalty: 13325.515625
	Iteration 17Q: 3 clusters Score -9634816 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -9636372.000000 Penalty: 13325.515625
	Iteration 18Q: 3 clusters Score -9636372 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -9637720.000000 Penalty: 13325.515625
	Iteration 19Q: 3 clusters Score -9637720 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -9638495.000000 Penalty: 13325.515625
	Iteration 20F: 3 clusters Score -9638495 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -9638905.000000 Penalty: 13325.515625
	Iteration 21Q: 3 clusters Score -9638905 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -9639183.000000 Penalty: 13325.515625
	Iteration 22Q: 3 clusters Score -9639183 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -9639322.000000 Penalty: 13325.515625
	Iteration 23Q: 3 clusters Score -9639322 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9639699 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9640019 nChanged 496
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9640150 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9640245 nChanged 447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9640335 nChanged 425
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9641362 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9641453 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9527 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9444 members 
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Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9317 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9275 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9228 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9186 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9144 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9107 members 
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Mstep: Class 1 contains 9085 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9069 members 
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Mstep: Class 1 contains 9049 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9025 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8976 members 
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Mstep: Class 1 contains 8943 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8911 members 
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Mstep: Class 1 contains 8881 members 
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Mstep: Class 1 contains 8856 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8838 members 
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Mstep: Class 1 contains 8809 members 
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Mstep: Class 1 contains 8787 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8767 members 
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Mstep: Class 1 contains 8744 members 
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Mstep: Class 1 contains 8724 members 
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Mstep: Class 1 contains 8646 members 
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Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -9643462.000000 Penalty: 13325.515625
	Iteration 116Q: 3 clusters Score -9643462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -9643455.000000 Penalty: 13325.515625
	Iteration 117Q: 3 clusters Score -9643455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -9643458.000000 Penalty: 13325.515625
	Iteration 118Q: 3 clusters Score -9643458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -9643455.000000 Penalty: 13325.515625
	Iteration 119Q: 3 clusters Score -9643455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -9643459.000000 Penalty: 13325.515625
	Iteration 120F: 3 clusters Score -9643459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -9643479.000000 Penalty: 13325.515625
	Iteration 121Q: 3 clusters Score -9643479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -9643463.000000 Penalty: 13325.515625
	Iteration 122Q: 3 clusters Score -9643463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -9643469.000000 Penalty: 13325.515625
	Iteration 123Q: 3 clusters Score -9643469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -9643467.000000 Penalty: 13325.515625
	Iteration 124Q: 3 clusters Score -9643467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -9643468.000000 Penalty: 13325.515625
	Iteration 125Q: 3 clusters Score -9643468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -9643472.000000 Penalty: 13325.515625
	Iteration 126Q: 3 clusters Score -9643472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -9643464.000000 Penalty: 13325.515625
	Iteration 127Q: 3 clusters Score -9643464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -9643471.000000 Penalty: 13325.515625
	Iteration 128Q: 3 clusters Score -9643471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -9643473.000000 Penalty: 13325.515625
	Iteration 129Q: 3 clusters Score -9643473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -9643477.000000 Penalty: 13325.515625
	Iteration 130Q: 3 clusters Score -9643477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -9643474.000000 Penalty: 13325.515625
	Iteration 131Q: 3 clusters Score -9643474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -9643467.000000 Penalty: 13325.515625
	Iteration 132Q: 3 clusters Score -9643467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -9643458.000000 Penalty: 13325.515625
	Iteration 133Q: 3 clusters Score -9643458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9643470.000000 Penalty: 13325.515625
	Iteration 134Q: 3 clusters Score -9643470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -9643475.000000 Penalty: 13325.515625
	Iteration 135Q: 3 clusters Score -9643475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -9643481.000000 Penalty: 13325.515625
	Iteration 136Q: 3 clusters Score -9643481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -9643486.000000 Penalty: 13325.515625
	Iteration 137Q: 3 clusters Score -9643486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -9643486.000000 Penalty: 13325.515625
	Iteration 138F: 3 clusters Score -9643486 nChanged 0
--- Evaluating fit on full set of 3840322 points ---
Entering Unmasked Estep 
Score: -694295168.000000 Penalty: 269298.437500
24->30 Clusters: Score -694295168.000000, best is -694511360.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1280107 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 53339 members 
Mstep: Class 3 contains 53153 members 
Mstep: Class 4 contains 53378 members 
Mstep: Class 5 contains 53584 members 
Mstep: Class 6 contains 53002 members 
Mstep: Class 7 contains 53149 members 
Mstep: Class 8 contains 53551 members 
Mstep: Class 9 contains 53622 members 
Mstep: Class 10 contains 53592 members 
Mstep: Class 11 contains 53653 members 
Mstep: Class 12 contains 53175 members 
Mstep: Class 13 contains 53393 members 
Mstep: Class 14 contains 53769 members 
Mstep: Class 15 contains 53214 members 
Mstep: Class 16 contains 53154 members 
Mstep: Class 17 contains 52886 members 
Mstep: Class 18 contains 53520 members 
Mstep: Class 19 contains 53368 members 
Mstep: Class 20 contains 53309 members 
Mstep: Class 21 contains 53138 members 
Mstep: Class 22 contains 53191 members 
Mstep: Class 23 contains 53222 members 
Mstep: Class 24 contains 53327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 592.343506 but Gain 8613.250000
Score: -215955536.000000 Penalty: 198104.828125
Iteration 0F: 24 clusters Score -2.159555e+08 nChanged 1220798
Entering Unmasked Mstep 
Mstep: Class 0 contains 5433 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 15473 members 
Mstep: Class 3 contains 24525 members 
Mstep: Class 4 contains 31469 members 
Mstep: Class 5 contains 52568 members 
Mstep: Class 6 contains 13857 members 
Mstep: Class 7 contains 54747 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 33109 members 
Mstep: Class 10 contains 20044 members 
Mstep: Class 11 contains 46574 members 
Mstep: Class 12 contains 30476 members 
Mstep: Class 13 contains 14203 members 
Mstep: Class 14 contains 31777 members 
Mstep: Class 15 contains 22873 members 
Mstep: Class 16 contains 93786 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 15124 members 
Mstep: Class 19 contains 522223 members 
Mstep: Class 20 contains 10366 members 
Mstep: Class 21 contains 56243 members 
Mstep: Class 23 contains 8138 members 
Mstep: Class 24 contains 140836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 4106.962402 but Gain 8613.250000
Score: -223367216.000000 Penalty: 189491.578125
Iteration 1F: 23 clusters Score -2.233672e+08 nChanged 453329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4292 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 18619 members 
Mstep: Class 4 contains 30727 members 
Mstep: Class 5 contains 35524 members 
Mstep: Class 6 contains 14332 members 
Mstep: Class 7 contains 40501 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 36630 members 
Mstep: Class 10 contains 23241 members 
Mstep: Class 11 contains 21296 members 
Mstep: Class 12 contains 18785 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 21037 members 
Mstep: Class 15 contains 13091 members 
Mstep: Class 16 contains 81999 members 
Mstep: Class 17 contains 14100 members 
Mstep: Class 18 contains 8480 members 
Mstep: Class 19 contains 683748 members 
Mstep: Class 21 contains 45281 members 
Mstep: Class 23 contains 5147 members 
Mstep: Class 24 contains 124652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 6743.504395 but Gain 8613.265625
Score: -224345616.000000 Penalty: 180878.312500
Iteration 2F: 22 clusters Score -2.243456e+08 nChanged 291649
Entering Unmasked Mstep 
Mstep: Class 0 contains 3523 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 18722 members 
Mstep: Class 4 contains 40735 members 
Mstep: Class 5 contains 34051 members 
Mstep: Class 6 contains 21993 members 
Mstep: Class 7 contains 33414 members 
Mstep: Class 8 contains 10231 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 33037 members 
Mstep: Class 11 contains 11604 members 
Mstep: Class 12 contains 23014 members 
Mstep: Class 14 contains 17545 members 
Mstep: Class 15 contains 10081 members 
Mstep: Class 16 contains 126663 members 
Mstep: Class 17 contains 9630 members 
Mstep: Class 18 contains 7196 members 
Mstep: Class 19 contains 660178 members 
Mstep: Class 21 contains 35835 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 112280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 7641.119629 but Gain 8613.250000
Score: -224980832.000000 Penalty: 172265.062500
Iteration 3F: 21 clusters Score -2.249808e+08 nChanged 219078
Entering Unmasked Mstep 
Mstep: Class 0 contains 2059 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 3 contains 17728 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 35671 members 
Mstep: Class 6 contains 36693 members 
Mstep: Class 7 contains 32970 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 47812 members 
Mstep: Class 10 contains 36652 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 30609 members 
Mstep: Class 14 contains 15740 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 172778 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 597938 members 
Mstep: Class 21 contains 27981 members 
Mstep: Class 23 contains 3715 members 
Mstep: Class 24 contains 115772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225442240.000000 Penalty: 172265.062500
Iteration 4F: 21 clusters Score -2.254422e+08 nChanged 167673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1592 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 3 contains 16647 members 
Mstep: Class 4 contains 50988 members 
Mstep: Class 5 contains 34802 members 
Mstep: Class 6 contains 48969 members 
Mstep: Class 7 contains 33382 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 44083 members 
Mstep: Class 10 contains 37896 members 
Mstep: Class 11 contains 11027 members 
Mstep: Class 12 contains 36369 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 11075 members 
Mstep: Class 16 contains 205556 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 532899 members 
Mstep: Class 21 contains 20780 members 
Mstep: Class 23 contains 3716 members 
Mstep: Class 24 contains 135792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225732560.000000 Penalty: 172265.062500
Iteration 5F: 21 clusters Score -2.257326e+08 nChanged 135363
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 3 contains 15841 members 
Mstep: Class 4 contains 50493 members 
Mstep: Class 5 contains 32166 members 
Mstep: Class 6 contains 58552 members 
Mstep: Class 7 contains 33430 members 
Mstep: Class 8 contains 17498 members 
Mstep: Class 9 contains 41778 members 
Mstep: Class 10 contains 38078 members 
Mstep: Class 11 contains 12197 members 
Mstep: Class 12 contains 39398 members 
Mstep: Class 14 contains 14389 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 227955 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 483366 members 
Mstep: Class 21 contains 15473 members 
Mstep: Class 23 contains 4269 members 
Mstep: Class 24 contains 157409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226006880.000000 Penalty: 172265.062500
Iteration 6F: 21 clusters Score -2.260069e+08 nChanged 111158
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 3 contains 15374 members 
Mstep: Class 4 contains 45953 members 
Mstep: Class 5 contains 29257 members 
Mstep: Class 6 contains 66682 members 
Mstep: Class 7 contains 32295 members 
Mstep: Class 8 contains 20977 members 
Mstep: Class 9 contains 40426 members 
Mstep: Class 10 contains 38137 members 
Mstep: Class 11 contains 12995 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 243811 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 449124 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 175866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226130000.000000 Penalty: 172265.062500
Iteration 7F: 21 clusters Score -2.2613e+08 nChanged 97656
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 3 contains 15749 members 
Mstep: Class 4 contains 39675 members 
Mstep: Class 5 contains 27000 members 
Mstep: Class 6 contains 73165 members 
Mstep: Class 7 contains 30420 members 
Mstep: Class 8 contains 24218 members 
Mstep: Class 9 contains 38812 members 
Mstep: Class 10 contains 38193 members 
Mstep: Class 11 contains 13534 members 
Mstep: Class 12 contains 38448 members 
Mstep: Class 14 contains 17490 members 
Mstep: Class 15 contains 13770 members 
Mstep: Class 16 contains 256668 members 
Mstep: Class 17 contains 6604 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 421802 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 23 contains 4059 members 
Mstep: Class 24 contains 191871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226209680.000000 Penalty: 172265.062500
Iteration 8F: 21 clusters Score -2.262097e+08 nChanged 87324
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 3 contains 16929 members 
Mstep: Class 4 contains 34047 members 
Mstep: Class 5 contains 26043 members 
Mstep: Class 6 contains 77804 members 
Mstep: Class 7 contains 27934 members 
Mstep: Class 8 contains 27313 members 
Mstep: Class 9 contains 37134 members 
Mstep: Class 10 contains 38405 members 
Mstep: Class 11 contains 13956 members 
Mstep: Class 12 contains 37818 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 14824 members 
Mstep: Class 16 contains 267806 members 
Mstep: Class 17 contains 6984 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 395584 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 206314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226274992.000000 Penalty: 172265.062500
Iteration 9F: 21 clusters Score -2.26275e+08 nChanged 77709
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 3 contains 18618 members 
Mstep: Class 4 contains 29618 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 80550 members 
Mstep: Class 7 contains 24984 members 
Mstep: Class 8 contains 30397 members 
Mstep: Class 9 contains 35539 members 
Mstep: Class 10 contains 39062 members 
Mstep: Class 11 contains 14391 members 
Mstep: Class 12 contains 38963 members 
Mstep: Class 14 contains 21136 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 276840 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 368431 members 
Mstep: Class 21 contains 10154 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 220286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226330944.000000 Penalty: 172265.062500
Iteration 10F: 21 clusters Score -2.263309e+08 nChanged 68509
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 3 contains 20374 members 
Mstep: Class 4 contains 26786 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 81934 members 
Mstep: Class 7 contains 21905 members 
Mstep: Class 8 contains 33357 members 
Mstep: Class 9 contains 34246 members 
Mstep: Class 10 contains 39873 members 
Mstep: Class 11 contains 14851 members 
Mstep: Class 12 contains 40988 members 
Mstep: Class 14 contains 22080 members 
Mstep: Class 15 contains 17265 members 
Mstep: Class 16 contains 284049 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 342258 members 
Mstep: Class 21 contains 11021 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 233498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226373184.000000 Penalty: 172265.062500
Iteration 11F: 21 clusters Score -2.263732e+08 nChanged 60482
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 3 contains 22128 members 
Mstep: Class 4 contains 25615 members 
Mstep: Class 5 contains 28415 members 
Mstep: Class 6 contains 82614 members 
Mstep: Class 7 contains 18980 members 
Mstep: Class 8 contains 36063 members 
Mstep: Class 9 contains 33375 members 
Mstep: Class 10 contains 40497 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 18437 members 
Mstep: Class 16 contains 290431 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 318547 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 23 contains 3299 members 
Mstep: Class 24 contains 245404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226404704.000000 Penalty: 172265.062500
Iteration 12Q: 21 clusters Score -2.264047e+08 nChanged 53050
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 3 contains 23853 members 
Mstep: Class 4 contains 25258 members 
Mstep: Class 5 contains 29431 members 
Mstep: Class 6 contains 82917 members 
Mstep: Class 7 contains 16502 members 
Mstep: Class 8 contains 38493 members 
Mstep: Class 9 contains 32695 members 
Mstep: Class 10 contains 40834 members 
Mstep: Class 11 contains 16072 members 
Mstep: Class 12 contains 42274 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 296489 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 298786 members 
Mstep: Class 21 contains 12570 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 255220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226430608.000000 Penalty: 172265.062500
Iteration 13Q: 21 clusters Score -2.264306e+08 nChanged 47480
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 3 contains 25651 members 
Mstep: Class 4 contains 25317 members 
Mstep: Class 5 contains 30241 members 
Mstep: Class 6 contains 82891 members 
Mstep: Class 7 contains 14494 members 
Mstep: Class 8 contains 40809 members 
Mstep: Class 9 contains 32145 members 
Mstep: Class 10 contains 40949 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 41787 members 
Mstep: Class 14 contains 21252 members 
Mstep: Class 15 contains 20208 members 
Mstep: Class 16 contains 302066 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 282487 members 
Mstep: Class 21 contains 13114 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 263154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226451296.000000 Penalty: 172265.062500
Iteration 14Q: 21 clusters Score -2.264513e+08 nChanged 43050
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 25397 members 
Mstep: Class 5 contains 30938 members 
Mstep: Class 6 contains 82709 members 
Mstep: Class 7 contains 12965 members 
Mstep: Class 8 contains 43094 members 
Mstep: Class 9 contains 31492 members 
Mstep: Class 10 contains 40962 members 
Mstep: Class 11 contains 17718 members 
Mstep: Class 12 contains 40950 members 
Mstep: Class 14 contains 20329 members 
Mstep: Class 15 contains 20718 members 
Mstep: Class 16 contains 307730 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 268894 members 
Mstep: Class 21 contains 13527 members 
Mstep: Class 23 contains 3232 members 
Mstep: Class 24 contains 268725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226469856.000000 Penalty: 172265.062500
Iteration 15Q: 21 clusters Score -2.264699e+08 nChanged 38776
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 3 contains 29924 members 
Mstep: Class 4 contains 25575 members 
Mstep: Class 5 contains 31391 members 
Mstep: Class 6 contains 82467 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 45370 members 
Mstep: Class 9 contains 30915 members 
Mstep: Class 10 contains 40912 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 39925 members 
Mstep: Class 14 contains 19337 members 
Mstep: Class 15 contains 20994 members 
Mstep: Class 16 contains 313497 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 3633 members 
Mstep: Class 19 contains 257928 members 
Mstep: Class 21 contains 13844 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 271984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226485088.000000 Penalty: 172265.062500
Iteration 16Q: 21 clusters Score -2.264851e+08 nChanged 34502
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 3 contains 32399 members 
Mstep: Class 4 contains 25873 members 
Mstep: Class 5 contains 31642 members 
Mstep: Class 6 contains 82047 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 47552 members 
Mstep: Class 9 contains 30383 members 
Mstep: Class 10 contains 40813 members 
Mstep: Class 11 contains 18871 members 
Mstep: Class 12 contains 38878 members 
Mstep: Class 14 contains 18336 members 
Mstep: Class 15 contains 21132 members 
Mstep: Class 16 contains 319358 members 
Mstep: Class 17 contains 6295 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 249178 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 273036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226497312.000000 Penalty: 172265.062500
Iteration 17Q: 21 clusters Score -2.264973e+08 nChanged 31278
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 3 contains 35071 members 
Mstep: Class 4 contains 26251 members 
Mstep: Class 5 contains 31733 members 
Mstep: Class 6 contains 81542 members 
Mstep: Class 7 contains 10082 members 
Mstep: Class 8 contains 49718 members 
Mstep: Class 9 contains 29834 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 37794 members 
Mstep: Class 14 contains 17340 members 
Mstep: Class 15 contains 21203 members 
Mstep: Class 16 contains 325382 members 
Mstep: Class 17 contains 6184 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 242013 members 
Mstep: Class 21 contains 14323 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 272285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226507488.000000 Penalty: 172265.062500
Iteration 18Q: 21 clusters Score -2.265075e+08 nChanged 28691
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 3 contains 37939 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 31698 members 
Mstep: Class 6 contains 81033 members 
Mstep: Class 7 contains 9453 members 
Mstep: Class 8 contains 51851 members 
Mstep: Class 9 contains 29316 members 
Mstep: Class 10 contains 40654 members 
Mstep: Class 11 contains 19561 members 
Mstep: Class 12 contains 36543 members 
Mstep: Class 14 contains 16333 members 
Mstep: Class 15 contains 21217 members 
Mstep: Class 16 contains 331215 members 
Mstep: Class 17 contains 6115 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 236325 members 
Mstep: Class 21 contains 14495 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 270159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226515856.000000 Penalty: 172265.062500
Iteration 19Q: 21 clusters Score -2.265159e+08 nChanged 26506
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 3 contains 40926 members 
Mstep: Class 4 contains 27618 members 
Mstep: Class 5 contains 31503 members 
Mstep: Class 6 contains 80559 members 
Mstep: Class 7 contains 8872 members 
Mstep: Class 8 contains 53875 members 
Mstep: Class 9 contains 28861 members 
Mstep: Class 10 contains 40602 members 
Mstep: Class 11 contains 19803 members 
Mstep: Class 12 contains 35099 members 
Mstep: Class 14 contains 15232 members 
Mstep: Class 15 contains 21222 members 
Mstep: Class 16 contains 337169 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 231756 members 
Mstep: Class 21 contains 14677 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 266876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226524336.000000 Penalty: 172265.062500
Iteration 20F: 21 clusters Score -2.265243e+08 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 3 contains 44159 members 
Mstep: Class 4 contains 28590 members 
Mstep: Class 5 contains 31198 members 
Mstep: Class 6 contains 80155 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 8 contains 55778 members 
Mstep: Class 9 contains 28359 members 
Mstep: Class 10 contains 40556 members 
Mstep: Class 11 contains 20015 members 
Mstep: Class 12 contains 33631 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 21195 members 
Mstep: Class 16 contains 343133 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 228049 members 
Mstep: Class 21 contains 14866 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 262732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226535472.000000 Penalty: 172265.062500
Iteration 21Q: 21 clusters Score -2.265355e+08 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 3 contains 47572 members 
Mstep: Class 4 contains 29720 members 
Mstep: Class 5 contains 30856 members 
Mstep: Class 6 contains 79700 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 57565 members 
Mstep: Class 9 contains 27942 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 20078 members 
Mstep: Class 12 contains 32127 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 21228 members 
Mstep: Class 16 contains 349048 members 
Mstep: Class 17 contains 5879 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 225062 members 
Mstep: Class 21 contains 15117 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 257797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226546080.000000 Penalty: 172265.062500
Iteration 22Q: 21 clusters Score -2.265461e+08 nChanged 23301
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 3 contains 51158 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 30461 members 
Mstep: Class 6 contains 79258 members 
Mstep: Class 7 contains 7092 members 
Mstep: Class 8 contains 59242 members 
Mstep: Class 9 contains 27529 members 
Mstep: Class 10 contains 40718 members 
Mstep: Class 11 contains 20146 members 
Mstep: Class 12 contains 30621 members 
Mstep: Class 14 contains 11854 members 
Mstep: Class 15 contains 21275 members 
Mstep: Class 16 contains 354739 members 
Mstep: Class 17 contains 5757 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 222360 members 
Mstep: Class 21 contains 15406 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 252680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226556304.000000 Penalty: 172265.062500
Iteration 23Q: 21 clusters Score -2.265563e+08 nChanged 22408
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 3 contains 55033 members 
Mstep: Class 4 contains 32063 members 
Mstep: Class 5 contains 30089 members 
Mstep: Class 6 contains 78899 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 60658 members 
Mstep: Class 9 contains 27094 members 
Mstep: Class 10 contains 40809 members 
Mstep: Class 11 contains 20228 members 
Mstep: Class 12 contains 29073 members 
Mstep: Class 14 contains 10903 members 
Mstep: Class 15 contains 21316 members 
Mstep: Class 16 contains 360359 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 219481 members 
Mstep: Class 21 contains 15732 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 247460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226567168.000000 Penalty: 172265.062500
Iteration 24Q: 21 clusters Score -2.265672e+08 nChanged 21607
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 3 contains 59507 members 
Mstep: Class 4 contains 33067 members 
Mstep: Class 5 contains 29683 members 
Mstep: Class 6 contains 78595 members 
Mstep: Class 7 contains 6136 members 
Mstep: Class 8 contains 61887 members 
Mstep: Class 9 contains 26639 members 
Mstep: Class 10 contains 40943 members 
Mstep: Class 11 contains 20285 members 
Mstep: Class 12 contains 27461 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 21379 members 
Mstep: Class 16 contains 365686 members 
Mstep: Class 17 contains 5491 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 215956 members 
Mstep: Class 21 contains 16050 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 242542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226578768.000000 Penalty: 172265.062500
Iteration 25Q: 21 clusters Score -2.265788e+08 nChanged 21301
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 3 contains 64903 members 
Mstep: Class 4 contains 33964 members 
Mstep: Class 5 contains 29346 members 
Mstep: Class 6 contains 78318 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 62938 members 
Mstep: Class 9 contains 26257 members 
Mstep: Class 10 contains 41019 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 25915 members 
Mstep: Class 14 contains 9460 members 
Mstep: Class 15 contains 21458 members 
Mstep: Class 16 contains 370885 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 211163 members 
Mstep: Class 21 contains 16426 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 237712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226589632.000000 Penalty: 172265.062500
Iteration 26Q: 21 clusters Score -2.265896e+08 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 3 contains 71199 members 
Mstep: Class 4 contains 34779 members 
Mstep: Class 5 contains 28939 members 
Mstep: Class 6 contains 78048 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 63877 members 
Mstep: Class 9 contains 26042 members 
Mstep: Class 10 contains 41030 members 
Mstep: Class 11 contains 20353 members 
Mstep: Class 12 contains 24382 members 
Mstep: Class 14 contains 8954 members 
Mstep: Class 15 contains 21536 members 
Mstep: Class 16 contains 375799 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 205252 members 
Mstep: Class 21 contains 16840 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 233178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226601392.000000 Penalty: 172265.062500
Iteration 27Q: 21 clusters Score -2.266014e+08 nChanged 21981
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 3 contains 78341 members 
Mstep: Class 4 contains 35489 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 77792 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 64697 members 
Mstep: Class 9 contains 25859 members 
Mstep: Class 10 contains 41015 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 22784 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 21630 members 
Mstep: Class 16 contains 380397 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 198809 members 
Mstep: Class 21 contains 17286 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 228658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226615408.000000 Penalty: 172265.062500
Iteration 28Q: 21 clusters Score -2.266154e+08 nChanged 21288
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 3 contains 85269 members 
Mstep: Class 4 contains 36168 members 
Mstep: Class 5 contains 28103 members 
Mstep: Class 6 contains 77510 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 65400 members 
Mstep: Class 9 contains 25750 members 
Mstep: Class 10 contains 40978 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 21194 members 
Mstep: Class 14 contains 8293 members 
Mstep: Class 15 contains 21749 members 
Mstep: Class 16 contains 384434 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 192791 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 224388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226630064.000000 Penalty: 172265.062500
Iteration 29Q: 21 clusters Score -2.266301e+08 nChanged 19645
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 3 contains 91291 members 
Mstep: Class 4 contains 36853 members 
Mstep: Class 5 contains 27655 members 
Mstep: Class 6 contains 77258 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 65985 members 
Mstep: Class 9 contains 25626 members 
Mstep: Class 10 contains 40919 members 
Mstep: Class 11 contains 20301 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 15 contains 21847 members 
Mstep: Class 16 contains 388218 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 187946 members 
Mstep: Class 21 contains 18513 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 219863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226638352.000000 Penalty: 172265.062500
Iteration 30Q: 21 clusters Score -2.266384e+08 nChanged 16758
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 3 contains 95858 members 
Mstep: Class 4 contains 37584 members 
Mstep: Class 5 contains 27260 members 
Mstep: Class 6 contains 77080 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 66451 members 
Mstep: Class 9 contains 25473 members 
Mstep: Class 10 contains 40876 members 
Mstep: Class 11 contains 20315 members 
Mstep: Class 12 contains 18638 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 21931 members 
Mstep: Class 16 contains 391394 members 
Mstep: Class 17 contains 4952 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 184455 members 
Mstep: Class 21 contains 19400 members 
Mstep: Class 23 contains 2902 members 
Mstep: Class 24 contains 215377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226645344.000000 Penalty: 172265.062500
Iteration 31Q: 21 clusters Score -2.266453e+08 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 3 contains 99216 members 
Mstep: Class 4 contains 38335 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 76903 members 
Mstep: Class 7 contains 6511 members 
Mstep: Class 8 contains 66835 members 
Mstep: Class 9 contains 25348 members 
Mstep: Class 10 contains 40838 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 21995 members 
Mstep: Class 16 contains 394359 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 181933 members 
Mstep: Class 21 contains 20622 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 210680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226649808.000000 Penalty: 172265.062500
Iteration 32Q: 21 clusters Score -2.266498e+08 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 3 contains 101622 members 
Mstep: Class 4 contains 39047 members 
Mstep: Class 5 contains 26679 members 
Mstep: Class 6 contains 76767 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 67142 members 
Mstep: Class 9 contains 25247 members 
Mstep: Class 10 contains 40826 members 
Mstep: Class 11 contains 20366 members 
Mstep: Class 12 contains 17099 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 22070 members 
Mstep: Class 16 contains 397018 members 
Mstep: Class 17 contains 4905 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 180143 members 
Mstep: Class 21 contains 22070 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 205991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226653232.000000 Penalty: 172265.062500
Iteration 33Q: 21 clusters Score -2.266532e+08 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 3 contains 103362 members 
Mstep: Class 4 contains 39776 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 76702 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 67389 members 
Mstep: Class 9 contains 25097 members 
Mstep: Class 10 contains 40802 members 
Mstep: Class 11 contains 20366 members 
Mstep: Class 12 contains 16630 members 
Mstep: Class 14 contains 8157 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 16 contains 399351 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 178869 members 
Mstep: Class 21 contains 23584 members 
Mstep: Class 23 contains 2899 members 
Mstep: Class 24 contains 201526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226656208.000000 Penalty: 172265.062500
Iteration 34Q: 21 clusters Score -2.266562e+08 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 3 contains 104576 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 26291 members 
Mstep: Class 6 contains 76655 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 67609 members 
Mstep: Class 9 contains 24993 members 
Mstep: Class 10 contains 40772 members 
Mstep: Class 11 contains 20377 members 
Mstep: Class 12 contains 16321 members 
Mstep: Class 14 contains 8268 members 
Mstep: Class 15 contains 22170 members 
Mstep: Class 16 contains 401554 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 177934 members 
Mstep: Class 21 contains 25126 members 
Mstep: Class 23 contains 2897 members 
Mstep: Class 24 contains 197081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226658288.000000 Penalty: 172265.062500
Iteration 35Q: 21 clusters Score -2.266583e+08 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 3 contains 105495 members 
Mstep: Class 4 contains 41234 members 
Mstep: Class 5 contains 26202 members 
Mstep: Class 6 contains 76613 members 
Mstep: Class 7 contains 6488 members 
Mstep: Class 8 contains 67759 members 
Mstep: Class 9 contains 24898 members 
Mstep: Class 10 contains 40736 members 
Mstep: Class 11 contains 20385 members 
Mstep: Class 12 contains 16114 members 
Mstep: Class 14 contains 8394 members 
Mstep: Class 15 contains 22174 members 
Mstep: Class 16 contains 403644 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 177365 members 
Mstep: Class 21 contains 26663 members 
Mstep: Class 23 contains 2898 members 
Mstep: Class 24 contains 192572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226659952.000000 Penalty: 172265.062500
Iteration 36Q: 21 clusters Score -2.2666e+08 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 3 contains 106148 members 
Mstep: Class 4 contains 41937 members 
Mstep: Class 5 contains 26155 members 
Mstep: Class 6 contains 76652 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 67923 members 
Mstep: Class 9 contains 24811 members 
Mstep: Class 10 contains 40714 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 16002 members 
Mstep: Class 14 contains 8548 members 
Mstep: Class 15 contains 22192 members 
Mstep: Class 16 contains 405403 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 176981 members 
Mstep: Class 21 contains 27967 members 
Mstep: Class 23 contains 2897 members 
Mstep: Class 24 contains 188459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226660544.000000 Penalty: 172265.062500
Iteration 37Q: 21 clusters Score -2.266605e+08 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 3 contains 106693 members 
Mstep: Class 4 contains 42682 members 
Mstep: Class 5 contains 26079 members 
Mstep: Class 6 contains 76699 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 68051 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 40717 members 
Mstep: Class 11 contains 20385 members 
Mstep: Class 12 contains 15895 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 22222 members 
Mstep: Class 16 contains 407152 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 176767 members 
Mstep: Class 21 contains 29127 members 
Mstep: Class 23 contains 2897 members 
Mstep: Class 24 contains 184443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226661952.000000 Penalty: 172265.062500
Iteration 38Q: 21 clusters Score -2.26662e+08 nChanged 7112
Entering ConstructFrom: 
Score: -226661952.000000 Penalty: 172265.062500
Entering ConstructFrom: 
Trying to split cluster 1 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -2110794.000000 Penalty: 5785.508789
	Iteration 0F: 2 clusters Score -2110794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2099983.500000 Penalty: 11571.017578
	Iteration 0F: 3 clusters Score -2099984 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2113257.750000 Penalty: 11571.017578
	Iteration 1F: 3 clusters Score -2113258 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2121784.500000 Penalty: 11571.017578
	Iteration 2F: 3 clusters Score -2121784 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2131128.500000 Penalty: 11571.017578
	Iteration 3F: 3 clusters Score -2131128 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2142262.250000 Penalty: 11571.017578
	Iteration 4F: 3 clusters Score -2142262 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2145744.000000 Penalty: 11571.017578
	Iteration 5Q: 3 clusters Score -2145744 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2147229.750000 Penalty: 11571.017578
	Iteration 6Q: 3 clusters Score -2147230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2147916.000000 Penalty: 11571.017578
	Iteration 7Q: 3 clusters Score -2147916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2148297.500000 Penalty: 11571.017578
	Iteration 8Q: 3 clusters Score -2148298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2148878.750000 Penalty: 11571.017578
	Iteration 9Q: 3 clusters Score -2148879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2149203.500000 Penalty: 11571.017578
	Iteration 10Q: 3 clusters Score -2149204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2149751.750000 Penalty: 11571.017578
	Iteration 11Q: 3 clusters Score -2149752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2150010.250000 Penalty: 11571.017578
	Iteration 12Q: 3 clusters Score -2150010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2150628.250000 Penalty: 11571.017578
	Iteration 13Q: 3 clusters Score -2150628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2150845.500000 Penalty: 11571.017578
	Iteration 14Q: 3 clusters Score -2150846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2151992.750000 Penalty: 11571.017578
	Iteration 15Q: 3 clusters Score -2151993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2152423.500000 Penalty: 11571.017578
	Iteration 16Q: 3 clusters Score -2152424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2154227.000000 Penalty: 11571.017578
	Iteration 17Q: 3 clusters Score -2154227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2155335.250000 Penalty: 11571.017578
	Iteration 18Q: 3 clusters Score -2155335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2159553.750000 Penalty: 11571.017578
	Iteration 19Q: 3 clusters Score -2159554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2169143.250000 Penalty: 11571.017578
	Iteration 20F: 3 clusters Score -2169143 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2181519.750000 Penalty: 11571.017578
	Iteration 21Q: 3 clusters Score -2181520 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2198389.750000 Penalty: 11571.017578
	Iteration 22Q: 3 clusters Score -2198390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2210830.750000 Penalty: 11571.017578
	Iteration 23Q: 3 clusters Score -2210831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2210830.750000 Penalty: 11571.017578
	Iteration 24F: 3 clusters Score -2210831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 76740 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 68207 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 20399 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 180590 members 
Entering Unmasked Estep 
Score: -226754816.000000 Penalty: 180878.312500
Splitting cluster 1 changes total score from -226661952.000000 to -226754816.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (107064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Entering Unmasked Estep 
Score: -19217042.000000 Penalty: 7093.474121
	Iteration 0F: 2 clusters Score -1.921704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -19144192.000000 Penalty: 14186.948242
	Iteration 0F: 3 clusters Score -1.914419e+07 nChanged 49188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -19171664.000000 Penalty: 14186.948242
	Iteration 1F: 3 clusters Score -1.917166e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -19173556.000000 Penalty: 14186.948242
	Iteration 2Q: 3 clusters Score -1.917356e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -19175828.000000 Penalty: 14186.948242
	Iteration 3Q: 3 clusters Score -1.917583e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -19178726.000000 Penalty: 14186.948242
	Iteration 4F: 3 clusters Score -1.917873e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -19182012.000000 Penalty: 14186.948242
	Iteration 5F: 3 clusters Score -1.918201e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -19184862.000000 Penalty: 14186.948242
	Iteration 6F: 3 clusters Score -1.918486e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -19187308.000000 Penalty: 14186.948242
	Iteration 7F: 3 clusters Score -1.918731e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -19189174.000000 Penalty: 14186.948242
	Iteration 8Q: 3 clusters Score -1.918917e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -19190580.000000 Penalty: 14186.948242
	Iteration 9Q: 3 clusters Score -1.919058e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -19191778.000000 Penalty: 14186.948242
	Iteration 10Q: 3 clusters Score -1.919178e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -19192628.000000 Penalty: 14186.948242
	Iteration 11Q: 3 clusters Score -1.919263e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -19193382.000000 Penalty: 14186.948242
	Iteration 12Q: 3 clusters Score -1.919338e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -19193886.000000 Penalty: 14186.948242
	Iteration 13Q: 3 clusters Score -1.919389e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -19194276.000000 Penalty: 14186.948242
	Iteration 14Q: 3 clusters Score -1.919428e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -19194788.000000 Penalty: 14186.948242
	Iteration 15Q: 3 clusters Score -1.919479e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -19195490.000000 Penalty: 14186.948242
	Iteration 16Q: 3 clusters Score -1.919549e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -19196474.000000 Penalty: 14186.948242
	Iteration 17Q: 3 clusters Score -1.919647e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -19197274.000000 Penalty: 14186.948242
	Iteration 18Q: 3 clusters Score -1.919727e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -19198062.000000 Penalty: 14186.948242
	Iteration 19Q: 3 clusters Score -1.919806e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -19198658.000000 Penalty: 14186.948242
	Iteration 20F: 3 clusters Score -1.919866e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -19199228.000000 Penalty: 14186.948242
	Iteration 21Q: 3 clusters Score -1.919923e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -19199542.000000 Penalty: 14186.948242
	Iteration 22Q: 3 clusters Score -1.919954e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -19199642.000000 Penalty: 14186.948242
	Iteration 23Q: 3 clusters Score -1.919964e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -19199768.000000 Penalty: 14186.948242
	Iteration 24Q: 3 clusters Score -1.919977e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -19199800.000000 Penalty: 14186.948242
	Iteration 25Q: 3 clusters Score -1.91998e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -19199918.000000 Penalty: 14186.948242
	Iteration 26Q: 3 clusters Score -1.919992e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -19199982.000000 Penalty: 14186.948242
	Iteration 27Q: 3 clusters Score -1.919998e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -19199970.000000 Penalty: 14186.948242
	Iteration 28Q: 3 clusters Score -1.919997e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -19199960.000000 Penalty: 14186.948242
	Iteration 29Q: 3 clusters Score -1.919996e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -19200042.000000 Penalty: 14186.948242
	Iteration 30Q: 3 clusters Score -1.920004e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -19200108.000000 Penalty: 14186.948242
	Iteration 31Q: 3 clusters Score -1.920011e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -19200112.000000 Penalty: 14186.948242
	Iteration 32Q: 3 clusters Score -1.920011e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -19200204.000000 Penalty: 14186.948242
	Iteration 33Q: 3 clusters Score -1.92002e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -19200260.000000 Penalty: 14186.948242
	Iteration 34Q: 3 clusters Score -1.920026e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -19200252.000000 Penalty: 14186.948242
	Iteration 35Q: 3 clusters Score -1.920025e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -19200250.000000 Penalty: 14186.948242
	Iteration 36Q: 3 clusters Score -1.920025e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -19200216.000000 Penalty: 14186.948242
	Iteration 37Q: 3 clusters Score -1.920022e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -19200198.000000 Penalty: 14186.948242
	Iteration 38Q: 3 clusters Score -1.92002e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -19200218.000000 Penalty: 14186.948242
	Iteration 39Q: 3 clusters Score -1.920022e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -19200200.000000 Penalty: 14186.948242
	Iteration 40F: 3 clusters Score -1.92002e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -19200242.000000 Penalty: 14186.948242
	Iteration 41Q: 3 clusters Score -1.920024e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -19200252.000000 Penalty: 14186.948242
	Iteration 42Q: 3 clusters Score -1.920025e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -19200278.000000 Penalty: 14186.948242
	Iteration 43Q: 3 clusters Score -1.920028e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -19200266.000000 Penalty: 14186.948242
	Iteration 44Q: 3 clusters Score -1.920027e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -19200232.000000 Penalty: 14186.948242
	Iteration 45Q: 3 clusters Score -1.920023e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -19200232.000000 Penalty: 14186.948242
	Iteration 46Q: 3 clusters Score -1.920023e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -19200242.000000 Penalty: 14186.948242
	Iteration 47Q: 3 clusters Score -1.920024e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -19200238.000000 Penalty: 14186.948242
	Iteration 48Q: 3 clusters Score -1.920024e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -19200248.000000 Penalty: 14186.948242
	Iteration 49Q: 3 clusters Score -1.920025e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -19200286.000000 Penalty: 14186.948242
	Iteration 50Q: 3 clusters Score -1.920029e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -19200312.000000 Penalty: 14186.948242
	Iteration 51Q: 3 clusters Score -1.920031e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -19200306.000000 Penalty: 14186.948242
	Iteration 52Q: 3 clusters Score -1.920031e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -19200274.000000 Penalty: 14186.948242
	Iteration 53Q: 3 clusters Score -1.920027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -19200282.000000 Penalty: 14186.948242
	Iteration 54Q: 3 clusters Score -1.920028e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -19200254.000000 Penalty: 14186.948242
	Iteration 55Q: 3 clusters Score -1.920025e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -19200254.000000 Penalty: 14186.948242
	Iteration 56Q: 3 clusters Score -1.920025e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -19200250.000000 Penalty: 14186.948242
	Iteration 57Q: 3 clusters Score -1.920025e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -19200256.000000 Penalty: 14186.948242
	Iteration 58Q: 3 clusters Score -1.920026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -19200252.000000 Penalty: 14186.948242
	Iteration 59Q: 3 clusters Score -1.920025e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -19200244.000000 Penalty: 14186.948242
	Iteration 60F: 3 clusters Score -1.920024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -19200244.000000 Penalty: 14186.948242
	Iteration 61Q: 3 clusters Score -1.920024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -19200244.000000 Penalty: 14186.948242
	Iteration 62Q: 3 clusters Score -1.920024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -19200236.000000 Penalty: 14186.948242
	Iteration 63Q: 3 clusters Score -1.920024e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -19200254.000000 Penalty: 14186.948242
	Iteration 64Q: 3 clusters Score -1.920025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -19200258.000000 Penalty: 14186.948242
	Iteration 65Q: 3 clusters Score -1.920026e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -19200204.000000 Penalty: 14186.948242
	Iteration 66Q: 3 clusters Score -1.92002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -19200232.000000 Penalty: 14186.948242
	Iteration 67Q: 3 clusters Score -1.920023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -19200218.000000 Penalty: 14186.948242
	Iteration 68Q: 3 clusters Score -1.920022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -19200264.000000 Penalty: 14186.948242
	Iteration 69Q: 3 clusters Score -1.920026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -19200292.000000 Penalty: 14186.948242
	Iteration 70Q: 3 clusters Score -1.920029e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -19200286.000000 Penalty: 14186.948242
	Iteration 71Q: 3 clusters Score -1.920029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -19200308.000000 Penalty: 14186.948242
	Iteration 72Q: 3 clusters Score -1.920031e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -19200316.000000 Penalty: 14186.948242
	Iteration 73Q: 3 clusters Score -1.920032e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -19200288.000000 Penalty: 14186.948242
	Iteration 74Q: 3 clusters Score -1.920029e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -19200316.000000 Penalty: 14186.948242
	Iteration 75Q: 3 clusters Score -1.920032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -19200308.000000 Penalty: 14186.948242
	Iteration 76Q: 3 clusters Score -1.920031e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -19200324.000000 Penalty: 14186.948242
	Iteration 77Q: 3 clusters Score -1.920032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -19200304.000000 Penalty: 14186.948242
	Iteration 78Q: 3 clusters Score -1.92003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -19200360.000000 Penalty: 14186.948242
	Iteration 79Q: 3 clusters Score -1.920036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -19200350.000000 Penalty: 14186.948242
	Iteration 80F: 3 clusters Score -1.920035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -19200348.000000 Penalty: 14186.948242
	Iteration 81Q: 3 clusters Score -1.920035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -19200344.000000 Penalty: 14186.948242
	Iteration 82Q: 3 clusters Score -1.920034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -19200352.000000 Penalty: 14186.948242
	Iteration 83Q: 3 clusters Score -1.920035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -19200346.000000 Penalty: 14186.948242
	Iteration 84Q: 3 clusters Score -1.920035e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -19200342.000000 Penalty: 14186.948242
	Iteration 85Q: 3 clusters Score -1.920034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -19200332.000000 Penalty: 14186.948242
	Iteration 86Q: 3 clusters Score -1.920033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -19200340.000000 Penalty: 14186.948242
	Iteration 87Q: 3 clusters Score -1.920034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -19200338.000000 Penalty: 14186.948242
	Iteration 88Q: 3 clusters Score -1.920034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -19200334.000000 Penalty: 14186.948242
	Iteration 89Q: 3 clusters Score -1.920033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -19200332.000000 Penalty: 14186.948242
	Iteration 90Q: 3 clusters Score -1.920033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -19200328.000000 Penalty: 14186.948242
	Iteration 91Q: 3 clusters Score -1.920033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -19200322.000000 Penalty: 14186.948242
	Iteration 92Q: 3 clusters Score -1.920032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -19200310.000000 Penalty: 14186.948242
	Iteration 93Q: 3 clusters Score -1.920031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -19200334.000000 Penalty: 14186.948242
	Iteration 94Q: 3 clusters Score -1.920033e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -19200346.000000 Penalty: 14186.948242
	Iteration 95Q: 3 clusters Score -1.920035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -19200340.000000 Penalty: 14186.948242
	Iteration 96Q: 3 clusters Score -1.920034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -19200314.000000 Penalty: 14186.948242
	Iteration 97Q: 3 clusters Score -1.920031e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -19200310.000000 Penalty: 14186.948242
	Iteration 98Q: 3 clusters Score -1.920031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -19200294.000000 Penalty: 14186.948242
	Iteration 99Q: 3 clusters Score -1.920029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -19200278.000000 Penalty: 14186.948242
	Iteration 100F: 3 clusters Score -1.920028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -19200288.000000 Penalty: 14186.948242
	Iteration 101Q: 3 clusters Score -1.920029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -19200298.000000 Penalty: 14186.948242
	Iteration 102Q: 3 clusters Score -1.92003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -19200314.000000 Penalty: 14186.948242
	Iteration 103Q: 3 clusters Score -1.920031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -19200296.000000 Penalty: 14186.948242
	Iteration 104Q: 3 clusters Score -1.92003e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -19200298.000000 Penalty: 14186.948242
	Iteration 105Q: 3 clusters Score -1.92003e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -19200262.000000 Penalty: 14186.948242
	Iteration 106Q: 3 clusters Score -1.920026e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -19200276.000000 Penalty: 14186.948242
	Iteration 107Q: 3 clusters Score -1.920028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -19200278.000000 Penalty: 14186.948242
	Iteration 108Q: 3 clusters Score -1.920028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -19200278.000000 Penalty: 14186.948242
	Iteration 109Q: 3 clusters Score -1.920028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -19200306.000000 Penalty: 14186.948242
	Iteration 110Q: 3 clusters Score -1.920031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -19200308.000000 Penalty: 14186.948242
	Iteration 111Q: 3 clusters Score -1.920031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -19200302.000000 Penalty: 14186.948242
	Iteration 112Q: 3 clusters Score -1.92003e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -19200294.000000 Penalty: 14186.948242
	Iteration 113Q: 3 clusters Score -1.920029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -19200308.000000 Penalty: 14186.948242
	Iteration 114Q: 3 clusters Score -1.920031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -19200334.000000 Penalty: 14186.948242
	Iteration 115Q: 3 clusters Score -1.920033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -19200294.000000 Penalty: 14186.948242
	Iteration 116Q: 3 clusters Score -1.920029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -19200296.000000 Penalty: 14186.948242
	Iteration 117Q: 3 clusters Score -1.92003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -19200320.000000 Penalty: 14186.948242
	Iteration 118Q: 3 clusters Score -1.920032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -19200294.000000 Penalty: 14186.948242
	Iteration 119Q: 3 clusters Score -1.920029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -19200296.000000 Penalty: 14186.948242
	Iteration 120F: 3 clusters Score -1.92003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -19200288.000000 Penalty: 14186.948242
	Iteration 121Q: 3 clusters Score -1.920029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -19200318.000000 Penalty: 14186.948242
	Iteration 122Q: 3 clusters Score -1.920032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -19200350.000000 Penalty: 14186.948242
	Iteration 123Q: 3 clusters Score -1.920035e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -19200338.000000 Penalty: 14186.948242
	Iteration 124Q: 3 clusters Score -1.920034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -19200330.000000 Penalty: 14186.948242
	Iteration 125Q: 3 clusters Score -1.920033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -19200334.000000 Penalty: 14186.948242
	Iteration 126Q: 3 clusters Score -1.920033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -19200328.000000 Penalty: 14186.948242
	Iteration 127Q: 3 clusters Score -1.920033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -19200358.000000 Penalty: 14186.948242
	Iteration 128Q: 3 clusters Score -1.920036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -19200346.000000 Penalty: 14186.948242
	Iteration 129Q: 3 clusters Score -1.920035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -19200384.000000 Penalty: 14186.948242
	Iteration 130Q: 3 clusters Score -1.920038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -19200398.000000 Penalty: 14186.948242
	Iteration 131Q: 3 clusters Score -1.92004e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -19200370.000000 Penalty: 14186.948242
	Iteration 132Q: 3 clusters Score -1.920037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -19200434.000000 Penalty: 14186.948242
	Iteration 133Q: 3 clusters Score -1.920043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -19200432.000000 Penalty: 14186.948242
	Iteration 134Q: 3 clusters Score -1.920043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -19200444.000000 Penalty: 14186.948242
	Iteration 135Q: 3 clusters Score -1.920044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -19200438.000000 Penalty: 14186.948242
	Iteration 136Q: 3 clusters Score -1.920044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -19200446.000000 Penalty: 14186.948242
	Iteration 137Q: 3 clusters Score -1.920045e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -19200460.000000 Penalty: 14186.948242
	Iteration 138Q: 3 clusters Score -1.920046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -19200448.000000 Penalty: 14186.948242
	Iteration 139Q: 3 clusters Score -1.920045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -19200488.000000 Penalty: 14186.948242
	Iteration 140F: 3 clusters Score -1.920049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -19200482.000000 Penalty: 14186.948242
	Iteration 141Q: 3 clusters Score -1.920048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -19200482.000000 Penalty: 14186.948242
	Iteration 142Q: 3 clusters Score -1.920048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -19200500.000000 Penalty: 14186.948242
	Iteration 143Q: 3 clusters Score -1.92005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -19200502.000000 Penalty: 14186.948242
	Iteration 144Q: 3 clusters Score -1.92005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -19200492.000000 Penalty: 14186.948242
	Iteration 145Q: 3 clusters Score -1.920049e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -19200476.000000 Penalty: 14186.948242
	Iteration 146Q: 3 clusters Score -1.920048e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -19200484.000000 Penalty: 14186.948242
	Iteration 147Q: 3 clusters Score -1.920048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -19200458.000000 Penalty: 14186.948242
	Iteration 148Q: 3 clusters Score -1.920046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -19200508.000000 Penalty: 14186.948242
	Iteration 149Q: 3 clusters Score -1.920051e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -19200502.000000 Penalty: 14186.948242
	Iteration 150Q: 3 clusters Score -1.92005e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -19200508.000000 Penalty: 14186.948242
	Iteration 151Q: 3 clusters Score -1.920051e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -19200504.000000 Penalty: 14186.948242
	Iteration 152Q: 3 clusters Score -1.92005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -19200520.000000 Penalty: 14186.948242
	Iteration 153Q: 3 clusters Score -1.920052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -19200516.000000 Penalty: 14186.948242
	Iteration 154Q: 3 clusters Score -1.920052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -19200504.000000 Penalty: 14186.948242
	Iteration 155Q: 3 clusters Score -1.92005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -19200470.000000 Penalty: 14186.948242
	Iteration 156Q: 3 clusters Score -1.920047e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -19200516.000000 Penalty: 14186.948242
	Iteration 157Q: 3 clusters Score -1.920052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -19200538.000000 Penalty: 14186.948242
	Iteration 158Q: 3 clusters Score -1.920054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -19200514.000000 Penalty: 14186.948242
	Iteration 159Q: 3 clusters Score -1.920051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -19200500.000000 Penalty: 14186.948242
	Iteration 160F: 3 clusters Score -1.92005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -19200496.000000 Penalty: 14186.948242
	Iteration 161Q: 3 clusters Score -1.92005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -19200542.000000 Penalty: 14186.948242
	Iteration 162Q: 3 clusters Score -1.920054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -19200562.000000 Penalty: 14186.948242
	Iteration 163Q: 3 clusters Score -1.920056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -19200552.000000 Penalty: 14186.948242
	Iteration 164Q: 3 clusters Score -1.920055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -19200536.000000 Penalty: 14186.948242
	Iteration 165Q: 3 clusters Score -1.920054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -19200524.000000 Penalty: 14186.948242
	Iteration 166Q: 3 clusters Score -1.920052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -19200512.000000 Penalty: 14186.948242
	Iteration 167Q: 3 clusters Score -1.920051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -19200516.000000 Penalty: 14186.948242
	Iteration 168Q: 3 clusters Score -1.920052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -19200518.000000 Penalty: 14186.948242
	Iteration 169Q: 3 clusters Score -1.920052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -19200516.000000 Penalty: 14186.948242
	Iteration 170Q: 3 clusters Score -1.920052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -19200510.000000 Penalty: 14186.948242
	Iteration 171Q: 3 clusters Score -1.920051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -19200526.000000 Penalty: 14186.948242
	Iteration 172Q: 3 clusters Score -1.920053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -19200514.000000 Penalty: 14186.948242
	Iteration 173Q: 3 clusters Score -1.920051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -19200542.000000 Penalty: 14186.948242
	Iteration 174Q: 3 clusters Score -1.920054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -19200514.000000 Penalty: 14186.948242
	Iteration 175Q: 3 clusters Score -1.920051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -19200500.000000 Penalty: 14186.948242
	Iteration 176Q: 3 clusters Score -1.92005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -19200502.000000 Penalty: 14186.948242
	Iteration 177Q: 3 clusters Score -1.92005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -19200540.000000 Penalty: 14186.948242
	Iteration 178Q: 3 clusters Score -1.920054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -19200516.000000 Penalty: 14186.948242
	Iteration 179Q: 3 clusters Score -1.920052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -19200536.000000 Penalty: 14186.948242
	Iteration 180F: 3 clusters Score -1.920054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -19200528.000000 Penalty: 14186.948242
	Iteration 181Q: 3 clusters Score -1.920053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -19200544.000000 Penalty: 14186.948242
	Iteration 182Q: 3 clusters Score -1.920054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -19200538.000000 Penalty: 14186.948242
	Iteration 183Q: 3 clusters Score -1.920054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -19200538.000000 Penalty: 14186.948242
	Iteration 184Q: 3 clusters Score -1.920054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -19200574.000000 Penalty: 14186.948242
	Iteration 185Q: 3 clusters Score -1.920057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -19200524.000000 Penalty: 14186.948242
	Iteration 186Q: 3 clusters Score -1.920052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -19200546.000000 Penalty: 14186.948242
	Iteration 187Q: 3 clusters Score -1.920055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -19200544.000000 Penalty: 14186.948242
	Iteration 188Q: 3 clusters Score -1.920054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -19200546.000000 Penalty: 14186.948242
	Iteration 189Q: 3 clusters Score -1.920055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -19200566.000000 Penalty: 14186.948242
	Iteration 190Q: 3 clusters Score -1.920057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -19200568.000000 Penalty: 14186.948242
	Iteration 191Q: 3 clusters Score -1.920057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -19200588.000000 Penalty: 14186.948242
	Iteration 192Q: 3 clusters Score -1.920059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -19200594.000000 Penalty: 14186.948242
	Iteration 193Q: 3 clusters Score -1.920059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -19200600.000000 Penalty: 14186.948242
	Iteration 194Q: 3 clusters Score -1.92006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -19200560.000000 Penalty: 14186.948242
	Iteration 195Q: 3 clusters Score -1.920056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -19200544.000000 Penalty: 14186.948242
	Iteration 196Q: 3 clusters Score -1.920054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -19200566.000000 Penalty: 14186.948242
	Iteration 197Q: 3 clusters Score -1.920057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -19200584.000000 Penalty: 14186.948242
	Iteration 198Q: 3 clusters Score -1.920058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -19200596.000000 Penalty: 14186.948242
	Iteration 199Q: 3 clusters Score -1.92006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -19200576.000000 Penalty: 14186.948242
	Iteration 200F: 3 clusters Score -1.920058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -19200584.000000 Penalty: 14186.948242
	Iteration 201Q: 3 clusters Score -1.920058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -19200570.000000 Penalty: 14186.948242
	Iteration 202Q: 3 clusters Score -1.920057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -19200578.000000 Penalty: 14186.948242
	Iteration 203Q: 3 clusters Score -1.920058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -19200574.000000 Penalty: 14186.948242
	Iteration 204Q: 3 clusters Score -1.920057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -19200556.000000 Penalty: 14186.948242
	Iteration 205Q: 3 clusters Score -1.920056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -19200566.000000 Penalty: 14186.948242
	Iteration 206Q: 3 clusters Score -1.920057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -19200566.000000 Penalty: 14186.948242
	Iteration 207Q: 3 clusters Score -1.920057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -19200566.000000 Penalty: 14186.948242
	Iteration 208Q: 3 clusters Score -1.920057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -19200554.000000 Penalty: 14186.948242
	Iteration 209Q: 3 clusters Score -1.920055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -19200594.000000 Penalty: 14186.948242
	Iteration 210Q: 3 clusters Score -1.920059e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -19200586.000000 Penalty: 14186.948242
	Iteration 211Q: 3 clusters Score -1.920059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -19200588.000000 Penalty: 14186.948242
	Iteration 212Q: 3 clusters Score -1.920059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -19200586.000000 Penalty: 14186.948242
	Iteration 213Q: 3 clusters Score -1.920059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -19200608.000000 Penalty: 14186.948242
	Iteration 214Q: 3 clusters Score -1.920061e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -19200602.000000 Penalty: 14186.948242
	Iteration 215Q: 3 clusters Score -1.92006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -19200600.000000 Penalty: 14186.948242
	Iteration 216Q: 3 clusters Score -1.92006e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -19200596.000000 Penalty: 14186.948242
	Iteration 217Q: 3 clusters Score -1.92006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -19200588.000000 Penalty: 14186.948242
	Iteration 218Q: 3 clusters Score -1.920059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -19200572.000000 Penalty: 14186.948242
	Iteration 219Q: 3 clusters Score -1.920057e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -19200550.000000 Penalty: 14186.948242
	Iteration 220F: 3 clusters Score -1.920055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -19200534.000000 Penalty: 14186.948242
	Iteration 221Q: 3 clusters Score -1.920053e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -19200526.000000 Penalty: 14186.948242
	Iteration 222Q: 3 clusters Score -1.920053e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -19200524.000000 Penalty: 14186.948242
	Iteration 223Q: 3 clusters Score -1.920052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -19200536.000000 Penalty: 14186.948242
	Iteration 224Q: 3 clusters Score -1.920054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -19200556.000000 Penalty: 14186.948242
	Iteration 225Q: 3 clusters Score -1.920056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -19200568.000000 Penalty: 14186.948242
	Iteration 226Q: 3 clusters Score -1.920057e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -19200590.000000 Penalty: 14186.948242
	Iteration 227Q: 3 clusters Score -1.920059e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -19200582.000000 Penalty: 14186.948242
	Iteration 228Q: 3 clusters Score -1.920058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -19200584.000000 Penalty: 14186.948242
	Iteration 229Q: 3 clusters Score -1.920058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -19200604.000000 Penalty: 14186.948242
	Iteration 230Q: 3 clusters Score -1.92006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -19200612.000000 Penalty: 14186.948242
	Iteration 231Q: 3 clusters Score -1.920061e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -19200614.000000 Penalty: 14186.948242
	Iteration 232Q: 3 clusters Score -1.920061e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -19200608.000000 Penalty: 14186.948242
	Iteration 233Q: 3 clusters Score -1.920061e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -19200614.000000 Penalty: 14186.948242
	Iteration 234Q: 3 clusters Score -1.920061e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -19200596.000000 Penalty: 14186.948242
	Iteration 235Q: 3 clusters Score -1.92006e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -19200604.000000 Penalty: 14186.948242
	Iteration 236Q: 3 clusters Score -1.92006e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -19200588.000000 Penalty: 14186.948242
	Iteration 237Q: 3 clusters Score -1.920059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -19200572.000000 Penalty: 14186.948242
	Iteration 238Q: 3 clusters Score -1.920057e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -19200574.000000 Penalty: 14186.948242
	Iteration 239Q: 3 clusters Score -1.920057e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -19200590.000000 Penalty: 14186.948242
	Iteration 240F: 3 clusters Score -1.920059e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -19200590.000000 Penalty: 14186.948242
	Iteration 241Q: 3 clusters Score -1.920059e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -19200598.000000 Penalty: 14186.948242
	Iteration 242Q: 3 clusters Score -1.92006e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -19200622.000000 Penalty: 14186.948242
	Iteration 243Q: 3 clusters Score -1.920062e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -19200622.000000 Penalty: 14186.948242
	Iteration 244Q: 3 clusters Score -1.920062e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -19200600.000000 Penalty: 14186.948242
	Iteration 245Q: 3 clusters Score -1.92006e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -19200648.000000 Penalty: 14186.948242
	Iteration 246Q: 3 clusters Score -1.920065e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -19200636.000000 Penalty: 14186.948242
	Iteration 247Q: 3 clusters Score -1.920064e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -19200674.000000 Penalty: 14186.948242
	Iteration 248Q: 3 clusters Score -1.920067e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -19200688.000000 Penalty: 14186.948242
	Iteration 249Q: 3 clusters Score -1.920069e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -19200728.000000 Penalty: 14186.948242
	Iteration 250Q: 3 clusters Score -1.920073e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -19200726.000000 Penalty: 14186.948242
	Iteration 251Q: 3 clusters Score -1.920073e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -19200778.000000 Penalty: 14186.948242
	Iteration 252Q: 3 clusters Score -1.920078e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -19200816.000000 Penalty: 14186.948242
	Iteration 253Q: 3 clusters Score -1.920082e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -19200798.000000 Penalty: 14186.948242
	Iteration 254Q: 3 clusters Score -1.92008e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -19200844.000000 Penalty: 14186.948242
	Iteration 255Q: 3 clusters Score -1.920084e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -19200942.000000 Penalty: 14186.948242
	Iteration 256Q: 3 clusters Score -1.920094e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -19201030.000000 Penalty: 14186.948242
	Iteration 257Q: 3 clusters Score -1.920103e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -19201122.000000 Penalty: 14186.948242
	Iteration 258Q: 3 clusters Score -1.920112e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -19201114.000000 Penalty: 14186.948242
	Iteration 259Q: 3 clusters Score -1.920111e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -19201172.000000 Penalty: 14186.948242
	Iteration 260F: 3 clusters Score -1.920117e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -19201214.000000 Penalty: 14186.948242
	Iteration 261Q: 3 clusters Score -1.920121e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -19201284.000000 Penalty: 14186.948242
	Iteration 262Q: 3 clusters Score -1.920128e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -19201392.000000 Penalty: 14186.948242
	Iteration 263Q: 3 clusters Score -1.920139e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -19201484.000000 Penalty: 14186.948242
	Iteration 264Q: 3 clusters Score -1.920148e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -19201686.000000 Penalty: 14186.948242
	Iteration 265Q: 3 clusters Score -1.920169e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -19202042.000000 Penalty: 14186.948242
	Iteration 266Q: 3 clusters Score -1.920204e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -19202350.000000 Penalty: 14186.948242
	Iteration 267Q: 3 clusters Score -1.920235e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -19202748.000000 Penalty: 14186.948242
	Iteration 268Q: 3 clusters Score -1.920275e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -19203200.000000 Penalty: 14186.948242
	Iteration 269Q: 3 clusters Score -1.92032e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -19203786.000000 Penalty: 14186.948242
	Iteration 270Q: 3 clusters Score -1.920379e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -19204540.000000 Penalty: 14186.948242
	Iteration 271Q: 3 clusters Score -1.920454e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -19205444.000000 Penalty: 14186.948242
	Iteration 272Q: 3 clusters Score -1.920544e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -19206494.000000 Penalty: 14186.948242
	Iteration 273Q: 3 clusters Score -1.920649e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -19207644.000000 Penalty: 14186.948242
	Iteration 274Q: 3 clusters Score -1.920764e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -19208990.000000 Penalty: 14186.948242
	Iteration 275Q: 3 clusters Score -1.920899e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -19210350.000000 Penalty: 14186.948242
	Iteration 276Q: 3 clusters Score -1.921035e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -19211604.000000 Penalty: 14186.948242
	Iteration 277Q: 3 clusters Score -1.92116e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -19212440.000000 Penalty: 14186.948242
	Iteration 278Q: 3 clusters Score -1.921244e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -19213056.000000 Penalty: 14186.948242
	Iteration 279Q: 3 clusters Score -1.921306e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -19213626.000000 Penalty: 14186.948242
	Iteration 280F: 3 clusters Score -1.921363e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -19214072.000000 Penalty: 14186.948242
	Iteration 281Q: 3 clusters Score -1.921407e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -19214318.000000 Penalty: 14186.948242
	Iteration 282Q: 3 clusters Score -1.921432e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -19214504.000000 Penalty: 14186.948242
	Iteration 283Q: 3 clusters Score -1.92145e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -19214694.000000 Penalty: 14186.948242
	Iteration 284Q: 3 clusters Score -1.921469e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -19214782.000000 Penalty: 14186.948242
	Iteration 285Q: 3 clusters Score -1.921478e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -19214842.000000 Penalty: 14186.948242
	Iteration 286Q: 3 clusters Score -1.921484e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -19214920.000000 Penalty: 14186.948242
	Iteration 287Q: 3 clusters Score -1.921492e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -19214972.000000 Penalty: 14186.948242
	Iteration 288Q: 3 clusters Score -1.921497e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -19214980.000000 Penalty: 14186.948242
	Iteration 289Q: 3 clusters Score -1.921498e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -19215024.000000 Penalty: 14186.948242
	Iteration 290Q: 3 clusters Score -1.921502e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -19215052.000000 Penalty: 14186.948242
	Iteration 291Q: 3 clusters Score -1.921505e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -19215082.000000 Penalty: 14186.948242
	Iteration 292Q: 3 clusters Score -1.921508e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -19215124.000000 Penalty: 14186.948242
	Iteration 293Q: 3 clusters Score -1.921512e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -19215188.000000 Penalty: 14186.948242
	Iteration 294Q: 3 clusters Score -1.921519e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -19215202.000000 Penalty: 14186.948242
	Iteration 295Q: 3 clusters Score -1.92152e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -19215202.000000 Penalty: 14186.948242
	Iteration 296Q: 3 clusters Score -1.92152e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -19215182.000000 Penalty: 14186.948242
	Iteration 297Q: 3 clusters Score -1.921518e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -19215186.000000 Penalty: 14186.948242
	Iteration 298Q: 3 clusters Score -1.921519e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -19215156.000000 Penalty: 14186.948242
	Iteration 299Q: 3 clusters Score -1.921516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -19215184.000000 Penalty: 14186.948242
	Iteration 300F: 3 clusters Score -1.921518e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -19215188.000000 Penalty: 14186.948242
	Iteration 301Q: 3 clusters Score -1.921519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -19215212.000000 Penalty: 14186.948242
	Iteration 302Q: 3 clusters Score -1.921521e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -19215232.000000 Penalty: 14186.948242
	Iteration 303Q: 3 clusters Score -1.921523e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -19215274.000000 Penalty: 14186.948242
	Iteration 304Q: 3 clusters Score -1.921527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -19215260.000000 Penalty: 14186.948242
	Iteration 305Q: 3 clusters Score -1.921526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -19215270.000000 Penalty: 14186.948242
	Iteration 306Q: 3 clusters Score -1.921527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -19215250.000000 Penalty: 14186.948242
	Iteration 307Q: 3 clusters Score -1.921525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -19215266.000000 Penalty: 14186.948242
	Iteration 308Q: 3 clusters Score -1.921527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -19215230.000000 Penalty: 14186.948242
	Iteration 309Q: 3 clusters Score -1.921523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -19215242.000000 Penalty: 14186.948242
	Iteration 310Q: 3 clusters Score -1.921524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -19215238.000000 Penalty: 14186.948242
	Iteration 311Q: 3 clusters Score -1.921524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -19215228.000000 Penalty: 14186.948242
	Iteration 312Q: 3 clusters Score -1.921523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -19215218.000000 Penalty: 14186.948242
	Iteration 313Q: 3 clusters Score -1.921522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -19215250.000000 Penalty: 14186.948242
	Iteration 314Q: 3 clusters Score -1.921525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -19215252.000000 Penalty: 14186.948242
	Iteration 315Q: 3 clusters Score -1.921525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -19215236.000000 Penalty: 14186.948242
	Iteration 316Q: 3 clusters Score -1.921524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -19215262.000000 Penalty: 14186.948242
	Iteration 317Q: 3 clusters Score -1.921526e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -19215240.000000 Penalty: 14186.948242
	Iteration 318Q: 3 clusters Score -1.921524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -19215270.000000 Penalty: 14186.948242
	Iteration 319Q: 3 clusters Score -1.921527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -19215274.000000 Penalty: 14186.948242
	Iteration 320F: 3 clusters Score -1.921527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -19215264.000000 Penalty: 14186.948242
	Iteration 321Q: 3 clusters Score -1.921526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -19215282.000000 Penalty: 14186.948242
	Iteration 322Q: 3 clusters Score -1.921528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -19215260.000000 Penalty: 14186.948242
	Iteration 323Q: 3 clusters Score -1.921526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -19215270.000000 Penalty: 14186.948242
	Iteration 324Q: 3 clusters Score -1.921527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -19215254.000000 Penalty: 14186.948242
	Iteration 325Q: 3 clusters Score -1.921525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -19215252.000000 Penalty: 14186.948242
	Iteration 326Q: 3 clusters Score -1.921525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -19215260.000000 Penalty: 14186.948242
	Iteration 327Q: 3 clusters Score -1.921526e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -19215252.000000 Penalty: 14186.948242
	Iteration 328Q: 3 clusters Score -1.921525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -19215260.000000 Penalty: 14186.948242
	Iteration 329Q: 3 clusters Score -1.921526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -19215266.000000 Penalty: 14186.948242
	Iteration 330Q: 3 clusters Score -1.921527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -19215250.000000 Penalty: 14186.948242
	Iteration 331Q: 3 clusters Score -1.921525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -19215234.000000 Penalty: 14186.948242
	Iteration 332Q: 3 clusters Score -1.921523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -19215246.000000 Penalty: 14186.948242
	Iteration 333Q: 3 clusters Score -1.921525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -19215240.000000 Penalty: 14186.948242
	Iteration 334Q: 3 clusters Score -1.921524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -19215234.000000 Penalty: 14186.948242
	Iteration 335Q: 3 clusters Score -1.921523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -19215270.000000 Penalty: 14186.948242
	Iteration 336Q: 3 clusters Score -1.921527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -19215288.000000 Penalty: 14186.948242
	Iteration 337Q: 3 clusters Score -1.921529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -19215264.000000 Penalty: 14186.948242
	Iteration 338Q: 3 clusters Score -1.921526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -19215276.000000 Penalty: 14186.948242
	Iteration 339Q: 3 clusters Score -1.921528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -19215278.000000 Penalty: 14186.948242
	Iteration 340F: 3 clusters Score -1.921528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -19215278.000000 Penalty: 14186.948242
	Iteration 341Q: 3 clusters Score -1.921528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -19215276.000000 Penalty: 14186.948242
	Iteration 342Q: 3 clusters Score -1.921528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -19215266.000000 Penalty: 14186.948242
	Iteration 343Q: 3 clusters Score -1.921527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -19215274.000000 Penalty: 14186.948242
	Iteration 344Q: 3 clusters Score -1.921527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -19215278.000000 Penalty: 14186.948242
	Iteration 345Q: 3 clusters Score -1.921528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -19215280.000000 Penalty: 14186.948242
	Iteration 346Q: 3 clusters Score -1.921528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -19215274.000000 Penalty: 14186.948242
	Iteration 347Q: 3 clusters Score -1.921527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -19215280.000000 Penalty: 14186.948242
	Iteration 348Q: 3 clusters Score -1.921528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -19215280.000000 Penalty: 14186.948242
	Iteration 349F: 3 clusters Score -1.921528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Entering Unmasked Estep 
Score: -7909100.500000 Penalty: 6542.674316
	Iteration 0F: 2 clusters Score -7909100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7877472.500000 Penalty: 13085.348633
	Iteration 0F: 3 clusters Score -7877472 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -7887680.000000 Penalty: 13085.348633
	Iteration 1F: 3 clusters Score -7887680 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -7888546.500000 Penalty: 13085.348633
	Iteration 2F: 3 clusters Score -7888546 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -7889234.500000 Penalty: 13085.348633
	Iteration 3Q: 3 clusters Score -7889234 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -7889867.500000 Penalty: 13085.348633
	Iteration 4Q: 3 clusters Score -7889868 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7890555.000000 Penalty: 13085.348633
	Iteration 5Q: 3 clusters Score -7890555 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -7891277.500000 Penalty: 13085.348633
	Iteration 6Q: 3 clusters Score -7891278 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -7892039.500000 Penalty: 13085.348633
	Iteration 7Q: 3 clusters Score -7892040 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -7892788.000000 Penalty: 13085.348633
	Iteration 8Q: 3 clusters Score -7892788 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -7893679.000000 Penalty: 13085.348633
	Iteration 9Q: 3 clusters Score -7893679 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7894431.500000 Penalty: 13085.348633
	Iteration 10Q: 3 clusters Score -7894432 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -7895107.000000 Penalty: 13085.348633
	Iteration 11Q: 3 clusters Score -7895107 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7895676.000000 Penalty: 13085.348633
	Iteration 12Q: 3 clusters Score -7895676 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -7896113.500000 Penalty: 13085.348633
	Iteration 13Q: 3 clusters Score -7896114 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -7896497.500000 Penalty: 13085.348633
	Iteration 14Q: 3 clusters Score -7896498 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -7896791.000000 Penalty: 13085.348633
	Iteration 15Q: 3 clusters Score -7896791 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -7897089.500000 Penalty: 13085.348633
	Iteration 16Q: 3 clusters Score -7897090 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -7897367.500000 Penalty: 13085.348633
	Iteration 17Q: 3 clusters Score -7897368 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -7897634.500000 Penalty: 13085.348633
	Iteration 18Q: 3 clusters Score -7897634 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -7897880.500000 Penalty: 13085.348633
	Iteration 19Q: 3 clusters Score -7897880 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -7898116.500000 Penalty: 13085.348633
	Iteration 20F: 3 clusters Score -7898116 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7898428.000000 Penalty: 13085.348633
	Iteration 21Q: 3 clusters Score -7898428 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -7898737.000000 Penalty: 13085.348633
	Iteration 22Q: 3 clusters Score -7898737 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -7899083.500000 Penalty: 13085.348633
	Iteration 23Q: 3 clusters Score -7899084 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -7899517.500000 Penalty: 13085.348633
	Iteration 24Q: 3 clusters Score -7899518 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -7899940.500000 Penalty: 13085.348633
	Iteration 25Q: 3 clusters Score -7899940 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -7900449.500000 Penalty: 13085.348633
	Iteration 26Q: 3 clusters Score -7900450 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -7900956.000000 Penalty: 13085.348633
	Iteration 27Q: 3 clusters Score -7900956 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7901468.500000 Penalty: 13085.348633
	Iteration 28Q: 3 clusters Score -7901468 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -7901901.000000 Penalty: 13085.348633
	Iteration 29Q: 3 clusters Score -7901901 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -7902247.000000 Penalty: 13085.348633
	Iteration 30Q: 3 clusters Score -7902247 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -7902537.500000 Penalty: 13085.348633
	Iteration 31Q: 3 clusters Score -7902538 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7902787.000000 Penalty: 13085.348633
	Iteration 32Q: 3 clusters Score -7902787 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7902908.500000 Penalty: 13085.348633
	Iteration 33Q: 3 clusters Score -7902908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7903030.000000 Penalty: 13085.348633
	Iteration 34Q: 3 clusters Score -7903030 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -7903158.000000 Penalty: 13085.348633
	Iteration 35Q: 3 clusters Score -7903158 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7903241.000000 Penalty: 13085.348633
	Iteration 36Q: 3 clusters Score -7903241 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -7903303.500000 Penalty: 13085.348633
	Iteration 37Q: 3 clusters Score -7903304 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -7903355.000000 Penalty: 13085.348633
	Iteration 38Q: 3 clusters Score -7903355 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7903393.500000 Penalty: 13085.348633
	Iteration 39Q: 3 clusters Score -7903394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7903442.500000 Penalty: 13085.348633
	Iteration 40F: 3 clusters Score -7903442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -7903476.000000 Penalty: 13085.348633
	Iteration 41Q: 3 clusters Score -7903476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -7903515.000000 Penalty: 13085.348633
	Iteration 42Q: 3 clusters Score -7903515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7903548.000000 Penalty: 13085.348633
	Iteration 43Q: 3 clusters Score -7903548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7903573.000000 Penalty: 13085.348633
	Iteration 44Q: 3 clusters Score -7903573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7903610.000000 Penalty: 13085.348633
	Iteration 45Q: 3 clusters Score -7903610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -7903622.000000 Penalty: 13085.348633
	Iteration 46Q: 3 clusters Score -7903622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -7903638.000000 Penalty: 13085.348633
	Iteration 47Q: 3 clusters Score -7903638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7903642.000000 Penalty: 13085.348633
	Iteration 48Q: 3 clusters Score -7903642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -7903646.500000 Penalty: 13085.348633
	Iteration 49Q: 3 clusters Score -7903646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -7903669.500000 Penalty: 13085.348633
	Iteration 50Q: 3 clusters Score -7903670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -7903691.000000 Penalty: 13085.348633
	Iteration 51Q: 3 clusters Score -7903691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -7903703.000000 Penalty: 13085.348633
	Iteration 52Q: 3 clusters Score -7903703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7903710.500000 Penalty: 13085.348633
	Iteration 53Q: 3 clusters Score -7903710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -7903715.000000 Penalty: 13085.348633
	Iteration 54Q: 3 clusters Score -7903715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7903727.000000 Penalty: 13085.348633
	Iteration 55Q: 3 clusters Score -7903727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -7903745.500000 Penalty: 13085.348633
	Iteration 56Q: 3 clusters Score -7903746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7903752.500000 Penalty: 13085.348633
	Iteration 57Q: 3 clusters Score -7903752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -7903765.000000 Penalty: 13085.348633
	Iteration 58Q: 3 clusters Score -7903765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7903771.000000 Penalty: 13085.348633
	Iteration 59Q: 3 clusters Score -7903771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -7903781.500000 Penalty: 13085.348633
	Iteration 60F: 3 clusters Score -7903782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -7903786.500000 Penalty: 13085.348633
	Iteration 61Q: 3 clusters Score -7903786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7903797.000000 Penalty: 13085.348633
	Iteration 62Q: 3 clusters Score -7903797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7903800.000000 Penalty: 13085.348633
	Iteration 63Q: 3 clusters Score -7903800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7903809.000000 Penalty: 13085.348633
	Iteration 64Q: 3 clusters Score -7903809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7903805.500000 Penalty: 13085.348633
	Iteration 65Q: 3 clusters Score -7903806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7903806.000000 Penalty: 13085.348633
	Iteration 66Q: 3 clusters Score -7903806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7903798.000000 Penalty: 13085.348633
	Iteration 67Q: 3 clusters Score -7903798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7903798.500000 Penalty: 13085.348633
	Iteration 68Q: 3 clusters Score -7903798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7903803.000000 Penalty: 13085.348633
	Iteration 69Q: 3 clusters Score -7903803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -7903805.500000 Penalty: 13085.348633
	Iteration 70Q: 3 clusters Score -7903806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7903811.500000 Penalty: 13085.348633
	Iteration 71Q: 3 clusters Score -7903812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -7903814.000000 Penalty: 13085.348633
	Iteration 72Q: 3 clusters Score -7903814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7903812.000000 Penalty: 13085.348633
	Iteration 73Q: 3 clusters Score -7903812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7903822.000000 Penalty: 13085.348633
	Iteration 74Q: 3 clusters Score -7903822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7903825.500000 Penalty: 13085.348633
	Iteration 75Q: 3 clusters Score -7903826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7903819.500000 Penalty: 13085.348633
	Iteration 76Q: 3 clusters Score -7903820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7903825.500000 Penalty: 13085.348633
	Iteration 77Q: 3 clusters Score -7903826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -7903827.000000 Penalty: 13085.348633
	Iteration 78Q: 3 clusters Score -7903827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7903824.000000 Penalty: 13085.348633
	Iteration 79Q: 3 clusters Score -7903824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7903824.000000 Penalty: 13085.348633
	Iteration 80F: 3 clusters Score -7903824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Entering Unmasked Estep 
Score: -4688275.000000 Penalty: 6226.914062
	Iteration 0F: 2 clusters Score -4688275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4668026.500000 Penalty: 12453.828125
	Iteration 0F: 3 clusters Score -4668026 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -4673768.000000 Penalty: 12453.828125
	Iteration 1F: 3 clusters Score -4673768 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4674555.500000 Penalty: 12453.828125
	Iteration 2F: 3 clusters Score -4674556 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4675236.500000 Penalty: 12453.828125
	Iteration 3F: 3 clusters Score -4675236 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -4675902.500000 Penalty: 12453.828125
	Iteration 4F: 3 clusters Score -4675902 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4676672.000000 Penalty: 12453.828125
	Iteration 5Q: 3 clusters Score -4676672 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4677498.500000 Penalty: 12453.828125
	Iteration 6Q: 3 clusters Score -4677498 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4678425.500000 Penalty: 12453.828125
	Iteration 7F: 3 clusters Score -4678426 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4679372.500000 Penalty: 12453.828125
	Iteration 8F: 3 clusters Score -4679372 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4680207.000000 Penalty: 12453.828125
	Iteration 9Q: 3 clusters Score -4680207 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4680871.500000 Penalty: 12453.828125
	Iteration 10Q: 3 clusters Score -4680872 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -4681366.000000 Penalty: 12453.828125
	Iteration 11Q: 3 clusters Score -4681366 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4681755.000000 Penalty: 12453.828125
	Iteration 12Q: 3 clusters Score -4681755 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4682101.000000 Penalty: 12453.828125
	Iteration 13Q: 3 clusters Score -4682101 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4682426.000000 Penalty: 12453.828125
	Iteration 14Q: 3 clusters Score -4682426 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4682726.500000 Penalty: 12453.828125
	Iteration 15Q: 3 clusters Score -4682726 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4683024.500000 Penalty: 12453.828125
	Iteration 16Q: 3 clusters Score -4683024 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4683274.000000 Penalty: 12453.828125
	Iteration 17Q: 3 clusters Score -4683274 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4683490.500000 Penalty: 12453.828125
	Iteration 18Q: 3 clusters Score -4683490 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4683748.500000 Penalty: 12453.828125
	Iteration 19Q: 3 clusters Score -4683748 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4684009.500000 Penalty: 12453.828125
	Iteration 20F: 3 clusters Score -4684010 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4684297.000000 Penalty: 12453.828125
	Iteration 21Q: 3 clusters Score -4684297 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4684548.500000 Penalty: 12453.828125
	Iteration 22Q: 3 clusters Score -4684548 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4684802.000000 Penalty: 12453.828125
	Iteration 23Q: 3 clusters Score -4684802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4684999.500000 Penalty: 12453.828125
	Iteration 24Q: 3 clusters Score -4685000 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4685150.500000 Penalty: 12453.828125
	Iteration 25Q: 3 clusters Score -4685150 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -4685268.500000 Penalty: 12453.828125
	Iteration 26Q: 3 clusters Score -4685268 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4685316.500000 Penalty: 12453.828125
	Iteration 27Q: 3 clusters Score -4685316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -4685374.000000 Penalty: 12453.828125
	Iteration 28Q: 3 clusters Score -4685374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4685403.500000 Penalty: 12453.828125
	Iteration 29Q: 3 clusters Score -4685404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4685427.500000 Penalty: 12453.828125
	Iteration 30Q: 3 clusters Score -4685428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4685440.000000 Penalty: 12453.828125
	Iteration 31Q: 3 clusters Score -4685440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4685460.000000 Penalty: 12453.828125
	Iteration 32Q: 3 clusters Score -4685460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4685468.000000 Penalty: 12453.828125
	Iteration 33Q: 3 clusters Score -4685468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4685480.500000 Penalty: 12453.828125
	Iteration 34Q: 3 clusters Score -4685480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4685469.000000 Penalty: 12453.828125
	Iteration 35Q: 3 clusters Score -4685469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4685479.500000 Penalty: 12453.828125
	Iteration 36Q: 3 clusters Score -4685480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4685476.500000 Penalty: 12453.828125
	Iteration 37Q: 3 clusters Score -4685476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4685477.000000 Penalty: 12453.828125
	Iteration 38Q: 3 clusters Score -4685477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4685485.500000 Penalty: 12453.828125
	Iteration 39Q: 3 clusters Score -4685486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4685491.500000 Penalty: 12453.828125
	Iteration 40F: 3 clusters Score -4685492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4685485.500000 Penalty: 12453.828125
	Iteration 41Q: 3 clusters Score -4685486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4685484.500000 Penalty: 12453.828125
	Iteration 42Q: 3 clusters Score -4685484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4685485.000000 Penalty: 12453.828125
	Iteration 43Q: 3 clusters Score -4685485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4685485.000000 Penalty: 12453.828125
	Iteration 44Q: 3 clusters Score -4685485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4685484.000000 Penalty: 12453.828125
	Iteration 45Q: 3 clusters Score -4685484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4685487.500000 Penalty: 12453.828125
	Iteration 46Q: 3 clusters Score -4685488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4685478.500000 Penalty: 12453.828125
	Iteration 47Q: 3 clusters Score -4685478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -4685474.000000 Penalty: 12453.828125
	Iteration 48Q: 3 clusters Score -4685474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4685478.000000 Penalty: 12453.828125
	Iteration 49Q: 3 clusters Score -4685478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4685478.000000 Penalty: 12453.828125
	Iteration 50F: 3 clusters Score -4685478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Entering Unmasked Estep 
Score: -13805910.000000 Penalty: 6889.509277
	Iteration 0F: 2 clusters Score -1.380591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -13752684.000000 Penalty: 13779.018555
	Iteration 0F: 3 clusters Score -1.375268e+07 nChanged 34688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -13771437.000000 Penalty: 13779.018555
	Iteration 1F: 3 clusters Score -1.377144e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -13772597.000000 Penalty: 13779.018555
	Iteration 2Q: 3 clusters Score -1.37726e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -13773484.000000 Penalty: 13779.018555
	Iteration 3Q: 3 clusters Score -1.377348e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -13774511.000000 Penalty: 13779.018555
	Iteration 4Q: 3 clusters Score -1.377451e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -13775973.000000 Penalty: 13779.018555
	Iteration 5Q: 3 clusters Score -1.377597e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -13778000.000000 Penalty: 13779.018555
	Iteration 6Q: 3 clusters Score -1.3778e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -13780605.000000 Penalty: 13779.018555
	Iteration 7Q: 3 clusters Score -1.37806e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -13783500.000000 Penalty: 13779.018555
	Iteration 8F: 3 clusters Score -1.37835e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -13786169.000000 Penalty: 13779.018555
	Iteration 9F: 3 clusters Score -1.378617e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -13788366.000000 Penalty: 13779.018555
	Iteration 10Q: 3 clusters Score -1.378837e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -13790316.000000 Penalty: 13779.018555
	Iteration 11Q: 3 clusters Score -1.379032e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -13792345.000000 Penalty: 13779.018555
	Iteration 12Q: 3 clusters Score -1.379234e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -13794527.000000 Penalty: 13779.018555
	Iteration 13Q: 3 clusters Score -1.379453e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -13796882.000000 Penalty: 13779.018555
	Iteration 14Q: 3 clusters Score -1.379688e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -13798665.000000 Penalty: 13779.018555
	Iteration 15Q: 3 clusters Score -1.379866e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -13799847.000000 Penalty: 13779.018555
	Iteration 16Q: 3 clusters Score -1.379985e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -13800689.000000 Penalty: 13779.018555
	Iteration 17Q: 3 clusters Score -1.380069e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -13801479.000000 Penalty: 13779.018555
	Iteration 18Q: 3 clusters Score -1.380148e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -13802124.000000 Penalty: 13779.018555
	Iteration 19Q: 3 clusters Score -1.380212e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -13802798.000000 Penalty: 13779.018555
	Iteration 20F: 3 clusters Score -1.38028e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -13803533.000000 Penalty: 13779.018555
	Iteration 21Q: 3 clusters Score -1.380353e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -13804340.000000 Penalty: 13779.018555
	Iteration 22Q: 3 clusters Score -1.380434e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -13805244.000000 Penalty: 13779.018555
	Iteration 23Q: 3 clusters Score -1.380524e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -13806086.000000 Penalty: 13779.018555
	Iteration 24Q: 3 clusters Score -1.380609e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -13806891.000000 Penalty: 13779.018555
	Iteration 25Q: 3 clusters Score -1.380689e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -13807535.000000 Penalty: 13779.018555
	Iteration 26Q: 3 clusters Score -1.380754e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -13808121.000000 Penalty: 13779.018555
	Iteration 27Q: 3 clusters Score -1.380812e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -13808547.000000 Penalty: 13779.018555
	Iteration 28Q: 3 clusters Score -1.380855e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -13808876.000000 Penalty: 13779.018555
	Iteration 29Q: 3 clusters Score -1.380888e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -13809141.000000 Penalty: 13779.018555
	Iteration 30Q: 3 clusters Score -1.380914e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -13809313.000000 Penalty: 13779.018555
	Iteration 31Q: 3 clusters Score -1.380931e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -13809363.000000 Penalty: 13779.018555
	Iteration 32Q: 3 clusters Score -1.380936e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -13809354.000000 Penalty: 13779.018555
	Iteration 33Q: 3 clusters Score -1.380935e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -13809458.000000 Penalty: 13779.018555
	Iteration 34Q: 3 clusters Score -1.380946e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -13809503.000000 Penalty: 13779.018555
	Iteration 35Q: 3 clusters Score -1.38095e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -13809525.000000 Penalty: 13779.018555
	Iteration 36Q: 3 clusters Score -1.380952e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -13809524.000000 Penalty: 13779.018555
	Iteration 37Q: 3 clusters Score -1.380952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -13809531.000000 Penalty: 13779.018555
	Iteration 38Q: 3 clusters Score -1.380953e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -13809546.000000 Penalty: 13779.018555
	Iteration 39Q: 3 clusters Score -1.380955e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -13809549.000000 Penalty: 13779.018555
	Iteration 40F: 3 clusters Score -1.380955e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -13809558.000000 Penalty: 13779.018555
	Iteration 41Q: 3 clusters Score -1.380956e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -13809577.000000 Penalty: 13779.018555
	Iteration 42Q: 3 clusters Score -1.380958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -13809593.000000 Penalty: 13779.018555
	Iteration 43Q: 3 clusters Score -1.380959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -13809593.000000 Penalty: 13779.018555
	Iteration 44Q: 3 clusters Score -1.380959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -13809596.000000 Penalty: 13779.018555
	Iteration 45Q: 3 clusters Score -1.38096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -13809591.000000 Penalty: 13779.018555
	Iteration 46Q: 3 clusters Score -1.380959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -13809580.000000 Penalty: 13779.018555
	Iteration 47Q: 3 clusters Score -1.380958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -13809588.000000 Penalty: 13779.018555
	Iteration 48Q: 3 clusters Score -1.380959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -13809583.000000 Penalty: 13779.018555
	Iteration 49Q: 3 clusters Score -1.380958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -13809585.000000 Penalty: 13779.018555
	Iteration 50Q: 3 clusters Score -1.380958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -13809577.000000 Penalty: 13779.018555
	Iteration 51Q: 3 clusters Score -1.380958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -13809587.000000 Penalty: 13779.018555
	Iteration 52Q: 3 clusters Score -1.380959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -13809584.000000 Penalty: 13779.018555
	Iteration 53Q: 3 clusters Score -1.380958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -13809590.000000 Penalty: 13779.018555
	Iteration 54Q: 3 clusters Score -1.380959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -13809589.000000 Penalty: 13779.018555
	Iteration 55Q: 3 clusters Score -1.380959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -13809592.000000 Penalty: 13779.018555
	Iteration 56Q: 3 clusters Score -1.380959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -13809592.000000 Penalty: 13779.018555
	Iteration 57Q: 3 clusters Score -1.380959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -13809591.000000 Penalty: 13779.018555
	Iteration 58Q: 3 clusters Score -1.380959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -13809589.000000 Penalty: 13779.018555
	Iteration 59Q: 3 clusters Score -1.380959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -13809584.000000 Penalty: 13779.018555
	Iteration 60F: 3 clusters Score -1.380958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -13809596.000000 Penalty: 13779.018555
	Iteration 61Q: 3 clusters Score -1.38096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -13809588.000000 Penalty: 13779.018555
	Iteration 62Q: 3 clusters Score -1.380959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -13809589.000000 Penalty: 13779.018555
	Iteration 63Q: 3 clusters Score -1.380959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -13809585.000000 Penalty: 13779.018555
	Iteration 64Q: 3 clusters Score -1.380958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -13809587.000000 Penalty: 13779.018555
	Iteration 65Q: 3 clusters Score -1.380959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -13809587.000000 Penalty: 13779.018555
	Iteration 66F: 3 clusters Score -1.380959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 68207 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 20399 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 41584 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 180590 members 
Entering Unmasked Estep 
Score: -226756688.000000 Penalty: 189491.578125
Splitting cluster 6 changes total score from -226661952.000000 to -226756688.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (6464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Entering Unmasked Estep 
Score: -1152727.000000 Penalty: 5374.077637
	Iteration 0F: 2 clusters Score -1152727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1144757.500000 Penalty: 10748.155273
	Iteration 0F: 3 clusters Score -1144758 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1146140.750000 Penalty: 10748.155273
	Iteration 1F: 3 clusters Score -1146141 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1146530.875000 Penalty: 10748.155273
	Iteration 2F: 3 clusters Score -1146531 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1146825.750000 Penalty: 10748.155273
	Iteration 3Q: 3 clusters Score -1146826 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1147139.000000 Penalty: 10748.155273
	Iteration 4Q: 3 clusters Score -1147139 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1147520.125000 Penalty: 10748.155273
	Iteration 5Q: 3 clusters Score -1147520 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1147958.375000 Penalty: 10748.155273
	Iteration 6Q: 3 clusters Score -1147958 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1148384.500000 Penalty: 10748.155273
	Iteration 7F: 3 clusters Score -1148384 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1148762.125000 Penalty: 10748.155273
	Iteration 8Q: 3 clusters Score -1148762 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1149033.375000 Penalty: 10748.155273
	Iteration 9Q: 3 clusters Score -1149033 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1149213.625000 Penalty: 10748.155273
	Iteration 10Q: 3 clusters Score -1149214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1149343.875000 Penalty: 10748.155273
	Iteration 11Q: 3 clusters Score -1149344 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1149437.875000 Penalty: 10748.155273
	Iteration 12Q: 3 clusters Score -1149438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1149524.875000 Penalty: 10748.155273
	Iteration 13Q: 3 clusters Score -1149525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1149579.250000 Penalty: 10748.155273
	Iteration 14Q: 3 clusters Score -1149579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1149615.750000 Penalty: 10748.155273
	Iteration 15Q: 3 clusters Score -1149616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1149644.125000 Penalty: 10748.155273
	Iteration 16Q: 3 clusters Score -1149644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1149672.625000 Penalty: 10748.155273
	Iteration 17Q: 3 clusters Score -1149673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1149687.250000 Penalty: 10748.155273
	Iteration 18Q: 3 clusters Score -1149687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1149694.625000 Penalty: 10748.155273
	Iteration 19Q: 3 clusters Score -1149695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1149700.875000 Penalty: 10748.155273
	Iteration 20F: 3 clusters Score -1149701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1149706.125000 Penalty: 10748.155273
	Iteration 21Q: 3 clusters Score -1149706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1149710.125000 Penalty: 10748.155273
	Iteration 22Q: 3 clusters Score -1149710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1149712.625000 Penalty: 10748.155273
	Iteration 23Q: 3 clusters Score -1149713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1149712.125000 Penalty: 10748.155273
	Iteration 24Q: 3 clusters Score -1149712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1149710.375000 Penalty: 10748.155273
	Iteration 25Q: 3 clusters Score -1149710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1149713.125000 Penalty: 10748.155273
	Iteration 26Q: 3 clusters Score -1149713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1149715.750000 Penalty: 10748.155273
	Iteration 27Q: 3 clusters Score -1149716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1149718.375000 Penalty: 10748.155273
	Iteration 28Q: 3 clusters Score -1149718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1149717.875000 Penalty: 10748.155273
	Iteration 29Q: 3 clusters Score -1149718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1149717.875000 Penalty: 10748.155273
	Iteration 30Q: 3 clusters Score -1149718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1149717.875000 Penalty: 10748.155273
	Iteration 31F: 3 clusters Score -1149718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Entering Unmasked Estep 
Score: -12060965.000000 Penalty: 6817.310059
	Iteration 0F: 2 clusters Score -1.206096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -12013989.000000 Penalty: 13634.620117
	Iteration 0F: 3 clusters Score -1.201399e+07 nChanged 30578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -12032962.000000 Penalty: 13634.620117
	Iteration 1F: 3 clusters Score -1.203296e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -12038457.000000 Penalty: 13634.620117
	Iteration 2F: 3 clusters Score -1.203846e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -12045064.000000 Penalty: 13634.620117
	Iteration 3F: 3 clusters Score -1.204506e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -12051541.000000 Penalty: 13634.620117
	Iteration 4F: 3 clusters Score -1.205154e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -12056420.000000 Penalty: 13634.620117
	Iteration 5F: 3 clusters Score -1.205642e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -12059225.000000 Penalty: 13634.620117
	Iteration 6F: 3 clusters Score -1.205922e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -12060564.000000 Penalty: 13634.620117
	Iteration 7Q: 3 clusters Score -1.206056e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -12061502.000000 Penalty: 13634.620117
	Iteration 8Q: 3 clusters Score -1.20615e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -12062431.000000 Penalty: 13634.620117
	Iteration 9Q: 3 clusters Score -1.206243e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -12063320.000000 Penalty: 13634.620117
	Iteration 10Q: 3 clusters Score -1.206332e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -12064210.000000 Penalty: 13634.620117
	Iteration 11Q: 3 clusters Score -1.206421e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -12064727.000000 Penalty: 13634.620117
	Iteration 12Q: 3 clusters Score -1.206473e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -12064964.000000 Penalty: 13634.620117
	Iteration 13Q: 3 clusters Score -1.206496e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -12065136.000000 Penalty: 13634.620117
	Iteration 14Q: 3 clusters Score -1.206514e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -12065244.000000 Penalty: 13634.620117
	Iteration 15Q: 3 clusters Score -1.206524e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -12065271.000000 Penalty: 13634.620117
	Iteration 16Q: 3 clusters Score -1.206527e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -12065274.000000 Penalty: 13634.620117
	Iteration 17Q: 3 clusters Score -1.206527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -12065316.000000 Penalty: 13634.620117
	Iteration 18Q: 3 clusters Score -1.206532e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -12065354.000000 Penalty: 13634.620117
	Iteration 19Q: 3 clusters Score -1.206535e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -12065340.000000 Penalty: 13634.620117
	Iteration 20F: 3 clusters Score -1.206534e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -12065329.000000 Penalty: 13634.620117
	Iteration 21Q: 3 clusters Score -1.206533e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -12065348.000000 Penalty: 13634.620117
	Iteration 22Q: 3 clusters Score -1.206535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -12065344.000000 Penalty: 13634.620117
	Iteration 23Q: 3 clusters Score -1.206534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -12065357.000000 Penalty: 13634.620117
	Iteration 24Q: 3 clusters Score -1.206536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -12065357.000000 Penalty: 13634.620117
	Iteration 25Q: 3 clusters Score -1.206536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -12065371.000000 Penalty: 13634.620117
	Iteration 26Q: 3 clusters Score -1.206537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -12065370.000000 Penalty: 13634.620117
	Iteration 27Q: 3 clusters Score -1.206537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -12065367.000000 Penalty: 13634.620117
	Iteration 28Q: 3 clusters Score -1.206537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -12065348.000000 Penalty: 13634.620117
	Iteration 29Q: 3 clusters Score -1.206535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -12065357.000000 Penalty: 13634.620117
	Iteration 30Q: 3 clusters Score -1.206536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -12065360.000000 Penalty: 13634.620117
	Iteration 31Q: 3 clusters Score -1.206536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -12065366.000000 Penalty: 13634.620117
	Iteration 32Q: 3 clusters Score -1.206537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -12065370.000000 Penalty: 13634.620117
	Iteration 33Q: 3 clusters Score -1.206537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -12065358.000000 Penalty: 13634.620117
	Iteration 34Q: 3 clusters Score -1.206536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -12065363.000000 Penalty: 13634.620117
	Iteration 35Q: 3 clusters Score -1.206536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -12065362.000000 Penalty: 13634.620117
	Iteration 36Q: 3 clusters Score -1.206536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -12065359.000000 Penalty: 13634.620117
	Iteration 37Q: 3 clusters Score -1.206536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -12065361.000000 Penalty: 13634.620117
	Iteration 38Q: 3 clusters Score -1.206536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -12065362.000000 Penalty: 13634.620117
	Iteration 39Q: 3 clusters Score -1.206536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -12065368.000000 Penalty: 13634.620117
	Iteration 40F: 3 clusters Score -1.206537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -12065360.000000 Penalty: 13634.620117
	Iteration 41Q: 3 clusters Score -1.206536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -12065358.000000 Penalty: 13634.620117
	Iteration 42Q: 3 clusters Score -1.206536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -12065363.000000 Penalty: 13634.620117
	Iteration 43Q: 3 clusters Score -1.206536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -12065363.000000 Penalty: 13634.620117
	Iteration 44Q: 3 clusters Score -1.206536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -12065363.000000 Penalty: 13634.620117
	Iteration 45F: 3 clusters Score -1.206536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 20399 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 41584 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 20 contains 62628 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 180590 members 
Entering Unmasked Estep 
Score: -226759744.000000 Penalty: 198104.828125
Splitting cluster 8 changes total score from -226661952.000000 to -226759744.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (24619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Entering Unmasked Estep 
Score: -4197037.500000 Penalty: 6193.155273
	Iteration 0F: 2 clusters Score -4197038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4177593.250000 Penalty: 12386.310547
	Iteration 0F: 3 clusters Score -4177593 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4183245.000000 Penalty: 12386.310547
	Iteration 1F: 3 clusters Score -4183245 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4184226.000000 Penalty: 12386.310547
	Iteration 2F: 3 clusters Score -4184226 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4185213.250000 Penalty: 12386.310547
	Iteration 3F: 3 clusters Score -4185213 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4186226.250000 Penalty: 12386.310547
	Iteration 4F: 3 clusters Score -4186226 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4187207.000000 Penalty: 12386.310547
	Iteration 5F: 3 clusters Score -4187207 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4188094.750000 Penalty: 12386.310547
	Iteration 6F: 3 clusters Score -4188095 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4188805.250000 Penalty: 12386.310547
	Iteration 7Q: 3 clusters Score -4188805 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4189461.250000 Penalty: 12386.310547
	Iteration 8Q: 3 clusters Score -4189461 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4190049.500000 Penalty: 12386.310547
	Iteration 9Q: 3 clusters Score -4190050 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4190620.250000 Penalty: 12386.310547
	Iteration 10Q: 3 clusters Score -4190620 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4191115.000000 Penalty: 12386.310547
	Iteration 11Q: 3 clusters Score -4191115 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -4191585.000000 Penalty: 12386.310547
	Iteration 12Q: 3 clusters Score -4191585 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4192000.500000 Penalty: 12386.310547
	Iteration 13Q: 3 clusters Score -4192000 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4192335.250000 Penalty: 12386.310547
	Iteration 14Q: 3 clusters Score -4192335 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4192638.500000 Penalty: 12386.310547
	Iteration 15Q: 3 clusters Score -4192638 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4192861.750000 Penalty: 12386.310547
	Iteration 16Q: 3 clusters Score -4192862 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -4193007.750000 Penalty: 12386.310547
	Iteration 17Q: 3 clusters Score -4193008 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -4193159.500000 Penalty: 12386.310547
	Iteration 18Q: 3 clusters Score -4193160 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4193306.250000 Penalty: 12386.310547
	Iteration 19Q: 3 clusters Score -4193306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4193423.750000 Penalty: 12386.310547
	Iteration 20F: 3 clusters Score -4193424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4193506.000000 Penalty: 12386.310547
	Iteration 21Q: 3 clusters Score -4193506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4193574.000000 Penalty: 12386.310547
	Iteration 22Q: 3 clusters Score -4193574 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4193637.750000 Penalty: 12386.310547
	Iteration 23Q: 3 clusters Score -4193638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4193679.250000 Penalty: 12386.310547
	Iteration 24Q: 3 clusters Score -4193679 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4193709.750000 Penalty: 12386.310547
	Iteration 25Q: 3 clusters Score -4193710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4193737.250000 Penalty: 12386.310547
	Iteration 26Q: 3 clusters Score -4193737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4193769.250000 Penalty: 12386.310547
	Iteration 27Q: 3 clusters Score -4193769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4193782.750000 Penalty: 12386.310547
	Iteration 28Q: 3 clusters Score -4193783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4193807.500000 Penalty: 12386.310547
	Iteration 29Q: 3 clusters Score -4193808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4193832.000000 Penalty: 12386.310547
	Iteration 30Q: 3 clusters Score -4193832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -4193847.250000 Penalty: 12386.310547
	Iteration 31Q: 3 clusters Score -4193847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4193881.500000 Penalty: 12386.310547
	Iteration 32Q: 3 clusters Score -4193882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4193898.500000 Penalty: 12386.310547
	Iteration 33Q: 3 clusters Score -4193898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4193911.750000 Penalty: 12386.310547
	Iteration 34Q: 3 clusters Score -4193912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4193930.250000 Penalty: 12386.310547
	Iteration 35Q: 3 clusters Score -4193930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4193933.250000 Penalty: 12386.310547
	Iteration 36Q: 3 clusters Score -4193933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4193961.750000 Penalty: 12386.310547
	Iteration 37Q: 3 clusters Score -4193962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4193954.750000 Penalty: 12386.310547
	Iteration 38Q: 3 clusters Score -4193955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4193973.000000 Penalty: 12386.310547
	Iteration 39Q: 3 clusters Score -4193973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -4193987.750000 Penalty: 12386.310547
	Iteration 40F: 3 clusters Score -4193988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -4193993.000000 Penalty: 12386.310547
	Iteration 41Q: 3 clusters Score -4193993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -4194002.750000 Penalty: 12386.310547
	Iteration 42Q: 3 clusters Score -4194003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4194008.750000 Penalty: 12386.310547
	Iteration 43Q: 3 clusters Score -4194009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -4194014.750000 Penalty: 12386.310547
	Iteration 44Q: 3 clusters Score -4194015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4194022.250000 Penalty: 12386.310547
	Iteration 45Q: 3 clusters Score -4194022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -4194018.750000 Penalty: 12386.310547
	Iteration 46Q: 3 clusters Score -4194019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4194027.750000 Penalty: 12386.310547
	Iteration 47Q: 3 clusters Score -4194028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -4194030.000000 Penalty: 12386.310547
	Iteration 48Q: 3 clusters Score -4194030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4194027.750000 Penalty: 12386.310547
	Iteration 49Q: 3 clusters Score -4194028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4194036.500000 Penalty: 12386.310547
	Iteration 50Q: 3 clusters Score -4194036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4194042.000000 Penalty: 12386.310547
	Iteration 51Q: 3 clusters Score -4194042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4194043.750000 Penalty: 12386.310547
	Iteration 52Q: 3 clusters Score -4194044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4194054.500000 Penalty: 12386.310547
	Iteration 53Q: 3 clusters Score -4194054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -4194052.250000 Penalty: 12386.310547
	Iteration 54Q: 3 clusters Score -4194052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4194064.000000 Penalty: 12386.310547
	Iteration 55Q: 3 clusters Score -4194064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4194063.250000 Penalty: 12386.310547
	Iteration 56Q: 3 clusters Score -4194063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4194075.250000 Penalty: 12386.310547
	Iteration 57Q: 3 clusters Score -4194075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -4194078.500000 Penalty: 12386.310547
	Iteration 58Q: 3 clusters Score -4194078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4194086.000000 Penalty: 12386.310547
	Iteration 59Q: 3 clusters Score -4194086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4194091.250000 Penalty: 12386.310547
	Iteration 60F: 3 clusters Score -4194091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4194080.000000 Penalty: 12386.310547
	Iteration 61Q: 3 clusters Score -4194080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4194087.250000 Penalty: 12386.310547
	Iteration 62Q: 3 clusters Score -4194087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4194086.500000 Penalty: 12386.310547
	Iteration 63Q: 3 clusters Score -4194086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4194101.000000 Penalty: 12386.310547
	Iteration 64Q: 3 clusters Score -4194101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4194102.000000 Penalty: 12386.310547
	Iteration 65Q: 3 clusters Score -4194102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4194108.000000 Penalty: 12386.310547
	Iteration 66Q: 3 clusters Score -4194108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4194109.000000 Penalty: 12386.310547
	Iteration 67Q: 3 clusters Score -4194109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4194109.750000 Penalty: 12386.310547
	Iteration 68Q: 3 clusters Score -4194110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4194113.250000 Penalty: 12386.310547
	Iteration 69Q: 3 clusters Score -4194113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4194117.250000 Penalty: 12386.310547
	Iteration 70Q: 3 clusters Score -4194117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4194129.750000 Penalty: 12386.310547
	Iteration 71Q: 3 clusters Score -4194130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4194133.250000 Penalty: 12386.310547
	Iteration 72Q: 3 clusters Score -4194133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -4194134.750000 Penalty: 12386.310547
	Iteration 73Q: 3 clusters Score -4194135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4194129.000000 Penalty: 12386.310547
	Iteration 74Q: 3 clusters Score -4194129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4194136.000000 Penalty: 12386.310547
	Iteration 75Q: 3 clusters Score -4194136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4194135.250000 Penalty: 12386.310547
	Iteration 76Q: 3 clusters Score -4194135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4194136.250000 Penalty: 12386.310547
	Iteration 77Q: 3 clusters Score -4194136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4194134.750000 Penalty: 12386.310547
	Iteration 78Q: 3 clusters Score -4194135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4194139.250000 Penalty: 12386.310547
	Iteration 79Q: 3 clusters Score -4194139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4194140.500000 Penalty: 12386.310547
	Iteration 80F: 3 clusters Score -4194140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4194139.750000 Penalty: 12386.310547
	Iteration 81Q: 3 clusters Score -4194140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4194142.500000 Penalty: 12386.310547
	Iteration 82Q: 3 clusters Score -4194142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4194142.500000 Penalty: 12386.310547
	Iteration 83F: 3 clusters Score -4194142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Entering Unmasked Estep 
Score: -7172347.500000 Penalty: 6501.395996
	Iteration 0F: 2 clusters Score -7172348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7142526.500000 Penalty: 13002.791992
	Iteration 0F: 3 clusters Score -7142526 nChanged 17755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -7152042.500000 Penalty: 13002.791992
	Iteration 1F: 3 clusters Score -7152042 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7153264.500000 Penalty: 13002.791992
	Iteration 2F: 3 clusters Score -7153264 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -7154647.000000 Penalty: 13002.791992
	Iteration 3F: 3 clusters Score -7154647 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7156084.000000 Penalty: 13002.791992
	Iteration 4F: 3 clusters Score -7156084 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -7157613.000000 Penalty: 13002.791992
	Iteration 5F: 3 clusters Score -7157613 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -7159106.000000 Penalty: 13002.791992
	Iteration 6F: 3 clusters Score -7159106 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -7160619.500000 Penalty: 13002.791992
	Iteration 7F: 3 clusters Score -7160620 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -7162013.500000 Penalty: 13002.791992
	Iteration 8F: 3 clusters Score -7162014 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7163142.500000 Penalty: 13002.791992
	Iteration 9Q: 3 clusters Score -7163142 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7164059.000000 Penalty: 13002.791992
	Iteration 10Q: 3 clusters Score -7164059 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -7164831.000000 Penalty: 13002.791992
	Iteration 11Q: 3 clusters Score -7164831 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -7165540.500000 Penalty: 13002.791992
	Iteration 12Q: 3 clusters Score -7165540 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -7166099.000000 Penalty: 13002.791992
	Iteration 13Q: 3 clusters Score -7166099 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -7166553.500000 Penalty: 13002.791992
	Iteration 14Q: 3 clusters Score -7166554 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7166987.500000 Penalty: 13002.791992
	Iteration 15Q: 3 clusters Score -7166988 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7167321.000000 Penalty: 13002.791992
	Iteration 16Q: 3 clusters Score -7167321 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -7167579.000000 Penalty: 13002.791992
	Iteration 17Q: 3 clusters Score -7167579 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -7167864.500000 Penalty: 13002.791992
	Iteration 18Q: 3 clusters Score -7167864 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -7168070.000000 Penalty: 13002.791992
	Iteration 19Q: 3 clusters Score -7168070 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -7168270.500000 Penalty: 13002.791992
	Iteration 20F: 3 clusters Score -7168270 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7168558.500000 Penalty: 13002.791992
	Iteration 21Q: 3 clusters Score -7168558 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -7168990.000000 Penalty: 13002.791992
	Iteration 22Q: 3 clusters Score -7168990 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -7169442.000000 Penalty: 13002.791992
	Iteration 23Q: 3 clusters Score -7169442 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -7169877.000000 Penalty: 13002.791992
	Iteration 24Q: 3 clusters Score -7169877 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -7170152.500000 Penalty: 13002.791992
	Iteration 25Q: 3 clusters Score -7170152 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7170340.500000 Penalty: 13002.791992
	Iteration 26Q: 3 clusters Score -7170340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7170460.500000 Penalty: 13002.791992
	Iteration 27Q: 3 clusters Score -7170460 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -7170544.500000 Penalty: 13002.791992
	Iteration 28Q: 3 clusters Score -7170544 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -7170622.500000 Penalty: 13002.791992
	Iteration 29Q: 3 clusters Score -7170622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7170663.500000 Penalty: 13002.791992
	Iteration 30Q: 3 clusters Score -7170664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -7170709.000000 Penalty: 13002.791992
	Iteration 31Q: 3 clusters Score -7170709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -7170769.500000 Penalty: 13002.791992
	Iteration 32Q: 3 clusters Score -7170770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7170815.500000 Penalty: 13002.791992
	Iteration 33Q: 3 clusters Score -7170816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -7170845.000000 Penalty: 13002.791992
	Iteration 34Q: 3 clusters Score -7170845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -7170870.500000 Penalty: 13002.791992
	Iteration 35Q: 3 clusters Score -7170870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7170908.000000 Penalty: 13002.791992
	Iteration 36Q: 3 clusters Score -7170908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7170920.500000 Penalty: 13002.791992
	Iteration 37Q: 3 clusters Score -7170920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -7170941.000000 Penalty: 13002.791992
	Iteration 38Q: 3 clusters Score -7170941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7170990.000000 Penalty: 13002.791992
	Iteration 39Q: 3 clusters Score -7170990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -7171068.500000 Penalty: 13002.791992
	Iteration 40F: 3 clusters Score -7171068 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -7171149.500000 Penalty: 13002.791992
	Iteration 41Q: 3 clusters Score -7171150 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7171263.500000 Penalty: 13002.791992
	Iteration 42Q: 3 clusters Score -7171264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -7171394.500000 Penalty: 13002.791992
	Iteration 43Q: 3 clusters Score -7171394 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -7171524.500000 Penalty: 13002.791992
	Iteration 44Q: 3 clusters Score -7171524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7171628.500000 Penalty: 13002.791992
	Iteration 45Q: 3 clusters Score -7171628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -7171711.500000 Penalty: 13002.791992
	Iteration 46Q: 3 clusters Score -7171712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7171764.000000 Penalty: 13002.791992
	Iteration 47Q: 3 clusters Score -7171764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -7171822.000000 Penalty: 13002.791992
	Iteration 48Q: 3 clusters Score -7171822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -7171854.000000 Penalty: 13002.791992
	Iteration 49Q: 3 clusters Score -7171854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -7171878.000000 Penalty: 13002.791992
	Iteration 50Q: 3 clusters Score -7171878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -7171897.500000 Penalty: 13002.791992
	Iteration 51Q: 3 clusters Score -7171898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7171906.000000 Penalty: 13002.791992
	Iteration 52Q: 3 clusters Score -7171906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -7171929.000000 Penalty: 13002.791992
	Iteration 53Q: 3 clusters Score -7171929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -7171923.000000 Penalty: 13002.791992
	Iteration 54Q: 3 clusters Score -7171923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7171932.500000 Penalty: 13002.791992
	Iteration 55Q: 3 clusters Score -7171932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7171939.000000 Penalty: 13002.791992
	Iteration 56Q: 3 clusters Score -7171939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -7171945.500000 Penalty: 13002.791992
	Iteration 57Q: 3 clusters Score -7171946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7171956.000000 Penalty: 13002.791992
	Iteration 58Q: 3 clusters Score -7171956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -7171961.500000 Penalty: 13002.791992
	Iteration 59Q: 3 clusters Score -7171962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -7171981.500000 Penalty: 13002.791992
	Iteration 60F: 3 clusters Score -7171982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -7171982.000000 Penalty: 13002.791992
	Iteration 61Q: 3 clusters Score -7171982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -7171984.000000 Penalty: 13002.791992
	Iteration 62Q: 3 clusters Score -7171984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -7171989.000000 Penalty: 13002.791992
	Iteration 63Q: 3 clusters Score -7171989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7171996.000000 Penalty: 13002.791992
	Iteration 64Q: 3 clusters Score -7171996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7171996.500000 Penalty: 13002.791992
	Iteration 65Q: 3 clusters Score -7171996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -7172007.500000 Penalty: 13002.791992
	Iteration 66Q: 3 clusters Score -7172008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -7172003.000000 Penalty: 13002.791992
	Iteration 67Q: 3 clusters Score -7172003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -7172018.000000 Penalty: 13002.791992
	Iteration 68Q: 3 clusters Score -7172018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -7172023.500000 Penalty: 13002.791992
	Iteration 69Q: 3 clusters Score -7172024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -7172038.000000 Penalty: 13002.791992
	Iteration 70Q: 3 clusters Score -7172038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -7172044.000000 Penalty: 13002.791992
	Iteration 71Q: 3 clusters Score -7172044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -7172049.500000 Penalty: 13002.791992
	Iteration 72Q: 3 clusters Score -7172050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7172059.500000 Penalty: 13002.791992
	Iteration 73Q: 3 clusters Score -7172060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -7172057.500000 Penalty: 13002.791992
	Iteration 74Q: 3 clusters Score -7172058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -7172053.500000 Penalty: 13002.791992
	Iteration 75Q: 3 clusters Score -7172054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7172057.000000 Penalty: 13002.791992
	Iteration 76Q: 3 clusters Score -7172057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -7172067.500000 Penalty: 13002.791992
	Iteration 77Q: 3 clusters Score -7172068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7172063.500000 Penalty: 13002.791992
	Iteration 78Q: 3 clusters Score -7172064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7172063.500000 Penalty: 13002.791992
	Iteration 79Q: 3 clusters Score -7172064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -7172060.500000 Penalty: 13002.791992
	Iteration 80F: 3 clusters Score -7172060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -7172064.000000 Penalty: 13002.791992
	Iteration 81Q: 3 clusters Score -7172064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -7172071.000000 Penalty: 13002.791992
	Iteration 82Q: 3 clusters Score -7172071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -7172066.000000 Penalty: 13002.791992
	Iteration 83Q: 3 clusters Score -7172066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -7172064.500000 Penalty: 13002.791992
	Iteration 84Q: 3 clusters Score -7172064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7172063.500000 Penalty: 13002.791992
	Iteration 85Q: 3 clusters Score -7172064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7172063.500000 Penalty: 13002.791992
	Iteration 86F: 3 clusters Score -7172064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Entering Unmasked Estep 
Score: -3453269.250000 Penalty: 6077.985352
	Iteration 0F: 2 clusters Score -3453269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3436557.750000 Penalty: 12155.970703
	Iteration 0F: 3 clusters Score -3436558 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3441684.250000 Penalty: 12155.970703
	Iteration 1F: 3 clusters Score -3441684 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3444081.500000 Penalty: 12155.970703
	Iteration 2F: 3 clusters Score -3444082 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3446187.500000 Penalty: 12155.970703
	Iteration 3F: 3 clusters Score -3446188 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3447918.500000 Penalty: 12155.970703
	Iteration 4F: 3 clusters Score -3447918 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3449493.750000 Penalty: 12155.970703
	Iteration 5F: 3 clusters Score -3449494 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3450819.500000 Penalty: 12155.970703
	Iteration 6F: 3 clusters Score -3450820 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3451839.500000 Penalty: 12155.970703
	Iteration 7F: 3 clusters Score -3451840 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3452441.000000 Penalty: 12155.970703
	Iteration 8Q: 3 clusters Score -3452441 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3452808.250000 Penalty: 12155.970703
	Iteration 9Q: 3 clusters Score -3452808 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3453115.500000 Penalty: 12155.970703
	Iteration 10Q: 3 clusters Score -3453116 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3453350.750000 Penalty: 12155.970703
	Iteration 11Q: 3 clusters Score -3453351 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3453586.000000 Penalty: 12155.970703
	Iteration 12Q: 3 clusters Score -3453586 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3453789.000000 Penalty: 12155.970703
	Iteration 13Q: 3 clusters Score -3453789 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3453954.250000 Penalty: 12155.970703
	Iteration 14Q: 3 clusters Score -3453954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3454102.000000 Penalty: 12155.970703
	Iteration 15Q: 3 clusters Score -3454102 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3454252.250000 Penalty: 12155.970703
	Iteration 16Q: 3 clusters Score -3454252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3454423.250000 Penalty: 12155.970703
	Iteration 17Q: 3 clusters Score -3454423 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3454609.750000 Penalty: 12155.970703
	Iteration 18Q: 3 clusters Score -3454610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3454768.250000 Penalty: 12155.970703
	Iteration 19Q: 3 clusters Score -3454768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3454935.500000 Penalty: 12155.970703
	Iteration 20F: 3 clusters Score -3454936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3455073.500000 Penalty: 12155.970703
	Iteration 21Q: 3 clusters Score -3455074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3455213.000000 Penalty: 12155.970703
	Iteration 22Q: 3 clusters Score -3455213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3455303.250000 Penalty: 12155.970703
	Iteration 23Q: 3 clusters Score -3455303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3455397.750000 Penalty: 12155.970703
	Iteration 24Q: 3 clusters Score -3455398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3455454.750000 Penalty: 12155.970703
	Iteration 25Q: 3 clusters Score -3455455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3455517.500000 Penalty: 12155.970703
	Iteration 26Q: 3 clusters Score -3455518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3455567.500000 Penalty: 12155.970703
	Iteration 27Q: 3 clusters Score -3455568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3455624.500000 Penalty: 12155.970703
	Iteration 28Q: 3 clusters Score -3455624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3455657.750000 Penalty: 12155.970703
	Iteration 29Q: 3 clusters Score -3455658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3455723.000000 Penalty: 12155.970703
	Iteration 30Q: 3 clusters Score -3455723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3455768.500000 Penalty: 12155.970703
	Iteration 31Q: 3 clusters Score -3455768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3455801.500000 Penalty: 12155.970703
	Iteration 32Q: 3 clusters Score -3455802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3455833.250000 Penalty: 12155.970703
	Iteration 33Q: 3 clusters Score -3455833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3455850.000000 Penalty: 12155.970703
	Iteration 34Q: 3 clusters Score -3455850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3455865.000000 Penalty: 12155.970703
	Iteration 35Q: 3 clusters Score -3455865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3455874.000000 Penalty: 12155.970703
	Iteration 36Q: 3 clusters Score -3455874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3455890.750000 Penalty: 12155.970703
	Iteration 37Q: 3 clusters Score -3455891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3455913.000000 Penalty: 12155.970703
	Iteration 38Q: 3 clusters Score -3455913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3455922.500000 Penalty: 12155.970703
	Iteration 39Q: 3 clusters Score -3455922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3455982.250000 Penalty: 12155.970703
	Iteration 40F: 3 clusters Score -3455982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3456070.250000 Penalty: 12155.970703
	Iteration 41Q: 3 clusters Score -3456070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3456106.000000 Penalty: 12155.970703
	Iteration 42Q: 3 clusters Score -3456106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3456114.250000 Penalty: 12155.970703
	Iteration 43Q: 3 clusters Score -3456114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3456112.000000 Penalty: 12155.970703
	Iteration 44Q: 3 clusters Score -3456112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3456123.500000 Penalty: 12155.970703
	Iteration 45Q: 3 clusters Score -3456124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3456122.500000 Penalty: 12155.970703
	Iteration 46Q: 3 clusters Score -3456122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3456122.500000 Penalty: 12155.970703
	Iteration 47F: 3 clusters Score -3456122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 41584 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 20 contains 62628 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 180590 members 
Entering Unmasked Estep 
Score: -226759072.000000 Penalty: 206718.078125
Splitting cluster 11 changes total score from -226661952.000000 to -226759072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (15811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Entering Unmasked Estep 
Score: -2736379.750000 Penalty: 5921.932129
	Iteration 0F: 2 clusters Score -2736380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2722501.750000 Penalty: 11843.864258
	Iteration 0F: 3 clusters Score -2722502 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2725843.750000 Penalty: 11843.864258
	Iteration 1F: 3 clusters Score -2725844 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2726400.500000 Penalty: 11843.864258
	Iteration 2F: 3 clusters Score -2726400 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2726761.750000 Penalty: 11843.864258
	Iteration 3Q: 3 clusters Score -2726762 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2727010.750000 Penalty: 11843.864258
	Iteration 4Q: 3 clusters Score -2727011 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2727211.750000 Penalty: 11843.864258
	Iteration 5Q: 3 clusters Score -2727212 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2727395.000000 Penalty: 11843.864258
	Iteration 6Q: 3 clusters Score -2727395 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2727572.750000 Penalty: 11843.864258
	Iteration 7Q: 3 clusters Score -2727573 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2727758.750000 Penalty: 11843.864258
	Iteration 8Q: 3 clusters Score -2727759 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2727912.000000 Penalty: 11843.864258
	Iteration 9Q: 3 clusters Score -2727912 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2728068.000000 Penalty: 11843.864258
	Iteration 10Q: 3 clusters Score -2728068 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2728226.000000 Penalty: 11843.864258
	Iteration 11Q: 3 clusters Score -2728226 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2728365.250000 Penalty: 11843.864258
	Iteration 12Q: 3 clusters Score -2728365 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2728499.750000 Penalty: 11843.864258
	Iteration 13Q: 3 clusters Score -2728500 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2728651.000000 Penalty: 11843.864258
	Iteration 14Q: 3 clusters Score -2728651 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2728802.750000 Penalty: 11843.864258
	Iteration 15Q: 3 clusters Score -2728803 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2728963.750000 Penalty: 11843.864258
	Iteration 16Q: 3 clusters Score -2728964 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2729122.750000 Penalty: 11843.864258
	Iteration 17Q: 3 clusters Score -2729123 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2729316.500000 Penalty: 11843.864258
	Iteration 18Q: 3 clusters Score -2729316 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2729548.250000 Penalty: 11843.864258
	Iteration 19Q: 3 clusters Score -2729548 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2729799.500000 Penalty: 11843.864258
	Iteration 20F: 3 clusters Score -2729800 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2730039.250000 Penalty: 11843.864258
	Iteration 21Q: 3 clusters Score -2730039 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2730282.500000 Penalty: 11843.864258
	Iteration 22Q: 3 clusters Score -2730282 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2730515.750000 Penalty: 11843.864258
	Iteration 23Q: 3 clusters Score -2730516 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2730714.000000 Penalty: 11843.864258
	Iteration 24Q: 3 clusters Score -2730714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2730874.250000 Penalty: 11843.864258
	Iteration 25Q: 3 clusters Score -2730874 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2731010.500000 Penalty: 11843.864258
	Iteration 26Q: 3 clusters Score -2731010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2731116.000000 Penalty: 11843.864258
	Iteration 27Q: 3 clusters Score -2731116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2731203.750000 Penalty: 11843.864258
	Iteration 28Q: 3 clusters Score -2731204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2731284.250000 Penalty: 11843.864258
	Iteration 29Q: 3 clusters Score -2731284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2731363.500000 Penalty: 11843.864258
	Iteration 30Q: 3 clusters Score -2731364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2731419.000000 Penalty: 11843.864258
	Iteration 31Q: 3 clusters Score -2731419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2731487.000000 Penalty: 11843.864258
	Iteration 32Q: 3 clusters Score -2731487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2731507.000000 Penalty: 11843.864258
	Iteration 33Q: 3 clusters Score -2731507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2731541.250000 Penalty: 11843.864258
	Iteration 34Q: 3 clusters Score -2731541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2731559.750000 Penalty: 11843.864258
	Iteration 35Q: 3 clusters Score -2731560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2731572.750000 Penalty: 11843.864258
	Iteration 36Q: 3 clusters Score -2731573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2731592.250000 Penalty: 11843.864258
	Iteration 37Q: 3 clusters Score -2731592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2731602.500000 Penalty: 11843.864258
	Iteration 38Q: 3 clusters Score -2731602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2731613.000000 Penalty: 11843.864258
	Iteration 39Q: 3 clusters Score -2731613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2731617.000000 Penalty: 11843.864258
	Iteration 40F: 3 clusters Score -2731617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2731616.250000 Penalty: 11843.864258
	Iteration 41Q: 3 clusters Score -2731616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2731630.250000 Penalty: 11843.864258
	Iteration 42Q: 3 clusters Score -2731630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2731634.750000 Penalty: 11843.864258
	Iteration 43Q: 3 clusters Score -2731635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2731642.250000 Penalty: 11843.864258
	Iteration 44Q: 3 clusters Score -2731642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2731644.250000 Penalty: 11843.864258
	Iteration 45Q: 3 clusters Score -2731644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2731646.250000 Penalty: 11843.864258
	Iteration 46Q: 3 clusters Score -2731646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2731653.750000 Penalty: 11843.864258
	Iteration 47Q: 3 clusters Score -2731654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2731654.000000 Penalty: 11843.864258
	Iteration 48Q: 3 clusters Score -2731654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2731655.500000 Penalty: 11843.864258
	Iteration 49Q: 3 clusters Score -2731656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2731662.750000 Penalty: 11843.864258
	Iteration 50Q: 3 clusters Score -2731663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2731660.750000 Penalty: 11843.864258
	Iteration 51Q: 3 clusters Score -2731661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2731667.250000 Penalty: 11843.864258
	Iteration 52Q: 3 clusters Score -2731667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2731668.750000 Penalty: 11843.864258
	Iteration 53Q: 3 clusters Score -2731669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2731673.250000 Penalty: 11843.864258
	Iteration 54Q: 3 clusters Score -2731673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2731673.250000 Penalty: 11843.864258
	Iteration 55F: 3 clusters Score -2731673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Entering Unmasked Estep 
Score: -1588033.625000 Penalty: 5565.119629
	Iteration 0F: 2 clusters Score -1588034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1578455.500000 Penalty: 11130.239258
	Iteration 0F: 3 clusters Score -1578456 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1580439.875000 Penalty: 11130.239258
	Iteration 1F: 3 clusters Score -1580440 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1580985.500000 Penalty: 11130.239258
	Iteration 2F: 3 clusters Score -1580986 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1581379.500000 Penalty: 11130.239258
	Iteration 3F: 3 clusters Score -1581380 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1581674.625000 Penalty: 11130.239258
	Iteration 4Q: 3 clusters Score -1581675 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1581938.250000 Penalty: 11130.239258
	Iteration 5Q: 3 clusters Score -1581938 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1582209.500000 Penalty: 11130.239258
	Iteration 6Q: 3 clusters Score -1582210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1582461.750000 Penalty: 11130.239258
	Iteration 7Q: 3 clusters Score -1582462 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1582700.875000 Penalty: 11130.239258
	Iteration 8Q: 3 clusters Score -1582701 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1582917.625000 Penalty: 11130.239258
	Iteration 9Q: 3 clusters Score -1582918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1583100.750000 Penalty: 11130.239258
	Iteration 10Q: 3 clusters Score -1583101 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1583293.000000 Penalty: 11130.239258
	Iteration 11Q: 3 clusters Score -1583293 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1583465.625000 Penalty: 11130.239258
	Iteration 12Q: 3 clusters Score -1583466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1583614.875000 Penalty: 11130.239258
	Iteration 13Q: 3 clusters Score -1583615 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1583721.875000 Penalty: 11130.239258
	Iteration 14Q: 3 clusters Score -1583722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1583807.500000 Penalty: 11130.239258
	Iteration 15Q: 3 clusters Score -1583808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1583877.625000 Penalty: 11130.239258
	Iteration 16Q: 3 clusters Score -1583878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1583941.500000 Penalty: 11130.239258
	Iteration 17Q: 3 clusters Score -1583942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1583986.000000 Penalty: 11130.239258
	Iteration 18Q: 3 clusters Score -1583986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1584032.375000 Penalty: 11130.239258
	Iteration 19Q: 3 clusters Score -1584032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1584061.250000 Penalty: 11130.239258
	Iteration 20F: 3 clusters Score -1584061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1584075.500000 Penalty: 11130.239258
	Iteration 21Q: 3 clusters Score -1584076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1584096.500000 Penalty: 11130.239258
	Iteration 22Q: 3 clusters Score -1584096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1584130.000000 Penalty: 11130.239258
	Iteration 23Q: 3 clusters Score -1584130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1584147.500000 Penalty: 11130.239258
	Iteration 24Q: 3 clusters Score -1584148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1584169.250000 Penalty: 11130.239258
	Iteration 25Q: 3 clusters Score -1584169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1584192.500000 Penalty: 11130.239258
	Iteration 26Q: 3 clusters Score -1584192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1584210.625000 Penalty: 11130.239258
	Iteration 27Q: 3 clusters Score -1584211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1584230.625000 Penalty: 11130.239258
	Iteration 28Q: 3 clusters Score -1584231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1584241.500000 Penalty: 11130.239258
	Iteration 29Q: 3 clusters Score -1584242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1584274.250000 Penalty: 11130.239258
	Iteration 30Q: 3 clusters Score -1584274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1584286.125000 Penalty: 11130.239258
	Iteration 31Q: 3 clusters Score -1584286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1584296.250000 Penalty: 11130.239258
	Iteration 32Q: 3 clusters Score -1584296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1584303.625000 Penalty: 11130.239258
	Iteration 33Q: 3 clusters Score -1584304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1584310.750000 Penalty: 11130.239258
	Iteration 34Q: 3 clusters Score -1584311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1584318.375000 Penalty: 11130.239258
	Iteration 35Q: 3 clusters Score -1584318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1584318.000000 Penalty: 11130.239258
	Iteration 36Q: 3 clusters Score -1584318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1584321.875000 Penalty: 11130.239258
	Iteration 37Q: 3 clusters Score -1584322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1584322.250000 Penalty: 11130.239258
	Iteration 38Q: 3 clusters Score -1584322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1584324.250000 Penalty: 11130.239258
	Iteration 39Q: 3 clusters Score -1584324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1584327.750000 Penalty: 11130.239258
	Iteration 40F: 3 clusters Score -1584328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1584327.125000 Penalty: 11130.239258
	Iteration 41Q: 3 clusters Score -1584327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1584327.125000 Penalty: 11130.239258
	Iteration 42F: 3 clusters Score -1584327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Entering Unmasked Estep 
Score: -4003649.500000 Penalty: 6129.696289
	Iteration 0F: 2 clusters Score -4003650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3985789.250000 Penalty: 12259.392578
	Iteration 0F: 3 clusters Score -3985789 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3990736.750000 Penalty: 12259.392578
	Iteration 1F: 3 clusters Score -3990737 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3991637.500000 Penalty: 12259.392578
	Iteration 2F: 3 clusters Score -3991638 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3992283.500000 Penalty: 12259.392578
	Iteration 3F: 3 clusters Score -3992284 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3992750.000000 Penalty: 12259.392578
	Iteration 4Q: 3 clusters Score -3992750 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3993135.750000 Penalty: 12259.392578
	Iteration 5Q: 3 clusters Score -3993136 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3993410.000000 Penalty: 12259.392578
	Iteration 6Q: 3 clusters Score -3993410 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3993660.500000 Penalty: 12259.392578
	Iteration 7Q: 3 clusters Score -3993660 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3993878.250000 Penalty: 12259.392578
	Iteration 8Q: 3 clusters Score -3993878 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3994057.000000 Penalty: 12259.392578
	Iteration 9Q: 3 clusters Score -3994057 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3994214.500000 Penalty: 12259.392578
	Iteration 10Q: 3 clusters Score -3994214 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3994358.250000 Penalty: 12259.392578
	Iteration 11Q: 3 clusters Score -3994358 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3994470.000000 Penalty: 12259.392578
	Iteration 12Q: 3 clusters Score -3994470 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3994612.750000 Penalty: 12259.392578
	Iteration 13Q: 3 clusters Score -3994613 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3994718.500000 Penalty: 12259.392578
	Iteration 14Q: 3 clusters Score -3994718 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3994839.250000 Penalty: 12259.392578
	Iteration 15Q: 3 clusters Score -3994839 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3994948.250000 Penalty: 12259.392578
	Iteration 16Q: 3 clusters Score -3994948 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3995074.750000 Penalty: 12259.392578
	Iteration 17Q: 3 clusters Score -3995075 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3995218.250000 Penalty: 12259.392578
	Iteration 18Q: 3 clusters Score -3995218 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3995345.000000 Penalty: 12259.392578
	Iteration 19Q: 3 clusters Score -3995345 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3995504.500000 Penalty: 12259.392578
	Iteration 20F: 3 clusters Score -3995504 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3995690.000000 Penalty: 12259.392578
	Iteration 21Q: 3 clusters Score -3995690 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3995892.000000 Penalty: 12259.392578
	Iteration 22Q: 3 clusters Score -3995892 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3996110.000000 Penalty: 12259.392578
	Iteration 23Q: 3 clusters Score -3996110 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3996377.500000 Penalty: 12259.392578
	Iteration 24Q: 3 clusters Score -3996378 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3996650.500000 Penalty: 12259.392578
	Iteration 25Q: 3 clusters Score -3996650 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3996961.250000 Penalty: 12259.392578
	Iteration 26Q: 3 clusters Score -3996961 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3997323.500000 Penalty: 12259.392578
	Iteration 27Q: 3 clusters Score -3997324 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3997669.750000 Penalty: 12259.392578
	Iteration 28Q: 3 clusters Score -3997670 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3998006.250000 Penalty: 12259.392578
	Iteration 29Q: 3 clusters Score -3998006 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3998289.500000 Penalty: 12259.392578
	Iteration 30Q: 3 clusters Score -3998290 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3998521.000000 Penalty: 12259.392578
	Iteration 31Q: 3 clusters Score -3998521 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3998760.500000 Penalty: 12259.392578
	Iteration 32Q: 3 clusters Score -3998760 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3998953.500000 Penalty: 12259.392578
	Iteration 33Q: 3 clusters Score -3998954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3999117.000000 Penalty: 12259.392578
	Iteration 34Q: 3 clusters Score -3999117 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3999233.500000 Penalty: 12259.392578
	Iteration 35Q: 3 clusters Score -3999234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3999344.250000 Penalty: 12259.392578
	Iteration 36Q: 3 clusters Score -3999344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3999429.750000 Penalty: 12259.392578
	Iteration 37Q: 3 clusters Score -3999430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3999489.500000 Penalty: 12259.392578
	Iteration 38Q: 3 clusters Score -3999490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3999523.500000 Penalty: 12259.392578
	Iteration 39Q: 3 clusters Score -3999524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3999565.750000 Penalty: 12259.392578
	Iteration 40F: 3 clusters Score -3999566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3999604.750000 Penalty: 12259.392578
	Iteration 41Q: 3 clusters Score -3999605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3999628.250000 Penalty: 12259.392578
	Iteration 42Q: 3 clusters Score -3999628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3999644.250000 Penalty: 12259.392578
	Iteration 43Q: 3 clusters Score -3999644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3999654.500000 Penalty: 12259.392578
	Iteration 44Q: 3 clusters Score -3999654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3999669.000000 Penalty: 12259.392578
	Iteration 45Q: 3 clusters Score -3999669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3999673.500000 Penalty: 12259.392578
	Iteration 46Q: 3 clusters Score -3999674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3999685.750000 Penalty: 12259.392578
	Iteration 47Q: 3 clusters Score -3999686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3999687.750000 Penalty: 12259.392578
	Iteration 48Q: 3 clusters Score -3999688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3999699.500000 Penalty: 12259.392578
	Iteration 49Q: 3 clusters Score -3999700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3999710.500000 Penalty: 12259.392578
	Iteration 50Q: 3 clusters Score -3999710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3999716.500000 Penalty: 12259.392578
	Iteration 51Q: 3 clusters Score -3999716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3999722.000000 Penalty: 12259.392578
	Iteration 52Q: 3 clusters Score -3999722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3999735.750000 Penalty: 12259.392578
	Iteration 53Q: 3 clusters Score -3999736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3999748.750000 Penalty: 12259.392578
	Iteration 54Q: 3 clusters Score -3999749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3999751.000000 Penalty: 12259.392578
	Iteration 55Q: 3 clusters Score -3999751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3999747.500000 Penalty: 12259.392578
	Iteration 56Q: 3 clusters Score -3999748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3999749.000000 Penalty: 12259.392578
	Iteration 57Q: 3 clusters Score -3999749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3999753.500000 Penalty: 12259.392578
	Iteration 58Q: 3 clusters Score -3999754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3999758.750000 Penalty: 12259.392578
	Iteration 59Q: 3 clusters Score -3999759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3999766.750000 Penalty: 12259.392578
	Iteration 60F: 3 clusters Score -3999767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3999769.750000 Penalty: 12259.392578
	Iteration 61Q: 3 clusters Score -3999770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3999767.250000 Penalty: 12259.392578
	Iteration 62Q: 3 clusters Score -3999767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3999763.750000 Penalty: 12259.392578
	Iteration 63Q: 3 clusters Score -3999764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3999769.250000 Penalty: 12259.392578
	Iteration 64Q: 3 clusters Score -3999769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3999765.500000 Penalty: 12259.392578
	Iteration 65Q: 3 clusters Score -3999766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3999774.500000 Penalty: 12259.392578
	Iteration 66Q: 3 clusters Score -3999774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3999769.750000 Penalty: 12259.392578
	Iteration 67Q: 3 clusters Score -3999770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3999772.750000 Penalty: 12259.392578
	Iteration 68Q: 3 clusters Score -3999773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3999773.250000 Penalty: 12259.392578
	Iteration 69Q: 3 clusters Score -3999773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3999771.750000 Penalty: 12259.392578
	Iteration 70Q: 3 clusters Score -3999772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3999770.750000 Penalty: 12259.392578
	Iteration 71Q: 3 clusters Score -3999771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3999777.000000 Penalty: 12259.392578
	Iteration 72Q: 3 clusters Score -3999777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3999775.250000 Penalty: 12259.392578
	Iteration 73Q: 3 clusters Score -3999775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3999775.250000 Penalty: 12259.392578
	Iteration 74F: 3 clusters Score -3999775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (408769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408769 members 
Entering Unmasked Estep 
Score: -73925928.000000 Penalty: 7914.054199
	Iteration 0F: 2 clusters Score -7.392593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205452 members 
Mstep: Class 2 contains 203317 members 
Entering Unmasked Estep 
Score: -73656336.000000 Penalty: 15828.108398
	Iteration 0F: 3 clusters Score -7.365634e+07 nChanged 195711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221709 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -73771712.000000 Penalty: 15828.108398
	Iteration 1F: 3 clusters Score -7.377171e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232317 members 
Mstep: Class 2 contains 176452 members 
Entering Unmasked Estep 
Score: -73776056.000000 Penalty: 15828.108398
	Iteration 2Q: 3 clusters Score -7.377606e+07 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248589 members 
Mstep: Class 2 contains 160180 members 
Entering Unmasked Estep 
Score: -73782536.000000 Penalty: 15828.108398
	Iteration 3Q: 3 clusters Score -7.378254e+07 nChanged 24496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272515 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
Score: -73796568.000000 Penalty: 15828.108398
	Iteration 4F: 3 clusters Score -7.379657e+07 nChanged 33071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305474 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -73821280.000000 Penalty: 15828.108398
	Iteration 5F: 3 clusters Score -7.382128e+07 nChanged 39005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344425 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -73857376.000000 Penalty: 15828.108398
	Iteration 6F: 3 clusters Score -7.385738e+07 nChanged 34605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379024 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -73891808.000000 Penalty: 15828.108398
	Iteration 7F: 3 clusters Score -7.389181e+07 nChanged 19744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398764 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -73910976.000000 Penalty: 15828.108398
	Iteration 8Q: 3 clusters Score -7.391098e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405722 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -73916704.000000 Penalty: 15828.108398
	Iteration 9Q: 3 clusters Score -7.39167e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407537 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -73918176.000000 Penalty: 15828.108398
	Iteration 10Q: 3 clusters Score -7.391818e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407953 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -73918600.000000 Penalty: 15828.108398
	Iteration 11Q: 3 clusters Score -7.39186e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408075 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73918840.000000 Penalty: 15828.108398
	Iteration 12Q: 3 clusters Score -7.391884e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408124 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73918888.000000 Penalty: 15828.108398
	Iteration 13Q: 3 clusters Score -7.391889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408141 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -73918856.000000 Penalty: 15828.108398
	Iteration 14Q: 3 clusters Score -7.391886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408164 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -73918928.000000 Penalty: 15828.108398
	Iteration 15Q: 3 clusters Score -7.391893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408174 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -73918968.000000 Penalty: 15828.108398
	Iteration 16Q: 3 clusters Score -7.391897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408181 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73919056.000000 Penalty: 15828.108398
	Iteration 17Q: 3 clusters Score -7.391906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408191 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -73919016.000000 Penalty: 15828.108398
	Iteration 18Q: 3 clusters Score -7.391902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408194 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -73919040.000000 Penalty: 15828.108398
	Iteration 19Q: 3 clusters Score -7.391904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408195 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73919032.000000 Penalty: 15828.108398
	Iteration 20F: 3 clusters Score -7.391903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408196 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -73919032.000000 Penalty: 15828.108398
	Iteration 21Q: 3 clusters Score -7.391903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408197 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -73919032.000000 Penalty: 15828.108398
	Iteration 22Q: 3 clusters Score -7.391903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408195 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73919056.000000 Penalty: 15828.108398
	Iteration 23Q: 3 clusters Score -7.391906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408196 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -73919064.000000 Penalty: 15828.108398
	Iteration 24Q: 3 clusters Score -7.391906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408195 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73919064.000000 Penalty: 15828.108398
	Iteration 25Q: 3 clusters Score -7.391906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408199 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -73919096.000000 Penalty: 15828.108398
	Iteration 26Q: 3 clusters Score -7.39191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408201 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -73919088.000000 Penalty: 15828.108398
	Iteration 27Q: 3 clusters Score -7.391909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408200 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -73919120.000000 Penalty: 15828.108398
	Iteration 28Q: 3 clusters Score -7.391912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408203 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73919160.000000 Penalty: 15828.108398
	Iteration 29Q: 3 clusters Score -7.391916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408204 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -73919168.000000 Penalty: 15828.108398
	Iteration 30Q: 3 clusters Score -7.391917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408206 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73919104.000000 Penalty: 15828.108398
	Iteration 31Q: 3 clusters Score -7.39191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408207 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73919096.000000 Penalty: 15828.108398
	Iteration 32Q: 3 clusters Score -7.39191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408207 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73919112.000000 Penalty: 15828.108398
	Iteration 33Q: 3 clusters Score -7.391911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408209 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73919104.000000 Penalty: 15828.108398
	Iteration 34Q: 3 clusters Score -7.39191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408210 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -73919136.000000 Penalty: 15828.108398
	Iteration 35Q: 3 clusters Score -7.391914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408209 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73919104.000000 Penalty: 15828.108398
	Iteration 36Q: 3 clusters Score -7.39191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408209 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73919104.000000 Penalty: 15828.108398
	Iteration 37F: 3 clusters Score -7.39191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -770616.437500 Penalty: 5199.512207
	Iteration 0F: 2 clusters Score -770616.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -764189.812500 Penalty: 10399.024414
	Iteration 0F: 3 clusters Score -764189.8 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -769964.312500 Penalty: 10399.024414
	Iteration 1F: 3 clusters Score -769964.3 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -774963.875000 Penalty: 10399.024414
	Iteration 2F: 3 clusters Score -774963.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -775782.312500 Penalty: 10399.024414
	Iteration 3F: 3 clusters Score -775782.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -775878.125000 Penalty: 10399.024414
	Iteration 4Q: 3 clusters Score -775878.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -775894.125000 Penalty: 10399.024414
	Iteration 5Q: 3 clusters Score -775894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -775905.812500 Penalty: 10399.024414
	Iteration 6Q: 3 clusters Score -775905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -775906.937500 Penalty: 10399.024414
	Iteration 7Q: 3 clusters Score -775906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -775906.937500 Penalty: 10399.024414
	Iteration 8F: 3 clusters Score -775906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 41584 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 20 contains 62628 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 180590 members 
Mstep: Class 25 contains 3820 members 
Entering Unmasked Estep 
Score: -226759792.000000 Penalty: 215331.328125
Splitting cluster 17 changes total score from -226661952.000000 to -226759792.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -421536.531250 Penalty: 4800.743652
	Iteration 0F: 2 clusters Score -421536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -416215.812500 Penalty: 9601.487305
	Iteration 0F: 3 clusters Score -416215.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -417274.468750 Penalty: 9601.487305
	Iteration 1F: 3 clusters Score -417274.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -417843.562500 Penalty: 9601.487305
	Iteration 2F: 3 clusters Score -417843.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -418044.781250 Penalty: 9601.487305
	Iteration 3Q: 3 clusters Score -418044.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -418242.312500 Penalty: 9601.487305
	Iteration 4Q: 3 clusters Score -418242.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -418470.250000 Penalty: 9601.487305
	Iteration 5Q: 3 clusters Score -418470.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -418896.562500 Penalty: 9601.487305
	Iteration 6Q: 3 clusters Score -418896.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -419221.406250 Penalty: 9601.487305
	Iteration 7Q: 3 clusters Score -419221.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -419601.843750 Penalty: 9601.487305
	Iteration 8Q: 3 clusters Score -419601.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -420002.687500 Penalty: 9601.487305
	Iteration 9Q: 3 clusters Score -420002.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -420320.781250 Penalty: 9601.487305
	Iteration 10Q: 3 clusters Score -420320.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -420623.968750 Penalty: 9601.487305
	Iteration 11Q: 3 clusters Score -420624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -420888.781250 Penalty: 9601.487305
	Iteration 12Q: 3 clusters Score -420888.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -421030.937500 Penalty: 9601.487305
	Iteration 13Q: 3 clusters Score -421030.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -421175.000000 Penalty: 9601.487305
	Iteration 14Q: 3 clusters Score -421175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -421280.750000 Penalty: 9601.487305
	Iteration 15Q: 3 clusters Score -421280.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -421372.843750 Penalty: 9601.487305
	Iteration 16Q: 3 clusters Score -421372.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -421468.031250 Penalty: 9601.487305
	Iteration 17Q: 3 clusters Score -421468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -421551.968750 Penalty: 9601.487305
	Iteration 18Q: 3 clusters Score -421552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -421609.750000 Penalty: 9601.487305
	Iteration 19Q: 3 clusters Score -421609.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -421719.781250 Penalty: 9601.487305
	Iteration 20F: 3 clusters Score -421719.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -422008.875000 Penalty: 9601.487305
	Iteration 21Q: 3 clusters Score -422008.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -422917.593750 Penalty: 9601.487305
	Iteration 22Q: 3 clusters Score -422917.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -423457.187500 Penalty: 9601.487305
	Iteration 23Q: 3 clusters Score -423457.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -423641.687500 Penalty: 9601.487305
	Iteration 24Q: 3 clusters Score -423641.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -423760.812500 Penalty: 9601.487305
	Iteration 25Q: 3 clusters Score -423760.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -423851.687500 Penalty: 9601.487305
	Iteration 26Q: 3 clusters Score -423851.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -423941.781250 Penalty: 9601.487305
	Iteration 27Q: 3 clusters Score -423941.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -424030.656250 Penalty: 9601.487305
	Iteration 28Q: 3 clusters Score -424030.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -424060.218750 Penalty: 9601.487305
	Iteration 29Q: 3 clusters Score -424060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -424063.875000 Penalty: 9601.487305
	Iteration 30Q: 3 clusters Score -424063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -424063.875000 Penalty: 9601.487305
	Iteration 31F: 3 clusters Score -424063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 41584 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 20 contains 62628 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 180590 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 1830 members 
Entering Unmasked Estep 
Score: -226759264.000000 Penalty: 223944.578125
Splitting cluster 18 changes total score from -226661952.000000 to -226759264.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (176636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176636 members 
Entering Unmasked Estep 
Score: -31897906.000000 Penalty: 7400.130859
	Iteration 0F: 2 clusters Score -3.189791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -31779148.000000 Penalty: 14800.261719
	Iteration 0F: 3 clusters Score -3.177915e+07 nChanged 82435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -31825084.000000 Penalty: 14800.261719
	Iteration 1F: 3 clusters Score -3.182508e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -31826380.000000 Penalty: 14800.261719
	Iteration 2Q: 3 clusters Score -3.182638e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -31827472.000000 Penalty: 14800.261719
	Iteration 3Q: 3 clusters Score -3.182747e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -31828842.000000 Penalty: 14800.261719
	Iteration 4Q: 3 clusters Score -3.182884e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -31830644.000000 Penalty: 14800.261719
	Iteration 5Q: 3 clusters Score -3.183064e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -31832340.000000 Penalty: 14800.261719
	Iteration 6Q: 3 clusters Score -3.183234e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -31834600.000000 Penalty: 14800.261719
	Iteration 7Q: 3 clusters Score -3.18346e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -31837556.000000 Penalty: 14800.261719
	Iteration 8Q: 3 clusters Score -3.183756e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -31840772.000000 Penalty: 14800.261719
	Iteration 9Q: 3 clusters Score -3.184077e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96169 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -31844270.000000 Penalty: 14800.261719
	Iteration 10Q: 3 clusters Score -3.184427e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -31847644.000000 Penalty: 14800.261719
	Iteration 11Q: 3 clusters Score -3.184764e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -31850842.000000 Penalty: 14800.261719
	Iteration 12Q: 3 clusters Score -3.185084e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -31854030.000000 Penalty: 14800.261719
	Iteration 13Q: 3 clusters Score -3.185403e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -31857070.000000 Penalty: 14800.261719
	Iteration 14Q: 3 clusters Score -3.185707e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118270 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -31860508.000000 Penalty: 14800.261719
	Iteration 15Q: 3 clusters Score -3.186051e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -31863998.000000 Penalty: 14800.261719
	Iteration 16Q: 3 clusters Score -3.1864e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -31868348.000000 Penalty: 14800.261719
	Iteration 17Q: 3 clusters Score -3.186835e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140531 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -31872712.000000 Penalty: 14800.261719
	Iteration 18Q: 3 clusters Score -3.187271e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -31877058.000000 Penalty: 14800.261719
	Iteration 19Q: 3 clusters Score -3.187706e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -31880808.000000 Penalty: 14800.261719
	Iteration 20F: 3 clusters Score -3.188081e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -31883908.000000 Penalty: 14800.261719
	Iteration 21Q: 3 clusters Score -3.188391e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164434 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -31886402.000000 Penalty: 14800.261719
	Iteration 22Q: 3 clusters Score -3.18864e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -31888028.000000 Penalty: 14800.261719
	Iteration 23Q: 3 clusters Score -3.188803e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -31889020.000000 Penalty: 14800.261719
	Iteration 24Q: 3 clusters Score -3.188902e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -31889862.000000 Penalty: 14800.261719
	Iteration 25Q: 3 clusters Score -3.188986e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171972 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -31890366.000000 Penalty: 14800.261719
	Iteration 26Q: 3 clusters Score -3.189037e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -31890748.000000 Penalty: 14800.261719
	Iteration 27Q: 3 clusters Score -3.189075e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173065 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -31891006.000000 Penalty: 14800.261719
	Iteration 28Q: 3 clusters Score -3.189101e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -31891164.000000 Penalty: 14800.261719
	Iteration 29Q: 3 clusters Score -3.189116e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -31891290.000000 Penalty: 14800.261719
	Iteration 30Q: 3 clusters Score -3.189129e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173744 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -31891396.000000 Penalty: 14800.261719
	Iteration 31Q: 3 clusters Score -3.18914e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173866 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -31891432.000000 Penalty: 14800.261719
	Iteration 32Q: 3 clusters Score -3.189143e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173968 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -31891480.000000 Penalty: 14800.261719
	Iteration 33Q: 3 clusters Score -3.189148e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174051 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -31891530.000000 Penalty: 14800.261719
	Iteration 34Q: 3 clusters Score -3.189153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174107 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -31891596.000000 Penalty: 14800.261719
	Iteration 35Q: 3 clusters Score -3.18916e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174163 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -31891576.000000 Penalty: 14800.261719
	Iteration 36Q: 3 clusters Score -3.189158e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -31891578.000000 Penalty: 14800.261719
	Iteration 37Q: 3 clusters Score -3.189158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -31891606.000000 Penalty: 14800.261719
	Iteration 38Q: 3 clusters Score -3.189161e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174298 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -31891642.000000 Penalty: 14800.261719
	Iteration 39Q: 3 clusters Score -3.189164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -31891622.000000 Penalty: 14800.261719
	Iteration 40F: 3 clusters Score -3.189162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174382 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -31891596.000000 Penalty: 14800.261719
	Iteration 41Q: 3 clusters Score -3.18916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -31891650.000000 Penalty: 14800.261719
	Iteration 42Q: 3 clusters Score -3.189165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -31891668.000000 Penalty: 14800.261719
	Iteration 43Q: 3 clusters Score -3.189167e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174435 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -31891678.000000 Penalty: 14800.261719
	Iteration 44Q: 3 clusters Score -3.189168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -31891676.000000 Penalty: 14800.261719
	Iteration 45Q: 3 clusters Score -3.189168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174469 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -31891688.000000 Penalty: 14800.261719
	Iteration 46Q: 3 clusters Score -3.189169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174487 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -31891724.000000 Penalty: 14800.261719
	Iteration 47Q: 3 clusters Score -3.189172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -31891706.000000 Penalty: 14800.261719
	Iteration 48Q: 3 clusters Score -3.189171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174502 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -31891736.000000 Penalty: 14800.261719
	Iteration 49Q: 3 clusters Score -3.189174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -31891724.000000 Penalty: 14800.261719
	Iteration 50Q: 3 clusters Score -3.189172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -31891732.000000 Penalty: 14800.261719
	Iteration 51Q: 3 clusters Score -3.189173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174508 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -31891724.000000 Penalty: 14800.261719
	Iteration 52Q: 3 clusters Score -3.189172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174510 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -31891718.000000 Penalty: 14800.261719
	Iteration 53Q: 3 clusters Score -3.189172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -31891718.000000 Penalty: 14800.261719
	Iteration 54Q: 3 clusters Score -3.189172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -31891716.000000 Penalty: 14800.261719
	Iteration 55Q: 3 clusters Score -3.189172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174522 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -31891740.000000 Penalty: 14800.261719
	Iteration 56Q: 3 clusters Score -3.189174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174525 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -31891726.000000 Penalty: 14800.261719
	Iteration 57Q: 3 clusters Score -3.189173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174526 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -31891730.000000 Penalty: 14800.261719
	Iteration 58Q: 3 clusters Score -3.189173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174526 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -31891734.000000 Penalty: 14800.261719
	Iteration 59Q: 3 clusters Score -3.189173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -31891724.000000 Penalty: 14800.261719
	Iteration 60F: 3 clusters Score -3.189172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -31891732.000000 Penalty: 14800.261719
	Iteration 61Q: 3 clusters Score -3.189173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -31891728.000000 Penalty: 14800.261719
	Iteration 62Q: 3 clusters Score -3.189173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174530 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -31891734.000000 Penalty: 14800.261719
	Iteration 63Q: 3 clusters Score -3.189173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -31891742.000000 Penalty: 14800.261719
	Iteration 64Q: 3 clusters Score -3.189174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -31891742.000000 Penalty: 14800.261719
	Iteration 65Q: 3 clusters Score -3.189174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174535 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -31891744.000000 Penalty: 14800.261719
	Iteration 66Q: 3 clusters Score -3.189174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174536 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -31891728.000000 Penalty: 14800.261719
	Iteration 67Q: 3 clusters Score -3.189173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174536 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -31891728.000000 Penalty: 14800.261719
	Iteration 68F: 3 clusters Score -3.189173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Entering Unmasked Estep 
Score: -5548450.500000 Penalty: 6317.795898
	Iteration 0F: 2 clusters Score -5548450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -5525463.000000 Penalty: 12635.591797
	Iteration 0F: 3 clusters Score -5525463 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5532144.000000 Penalty: 12635.591797
	Iteration 1F: 3 clusters Score -5532144 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5533022.000000 Penalty: 12635.591797
	Iteration 2F: 3 clusters Score -5533022 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5533767.000000 Penalty: 12635.591797
	Iteration 3F: 3 clusters Score -5533767 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5534477.000000 Penalty: 12635.591797
	Iteration 4Q: 3 clusters Score -5534477 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5535062.000000 Penalty: 12635.591797
	Iteration 5Q: 3 clusters Score -5535062 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5535607.000000 Penalty: 12635.591797
	Iteration 6Q: 3 clusters Score -5535607 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5536147.000000 Penalty: 12635.591797
	Iteration 7Q: 3 clusters Score -5536147 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5536633.500000 Penalty: 12635.591797
	Iteration 8Q: 3 clusters Score -5536634 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5537120.000000 Penalty: 12635.591797
	Iteration 9Q: 3 clusters Score -5537120 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5537552.000000 Penalty: 12635.591797
	Iteration 10Q: 3 clusters Score -5537552 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5537932.000000 Penalty: 12635.591797
	Iteration 11Q: 3 clusters Score -5537932 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -5538296.000000 Penalty: 12635.591797
	Iteration 12Q: 3 clusters Score -5538296 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -5538541.500000 Penalty: 12635.591797
	Iteration 13Q: 3 clusters Score -5538542 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5538738.000000 Penalty: 12635.591797
	Iteration 14Q: 3 clusters Score -5538738 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5538912.000000 Penalty: 12635.591797
	Iteration 15Q: 3 clusters Score -5538912 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5539081.500000 Penalty: 12635.591797
	Iteration 16Q: 3 clusters Score -5539082 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5539236.000000 Penalty: 12635.591797
	Iteration 17Q: 3 clusters Score -5539236 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -5539356.500000 Penalty: 12635.591797
	Iteration 18Q: 3 clusters Score -5539356 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -5539479.500000 Penalty: 12635.591797
	Iteration 19Q: 3 clusters Score -5539480 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5539584.000000 Penalty: 12635.591797
	Iteration 20F: 3 clusters Score -5539584 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5539671.500000 Penalty: 12635.591797
	Iteration 21Q: 3 clusters Score -5539672 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -5539799.000000 Penalty: 12635.591797
	Iteration 22Q: 3 clusters Score -5539799 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5539904.500000 Penalty: 12635.591797
	Iteration 23Q: 3 clusters Score -5539904 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -5540006.000000 Penalty: 12635.591797
	Iteration 24Q: 3 clusters Score -5540006 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5540102.500000 Penalty: 12635.591797
	Iteration 25Q: 3 clusters Score -5540102 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5540198.000000 Penalty: 12635.591797
	Iteration 26Q: 3 clusters Score -5540198 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -5540307.500000 Penalty: 12635.591797
	Iteration 27Q: 3 clusters Score -5540308 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5540397.000000 Penalty: 12635.591797
	Iteration 28Q: 3 clusters Score -5540397 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5540529.000000 Penalty: 12635.591797
	Iteration 29Q: 3 clusters Score -5540529 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -5540673.000000 Penalty: 12635.591797
	Iteration 30Q: 3 clusters Score -5540673 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5540821.500000 Penalty: 12635.591797
	Iteration 31Q: 3 clusters Score -5540822 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5540980.000000 Penalty: 12635.591797
	Iteration 32Q: 3 clusters Score -5540980 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5541114.500000 Penalty: 12635.591797
	Iteration 33Q: 3 clusters Score -5541114 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5541320.000000 Penalty: 12635.591797
	Iteration 34Q: 3 clusters Score -5541320 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -5541534.500000 Penalty: 12635.591797
	Iteration 35Q: 3 clusters Score -5541534 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5541723.000000 Penalty: 12635.591797
	Iteration 36Q: 3 clusters Score -5541723 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5541978.500000 Penalty: 12635.591797
	Iteration 37Q: 3 clusters Score -5541978 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5542190.000000 Penalty: 12635.591797
	Iteration 38Q: 3 clusters Score -5542190 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5542481.500000 Penalty: 12635.591797
	Iteration 39Q: 3 clusters Score -5542482 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5542726.500000 Penalty: 12635.591797
	Iteration 40F: 3 clusters Score -5542726 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5542962.500000 Penalty: 12635.591797
	Iteration 41Q: 3 clusters Score -5542962 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5543195.000000 Penalty: 12635.591797
	Iteration 42Q: 3 clusters Score -5543195 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5543394.500000 Penalty: 12635.591797
	Iteration 43Q: 3 clusters Score -5543394 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -5543553.500000 Penalty: 12635.591797
	Iteration 44Q: 3 clusters Score -5543554 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -5543662.500000 Penalty: 12635.591797
	Iteration 45Q: 3 clusters Score -5543662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5543750.500000 Penalty: 12635.591797
	Iteration 46Q: 3 clusters Score -5543750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5543808.000000 Penalty: 12635.591797
	Iteration 47Q: 3 clusters Score -5543808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -5543871.500000 Penalty: 12635.591797
	Iteration 48Q: 3 clusters Score -5543872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5543903.500000 Penalty: 12635.591797
	Iteration 49Q: 3 clusters Score -5543904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5543923.000000 Penalty: 12635.591797
	Iteration 50Q: 3 clusters Score -5543923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5543934.000000 Penalty: 12635.591797
	Iteration 51Q: 3 clusters Score -5543934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -5543955.500000 Penalty: 12635.591797
	Iteration 52Q: 3 clusters Score -5543956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5543967.000000 Penalty: 12635.591797
	Iteration 53Q: 3 clusters Score -5543967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5543982.500000 Penalty: 12635.591797
	Iteration 54Q: 3 clusters Score -5543982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5543988.000000 Penalty: 12635.591797
	Iteration 55Q: 3 clusters Score -5543988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -5543990.500000 Penalty: 12635.591797
	Iteration 56Q: 3 clusters Score -5543990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -5543997.500000 Penalty: 12635.591797
	Iteration 57Q: 3 clusters Score -5543998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -5543997.000000 Penalty: 12635.591797
	Iteration 58Q: 3 clusters Score -5543997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -5544008.000000 Penalty: 12635.591797
	Iteration 59Q: 3 clusters Score -5544008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5544012.500000 Penalty: 12635.591797
	Iteration 60F: 3 clusters Score -5544012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5544008.000000 Penalty: 12635.591797
	Iteration 61Q: 3 clusters Score -5544008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -5544012.500000 Penalty: 12635.591797
	Iteration 62Q: 3 clusters Score -5544012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5544019.500000 Penalty: 12635.591797
	Iteration 63Q: 3 clusters Score -5544020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -5544019.500000 Penalty: 12635.591797
	Iteration 64Q: 3 clusters Score -5544020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -5544015.000000 Penalty: 12635.591797
	Iteration 65Q: 3 clusters Score -5544015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5544017.500000 Penalty: 12635.591797
	Iteration 66Q: 3 clusters Score -5544018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5544019.000000 Penalty: 12635.591797
	Iteration 67Q: 3 clusters Score -5544019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5544019.000000 Penalty: 12635.591797
	Iteration 68F: 3 clusters Score -5544019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -399331.437500 Penalty: 4882.290039
	Iteration 0F: 2 clusters Score -399331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -394564.812500 Penalty: 9764.580078
	Iteration 0F: 3 clusters Score -394564.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -399383.968750 Penalty: 9764.580078
	Iteration 1F: 3 clusters Score -399384 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -403410.968750 Penalty: 9764.580078
	Iteration 2F: 3 clusters Score -403411 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -405223.093750 Penalty: 9764.580078
	Iteration 3F: 3 clusters Score -405223.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -406364.718750 Penalty: 9764.580078
	Iteration 4F: 3 clusters Score -406364.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -407632.281250 Penalty: 9764.580078
	Iteration 5F: 3 clusters Score -407632.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -409392.906250 Penalty: 9764.580078
	Iteration 6F: 3 clusters Score -409392.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -410292.031250 Penalty: 9764.580078
	Iteration 7Q: 3 clusters Score -410292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -410991.531250 Penalty: 9764.580078
	Iteration 8Q: 3 clusters Score -410991.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -411686.281250 Penalty: 9764.580078
	Iteration 9Q: 3 clusters Score -411686.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -412002.375000 Penalty: 9764.580078
	Iteration 10Q: 3 clusters Score -412002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -412095.687500 Penalty: 9764.580078
	Iteration 11Q: 3 clusters Score -412095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -412132.687500 Penalty: 9764.580078
	Iteration 12Q: 3 clusters Score -412132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -412149.718750 Penalty: 9764.580078
	Iteration 13Q: 3 clusters Score -412149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -412165.875000 Penalty: 9764.580078
	Iteration 14Q: 3 clusters Score -412165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -412174.718750 Penalty: 9764.580078
	Iteration 15Q: 3 clusters Score -412174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -412176.750000 Penalty: 9764.580078
	Iteration 16Q: 3 clusters Score -412176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -412208.031250 Penalty: 9764.580078
	Iteration 17F: 3 clusters Score -412208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -412295.937500 Penalty: 9764.580078
	Iteration 18Q: 3 clusters Score -412295.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -412389.531250 Penalty: 9764.580078
	Iteration 19Q: 3 clusters Score -412389.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -412512.812500 Penalty: 9764.580078
	Iteration 20F: 3 clusters Score -412512.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -412698.406250 Penalty: 9764.580078
	Iteration 21Q: 3 clusters Score -412698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -412783.781250 Penalty: 9764.580078
	Iteration 22Q: 3 clusters Score -412783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -412894.062500 Penalty: 9764.580078
	Iteration 23Q: 3 clusters Score -412894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412941.000000 Penalty: 9764.580078
	Iteration 24Q: 3 clusters Score -412941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412942.250000 Penalty: 9764.580078
	Iteration 25F: 3 clusters Score -412942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -412969.281250 Penalty: 9764.580078
	Iteration 26Q: 3 clusters Score -412969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -413017.468750 Penalty: 9764.580078
	Iteration 27Q: 3 clusters Score -413017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -413261.125000 Penalty: 9764.580078
	Iteration 28Q: 3 clusters Score -413261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -413639.656250 Penalty: 9764.580078
	Iteration 29Q: 3 clusters Score -413639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -413717.593750 Penalty: 9764.580078
	Iteration 30Q: 3 clusters Score -413717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -413838.937500 Penalty: 9764.580078
	Iteration 31Q: 3 clusters Score -413838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -413840.187500 Penalty: 9764.580078
	Iteration 32Q: 3 clusters Score -413840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -413840.187500 Penalty: 9764.580078
	Iteration 33F: 3 clusters Score -413840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 41584 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 20 contains 62628 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 180590 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 1665 members 
Entering Unmasked Estep 
Score: -226767856.000000 Penalty: 232557.843750
Splitting cluster 23 changes total score from -226661952.000000 to -226767856.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (180590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Entering Unmasked Estep 
Score: -32747444.000000 Penalty: 7413.690918
	Iteration 0F: 2 clusters Score -3.274744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -32625978.000000 Penalty: 14827.381836
	Iteration 0F: 3 clusters Score -3.262598e+07 nChanged 84442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -32674134.000000 Penalty: 14827.381836
	Iteration 1F: 3 clusters Score -3.267413e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -32675664.000000 Penalty: 14827.381836
	Iteration 2Q: 3 clusters Score -3.267566e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -32677356.000000 Penalty: 14827.381836
	Iteration 3Q: 3 clusters Score -3.267736e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -32679534.000000 Penalty: 14827.381836
	Iteration 4Q: 3 clusters Score -3.267953e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -32682456.000000 Penalty: 14827.381836
	Iteration 5Q: 3 clusters Score -3.268246e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -32686520.000000 Penalty: 14827.381836
	Iteration 6Q: 3 clusters Score -3.268652e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -32692442.000000 Penalty: 14827.381836
	Iteration 7F: 3 clusters Score -3.269244e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128732 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -32701328.000000 Penalty: 14827.381836
	Iteration 8F: 3 clusters Score -3.270133e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -32711462.000000 Penalty: 14827.381836
	Iteration 9F: 3 clusters Score -3.271146e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -32721728.000000 Penalty: 14827.381836
	Iteration 10F: 3 clusters Score -3.272173e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -32730116.000000 Penalty: 14827.381836
	Iteration 11Q: 3 clusters Score -3.273012e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166087 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -32735524.000000 Penalty: 14827.381836
	Iteration 12Q: 3 clusters Score -3.273552e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169115 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -32738854.000000 Penalty: 14827.381836
	Iteration 13Q: 3 clusters Score -3.273885e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170898 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -32740628.000000 Penalty: 14827.381836
	Iteration 14Q: 3 clusters Score -3.274063e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -32741722.000000 Penalty: 14827.381836
	Iteration 15Q: 3 clusters Score -3.274172e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -32742318.000000 Penalty: 14827.381836
	Iteration 16Q: 3 clusters Score -3.274232e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -32742648.000000 Penalty: 14827.381836
	Iteration 17Q: 3 clusters Score -3.274265e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173759 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -32742868.000000 Penalty: 14827.381836
	Iteration 18Q: 3 clusters Score -3.274287e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174075 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -32742954.000000 Penalty: 14827.381836
	Iteration 19Q: 3 clusters Score -3.274295e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -32743032.000000 Penalty: 14827.381836
	Iteration 20F: 3 clusters Score -3.274303e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -32743066.000000 Penalty: 14827.381836
	Iteration 21Q: 3 clusters Score -3.274307e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -32743124.000000 Penalty: 14827.381836
	Iteration 22Q: 3 clusters Score -3.274312e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174775 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -32743148.000000 Penalty: 14827.381836
	Iteration 23Q: 3 clusters Score -3.274315e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174862 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -32743202.000000 Penalty: 14827.381836
	Iteration 24Q: 3 clusters Score -3.27432e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -32743172.000000 Penalty: 14827.381836
	Iteration 25Q: 3 clusters Score -3.274317e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174997 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -32743174.000000 Penalty: 14827.381836
	Iteration 26Q: 3 clusters Score -3.274317e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -32743190.000000 Penalty: 14827.381836
	Iteration 27Q: 3 clusters Score -3.274319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -32743212.000000 Penalty: 14827.381836
	Iteration 28Q: 3 clusters Score -3.274321e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -32743252.000000 Penalty: 14827.381836
	Iteration 29Q: 3 clusters Score -3.274325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -32743254.000000 Penalty: 14827.381836
	Iteration 30Q: 3 clusters Score -3.274325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -32743300.000000 Penalty: 14827.381836
	Iteration 31Q: 3 clusters Score -3.27433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -32743334.000000 Penalty: 14827.381836
	Iteration 32Q: 3 clusters Score -3.274333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175258 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -32743318.000000 Penalty: 14827.381836
	Iteration 33Q: 3 clusters Score -3.274332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -32743376.000000 Penalty: 14827.381836
	Iteration 34Q: 3 clusters Score -3.274338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -32743356.000000 Penalty: 14827.381836
	Iteration 35Q: 3 clusters Score -3.274336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175323 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -32743348.000000 Penalty: 14827.381836
	Iteration 36Q: 3 clusters Score -3.274335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175334 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -32743344.000000 Penalty: 14827.381836
	Iteration 37Q: 3 clusters Score -3.274334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175343 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -32743332.000000 Penalty: 14827.381836
	Iteration 38Q: 3 clusters Score -3.274333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175348 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -32743318.000000 Penalty: 14827.381836
	Iteration 39Q: 3 clusters Score -3.274332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -32743348.000000 Penalty: 14827.381836
	Iteration 40F: 3 clusters Score -3.274335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175356 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -32743338.000000 Penalty: 14827.381836
	Iteration 41Q: 3 clusters Score -3.274334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -32743340.000000 Penalty: 14827.381836
	Iteration 42Q: 3 clusters Score -3.274334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -32743340.000000 Penalty: 14827.381836
	Iteration 43F: 3 clusters Score -3.274334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 3 contains 107064 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 40722 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 14 contains 8830 members 
Mstep: Class 15 contains 22196 members 
Mstep: Class 16 contains 408769 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 705 members 
Mstep: Class 19 contains 176636 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 180590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226775056.000000 Penalty: 232557.843750
Iteration 39Q: 28 clusters Score -2.267751e+08 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 107364 members 
Mstep: Class 4 contains 44477 members 
Mstep: Class 5 contains 25978 members 
Mstep: Class 6 contains 34828 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 24695 members 
Mstep: Class 10 contains 41122 members 
Mstep: Class 11 contains 19167 members 
Mstep: Class 12 contains 15732 members 
Mstep: Class 13 contains 41052 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 15 contains 22162 members 
Mstep: Class 16 contains 409676 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 176468 members 
Mstep: Class 20 contains 63263 members 
Mstep: Class 21 contains 31143 members 
Mstep: Class 22 contains 1598 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 177022 members 
Mstep: Class 25 contains 3798 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226785760.000000 Penalty: 232557.843750
Iteration 40F: 28 clusters Score -2.267858e+08 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10293 members 
Mstep: Class 3 contains 107936 members 
Mstep: Class 4 contains 45301 members 
Mstep: Class 5 contains 25892 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 6607 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 24348 members 
Mstep: Class 10 contains 40375 members 
Mstep: Class 11 contains 19293 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 42134 members 
Mstep: Class 14 contains 9137 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 16 contains 409624 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 894 members 
Mstep: Class 19 contains 175745 members 
Mstep: Class 20 contains 65155 members 
Mstep: Class 21 contains 32520 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 1209 members 
Mstep: Class 24 contains 171790 members 
Mstep: Class 25 contains 4704 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226789856.000000 Penalty: 232557.843750
Iteration 41Q: 28 clusters Score -2.267899e+08 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 108337 members 
Mstep: Class 4 contains 46083 members 
Mstep: Class 5 contains 25840 members 
Mstep: Class 6 contains 34709 members 
Mstep: Class 7 contains 6722 members 
Mstep: Class 8 contains 5698 members 
Mstep: Class 9 contains 24112 members 
Mstep: Class 10 contains 40219 members 
Mstep: Class 11 contains 19525 members 
Mstep: Class 12 contains 15572 members 
Mstep: Class 13 contains 42519 members 
Mstep: Class 14 contains 9319 members 
Mstep: Class 15 contains 22007 members 
Mstep: Class 16 contains 410468 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 175295 members 
Mstep: Class 20 contains 66399 members 
Mstep: Class 21 contains 33817 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 1198 members 
Mstep: Class 24 contains 166572 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226791808.000000 Penalty: 232557.843750
Iteration 42Q: 28 clusters Score -2.267918e+08 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 108636 members 
Mstep: Class 4 contains 46808 members 
Mstep: Class 5 contains 25804 members 
Mstep: Class 6 contains 34692 members 
Mstep: Class 7 contains 6807 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 23923 members 
Mstep: Class 10 contains 40240 members 
Mstep: Class 11 contains 19692 members 
Mstep: Class 12 contains 15542 members 
Mstep: Class 13 contains 42722 members 
Mstep: Class 14 contains 9505 members 
Mstep: Class 15 contains 21924 members 
Mstep: Class 16 contains 411990 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 999 members 
Mstep: Class 19 contains 175000 members 
Mstep: Class 20 contains 67260 members 
Mstep: Class 21 contains 34988 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 161436 members 
Mstep: Class 25 contains 5705 members 
Mstep: Class 26 contains 1953 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226794512.000000 Penalty: 232557.843750
Iteration 43Q: 28 clusters Score -2.267945e+08 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 108858 members 
Mstep: Class 4 contains 47575 members 
Mstep: Class 5 contains 25766 members 
Mstep: Class 6 contains 34664 members 
Mstep: Class 7 contains 6845 members 
Mstep: Class 8 contains 5892 members 
Mstep: Class 9 contains 23758 members 
Mstep: Class 10 contains 40321 members 
Mstep: Class 11 contains 19841 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 42879 members 
Mstep: Class 14 contains 9690 members 
Mstep: Class 15 contains 21819 members 
Mstep: Class 16 contains 413870 members 
Mstep: Class 17 contains 1096 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 174805 members 
Mstep: Class 20 contains 67915 members 
Mstep: Class 21 contains 36080 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1179 members 
Mstep: Class 24 contains 156330 members 
Mstep: Class 25 contains 5967 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226796000.000000 Penalty: 232557.843750
Iteration 44Q: 28 clusters Score -2.26796e+08 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109019 members 
Mstep: Class 4 contains 48208 members 
Mstep: Class 5 contains 25745 members 
Mstep: Class 6 contains 34643 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 5997 members 
Mstep: Class 9 contains 23624 members 
Mstep: Class 10 contains 40397 members 
Mstep: Class 11 contains 19949 members 
Mstep: Class 12 contains 15535 members 
Mstep: Class 13 contains 43033 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 21753 members 
Mstep: Class 16 contains 416025 members 
Mstep: Class 17 contains 1107 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 174643 members 
Mstep: Class 20 contains 68490 members 
Mstep: Class 21 contains 37171 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 151221 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226797984.000000 Penalty: 232557.843750
Iteration 45Q: 28 clusters Score -2.26798e+08 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109191 members 
Mstep: Class 4 contains 48827 members 
Mstep: Class 5 contains 25704 members 
Mstep: Class 6 contains 34627 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 23514 members 
Mstep: Class 10 contains 40459 members 
Mstep: Class 11 contains 20055 members 
Mstep: Class 12 contains 15547 members 
Mstep: Class 13 contains 43164 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 21726 members 
Mstep: Class 16 contains 418363 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 174507 members 
Mstep: Class 20 contains 68948 members 
Mstep: Class 21 contains 38157 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 146217 members 
Mstep: Class 25 contains 6307 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226800096.000000 Penalty: 232557.843750
Iteration 46Q: 28 clusters Score -2.268001e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109302 members 
Mstep: Class 4 contains 49381 members 
Mstep: Class 5 contains 25691 members 
Mstep: Class 6 contains 34632 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 23390 members 
Mstep: Class 10 contains 40542 members 
Mstep: Class 11 contains 20147 members 
Mstep: Class 12 contains 15566 members 
Mstep: Class 13 contains 43239 members 
Mstep: Class 14 contains 10169 members 
Mstep: Class 15 contains 21683 members 
Mstep: Class 16 contains 420865 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 174411 members 
Mstep: Class 20 contains 69318 members 
Mstep: Class 21 contains 39123 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 141321 members 
Mstep: Class 25 contains 6394 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226802528.000000 Penalty: 232557.843750
Iteration 47Q: 28 clusters Score -2.268025e+08 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109462 members 
Mstep: Class 4 contains 49909 members 
Mstep: Class 5 contains 25697 members 
Mstep: Class 6 contains 34637 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 9 contains 23276 members 
Mstep: Class 10 contains 40615 members 
Mstep: Class 11 contains 20221 members 
Mstep: Class 12 contains 15570 members 
Mstep: Class 13 contains 43283 members 
Mstep: Class 14 contains 10284 members 
Mstep: Class 15 contains 21627 members 
Mstep: Class 16 contains 423380 members 
Mstep: Class 17 contains 1123 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 174325 members 
Mstep: Class 20 contains 69616 members 
Mstep: Class 21 contains 39988 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 136683 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226803792.000000 Penalty: 232557.843750
Iteration 48Q: 28 clusters Score -2.268038e+08 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109585 members 
Mstep: Class 4 contains 50363 members 
Mstep: Class 5 contains 25709 members 
Mstep: Class 6 contains 34643 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 8 contains 6412 members 
Mstep: Class 9 contains 23192 members 
Mstep: Class 10 contains 40686 members 
Mstep: Class 11 contains 20269 members 
Mstep: Class 12 contains 15577 members 
Mstep: Class 13 contains 43321 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 21586 members 
Mstep: Class 16 contains 426061 members 
Mstep: Class 17 contains 1126 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 174244 members 
Mstep: Class 20 contains 69867 members 
Mstep: Class 21 contains 40853 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 132079 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226803744.000000 Penalty: 232557.843750
Iteration 49Q: 28 clusters Score -2.268037e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109683 members 
Mstep: Class 4 contains 50711 members 
Mstep: Class 5 contains 25756 members 
Mstep: Class 6 contains 34645 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 23129 members 
Mstep: Class 10 contains 40717 members 
Mstep: Class 11 contains 20284 members 
Mstep: Class 12 contains 15589 members 
Mstep: Class 13 contains 43347 members 
Mstep: Class 14 contains 10474 members 
Mstep: Class 15 contains 21552 members 
Mstep: Class 16 contains 428743 members 
Mstep: Class 17 contains 1128 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 174174 members 
Mstep: Class 20 contains 70124 members 
Mstep: Class 21 contains 41667 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 127694 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226805232.000000 Penalty: 232557.843750
Iteration 50Q: 28 clusters Score -2.268052e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 109717 members 
Mstep: Class 4 contains 51011 members 
Mstep: Class 5 contains 25790 members 
Mstep: Class 6 contains 34645 members 
Mstep: Class 7 contains 6931 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 23070 members 
Mstep: Class 10 contains 40740 members 
Mstep: Class 11 contains 20290 members 
Mstep: Class 12 contains 15599 members 
Mstep: Class 13 contains 43369 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 21523 members 
Mstep: Class 16 contains 431432 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 174097 members 
Mstep: Class 20 contains 70347 members 
Mstep: Class 21 contains 42453 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 123541 members 
Mstep: Class 25 contains 6607 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226805472.000000 Penalty: 232557.843750
Iteration 51Q: 28 clusters Score -2.268055e+08 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 109781 members 
Mstep: Class 4 contains 51275 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 34634 members 
Mstep: Class 7 contains 6924 members 
Mstep: Class 8 contains 6607 members 
Mstep: Class 9 contains 23017 members 
Mstep: Class 10 contains 40750 members 
Mstep: Class 11 contains 20285 members 
Mstep: Class 12 contains 15597 members 
Mstep: Class 13 contains 43401 members 
Mstep: Class 14 contains 10607 members 
Mstep: Class 15 contains 21507 members 
Mstep: Class 16 contains 434079 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 174042 members 
Mstep: Class 20 contains 70578 members 
Mstep: Class 21 contains 43196 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 119545 members 
Mstep: Class 25 contains 6639 members 
Mstep: Class 26 contains 1972 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226806512.000000 Penalty: 232557.843750
Iteration 52Q: 28 clusters Score -2.268065e+08 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 109836 members 
Mstep: Class 4 contains 51437 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 34627 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 6657 members 
Mstep: Class 9 contains 22983 members 
Mstep: Class 10 contains 40782 members 
Mstep: Class 11 contains 20281 members 
Mstep: Class 12 contains 15606 members 
Mstep: Class 13 contains 43428 members 
Mstep: Class 14 contains 10663 members 
Mstep: Class 15 contains 21494 members 
Mstep: Class 16 contains 436668 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 173989 members 
Mstep: Class 20 contains 70814 members 
Mstep: Class 21 contains 43924 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 115702 members 
Mstep: Class 25 contains 6663 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226807248.000000 Penalty: 232557.843750
Iteration 53Q: 28 clusters Score -2.268072e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 109820 members 
Mstep: Class 4 contains 51591 members 
Mstep: Class 5 contains 25836 members 
Mstep: Class 6 contains 34622 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 22966 members 
Mstep: Class 10 contains 40818 members 
Mstep: Class 11 contains 20278 members 
Mstep: Class 12 contains 15609 members 
Mstep: Class 13 contains 43445 members 
Mstep: Class 14 contains 10717 members 
Mstep: Class 15 contains 21503 members 
Mstep: Class 16 contains 439149 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 173932 members 
Mstep: Class 20 contains 71042 members 
Mstep: Class 21 contains 44731 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 111937 members 
Mstep: Class 25 contains 6680 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226807904.000000 Penalty: 232557.843750
Iteration 54Q: 28 clusters Score -2.268079e+08 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 109764 members 
Mstep: Class 4 contains 51728 members 
Mstep: Class 5 contains 25869 members 
Mstep: Class 6 contains 34627 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 6748 members 
Mstep: Class 9 contains 22941 members 
Mstep: Class 10 contains 40854 members 
Mstep: Class 11 contains 20255 members 
Mstep: Class 12 contains 15610 members 
Mstep: Class 13 contains 43475 members 
Mstep: Class 14 contains 10748 members 
Mstep: Class 15 contains 21515 members 
Mstep: Class 16 contains 441521 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 173911 members 
Mstep: Class 20 contains 71226 members 
Mstep: Class 21 contains 45531 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 108373 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226809280.000000 Penalty: 232557.843750
Iteration 55Q: 28 clusters Score -2.268093e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 109722 members 
Mstep: Class 4 contains 51826 members 
Mstep: Class 5 contains 25875 members 
Mstep: Class 6 contains 34618 members 
Mstep: Class 7 contains 6856 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 22927 members 
Mstep: Class 10 contains 40886 members 
Mstep: Class 11 contains 20246 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 21536 members 
Mstep: Class 16 contains 443661 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 1114 members 
Mstep: Class 19 contains 173906 members 
Mstep: Class 20 contains 71373 members 
Mstep: Class 21 contains 46406 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 105046 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226810544.000000 Penalty: 232557.843750
Iteration 56Q: 28 clusters Score -2.268105e+08 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109652 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 25923 members 
Mstep: Class 6 contains 34613 members 
Mstep: Class 7 contains 6843 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 9 contains 22903 members 
Mstep: Class 10 contains 40912 members 
Mstep: Class 11 contains 20234 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 43555 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 21566 members 
Mstep: Class 16 contains 445732 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 1121 members 
Mstep: Class 19 contains 173877 members 
Mstep: Class 20 contains 71521 members 
Mstep: Class 21 contains 47359 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 101701 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226810640.000000 Penalty: 232557.843750
Iteration 57Q: 28 clusters Score -2.268106e+08 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109588 members 
Mstep: Class 4 contains 51994 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 34614 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 6872 members 
Mstep: Class 9 contains 22887 members 
Mstep: Class 10 contains 40919 members 
Mstep: Class 11 contains 20216 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 43614 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 21581 members 
Mstep: Class 16 contains 447809 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 173852 members 
Mstep: Class 20 contains 71608 members 
Mstep: Class 21 contains 48282 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 98437 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226810912.000000 Penalty: 232557.843750
Iteration 58Q: 28 clusters Score -2.268109e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109518 members 
Mstep: Class 4 contains 52077 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 34610 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 6919 members 
Mstep: Class 9 contains 22848 members 
Mstep: Class 10 contains 40936 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 43695 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 21604 members 
Mstep: Class 16 contains 449693 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 1132 members 
Mstep: Class 19 contains 173834 members 
Mstep: Class 20 contains 71702 members 
Mstep: Class 21 contains 49223 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 95347 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226811568.000000 Penalty: 232557.843750
Iteration 59Q: 28 clusters Score -2.268116e+08 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109432 members 
Mstep: Class 4 contains 52157 members 
Mstep: Class 5 contains 26083 members 
Mstep: Class 6 contains 34605 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 40965 members 
Mstep: Class 11 contains 20197 members 
Mstep: Class 12 contains 15617 members 
Mstep: Class 13 contains 43797 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 21638 members 
Mstep: Class 16 contains 451395 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 173810 members 
Mstep: Class 20 contains 71823 members 
Mstep: Class 21 contains 50203 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 92333 members 
Mstep: Class 25 contains 6746 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226814176.000000 Penalty: 232557.843750
Iteration 60F: 28 clusters Score -2.268142e+08 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109374 members 
Mstep: Class 4 contains 52197 members 
Mstep: Class 5 contains 26134 members 
Mstep: Class 6 contains 34596 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 8 contains 7006 members 
Mstep: Class 9 contains 22736 members 
Mstep: Class 10 contains 41001 members 
Mstep: Class 11 contains 20199 members 
Mstep: Class 12 contains 15622 members 
Mstep: Class 13 contains 43951 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 21667 members 
Mstep: Class 16 contains 453049 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 173780 members 
Mstep: Class 20 contains 71972 members 
Mstep: Class 21 contains 51127 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 89369 members 
Mstep: Class 25 contains 6751 members 
Mstep: Class 26 contains 1979 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820608.000000 Penalty: 232557.843750
Iteration 61Q: 28 clusters Score -2.268206e+08 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109347 members 
Mstep: Class 4 contains 52230 members 
Mstep: Class 5 contains 26215 members 
Mstep: Class 6 contains 34597 members 
Mstep: Class 7 contains 6841 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 22665 members 
Mstep: Class 10 contains 41028 members 
Mstep: Class 11 contains 20197 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 14 contains 10915 members 
Mstep: Class 15 contains 21682 members 
Mstep: Class 16 contains 454623 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 173772 members 
Mstep: Class 20 contains 72135 members 
Mstep: Class 21 contains 52010 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 86444 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821072.000000 Penalty: 232557.843750
Iteration 62Q: 28 clusters Score -2.268211e+08 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109329 members 
Mstep: Class 4 contains 52250 members 
Mstep: Class 5 contains 26339 members 
Mstep: Class 6 contains 34589 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 7083 members 
Mstep: Class 9 contains 22570 members 
Mstep: Class 10 contains 41069 members 
Mstep: Class 11 contains 20192 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 44277 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 21686 members 
Mstep: Class 16 contains 456106 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 173762 members 
Mstep: Class 20 contains 72283 members 
Mstep: Class 21 contains 52855 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 83620 members 
Mstep: Class 25 contains 6762 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226820976.000000 Penalty: 232557.843750
Iteration 63Q: 28 clusters Score -2.26821e+08 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109295 members 
Mstep: Class 4 contains 52253 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 34594 members 
Mstep: Class 7 contains 6869 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 22490 members 
Mstep: Class 10 contains 41088 members 
Mstep: Class 11 contains 20162 members 
Mstep: Class 12 contains 15620 members 
Mstep: Class 13 contains 44468 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 21721 members 
Mstep: Class 16 contains 457570 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 173741 members 
Mstep: Class 20 contains 72411 members 
Mstep: Class 21 contains 53706 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 80870 members 
Mstep: Class 25 contains 6768 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821392.000000 Penalty: 232557.843750
Iteration 64Q: 28 clusters Score -2.268214e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 109222 members 
Mstep: Class 4 contains 52234 members 
Mstep: Class 5 contains 26600 members 
Mstep: Class 6 contains 34578 members 
Mstep: Class 7 contains 6896 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 22427 members 
Mstep: Class 10 contains 41112 members 
Mstep: Class 11 contains 20135 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 44704 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 15 contains 21776 members 
Mstep: Class 16 contains 458980 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 1158 members 
Mstep: Class 19 contains 173718 members 
Mstep: Class 20 contains 72538 members 
Mstep: Class 21 contains 54542 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 78191 members 
Mstep: Class 25 contains 6776 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821296.000000 Penalty: 232557.843750
Iteration 65Q: 28 clusters Score -2.268213e+08 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 109146 members 
Mstep: Class 4 contains 52231 members 
Mstep: Class 5 contains 26714 members 
Mstep: Class 6 contains 34574 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 7154 members 
Mstep: Class 9 contains 22362 members 
Mstep: Class 10 contains 41134 members 
Mstep: Class 11 contains 20105 members 
Mstep: Class 12 contains 15620 members 
Mstep: Class 13 contains 45005 members 
Mstep: Class 14 contains 11025 members 
Mstep: Class 15 contains 21832 members 
Mstep: Class 16 contains 460288 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 173720 members 
Mstep: Class 20 contains 72671 members 
Mstep: Class 21 contains 55300 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 75616 members 
Mstep: Class 25 contains 6791 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821312.000000 Penalty: 232557.843750
Iteration 66Q: 28 clusters Score -2.268213e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 109112 members 
Mstep: Class 4 contains 52220 members 
Mstep: Class 5 contains 26824 members 
Mstep: Class 6 contains 34561 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 22281 members 
Mstep: Class 10 contains 41153 members 
Mstep: Class 11 contains 20066 members 
Mstep: Class 12 contains 15623 members 
Mstep: Class 13 contains 45360 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 21900 members 
Mstep: Class 16 contains 461539 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 173701 members 
Mstep: Class 20 contains 72799 members 
Mstep: Class 21 contains 55972 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 73113 members 
Mstep: Class 25 contains 6801 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821504.000000 Penalty: 232557.843750
Iteration 67Q: 28 clusters Score -2.268215e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 109055 members 
Mstep: Class 4 contains 52223 members 
Mstep: Class 5 contains 26958 members 
Mstep: Class 6 contains 34539 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 22206 members 
Mstep: Class 10 contains 41148 members 
Mstep: Class 11 contains 20037 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 45783 members 
Mstep: Class 14 contains 11053 members 
Mstep: Class 15 contains 21983 members 
Mstep: Class 16 contains 462835 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 1161 members 
Mstep: Class 19 contains 173693 members 
Mstep: Class 20 contains 72933 members 
Mstep: Class 21 contains 56551 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 70568 members 
Mstep: Class 25 contains 6817 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821248.000000 Penalty: 232557.843750
Iteration 68Q: 28 clusters Score -2.268212e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108953 members 
Mstep: Class 4 contains 52186 members 
Mstep: Class 5 contains 27074 members 
Mstep: Class 6 contains 34515 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 7196 members 
Mstep: Class 9 contains 22149 members 
Mstep: Class 10 contains 41167 members 
Mstep: Class 11 contains 19996 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 46300 members 
Mstep: Class 14 contains 11074 members 
Mstep: Class 15 contains 22061 members 
Mstep: Class 16 contains 464155 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 173683 members 
Mstep: Class 20 contains 73060 members 
Mstep: Class 21 contains 57078 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 68048 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226821824.000000 Penalty: 232557.843750
Iteration 69Q: 28 clusters Score -2.268218e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108851 members 
Mstep: Class 4 contains 52149 members 
Mstep: Class 5 contains 27221 members 
Mstep: Class 6 contains 34497 members 
Mstep: Class 7 contains 7101 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 22075 members 
Mstep: Class 10 contains 41201 members 
Mstep: Class 11 contains 19935 members 
Mstep: Class 12 contains 15629 members 
Mstep: Class 13 contains 46891 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 22151 members 
Mstep: Class 16 contains 465415 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 173674 members 
Mstep: Class 20 contains 73187 members 
Mstep: Class 21 contains 57584 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 65497 members 
Mstep: Class 25 contains 6827 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822224.000000 Penalty: 232557.843750
Iteration 70Q: 28 clusters Score -2.268222e+08 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108750 members 
Mstep: Class 4 contains 52122 members 
Mstep: Class 5 contains 27374 members 
Mstep: Class 6 contains 34477 members 
Mstep: Class 7 contains 7151 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 22013 members 
Mstep: Class 10 contains 41245 members 
Mstep: Class 11 contains 19859 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 47572 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 466650 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 1175 members 
Mstep: Class 19 contains 173691 members 
Mstep: Class 20 contains 73296 members 
Mstep: Class 21 contains 58062 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 62890 members 
Mstep: Class 25 contains 6834 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822816.000000 Penalty: 232557.843750
Iteration 71Q: 28 clusters Score -2.268228e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108640 members 
Mstep: Class 4 contains 52093 members 
Mstep: Class 5 contains 27547 members 
Mstep: Class 6 contains 34462 members 
Mstep: Class 7 contains 7189 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 21962 members 
Mstep: Class 10 contains 41277 members 
Mstep: Class 11 contains 19798 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 48321 members 
Mstep: Class 14 contains 11140 members 
Mstep: Class 15 contains 22328 members 
Mstep: Class 16 contains 467869 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 173692 members 
Mstep: Class 20 contains 73409 members 
Mstep: Class 21 contains 58446 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 60296 members 
Mstep: Class 25 contains 6841 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226823600.000000 Penalty: 232557.843750
Iteration 72Q: 28 clusters Score -2.268236e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108517 members 
Mstep: Class 4 contains 52059 members 
Mstep: Class 5 contains 27717 members 
Mstep: Class 6 contains 34431 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 21937 members 
Mstep: Class 10 contains 41293 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 15635 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 469104 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 173701 members 
Mstep: Class 20 contains 73541 members 
Mstep: Class 21 contains 58786 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 57630 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824272.000000 Penalty: 232557.843750
Iteration 73Q: 28 clusters Score -2.268243e+08 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108390 members 
Mstep: Class 4 contains 52043 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 34406 members 
Mstep: Class 7 contains 7232 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 21921 members 
Mstep: Class 10 contains 41298 members 
Mstep: Class 11 contains 19653 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 50229 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 22482 members 
Mstep: Class 16 contains 470282 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 1185 members 
Mstep: Class 19 contains 173700 members 
Mstep: Class 20 contains 73679 members 
Mstep: Class 21 contains 59143 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 54884 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226823920.000000 Penalty: 232557.843750
Iteration 74Q: 28 clusters Score -2.268239e+08 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108226 members 
Mstep: Class 4 contains 52035 members 
Mstep: Class 5 contains 28080 members 
Mstep: Class 6 contains 34404 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 7274 members 
Mstep: Class 9 contains 21922 members 
Mstep: Class 10 contains 41266 members 
Mstep: Class 11 contains 19561 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 51303 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 22543 members 
Mstep: Class 16 contains 471559 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 19 contains 173696 members 
Mstep: Class 20 contains 73810 members 
Mstep: Class 21 contains 59434 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 52123 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226822992.000000 Penalty: 232557.843750
Iteration 75Q: 28 clusters Score -2.26823e+08 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 108032 members 
Mstep: Class 4 contains 51996 members 
Mstep: Class 5 contains 28215 members 
Mstep: Class 6 contains 34395 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 21927 members 
Mstep: Class 10 contains 41244 members 
Mstep: Class 11 contains 19468 members 
Mstep: Class 12 contains 15634 members 
Mstep: Class 13 contains 52545 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 22608 members 
Mstep: Class 16 contains 472774 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1187 members 
Mstep: Class 19 contains 173690 members 
Mstep: Class 20 contains 73953 members 
Mstep: Class 21 contains 59670 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 49385 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226823632.000000 Penalty: 232557.843750
Iteration 76Q: 28 clusters Score -2.268236e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107844 members 
Mstep: Class 4 contains 51943 members 
Mstep: Class 5 contains 28389 members 
Mstep: Class 6 contains 34392 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 7302 members 
Mstep: Class 9 contains 21958 members 
Mstep: Class 10 contains 41219 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 53862 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 22700 members 
Mstep: Class 16 contains 473822 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 173684 members 
Mstep: Class 20 contains 74091 members 
Mstep: Class 21 contains 59904 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 46668 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226824528.000000 Penalty: 232557.843750
Iteration 77Q: 28 clusters Score -2.268245e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107682 members 
Mstep: Class 4 contains 51918 members 
Mstep: Class 5 contains 28566 members 
Mstep: Class 6 contains 34374 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 8 contains 7315 members 
Mstep: Class 9 contains 22022 members 
Mstep: Class 10 contains 41162 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 55145 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 22774 members 
Mstep: Class 16 contains 474880 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 74211 members 
Mstep: Class 21 contains 60076 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 44039 members 
Mstep: Class 25 contains 6888 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226825088.000000 Penalty: 232557.843750
Iteration 78Q: 28 clusters Score -2.268251e+08 nChanged 5115
Entering ConstructFrom: 
Score: -226825088.000000 Penalty: 232557.843750
Entering ConstructFrom: 
Trying to split cluster 1 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -399866.062500 Penalty: 4805.796875
	Iteration 0F: 2 clusters Score -399866.1 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 1267 members 
Entering Unmasked Estep 
Score: -394559.281250 Penalty: 9611.593750
	Iteration 0F: 3 clusters Score -394559.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -395661.656250 Penalty: 9611.593750
	Iteration 1F: 3 clusters Score -395661.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -396703.781250 Penalty: 9611.593750
	Iteration 2F: 3 clusters Score -396703.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -398048.250000 Penalty: 9611.593750
	Iteration 3F: 3 clusters Score -398048.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -398977.531250 Penalty: 9611.593750
	Iteration 4F: 3 clusters Score -398977.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -399511.906250 Penalty: 9611.593750
	Iteration 5F: 3 clusters Score -399511.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -399908.281250 Penalty: 9611.593750
	Iteration 6Q: 3 clusters Score -399908.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -400248.781250 Penalty: 9611.593750
	Iteration 7Q: 3 clusters Score -400248.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -400628.750000 Penalty: 9611.593750
	Iteration 8Q: 3 clusters Score -400628.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -400845.281250 Penalty: 9611.593750
	Iteration 9Q: 3 clusters Score -400845.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -401007.687500 Penalty: 9611.593750
	Iteration 10Q: 3 clusters Score -401007.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -401229.500000 Penalty: 9611.593750
	Iteration 11Q: 3 clusters Score -401229.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -401399.093750 Penalty: 9611.593750
	Iteration 12Q: 3 clusters Score -401399.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -401440.312500 Penalty: 9611.593750
	Iteration 13Q: 3 clusters Score -401440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -401454.968750 Penalty: 9611.593750
	Iteration 14Q: 3 clusters Score -401455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -401464.562500 Penalty: 9611.593750
	Iteration 15Q: 3 clusters Score -401464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -401468.750000 Penalty: 9611.593750
	Iteration 16Q: 3 clusters Score -401468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -401476.281250 Penalty: 9611.593750
	Iteration 17Q: 3 clusters Score -401476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -401483.656250 Penalty: 9611.593750
	Iteration 18Q: 3 clusters Score -401483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -401488.906250 Penalty: 9611.593750
	Iteration 19Q: 3 clusters Score -401488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -401497.062500 Penalty: 9611.593750
	Iteration 20F: 3 clusters Score -401497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -401518.031250 Penalty: 9611.593750
	Iteration 21Q: 3 clusters Score -401518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -401531.968750 Penalty: 9611.593750
	Iteration 22Q: 3 clusters Score -401532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -401536.968750 Penalty: 9611.593750
	Iteration 23Q: 3 clusters Score -401537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -401541.468750 Penalty: 9611.593750
	Iteration 24Q: 3 clusters Score -401541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -401545.281250 Penalty: 9611.593750
	Iteration 25Q: 3 clusters Score -401545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -401545.968750 Penalty: 9611.593750
	Iteration 26Q: 3 clusters Score -401546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -401546.125000 Penalty: 9611.593750
	Iteration 27F: 3 clusters Score -401546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -401550.312500 Penalty: 9611.593750
	Iteration 28Q: 3 clusters Score -401550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -401560.500000 Penalty: 9611.593750
	Iteration 29Q: 3 clusters Score -401560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -401585.750000 Penalty: 9611.593750
	Iteration 30Q: 3 clusters Score -401585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -401659.375000 Penalty: 9611.593750
	Iteration 31Q: 3 clusters Score -401659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -401706.156250 Penalty: 9611.593750
	Iteration 32Q: 3 clusters Score -401706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -401727.218750 Penalty: 9611.593750
	Iteration 33Q: 3 clusters Score -401727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -401734.906250 Penalty: 9611.593750
	Iteration 34Q: 3 clusters Score -401734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -401738.531250 Penalty: 9611.593750
	Iteration 35Q: 3 clusters Score -401738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -401742.343750 Penalty: 9611.593750
	Iteration 36Q: 3 clusters Score -401742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -401744.875000 Penalty: 9611.593750
	Iteration 37Q: 3 clusters Score -401744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -401751.468750 Penalty: 9611.593750
	Iteration 38F: 3 clusters Score -401751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401764.593750 Penalty: 9611.593750
	Iteration 39Q: 3 clusters Score -401764.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -401800.250000 Penalty: 9611.593750
	Iteration 40F: 3 clusters Score -401800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -401872.968750 Penalty: 9611.593750
	Iteration 41Q: 3 clusters Score -401873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -401934.062500 Penalty: 9611.593750
	Iteration 42Q: 3 clusters Score -401934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401961.843750 Penalty: 9611.593750
	Iteration 43Q: 3 clusters Score -401961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401966.750000 Penalty: 9611.593750
	Iteration 44Q: 3 clusters Score -401966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401966.750000 Penalty: 9611.593750
	Iteration 45F: 3 clusters Score -401966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107477 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 28730 members 
Mstep: Class 6 contains 34358 members 
Mstep: Class 7 contains 7333 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 22088 members 
Mstep: Class 10 contains 41080 members 
Mstep: Class 11 contains 19158 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 56428 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 22804 members 
Mstep: Class 16 contains 475839 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 74332 members 
Mstep: Class 21 contains 60203 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 41705 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 1529 members 
Entering Unmasked Estep 
Score: -226822176.000000 Penalty: 241171.093750
Splitting cluster 1 changes total score from -226825088.000000 to -226822176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -1853617.875000 Penalty: 5660.982422
	Iteration 0F: 2 clusters Score -1853618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1843347.625000 Penalty: 11321.964844
	Iteration 0F: 3 clusters Score -1843348 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1845801.750000 Penalty: 11321.964844
	Iteration 1F: 3 clusters Score -1845802 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1846613.125000 Penalty: 11321.964844
	Iteration 2F: 3 clusters Score -1846613 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1847520.750000 Penalty: 11321.964844
	Iteration 3F: 3 clusters Score -1847521 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1848703.125000 Penalty: 11321.964844
	Iteration 4F: 3 clusters Score -1848703 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1849977.125000 Penalty: 11321.964844
	Iteration 5F: 3 clusters Score -1849977 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1850893.875000 Penalty: 11321.964844
	Iteration 6F: 3 clusters Score -1850894 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1851399.000000 Penalty: 11321.964844
	Iteration 7F: 3 clusters Score -1851399 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1851697.625000 Penalty: 11321.964844
	Iteration 8Q: 3 clusters Score -1851698 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1851881.000000 Penalty: 11321.964844
	Iteration 9Q: 3 clusters Score -1851881 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1852006.500000 Penalty: 11321.964844
	Iteration 10Q: 3 clusters Score -1852006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1852080.000000 Penalty: 11321.964844
	Iteration 11Q: 3 clusters Score -1852080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1852121.500000 Penalty: 11321.964844
	Iteration 12Q: 3 clusters Score -1852122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1852149.750000 Penalty: 11321.964844
	Iteration 13Q: 3 clusters Score -1852150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1852170.750000 Penalty: 11321.964844
	Iteration 14Q: 3 clusters Score -1852171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1852200.625000 Penalty: 11321.964844
	Iteration 15Q: 3 clusters Score -1852201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1852222.500000 Penalty: 11321.964844
	Iteration 16Q: 3 clusters Score -1852222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1852243.500000 Penalty: 11321.964844
	Iteration 17Q: 3 clusters Score -1852244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1852254.250000 Penalty: 11321.964844
	Iteration 18Q: 3 clusters Score -1852254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1852270.375000 Penalty: 11321.964844
	Iteration 19Q: 3 clusters Score -1852270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1852277.375000 Penalty: 11321.964844
	Iteration 20F: 3 clusters Score -1852277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1852292.000000 Penalty: 11321.964844
	Iteration 21Q: 3 clusters Score -1852292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1852300.125000 Penalty: 11321.964844
	Iteration 22Q: 3 clusters Score -1852300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1852314.000000 Penalty: 11321.964844
	Iteration 23Q: 3 clusters Score -1852314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1852313.625000 Penalty: 11321.964844
	Iteration 24Q: 3 clusters Score -1852314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1852317.875000 Penalty: 11321.964844
	Iteration 25Q: 3 clusters Score -1852318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1852318.125000 Penalty: 11321.964844
	Iteration 26Q: 3 clusters Score -1852318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1852317.750000 Penalty: 11321.964844
	Iteration 27Q: 3 clusters Score -1852318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1852316.000000 Penalty: 11321.964844
	Iteration 28Q: 3 clusters Score -1852316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1852316.875000 Penalty: 11321.964844
	Iteration 29Q: 3 clusters Score -1852317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1852315.125000 Penalty: 11321.964844
	Iteration 30Q: 3 clusters Score -1852315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1852320.000000 Penalty: 11321.964844
	Iteration 31Q: 3 clusters Score -1852320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1852318.750000 Penalty: 11321.964844
	Iteration 32Q: 3 clusters Score -1852319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1852318.750000 Penalty: 11321.964844
	Iteration 33F: 3 clusters Score -1852319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Entering Unmasked Estep 
Score: -19278822.000000 Penalty: 7095.832520
	Iteration 0F: 2 clusters Score -1.927882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -19206144.000000 Penalty: 14191.665039
	Iteration 0F: 3 clusters Score -1.920614e+07 nChanged 49035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -19232994.000000 Penalty: 14191.665039
	Iteration 1F: 3 clusters Score -1.923299e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -19234354.000000 Penalty: 14191.665039
	Iteration 2Q: 3 clusters Score -1.923435e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -19235882.000000 Penalty: 14191.665039
	Iteration 3Q: 3 clusters Score -1.923588e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -19237678.000000 Penalty: 14191.665039
	Iteration 4Q: 3 clusters Score -1.923768e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -19239800.000000 Penalty: 14191.665039
	Iteration 5Q: 3 clusters Score -1.92398e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -19242178.000000 Penalty: 14191.665039
	Iteration 6Q: 3 clusters Score -1.924218e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -19245010.000000 Penalty: 14191.665039
	Iteration 7F: 3 clusters Score -1.924501e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -19247476.000000 Penalty: 14191.665039
	Iteration 8Q: 3 clusters Score -1.924748e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -19249658.000000 Penalty: 14191.665039
	Iteration 9Q: 3 clusters Score -1.924966e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -19251396.000000 Penalty: 14191.665039
	Iteration 10Q: 3 clusters Score -1.92514e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -19252918.000000 Penalty: 14191.665039
	Iteration 11Q: 3 clusters Score -1.925292e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -19254274.000000 Penalty: 14191.665039
	Iteration 12Q: 3 clusters Score -1.925427e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -19255524.000000 Penalty: 14191.665039
	Iteration 13Q: 3 clusters Score -1.925552e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -19256852.000000 Penalty: 14191.665039
	Iteration 14Q: 3 clusters Score -1.925685e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -19258110.000000 Penalty: 14191.665039
	Iteration 15Q: 3 clusters Score -1.925811e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -19259158.000000 Penalty: 14191.665039
	Iteration 16Q: 3 clusters Score -1.925916e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -19259900.000000 Penalty: 14191.665039
	Iteration 17Q: 3 clusters Score -1.92599e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -19260492.000000 Penalty: 14191.665039
	Iteration 18Q: 3 clusters Score -1.926049e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -19260940.000000 Penalty: 14191.665039
	Iteration 19Q: 3 clusters Score -1.926094e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -19261208.000000 Penalty: 14191.665039
	Iteration 20F: 3 clusters Score -1.926121e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -19261576.000000 Penalty: 14191.665039
	Iteration 21Q: 3 clusters Score -1.926158e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -19261894.000000 Penalty: 14191.665039
	Iteration 22Q: 3 clusters Score -1.926189e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -19262398.000000 Penalty: 14191.665039
	Iteration 23Q: 3 clusters Score -1.92624e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -19262932.000000 Penalty: 14191.665039
	Iteration 24Q: 3 clusters Score -1.926293e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -19263418.000000 Penalty: 14191.665039
	Iteration 25Q: 3 clusters Score -1.926342e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -19264102.000000 Penalty: 14191.665039
	Iteration 26Q: 3 clusters Score -1.92641e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -19264578.000000 Penalty: 14191.665039
	Iteration 27Q: 3 clusters Score -1.926458e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -19265316.000000 Penalty: 14191.665039
	Iteration 28Q: 3 clusters Score -1.926532e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -19265998.000000 Penalty: 14191.665039
	Iteration 29Q: 3 clusters Score -1.9266e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -19266966.000000 Penalty: 14191.665039
	Iteration 30Q: 3 clusters Score -1.926697e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -19268032.000000 Penalty: 14191.665039
	Iteration 31Q: 3 clusters Score -1.926803e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -19269272.000000 Penalty: 14191.665039
	Iteration 32Q: 3 clusters Score -1.926927e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -19270716.000000 Penalty: 14191.665039
	Iteration 33Q: 3 clusters Score -1.927072e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -19272442.000000 Penalty: 14191.665039
	Iteration 34Q: 3 clusters Score -1.927244e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -19274018.000000 Penalty: 14191.665039
	Iteration 35Q: 3 clusters Score -1.927402e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -19274960.000000 Penalty: 14191.665039
	Iteration 36Q: 3 clusters Score -1.927496e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -19275530.000000 Penalty: 14191.665039
	Iteration 37Q: 3 clusters Score -1.927553e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -19275778.000000 Penalty: 14191.665039
	Iteration 38Q: 3 clusters Score -1.927578e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -19275982.000000 Penalty: 14191.665039
	Iteration 39Q: 3 clusters Score -1.927598e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -19276118.000000 Penalty: 14191.665039
	Iteration 40F: 3 clusters Score -1.927612e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -19276284.000000 Penalty: 14191.665039
	Iteration 41Q: 3 clusters Score -1.927628e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -19276376.000000 Penalty: 14191.665039
	Iteration 42Q: 3 clusters Score -1.927638e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -19276416.000000 Penalty: 14191.665039
	Iteration 43Q: 3 clusters Score -1.927642e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -19276476.000000 Penalty: 14191.665039
	Iteration 44Q: 3 clusters Score -1.927648e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -19276444.000000 Penalty: 14191.665039
	Iteration 45Q: 3 clusters Score -1.927644e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -19276468.000000 Penalty: 14191.665039
	Iteration 46Q: 3 clusters Score -1.927647e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -19276458.000000 Penalty: 14191.665039
	Iteration 47Q: 3 clusters Score -1.927646e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -19276466.000000 Penalty: 14191.665039
	Iteration 48Q: 3 clusters Score -1.927647e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -19276474.000000 Penalty: 14191.665039
	Iteration 49Q: 3 clusters Score -1.927647e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -19276462.000000 Penalty: 14191.665039
	Iteration 50Q: 3 clusters Score -1.927646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -19276482.000000 Penalty: 14191.665039
	Iteration 51Q: 3 clusters Score -1.927648e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -19276528.000000 Penalty: 14191.665039
	Iteration 52Q: 3 clusters Score -1.927653e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 91684 members 
Entering Unmasked Estep 
Score: -19276512.000000 Penalty: 14191.665039
	Iteration 53Q: 3 clusters Score -1.927651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -19276504.000000 Penalty: 14191.665039
	Iteration 54Q: 3 clusters Score -1.92765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -19276496.000000 Penalty: 14191.665039
	Iteration 55Q: 3 clusters Score -1.92765e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -19276484.000000 Penalty: 14191.665039
	Iteration 56Q: 3 clusters Score -1.927648e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -19276488.000000 Penalty: 14191.665039
	Iteration 57Q: 3 clusters Score -1.927649e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -19276508.000000 Penalty: 14191.665039
	Iteration 58Q: 3 clusters Score -1.927651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -19276520.000000 Penalty: 14191.665039
	Iteration 59Q: 3 clusters Score -1.927652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -19276510.000000 Penalty: 14191.665039
	Iteration 60F: 3 clusters Score -1.927651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -19276498.000000 Penalty: 14191.665039
	Iteration 61Q: 3 clusters Score -1.92765e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 92143 members 
Entering Unmasked Estep 
Score: -19276512.000000 Penalty: 14191.665039
	Iteration 62Q: 3 clusters Score -1.927651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -19276514.000000 Penalty: 14191.665039
	Iteration 63Q: 3 clusters Score -1.927651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -19276494.000000 Penalty: 14191.665039
	Iteration 64Q: 3 clusters Score -1.927649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -19276468.000000 Penalty: 14191.665039
	Iteration 65Q: 3 clusters Score -1.927647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -19276476.000000 Penalty: 14191.665039
	Iteration 66Q: 3 clusters Score -1.927648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -19276486.000000 Penalty: 14191.665039
	Iteration 67Q: 3 clusters Score -1.927649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -19276480.000000 Penalty: 14191.665039
	Iteration 68Q: 3 clusters Score -1.927648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -19276474.000000 Penalty: 14191.665039
	Iteration 69Q: 3 clusters Score -1.927647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -19276482.000000 Penalty: 14191.665039
	Iteration 70Q: 3 clusters Score -1.927648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -19276466.000000 Penalty: 14191.665039
	Iteration 71Q: 3 clusters Score -1.927647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -19276478.000000 Penalty: 14191.665039
	Iteration 72Q: 3 clusters Score -1.927648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -19276484.000000 Penalty: 14191.665039
	Iteration 73Q: 3 clusters Score -1.927648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -19276502.000000 Penalty: 14191.665039
	Iteration 74Q: 3 clusters Score -1.92765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -19276510.000000 Penalty: 14191.665039
	Iteration 75Q: 3 clusters Score -1.927651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -19276504.000000 Penalty: 14191.665039
	Iteration 76Q: 3 clusters Score -1.92765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -19276486.000000 Penalty: 14191.665039
	Iteration 77Q: 3 clusters Score -1.927649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -19276466.000000 Penalty: 14191.665039
	Iteration 78Q: 3 clusters Score -1.927647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -19276490.000000 Penalty: 14191.665039
	Iteration 79Q: 3 clusters Score -1.927649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -19276492.000000 Penalty: 14191.665039
	Iteration 80F: 3 clusters Score -1.927649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -19276478.000000 Penalty: 14191.665039
	Iteration 81Q: 3 clusters Score -1.927648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -19276474.000000 Penalty: 14191.665039
	Iteration 82Q: 3 clusters Score -1.927647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 83Q: 3 clusters Score -1.927647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -19276474.000000 Penalty: 14191.665039
	Iteration 84Q: 3 clusters Score -1.927647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -19276492.000000 Penalty: 14191.665039
	Iteration 85Q: 3 clusters Score -1.927649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -19276484.000000 Penalty: 14191.665039
	Iteration 86Q: 3 clusters Score -1.927648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -19276478.000000 Penalty: 14191.665039
	Iteration 87Q: 3 clusters Score -1.927648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -19276476.000000 Penalty: 14191.665039
	Iteration 88Q: 3 clusters Score -1.927648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -19276488.000000 Penalty: 14191.665039
	Iteration 89Q: 3 clusters Score -1.927649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -19276494.000000 Penalty: 14191.665039
	Iteration 90Q: 3 clusters Score -1.927649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 91Q: 3 clusters Score -1.927647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -19276486.000000 Penalty: 14191.665039
	Iteration 92Q: 3 clusters Score -1.927649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 93Q: 3 clusters Score -1.927647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -19276470.000000 Penalty: 14191.665039
	Iteration 94Q: 3 clusters Score -1.927647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -19276456.000000 Penalty: 14191.665039
	Iteration 95Q: 3 clusters Score -1.927646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -19276460.000000 Penalty: 14191.665039
	Iteration 96Q: 3 clusters Score -1.927646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -19276454.000000 Penalty: 14191.665039
	Iteration 97Q: 3 clusters Score -1.927645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -19276452.000000 Penalty: 14191.665039
	Iteration 98Q: 3 clusters Score -1.927645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -19276452.000000 Penalty: 14191.665039
	Iteration 99Q: 3 clusters Score -1.927645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -19276452.000000 Penalty: 14191.665039
	Iteration 100F: 3 clusters Score -1.927645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -19276454.000000 Penalty: 14191.665039
	Iteration 101Q: 3 clusters Score -1.927645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -19276462.000000 Penalty: 14191.665039
	Iteration 102Q: 3 clusters Score -1.927646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -19276454.000000 Penalty: 14191.665039
	Iteration 103Q: 3 clusters Score -1.927645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -19276456.000000 Penalty: 14191.665039
	Iteration 104Q: 3 clusters Score -1.927646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -19276450.000000 Penalty: 14191.665039
	Iteration 105Q: 3 clusters Score -1.927645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -19276436.000000 Penalty: 14191.665039
	Iteration 106Q: 3 clusters Score -1.927644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -19276438.000000 Penalty: 14191.665039
	Iteration 107Q: 3 clusters Score -1.927644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -19276446.000000 Penalty: 14191.665039
	Iteration 108Q: 3 clusters Score -1.927645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -19276454.000000 Penalty: 14191.665039
	Iteration 109Q: 3 clusters Score -1.927645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -19276434.000000 Penalty: 14191.665039
	Iteration 110Q: 3 clusters Score -1.927643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -19276458.000000 Penalty: 14191.665039
	Iteration 111Q: 3 clusters Score -1.927646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -19276456.000000 Penalty: 14191.665039
	Iteration 112Q: 3 clusters Score -1.927646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -19276456.000000 Penalty: 14191.665039
	Iteration 113Q: 3 clusters Score -1.927646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -19276474.000000 Penalty: 14191.665039
	Iteration 114Q: 3 clusters Score -1.927647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -19276480.000000 Penalty: 14191.665039
	Iteration 115Q: 3 clusters Score -1.927648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 116Q: 3 clusters Score -1.927647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 117Q: 3 clusters Score -1.927647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 92856 members 
Entering Unmasked Estep 
Score: -19276488.000000 Penalty: 14191.665039
	Iteration 118Q: 3 clusters Score -1.927649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -19276478.000000 Penalty: 14191.665039
	Iteration 119Q: 3 clusters Score -1.927648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -19276468.000000 Penalty: 14191.665039
	Iteration 120F: 3 clusters Score -1.927647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 121Q: 3 clusters Score -1.927647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -19276476.000000 Penalty: 14191.665039
	Iteration 122Q: 3 clusters Score -1.927648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -19276456.000000 Penalty: 14191.665039
	Iteration 123Q: 3 clusters Score -1.927646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -19276452.000000 Penalty: 14191.665039
	Iteration 124Q: 3 clusters Score -1.927645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -19276454.000000 Penalty: 14191.665039
	Iteration 125Q: 3 clusters Score -1.927645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -19276442.000000 Penalty: 14191.665039
	Iteration 126Q: 3 clusters Score -1.927644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -19276434.000000 Penalty: 14191.665039
	Iteration 127Q: 3 clusters Score -1.927643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -19276424.000000 Penalty: 14191.665039
	Iteration 128Q: 3 clusters Score -1.927642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -19276426.000000 Penalty: 14191.665039
	Iteration 129Q: 3 clusters Score -1.927643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -19276432.000000 Penalty: 14191.665039
	Iteration 130Q: 3 clusters Score -1.927643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -19276460.000000 Penalty: 14191.665039
	Iteration 131Q: 3 clusters Score -1.927646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -19276480.000000 Penalty: 14191.665039
	Iteration 132Q: 3 clusters Score -1.927648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 133Q: 3 clusters Score -1.927647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -19276472.000000 Penalty: 14191.665039
	Iteration 134Q: 3 clusters Score -1.927647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -19276470.000000 Penalty: 14191.665039
	Iteration 135Q: 3 clusters Score -1.927647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -19276470.000000 Penalty: 14191.665039
	Iteration 136F: 3 clusters Score -1.927647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Entering Unmasked Estep 
Score: -9435468.000000 Penalty: 6649.662598
	Iteration 0F: 2 clusters Score -9435468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -9398397.000000 Penalty: 13299.325195
	Iteration 0F: 3 clusters Score -9398397 nChanged 22917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -9410796.000000 Penalty: 13299.325195
	Iteration 1F: 3 clusters Score -9410796 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -9411733.000000 Penalty: 13299.325195
	Iteration 2F: 3 clusters Score -9411733 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -9412542.000000 Penalty: 13299.325195
	Iteration 3Q: 3 clusters Score -9412542 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -9413355.000000 Penalty: 13299.325195
	Iteration 4Q: 3 clusters Score -9413355 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9414173.000000 Penalty: 13299.325195
	Iteration 5Q: 3 clusters Score -9414173 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -9415004.000000 Penalty: 13299.325195
	Iteration 6Q: 3 clusters Score -9415004 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -9415947.000000 Penalty: 13299.325195
	Iteration 7Q: 3 clusters Score -9415947 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -9417000.000000 Penalty: 13299.325195
	Iteration 8Q: 3 clusters Score -9417000 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -9418176.000000 Penalty: 13299.325195
	Iteration 9Q: 3 clusters Score -9418176 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -9419416.000000 Penalty: 13299.325195
	Iteration 10Q: 3 clusters Score -9419416 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -9420713.000000 Penalty: 13299.325195
	Iteration 11Q: 3 clusters Score -9420713 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -9422105.000000 Penalty: 13299.325195
	Iteration 12Q: 3 clusters Score -9422105 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -9423519.000000 Penalty: 13299.325195
	Iteration 13Q: 3 clusters Score -9423519 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -9424897.000000 Penalty: 13299.325195
	Iteration 14Q: 3 clusters Score -9424897 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -9426042.000000 Penalty: 13299.325195
	Iteration 15Q: 3 clusters Score -9426042 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -9427044.000000 Penalty: 13299.325195
	Iteration 16Q: 3 clusters Score -9427044 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -9427796.000000 Penalty: 13299.325195
	Iteration 17Q: 3 clusters Score -9427796 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -9428422.000000 Penalty: 13299.325195
	Iteration 18Q: 3 clusters Score -9428422 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -9428819.000000 Penalty: 13299.325195
	Iteration 19Q: 3 clusters Score -9428819 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -9429028.000000 Penalty: 13299.325195
	Iteration 20F: 3 clusters Score -9429028 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -9429182.000000 Penalty: 13299.325195
	Iteration 21Q: 3 clusters Score -9429182 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -9429299.000000 Penalty: 13299.325195
	Iteration 22Q: 3 clusters Score -9429299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -9429400.000000 Penalty: 13299.325195
	Iteration 23Q: 3 clusters Score -9429400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -9429506.000000 Penalty: 13299.325195
	Iteration 24Q: 3 clusters Score -9429506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -9429526.000000 Penalty: 13299.325195
	Iteration 25Q: 3 clusters Score -9429526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -9429560.000000 Penalty: 13299.325195
	Iteration 26Q: 3 clusters Score -9429560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -9429599.000000 Penalty: 13299.325195
	Iteration 27Q: 3 clusters Score -9429599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -9429627.000000 Penalty: 13299.325195
	Iteration 28Q: 3 clusters Score -9429627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9429669.000000 Penalty: 13299.325195
	Iteration 29Q: 3 clusters Score -9429669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -9429695.000000 Penalty: 13299.325195
	Iteration 30Q: 3 clusters Score -9429695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9429710.000000 Penalty: 13299.325195
	Iteration 31Q: 3 clusters Score -9429710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -9429702.000000 Penalty: 13299.325195
	Iteration 32Q: 3 clusters Score -9429702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -9429724.000000 Penalty: 13299.325195
	Iteration 33Q: 3 clusters Score -9429724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -9429734.000000 Penalty: 13299.325195
	Iteration 34Q: 3 clusters Score -9429734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -9429737.000000 Penalty: 13299.325195
	Iteration 35Q: 3 clusters Score -9429737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -9429736.000000 Penalty: 13299.325195
	Iteration 36Q: 3 clusters Score -9429736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9429732.000000 Penalty: 13299.325195
	Iteration 37Q: 3 clusters Score -9429732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -9429734.000000 Penalty: 13299.325195
	Iteration 38Q: 3 clusters Score -9429734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -9429734.000000 Penalty: 13299.325195
	Iteration 39F: 3 clusters Score -9429734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Entering Unmasked Estep 
Score: -5191172.000000 Penalty: 6287.739746
	Iteration 0F: 2 clusters Score -5191172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5169176.500000 Penalty: 12575.479492
	Iteration 0F: 3 clusters Score -5169176 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5175390.000000 Penalty: 12575.479492
	Iteration 1F: 3 clusters Score -5175390 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5176189.500000 Penalty: 12575.479492
	Iteration 2F: 3 clusters Score -5176190 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5176785.500000 Penalty: 12575.479492
	Iteration 3Q: 3 clusters Score -5176786 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5177300.500000 Penalty: 12575.479492
	Iteration 4Q: 3 clusters Score -5177300 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5177824.500000 Penalty: 12575.479492
	Iteration 5Q: 3 clusters Score -5177824 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5178362.500000 Penalty: 12575.479492
	Iteration 6Q: 3 clusters Score -5178362 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5178927.000000 Penalty: 12575.479492
	Iteration 7Q: 3 clusters Score -5178927 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5179501.500000 Penalty: 12575.479492
	Iteration 8Q: 3 clusters Score -5179502 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5180147.000000 Penalty: 12575.479492
	Iteration 9Q: 3 clusters Score -5180147 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5180761.500000 Penalty: 12575.479492
	Iteration 10Q: 3 clusters Score -5180762 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -5181307.000000 Penalty: 12575.479492
	Iteration 11Q: 3 clusters Score -5181307 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -5181873.500000 Penalty: 12575.479492
	Iteration 12Q: 3 clusters Score -5181874 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -5182307.000000 Penalty: 12575.479492
	Iteration 13Q: 3 clusters Score -5182307 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5182775.000000 Penalty: 12575.479492
	Iteration 14Q: 3 clusters Score -5182775 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5183180.500000 Penalty: 12575.479492
	Iteration 15Q: 3 clusters Score -5183180 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5183516.500000 Penalty: 12575.479492
	Iteration 16Q: 3 clusters Score -5183516 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5183841.000000 Penalty: 12575.479492
	Iteration 17Q: 3 clusters Score -5183841 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5184129.500000 Penalty: 12575.479492
	Iteration 18Q: 3 clusters Score -5184130 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5184367.500000 Penalty: 12575.479492
	Iteration 19Q: 3 clusters Score -5184368 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -5184620.000000 Penalty: 12575.479492
	Iteration 20F: 3 clusters Score -5184620 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5184836.500000 Penalty: 12575.479492
	Iteration 21Q: 3 clusters Score -5184836 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5185049.500000 Penalty: 12575.479492
	Iteration 22Q: 3 clusters Score -5185050 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -5185204.000000 Penalty: 12575.479492
	Iteration 23Q: 3 clusters Score -5185204 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -5185314.000000 Penalty: 12575.479492
	Iteration 24Q: 3 clusters Score -5185314 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5185395.000000 Penalty: 12575.479492
	Iteration 25Q: 3 clusters Score -5185395 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5185495.500000 Penalty: 12575.479492
	Iteration 26Q: 3 clusters Score -5185496 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5185575.500000 Penalty: 12575.479492
	Iteration 27Q: 3 clusters Score -5185576 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -5185620.000000 Penalty: 12575.479492
	Iteration 28Q: 3 clusters Score -5185620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5185694.000000 Penalty: 12575.479492
	Iteration 29Q: 3 clusters Score -5185694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5185768.000000 Penalty: 12575.479492
	Iteration 30Q: 3 clusters Score -5185768 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5185831.000000 Penalty: 12575.479492
	Iteration 31Q: 3 clusters Score -5185831 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5185895.000000 Penalty: 12575.479492
	Iteration 32Q: 3 clusters Score -5185895 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -5185976.000000 Penalty: 12575.479492
	Iteration 33Q: 3 clusters Score -5185976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5186041.500000 Penalty: 12575.479492
	Iteration 34Q: 3 clusters Score -5186042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5186119.500000 Penalty: 12575.479492
	Iteration 35Q: 3 clusters Score -5186120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -5186164.000000 Penalty: 12575.479492
	Iteration 36Q: 3 clusters Score -5186164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5186232.000000 Penalty: 12575.479492
	Iteration 37Q: 3 clusters Score -5186232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -5186277.500000 Penalty: 12575.479492
	Iteration 38Q: 3 clusters Score -5186278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5186323.500000 Penalty: 12575.479492
	Iteration 39Q: 3 clusters Score -5186324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -5186351.000000 Penalty: 12575.479492
	Iteration 40F: 3 clusters Score -5186351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5186393.500000 Penalty: 12575.479492
	Iteration 41Q: 3 clusters Score -5186394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5186415.000000 Penalty: 12575.479492
	Iteration 42Q: 3 clusters Score -5186415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5186440.500000 Penalty: 12575.479492
	Iteration 43Q: 3 clusters Score -5186440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5186448.000000 Penalty: 12575.479492
	Iteration 44Q: 3 clusters Score -5186448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5186473.000000 Penalty: 12575.479492
	Iteration 45Q: 3 clusters Score -5186473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -5186467.000000 Penalty: 12575.479492
	Iteration 46Q: 3 clusters Score -5186467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5186490.500000 Penalty: 12575.479492
	Iteration 47Q: 3 clusters Score -5186490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5186481.500000 Penalty: 12575.479492
	Iteration 48Q: 3 clusters Score -5186482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5186500.500000 Penalty: 12575.479492
	Iteration 49Q: 3 clusters Score -5186500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5186506.500000 Penalty: 12575.479492
	Iteration 50Q: 3 clusters Score -5186506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5186504.000000 Penalty: 12575.479492
	Iteration 51Q: 3 clusters Score -5186504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5186512.500000 Penalty: 12575.479492
	Iteration 52Q: 3 clusters Score -5186512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5186518.000000 Penalty: 12575.479492
	Iteration 53Q: 3 clusters Score -5186518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5186531.500000 Penalty: 12575.479492
	Iteration 54Q: 3 clusters Score -5186532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5186532.000000 Penalty: 12575.479492
	Iteration 55Q: 3 clusters Score -5186532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5186548.000000 Penalty: 12575.479492
	Iteration 56Q: 3 clusters Score -5186548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5186550.000000 Penalty: 12575.479492
	Iteration 57Q: 3 clusters Score -5186550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5186542.000000 Penalty: 12575.479492
	Iteration 58Q: 3 clusters Score -5186542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5186555.000000 Penalty: 12575.479492
	Iteration 59Q: 3 clusters Score -5186555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5186563.500000 Penalty: 12575.479492
	Iteration 60F: 3 clusters Score -5186564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5186575.500000 Penalty: 12575.479492
	Iteration 61Q: 3 clusters Score -5186576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -5186573.500000 Penalty: 12575.479492
	Iteration 62Q: 3 clusters Score -5186574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5186581.500000 Penalty: 12575.479492
	Iteration 63Q: 3 clusters Score -5186582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5186594.000000 Penalty: 12575.479492
	Iteration 64Q: 3 clusters Score -5186594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5186608.500000 Penalty: 12575.479492
	Iteration 65Q: 3 clusters Score -5186608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -5186624.000000 Penalty: 12575.479492
	Iteration 66Q: 3 clusters Score -5186624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5186640.500000 Penalty: 12575.479492
	Iteration 67Q: 3 clusters Score -5186640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5186639.000000 Penalty: 12575.479492
	Iteration 68Q: 3 clusters Score -5186639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5186659.000000 Penalty: 12575.479492
	Iteration 69Q: 3 clusters Score -5186659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5186662.000000 Penalty: 12575.479492
	Iteration 70Q: 3 clusters Score -5186662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -5186665.000000 Penalty: 12575.479492
	Iteration 71Q: 3 clusters Score -5186665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5186668.000000 Penalty: 12575.479492
	Iteration 72Q: 3 clusters Score -5186668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -5186676.000000 Penalty: 12575.479492
	Iteration 73Q: 3 clusters Score -5186676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5186694.000000 Penalty: 12575.479492
	Iteration 74Q: 3 clusters Score -5186694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5186693.500000 Penalty: 12575.479492
	Iteration 75Q: 3 clusters Score -5186694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5186697.000000 Penalty: 12575.479492
	Iteration 76Q: 3 clusters Score -5186697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5186698.000000 Penalty: 12575.479492
	Iteration 77Q: 3 clusters Score -5186698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -5186691.000000 Penalty: 12575.479492
	Iteration 78Q: 3 clusters Score -5186691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5186694.500000 Penalty: 12575.479492
	Iteration 79Q: 3 clusters Score -5186694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -5186692.000000 Penalty: 12575.479492
	Iteration 80F: 3 clusters Score -5186692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5186689.500000 Penalty: 12575.479492
	Iteration 81Q: 3 clusters Score -5186690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -5186691.500000 Penalty: 12575.479492
	Iteration 82Q: 3 clusters Score -5186692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5186689.000000 Penalty: 12575.479492
	Iteration 83Q: 3 clusters Score -5186689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5186691.000000 Penalty: 12575.479492
	Iteration 84Q: 3 clusters Score -5186691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5186693.000000 Penalty: 12575.479492
	Iteration 85Q: 3 clusters Score -5186693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5186693.000000 Penalty: 12575.479492
	Iteration 86F: 3 clusters Score -5186693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Entering Unmasked Estep 
Score: -6201604.000000 Penalty: 6397.311523
	Iteration 0F: 2 clusters Score -6201604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -6175827.000000 Penalty: 12794.623047
	Iteration 0F: 3 clusters Score -6175827 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6183519.000000 Penalty: 12794.623047
	Iteration 1F: 3 clusters Score -6183519 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -6184262.000000 Penalty: 12794.623047
	Iteration 2F: 3 clusters Score -6184262 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -6184744.500000 Penalty: 12794.623047
	Iteration 3Q: 3 clusters Score -6184744 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -6185165.000000 Penalty: 12794.623047
	Iteration 4Q: 3 clusters Score -6185165 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6185577.500000 Penalty: 12794.623047
	Iteration 5Q: 3 clusters Score -6185578 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6185938.500000 Penalty: 12794.623047
	Iteration 6Q: 3 clusters Score -6185938 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -6186341.000000 Penalty: 12794.623047
	Iteration 7Q: 3 clusters Score -6186341 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6186779.000000 Penalty: 12794.623047
	Iteration 8Q: 3 clusters Score -6186779 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6187237.000000 Penalty: 12794.623047
	Iteration 9Q: 3 clusters Score -6187237 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -6187840.500000 Penalty: 12794.623047
	Iteration 10Q: 3 clusters Score -6187840 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6188571.500000 Penalty: 12794.623047
	Iteration 11Q: 3 clusters Score -6188572 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -6189387.500000 Penalty: 12794.623047
	Iteration 12Q: 3 clusters Score -6189388 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6190365.000000 Penalty: 12794.623047
	Iteration 13Q: 3 clusters Score -6190365 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -6191376.500000 Penalty: 12794.623047
	Iteration 14Q: 3 clusters Score -6191376 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -6192357.500000 Penalty: 12794.623047
	Iteration 15Q: 3 clusters Score -6192358 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6193271.500000 Penalty: 12794.623047
	Iteration 16Q: 3 clusters Score -6193272 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6194048.000000 Penalty: 12794.623047
	Iteration 17Q: 3 clusters Score -6194048 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6194663.000000 Penalty: 12794.623047
	Iteration 18Q: 3 clusters Score -6194663 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -6195132.000000 Penalty: 12794.623047
	Iteration 19Q: 3 clusters Score -6195132 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -6195510.500000 Penalty: 12794.623047
	Iteration 20F: 3 clusters Score -6195510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -6195741.500000 Penalty: 12794.623047
	Iteration 21Q: 3 clusters Score -6195742 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6195899.500000 Penalty: 12794.623047
	Iteration 22Q: 3 clusters Score -6195900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -6196003.000000 Penalty: 12794.623047
	Iteration 23Q: 3 clusters Score -6196003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -6196092.500000 Penalty: 12794.623047
	Iteration 24Q: 3 clusters Score -6196092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6196176.500000 Penalty: 12794.623047
	Iteration 25Q: 3 clusters Score -6196176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -6196221.500000 Penalty: 12794.623047
	Iteration 26Q: 3 clusters Score -6196222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -6196255.500000 Penalty: 12794.623047
	Iteration 27Q: 3 clusters Score -6196256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6196290.500000 Penalty: 12794.623047
	Iteration 28Q: 3 clusters Score -6196290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -6196325.000000 Penalty: 12794.623047
	Iteration 29Q: 3 clusters Score -6196325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6196345.500000 Penalty: 12794.623047
	Iteration 30Q: 3 clusters Score -6196346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -6196383.000000 Penalty: 12794.623047
	Iteration 31Q: 3 clusters Score -6196383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -6196415.000000 Penalty: 12794.623047
	Iteration 32Q: 3 clusters Score -6196415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -6196417.000000 Penalty: 12794.623047
	Iteration 33Q: 3 clusters Score -6196417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -6196441.500000 Penalty: 12794.623047
	Iteration 34Q: 3 clusters Score -6196442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -6196445.500000 Penalty: 12794.623047
	Iteration 35Q: 3 clusters Score -6196446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -6196450.500000 Penalty: 12794.623047
	Iteration 36Q: 3 clusters Score -6196450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6196454.500000 Penalty: 12794.623047
	Iteration 37Q: 3 clusters Score -6196454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -6196456.500000 Penalty: 12794.623047
	Iteration 38Q: 3 clusters Score -6196456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -6196461.500000 Penalty: 12794.623047
	Iteration 39Q: 3 clusters Score -6196462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -6196461.000000 Penalty: 12794.623047
	Iteration 40F: 3 clusters Score -6196461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -6196460.500000 Penalty: 12794.623047
	Iteration 41Q: 3 clusters Score -6196460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -6196465.000000 Penalty: 12794.623047
	Iteration 42Q: 3 clusters Score -6196465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -6196469.500000 Penalty: 12794.623047
	Iteration 43Q: 3 clusters Score -6196470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -6196468.500000 Penalty: 12794.623047
	Iteration 44Q: 3 clusters Score -6196468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -6196475.500000 Penalty: 12794.623047
	Iteration 45Q: 3 clusters Score -6196476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6196481.500000 Penalty: 12794.623047
	Iteration 46Q: 3 clusters Score -6196482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -6196485.000000 Penalty: 12794.623047
	Iteration 47Q: 3 clusters Score -6196485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6196493.500000 Penalty: 12794.623047
	Iteration 48Q: 3 clusters Score -6196494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6196489.500000 Penalty: 12794.623047
	Iteration 49Q: 3 clusters Score -6196490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6196497.000000 Penalty: 12794.623047
	Iteration 50Q: 3 clusters Score -6196497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6196501.000000 Penalty: 12794.623047
	Iteration 51Q: 3 clusters Score -6196501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6196505.500000 Penalty: 12794.623047
	Iteration 52Q: 3 clusters Score -6196506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6196513.000000 Penalty: 12794.623047
	Iteration 53Q: 3 clusters Score -6196513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -6196509.000000 Penalty: 12794.623047
	Iteration 54Q: 3 clusters Score -6196509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -6196520.000000 Penalty: 12794.623047
	Iteration 55Q: 3 clusters Score -6196520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -6196518.000000 Penalty: 12794.623047
	Iteration 56Q: 3 clusters Score -6196518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -6196518.000000 Penalty: 12794.623047
	Iteration 57Q: 3 clusters Score -6196518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6196524.000000 Penalty: 12794.623047
	Iteration 58Q: 3 clusters Score -6196524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -6196531.000000 Penalty: 12794.623047
	Iteration 59Q: 3 clusters Score -6196531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -6196532.500000 Penalty: 12794.623047
	Iteration 60F: 3 clusters Score -6196532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6196531.500000 Penalty: 12794.623047
	Iteration 61Q: 3 clusters Score -6196532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6196532.500000 Penalty: 12794.623047
	Iteration 62Q: 3 clusters Score -6196532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6196534.500000 Penalty: 12794.623047
	Iteration 63Q: 3 clusters Score -6196534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6196532.500000 Penalty: 12794.623047
	Iteration 64Q: 3 clusters Score -6196532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -6196529.000000 Penalty: 12794.623047
	Iteration 65Q: 3 clusters Score -6196529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -6196535.500000 Penalty: 12794.623047
	Iteration 66Q: 3 clusters Score -6196536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -6196547.000000 Penalty: 12794.623047
	Iteration 67Q: 3 clusters Score -6196547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -6196546.000000 Penalty: 12794.623047
	Iteration 68Q: 3 clusters Score -6196546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6196541.000000 Penalty: 12794.623047
	Iteration 69Q: 3 clusters Score -6196541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -6196537.000000 Penalty: 12794.623047
	Iteration 70Q: 3 clusters Score -6196537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -6196534.500000 Penalty: 12794.623047
	Iteration 71Q: 3 clusters Score -6196534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -6196536.000000 Penalty: 12794.623047
	Iteration 72Q: 3 clusters Score -6196536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -6196533.500000 Penalty: 12794.623047
	Iteration 73Q: 3 clusters Score -6196534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -6196536.500000 Penalty: 12794.623047
	Iteration 74Q: 3 clusters Score -6196536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -6196537.500000 Penalty: 12794.623047
	Iteration 75Q: 3 clusters Score -6196538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -6196539.000000 Penalty: 12794.623047
	Iteration 76Q: 3 clusters Score -6196539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -6196536.500000 Penalty: 12794.623047
	Iteration 77Q: 3 clusters Score -6196536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -6196546.500000 Penalty: 12794.623047
	Iteration 78Q: 3 clusters Score -6196546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6196541.500000 Penalty: 12794.623047
	Iteration 79Q: 3 clusters Score -6196542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6196541.500000 Penalty: 12794.623047
	Iteration 80F: 3 clusters Score -6196542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Entering Unmasked Estep 
Score: -1294496.000000 Penalty: 5451.335449
	Iteration 0F: 2 clusters Score -1294496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1285991.750000 Penalty: 10902.670898
	Iteration 0F: 3 clusters Score -1285992 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1287541.500000 Penalty: 10902.670898
	Iteration 1F: 3 clusters Score -1287542 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1287906.125000 Penalty: 10902.670898
	Iteration 2F: 3 clusters Score -1287906 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1288120.125000 Penalty: 10902.670898
	Iteration 3Q: 3 clusters Score -1288120 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1288323.000000 Penalty: 10902.670898
	Iteration 4Q: 3 clusters Score -1288323 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1288519.500000 Penalty: 10902.670898
	Iteration 5Q: 3 clusters Score -1288520 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1288722.375000 Penalty: 10902.670898
	Iteration 6Q: 3 clusters Score -1288722 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1288998.500000 Penalty: 10902.670898
	Iteration 7Q: 3 clusters Score -1288998 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1289380.500000 Penalty: 10902.670898
	Iteration 8Q: 3 clusters Score -1289380 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1289789.875000 Penalty: 10902.670898
	Iteration 9Q: 3 clusters Score -1289790 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1290207.625000 Penalty: 10902.670898
	Iteration 10F: 3 clusters Score -1290208 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1290542.250000 Penalty: 10902.670898
	Iteration 11Q: 3 clusters Score -1290542 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1290780.375000 Penalty: 10902.670898
	Iteration 12Q: 3 clusters Score -1290780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1290948.750000 Penalty: 10902.670898
	Iteration 13Q: 3 clusters Score -1290949 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1291069.000000 Penalty: 10902.670898
	Iteration 14Q: 3 clusters Score -1291069 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1291173.875000 Penalty: 10902.670898
	Iteration 15Q: 3 clusters Score -1291174 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1291265.375000 Penalty: 10902.670898
	Iteration 16Q: 3 clusters Score -1291265 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1291344.000000 Penalty: 10902.670898
	Iteration 17Q: 3 clusters Score -1291344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1291397.000000 Penalty: 10902.670898
	Iteration 18Q: 3 clusters Score -1291397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1291459.500000 Penalty: 10902.670898
	Iteration 19Q: 3 clusters Score -1291460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1291508.500000 Penalty: 10902.670898
	Iteration 20F: 3 clusters Score -1291508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1291541.500000 Penalty: 10902.670898
	Iteration 21Q: 3 clusters Score -1291542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1291564.375000 Penalty: 10902.670898
	Iteration 22Q: 3 clusters Score -1291564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1291590.375000 Penalty: 10902.670898
	Iteration 23Q: 3 clusters Score -1291590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1291606.625000 Penalty: 10902.670898
	Iteration 24Q: 3 clusters Score -1291607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1291619.875000 Penalty: 10902.670898
	Iteration 25Q: 3 clusters Score -1291620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1291636.125000 Penalty: 10902.670898
	Iteration 26Q: 3 clusters Score -1291636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1291642.375000 Penalty: 10902.670898
	Iteration 27Q: 3 clusters Score -1291642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1291647.625000 Penalty: 10902.670898
	Iteration 28Q: 3 clusters Score -1291648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1291651.625000 Penalty: 10902.670898
	Iteration 29Q: 3 clusters Score -1291652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1291653.375000 Penalty: 10902.670898
	Iteration 30Q: 3 clusters Score -1291653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1291658.125000 Penalty: 10902.670898
	Iteration 31Q: 3 clusters Score -1291658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1291658.875000 Penalty: 10902.670898
	Iteration 32Q: 3 clusters Score -1291659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1291662.500000 Penalty: 10902.670898
	Iteration 33Q: 3 clusters Score -1291662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1291661.250000 Penalty: 10902.670898
	Iteration 34Q: 3 clusters Score -1291661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1291667.750000 Penalty: 10902.670898
	Iteration 35Q: 3 clusters Score -1291668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1291667.125000 Penalty: 10902.670898
	Iteration 36Q: 3 clusters Score -1291667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1291667.875000 Penalty: 10902.670898
	Iteration 37Q: 3 clusters Score -1291668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1291667.250000 Penalty: 10902.670898
	Iteration 38Q: 3 clusters Score -1291667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1291670.250000 Penalty: 10902.670898
	Iteration 39Q: 3 clusters Score -1291670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1291670.250000 Penalty: 10902.670898
	Iteration 40F: 3 clusters Score -1291670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -1269818.000000 Penalty: 5451.001465
	Iteration 0F: 2 clusters Score -1269818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1261352.875000 Penalty: 10902.002930
	Iteration 0F: 3 clusters Score -1261353 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1263011.500000 Penalty: 10902.002930
	Iteration 1F: 3 clusters Score -1263012 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1263509.625000 Penalty: 10902.002930
	Iteration 2F: 3 clusters Score -1263510 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1263821.500000 Penalty: 10902.002930
	Iteration 3F: 3 clusters Score -1263822 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1264035.750000 Penalty: 10902.002930
	Iteration 4Q: 3 clusters Score -1264036 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1264183.250000 Penalty: 10902.002930
	Iteration 5Q: 3 clusters Score -1264183 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1264304.375000 Penalty: 10902.002930
	Iteration 6Q: 3 clusters Score -1264304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1264411.500000 Penalty: 10902.002930
	Iteration 7Q: 3 clusters Score -1264412 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1264508.875000 Penalty: 10902.002930
	Iteration 8Q: 3 clusters Score -1264509 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1264595.500000 Penalty: 10902.002930
	Iteration 9Q: 3 clusters Score -1264596 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1264670.875000 Penalty: 10902.002930
	Iteration 10Q: 3 clusters Score -1264671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1264751.875000 Penalty: 10902.002930
	Iteration 11Q: 3 clusters Score -1264752 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1264823.625000 Penalty: 10902.002930
	Iteration 12Q: 3 clusters Score -1264824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1264889.000000 Penalty: 10902.002930
	Iteration 13Q: 3 clusters Score -1264889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1264948.750000 Penalty: 10902.002930
	Iteration 14Q: 3 clusters Score -1264949 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1265005.375000 Penalty: 10902.002930
	Iteration 15Q: 3 clusters Score -1265005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1265059.375000 Penalty: 10902.002930
	Iteration 16Q: 3 clusters Score -1265059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1265109.125000 Penalty: 10902.002930
	Iteration 17Q: 3 clusters Score -1265109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1265168.500000 Penalty: 10902.002930
	Iteration 18Q: 3 clusters Score -1265168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1265228.125000 Penalty: 10902.002930
	Iteration 19Q: 3 clusters Score -1265228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1265291.875000 Penalty: 10902.002930
	Iteration 20F: 3 clusters Score -1265292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1265354.625000 Penalty: 10902.002930
	Iteration 21Q: 3 clusters Score -1265355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1265419.750000 Penalty: 10902.002930
	Iteration 22Q: 3 clusters Score -1265420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1265472.125000 Penalty: 10902.002930
	Iteration 23Q: 3 clusters Score -1265472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1265526.750000 Penalty: 10902.002930
	Iteration 24Q: 3 clusters Score -1265527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1265605.625000 Penalty: 10902.002930
	Iteration 25Q: 3 clusters Score -1265606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1265689.375000 Penalty: 10902.002930
	Iteration 26Q: 3 clusters Score -1265689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1265765.875000 Penalty: 10902.002930
	Iteration 27Q: 3 clusters Score -1265766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1265837.875000 Penalty: 10902.002930
	Iteration 28Q: 3 clusters Score -1265838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1265884.625000 Penalty: 10902.002930
	Iteration 29Q: 3 clusters Score -1265885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1265918.500000 Penalty: 10902.002930
	Iteration 30Q: 3 clusters Score -1265918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1265956.625000 Penalty: 10902.002930
	Iteration 31Q: 3 clusters Score -1265957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1265987.625000 Penalty: 10902.002930
	Iteration 32Q: 3 clusters Score -1265988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1266019.000000 Penalty: 10902.002930
	Iteration 33Q: 3 clusters Score -1266019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1266048.875000 Penalty: 10902.002930
	Iteration 34Q: 3 clusters Score -1266049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1266071.125000 Penalty: 10902.002930
	Iteration 35Q: 3 clusters Score -1266071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1266086.000000 Penalty: 10902.002930
	Iteration 36Q: 3 clusters Score -1266086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1266103.125000 Penalty: 10902.002930
	Iteration 37Q: 3 clusters Score -1266103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1266112.625000 Penalty: 10902.002930
	Iteration 38Q: 3 clusters Score -1266113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1266129.125000 Penalty: 10902.002930
	Iteration 39Q: 3 clusters Score -1266129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1266143.625000 Penalty: 10902.002930
	Iteration 40F: 3 clusters Score -1266144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1266146.625000 Penalty: 10902.002930
	Iteration 41Q: 3 clusters Score -1266147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1266151.625000 Penalty: 10902.002930
	Iteration 42Q: 3 clusters Score -1266152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1266161.375000 Penalty: 10902.002930
	Iteration 43Q: 3 clusters Score -1266161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1266174.625000 Penalty: 10902.002930
	Iteration 44Q: 3 clusters Score -1266175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1266186.250000 Penalty: 10902.002930
	Iteration 45Q: 3 clusters Score -1266186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1266195.375000 Penalty: 10902.002930
	Iteration 46Q: 3 clusters Score -1266195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1266200.500000 Penalty: 10902.002930
	Iteration 47Q: 3 clusters Score -1266200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1266205.000000 Penalty: 10902.002930
	Iteration 48Q: 3 clusters Score -1266205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1266206.250000 Penalty: 10902.002930
	Iteration 49Q: 3 clusters Score -1266206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1266209.000000 Penalty: 10902.002930
	Iteration 50Q: 3 clusters Score -1266209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1266213.000000 Penalty: 10902.002930
	Iteration 51Q: 3 clusters Score -1266213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1266214.750000 Penalty: 10902.002930
	Iteration 52Q: 3 clusters Score -1266215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1266217.875000 Penalty: 10902.002930
	Iteration 53Q: 3 clusters Score -1266218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1266219.625000 Penalty: 10902.002930
	Iteration 54Q: 3 clusters Score -1266220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1266221.625000 Penalty: 10902.002930
	Iteration 55Q: 3 clusters Score -1266222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1266219.000000 Penalty: 10902.002930
	Iteration 56Q: 3 clusters Score -1266219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1266220.500000 Penalty: 10902.002930
	Iteration 57Q: 3 clusters Score -1266220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1266222.875000 Penalty: 10902.002930
	Iteration 58Q: 3 clusters Score -1266223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1266224.875000 Penalty: 10902.002930
	Iteration 59Q: 3 clusters Score -1266225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1266224.875000 Penalty: 10902.002930
	Iteration 60F: 3 clusters Score -1266225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Entering Unmasked Estep 
Score: -3769921.000000 Penalty: 6126.708496
	Iteration 0F: 2 clusters Score -3769921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3752101.500000 Penalty: 12253.416992
	Iteration 0F: 3 clusters Score -3752102 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3757154.000000 Penalty: 12253.416992
	Iteration 1F: 3 clusters Score -3757154 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3758000.250000 Penalty: 12253.416992
	Iteration 2F: 3 clusters Score -3758000 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3758683.750000 Penalty: 12253.416992
	Iteration 3F: 3 clusters Score -3758684 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3759344.000000 Penalty: 12253.416992
	Iteration 4Q: 3 clusters Score -3759344 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3760073.750000 Penalty: 12253.416992
	Iteration 5Q: 3 clusters Score -3760074 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3760737.250000 Penalty: 12253.416992
	Iteration 6Q: 3 clusters Score -3760737 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3761322.000000 Penalty: 12253.416992
	Iteration 7Q: 3 clusters Score -3761322 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3761803.750000 Penalty: 12253.416992
	Iteration 8Q: 3 clusters Score -3761804 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3762246.000000 Penalty: 12253.416992
	Iteration 9Q: 3 clusters Score -3762246 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3762660.500000 Penalty: 12253.416992
	Iteration 10Q: 3 clusters Score -3762660 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3763104.750000 Penalty: 12253.416992
	Iteration 11Q: 3 clusters Score -3763105 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3763626.750000 Penalty: 12253.416992
	Iteration 12Q: 3 clusters Score -3763627 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3764151.750000 Penalty: 12253.416992
	Iteration 13Q: 3 clusters Score -3764152 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3764630.750000 Penalty: 12253.416992
	Iteration 14Q: 3 clusters Score -3764631 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3764925.750000 Penalty: 12253.416992
	Iteration 15Q: 3 clusters Score -3764926 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -3765115.750000 Penalty: 12253.416992
	Iteration 16Q: 3 clusters Score -3765116 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3765244.750000 Penalty: 12253.416992
	Iteration 17Q: 3 clusters Score -3765245 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3765316.500000 Penalty: 12253.416992
	Iteration 18Q: 3 clusters Score -3765316 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3765378.000000 Penalty: 12253.416992
	Iteration 19Q: 3 clusters Score -3765378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3765426.750000 Penalty: 12253.416992
	Iteration 20F: 3 clusters Score -3765427 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3765472.250000 Penalty: 12253.416992
	Iteration 21Q: 3 clusters Score -3765472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3765493.500000 Penalty: 12253.416992
	Iteration 22Q: 3 clusters Score -3765494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3765519.750000 Penalty: 12253.416992
	Iteration 23Q: 3 clusters Score -3765520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3765543.250000 Penalty: 12253.416992
	Iteration 24Q: 3 clusters Score -3765543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3765573.500000 Penalty: 12253.416992
	Iteration 25Q: 3 clusters Score -3765574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3765586.000000 Penalty: 12253.416992
	Iteration 26Q: 3 clusters Score -3765586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3765600.750000 Penalty: 12253.416992
	Iteration 27Q: 3 clusters Score -3765601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3765608.500000 Penalty: 12253.416992
	Iteration 28Q: 3 clusters Score -3765608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3765611.250000 Penalty: 12253.416992
	Iteration 29Q: 3 clusters Score -3765611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3765625.500000 Penalty: 12253.416992
	Iteration 30Q: 3 clusters Score -3765626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3765633.250000 Penalty: 12253.416992
	Iteration 31Q: 3 clusters Score -3765633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3765642.500000 Penalty: 12253.416992
	Iteration 32Q: 3 clusters Score -3765642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3765653.250000 Penalty: 12253.416992
	Iteration 33Q: 3 clusters Score -3765653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3765674.500000 Penalty: 12253.416992
	Iteration 34Q: 3 clusters Score -3765674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3765671.250000 Penalty: 12253.416992
	Iteration 35Q: 3 clusters Score -3765671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3765666.750000 Penalty: 12253.416992
	Iteration 36Q: 3 clusters Score -3765667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3765684.500000 Penalty: 12253.416992
	Iteration 37Q: 3 clusters Score -3765684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3765681.750000 Penalty: 12253.416992
	Iteration 38Q: 3 clusters Score -3765682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3765684.500000 Penalty: 12253.416992
	Iteration 39Q: 3 clusters Score -3765684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3765686.750000 Penalty: 12253.416992
	Iteration 40F: 3 clusters Score -3765687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3765683.000000 Penalty: 12253.416992
	Iteration 41Q: 3 clusters Score -3765683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3765689.750000 Penalty: 12253.416992
	Iteration 42Q: 3 clusters Score -3765690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3765699.250000 Penalty: 12253.416992
	Iteration 43Q: 3 clusters Score -3765699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3765699.000000 Penalty: 12253.416992
	Iteration 44Q: 3 clusters Score -3765699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3765701.250000 Penalty: 12253.416992
	Iteration 45Q: 3 clusters Score -3765701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3765697.500000 Penalty: 12253.416992
	Iteration 46Q: 3 clusters Score -3765698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3765707.500000 Penalty: 12253.416992
	Iteration 47Q: 3 clusters Score -3765708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3765708.750000 Penalty: 12253.416992
	Iteration 48Q: 3 clusters Score -3765709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3765714.000000 Penalty: 12253.416992
	Iteration 49Q: 3 clusters Score -3765714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3765707.500000 Penalty: 12253.416992
	Iteration 50Q: 3 clusters Score -3765708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3765710.000000 Penalty: 12253.416992
	Iteration 51Q: 3 clusters Score -3765710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3765710.000000 Penalty: 12253.416992
	Iteration 52F: 3 clusters Score -3765710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Entering Unmasked Estep 
Score: -7272333.500000 Penalty: 6506.756836
	Iteration 0F: 2 clusters Score -7272334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -7242564.500000 Penalty: 13013.513672
	Iteration 0F: 3 clusters Score -7242564 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7252244.000000 Penalty: 13013.513672
	Iteration 1F: 3 clusters Score -7252244 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -7253482.500000 Penalty: 13013.513672
	Iteration 2F: 3 clusters Score -7253482 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -7254681.500000 Penalty: 13013.513672
	Iteration 3F: 3 clusters Score -7254682 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -7256211.500000 Penalty: 13013.513672
	Iteration 4F: 3 clusters Score -7256212 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -7257995.500000 Penalty: 13013.513672
	Iteration 5F: 3 clusters Score -7257996 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -7260146.000000 Penalty: 13013.513672
	Iteration 6F: 3 clusters Score -7260146 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -7262233.500000 Penalty: 13013.513672
	Iteration 7F: 3 clusters Score -7262234 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7263825.500000 Penalty: 13013.513672
	Iteration 8F: 3 clusters Score -7263826 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7264786.000000 Penalty: 13013.513672
	Iteration 9Q: 3 clusters Score -7264786 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -7265430.500000 Penalty: 13013.513672
	Iteration 10Q: 3 clusters Score -7265430 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -7265885.500000 Penalty: 13013.513672
	Iteration 11Q: 3 clusters Score -7265886 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7266203.000000 Penalty: 13013.513672
	Iteration 12Q: 3 clusters Score -7266203 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -7266435.500000 Penalty: 13013.513672
	Iteration 13Q: 3 clusters Score -7266436 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7266659.000000 Penalty: 13013.513672
	Iteration 14Q: 3 clusters Score -7266659 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -7266945.500000 Penalty: 13013.513672
	Iteration 15Q: 3 clusters Score -7266946 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7267154.500000 Penalty: 13013.513672
	Iteration 16Q: 3 clusters Score -7267154 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7267393.500000 Penalty: 13013.513672
	Iteration 17Q: 3 clusters Score -7267394 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -7267625.500000 Penalty: 13013.513672
	Iteration 18Q: 3 clusters Score -7267626 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7267814.000000 Penalty: 13013.513672
	Iteration 19Q: 3 clusters Score -7267814 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -7267980.000000 Penalty: 13013.513672
	Iteration 20F: 3 clusters Score -7267980 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -7268108.000000 Penalty: 13013.513672
	Iteration 21Q: 3 clusters Score -7268108 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -7268203.500000 Penalty: 13013.513672
	Iteration 22Q: 3 clusters Score -7268204 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7268283.000000 Penalty: 13013.513672
	Iteration 23Q: 3 clusters Score -7268283 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -7268360.000000 Penalty: 13013.513672
	Iteration 24Q: 3 clusters Score -7268360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -7268423.500000 Penalty: 13013.513672
	Iteration 25Q: 3 clusters Score -7268424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7268465.500000 Penalty: 13013.513672
	Iteration 26Q: 3 clusters Score -7268466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -7268489.000000 Penalty: 13013.513672
	Iteration 27Q: 3 clusters Score -7268489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7268501.000000 Penalty: 13013.513672
	Iteration 28Q: 3 clusters Score -7268501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -7268503.000000 Penalty: 13013.513672
	Iteration 29Q: 3 clusters Score -7268503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7268517.000000 Penalty: 13013.513672
	Iteration 30Q: 3 clusters Score -7268517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7268530.000000 Penalty: 13013.513672
	Iteration 31Q: 3 clusters Score -7268530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7268525.000000 Penalty: 13013.513672
	Iteration 32Q: 3 clusters Score -7268525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7268540.500000 Penalty: 13013.513672
	Iteration 33Q: 3 clusters Score -7268540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7268556.000000 Penalty: 13013.513672
	Iteration 34Q: 3 clusters Score -7268556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7268560.500000 Penalty: 13013.513672
	Iteration 35Q: 3 clusters Score -7268560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7268559.000000 Penalty: 13013.513672
	Iteration 36Q: 3 clusters Score -7268559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -7268563.000000 Penalty: 13013.513672
	Iteration 37Q: 3 clusters Score -7268563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7268563.000000 Penalty: 13013.513672
	Iteration 38Q: 3 clusters Score -7268563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -7268566.000000 Penalty: 13013.513672
	Iteration 39Q: 3 clusters Score -7268566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -7268563.000000 Penalty: 13013.513672
	Iteration 40F: 3 clusters Score -7268563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7268565.500000 Penalty: 13013.513672
	Iteration 41Q: 3 clusters Score -7268566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7268574.000000 Penalty: 13013.513672
	Iteration 42Q: 3 clusters Score -7268574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7268577.500000 Penalty: 13013.513672
	Iteration 43Q: 3 clusters Score -7268578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7268580.000000 Penalty: 13013.513672
	Iteration 44Q: 3 clusters Score -7268580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7268588.000000 Penalty: 13013.513672
	Iteration 45Q: 3 clusters Score -7268588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7268584.000000 Penalty: 13013.513672
	Iteration 46Q: 3 clusters Score -7268584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7268591.500000 Penalty: 13013.513672
	Iteration 47Q: 3 clusters Score -7268592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -7268590.000000 Penalty: 13013.513672
	Iteration 48Q: 3 clusters Score -7268590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -7268598.000000 Penalty: 13013.513672
	Iteration 49Q: 3 clusters Score -7268598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -7268597.000000 Penalty: 13013.513672
	Iteration 50Q: 3 clusters Score -7268597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -7268608.500000 Penalty: 13013.513672
	Iteration 51Q: 3 clusters Score -7268608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7268613.000000 Penalty: 13013.513672
	Iteration 52Q: 3 clusters Score -7268613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7268610.500000 Penalty: 13013.513672
	Iteration 53Q: 3 clusters Score -7268610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7268605.000000 Penalty: 13013.513672
	Iteration 54Q: 3 clusters Score -7268605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7268605.000000 Penalty: 13013.513672
	Iteration 55F: 3 clusters Score -7268605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Entering Unmasked Estep 
Score: -3244821.000000 Penalty: 6039.541504
	Iteration 0F: 2 clusters Score -3244821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3228833.250000 Penalty: 12079.083008
	Iteration 0F: 3 clusters Score -3228833 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3233236.250000 Penalty: 12079.083008
	Iteration 1F: 3 clusters Score -3233236 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3234242.000000 Penalty: 12079.083008
	Iteration 2F: 3 clusters Score -3234242 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3235106.000000 Penalty: 12079.083008
	Iteration 3F: 3 clusters Score -3235106 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3235883.250000 Penalty: 12079.083008
	Iteration 4F: 3 clusters Score -3235883 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3236637.000000 Penalty: 12079.083008
	Iteration 5F: 3 clusters Score -3236637 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3237375.750000 Penalty: 12079.083008
	Iteration 6F: 3 clusters Score -3237376 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3238093.500000 Penalty: 12079.083008
	Iteration 7F: 3 clusters Score -3238094 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3238706.000000 Penalty: 12079.083008
	Iteration 8Q: 3 clusters Score -3238706 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3239153.000000 Penalty: 12079.083008
	Iteration 9Q: 3 clusters Score -3239153 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3239483.250000 Penalty: 12079.083008
	Iteration 10Q: 3 clusters Score -3239483 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3239723.750000 Penalty: 12079.083008
	Iteration 11Q: 3 clusters Score -3239724 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3239907.750000 Penalty: 12079.083008
	Iteration 12Q: 3 clusters Score -3239908 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3240046.750000 Penalty: 12079.083008
	Iteration 13Q: 3 clusters Score -3240047 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3240110.000000 Penalty: 12079.083008
	Iteration 14Q: 3 clusters Score -3240110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3240188.750000 Penalty: 12079.083008
	Iteration 15Q: 3 clusters Score -3240189 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3240236.750000 Penalty: 12079.083008
	Iteration 16Q: 3 clusters Score -3240237 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3240291.750000 Penalty: 12079.083008
	Iteration 17Q: 3 clusters Score -3240292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3240344.750000 Penalty: 12079.083008
	Iteration 18Q: 3 clusters Score -3240345 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3240416.250000 Penalty: 12079.083008
	Iteration 19Q: 3 clusters Score -3240416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3240478.750000 Penalty: 12079.083008
	Iteration 20F: 3 clusters Score -3240479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3240542.750000 Penalty: 12079.083008
	Iteration 21Q: 3 clusters Score -3240543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3240544.250000 Penalty: 12079.083008
	Iteration 22Q: 3 clusters Score -3240544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3240582.500000 Penalty: 12079.083008
	Iteration 23Q: 3 clusters Score -3240582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3240609.000000 Penalty: 12079.083008
	Iteration 24Q: 3 clusters Score -3240609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3240615.500000 Penalty: 12079.083008
	Iteration 25Q: 3 clusters Score -3240616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3240638.750000 Penalty: 12079.083008
	Iteration 26Q: 3 clusters Score -3240639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3240656.750000 Penalty: 12079.083008
	Iteration 27Q: 3 clusters Score -3240657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3240669.250000 Penalty: 12079.083008
	Iteration 28Q: 3 clusters Score -3240669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3240674.500000 Penalty: 12079.083008
	Iteration 29Q: 3 clusters Score -3240674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3240686.500000 Penalty: 12079.083008
	Iteration 30Q: 3 clusters Score -3240686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3240695.000000 Penalty: 12079.083008
	Iteration 31Q: 3 clusters Score -3240695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3240705.500000 Penalty: 12079.083008
	Iteration 32Q: 3 clusters Score -3240706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3240711.750000 Penalty: 12079.083008
	Iteration 33Q: 3 clusters Score -3240712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3240719.500000 Penalty: 12079.083008
	Iteration 34Q: 3 clusters Score -3240720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3240725.250000 Penalty: 12079.083008
	Iteration 35Q: 3 clusters Score -3240725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3240721.250000 Penalty: 12079.083008
	Iteration 36Q: 3 clusters Score -3240721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3240724.750000 Penalty: 12079.083008
	Iteration 37Q: 3 clusters Score -3240725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3240724.000000 Penalty: 12079.083008
	Iteration 38Q: 3 clusters Score -3240724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3240729.500000 Penalty: 12079.083008
	Iteration 39Q: 3 clusters Score -3240730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3240730.750000 Penalty: 12079.083008
	Iteration 40F: 3 clusters Score -3240731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3240730.750000 Penalty: 12079.083008
	Iteration 41Q: 3 clusters Score -3240731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3240733.000000 Penalty: 12079.083008
	Iteration 42Q: 3 clusters Score -3240733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3240734.250000 Penalty: 12079.083008
	Iteration 43Q: 3 clusters Score -3240734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3240732.750000 Penalty: 12079.083008
	Iteration 44Q: 3 clusters Score -3240733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3240737.000000 Penalty: 12079.083008
	Iteration 45Q: 3 clusters Score -3240737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3240735.000000 Penalty: 12079.083008
	Iteration 46Q: 3 clusters Score -3240735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3240735.000000 Penalty: 12079.083008
	Iteration 47F: 3 clusters Score -3240735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Entering Unmasked Estep 
Score: -2701968.500000 Penalty: 5914.958496
	Iteration 0F: 2 clusters Score -2701968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2688275.500000 Penalty: 11829.916992
	Iteration 0F: 3 clusters Score -2688276 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2691709.250000 Penalty: 11829.916992
	Iteration 1F: 3 clusters Score -2691709 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2692340.500000 Penalty: 11829.916992
	Iteration 2F: 3 clusters Score -2692340 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2692690.500000 Penalty: 11829.916992
	Iteration 3Q: 3 clusters Score -2692690 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2692917.500000 Penalty: 11829.916992
	Iteration 4Q: 3 clusters Score -2692918 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2693084.000000 Penalty: 11829.916992
	Iteration 5Q: 3 clusters Score -2693084 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2693231.000000 Penalty: 11829.916992
	Iteration 6Q: 3 clusters Score -2693231 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2693347.500000 Penalty: 11829.916992
	Iteration 7Q: 3 clusters Score -2693348 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2693507.750000 Penalty: 11829.916992
	Iteration 8Q: 3 clusters Score -2693508 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2693665.250000 Penalty: 11829.916992
	Iteration 9Q: 3 clusters Score -2693665 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2693835.250000 Penalty: 11829.916992
	Iteration 10Q: 3 clusters Score -2693835 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2693997.000000 Penalty: 11829.916992
	Iteration 11Q: 3 clusters Score -2693997 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2694155.000000 Penalty: 11829.916992
	Iteration 12Q: 3 clusters Score -2694155 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2694343.750000 Penalty: 11829.916992
	Iteration 13Q: 3 clusters Score -2694344 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2694565.750000 Penalty: 11829.916992
	Iteration 14Q: 3 clusters Score -2694566 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2694791.250000 Penalty: 11829.916992
	Iteration 15Q: 3 clusters Score -2694791 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2695018.000000 Penalty: 11829.916992
	Iteration 16Q: 3 clusters Score -2695018 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2695220.250000 Penalty: 11829.916992
	Iteration 17Q: 3 clusters Score -2695220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2695406.250000 Penalty: 11829.916992
	Iteration 18Q: 3 clusters Score -2695406 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2695574.000000 Penalty: 11829.916992
	Iteration 19Q: 3 clusters Score -2695574 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2695757.750000 Penalty: 11829.916992
	Iteration 20F: 3 clusters Score -2695758 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2695935.000000 Penalty: 11829.916992
	Iteration 21Q: 3 clusters Score -2695935 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2696106.500000 Penalty: 11829.916992
	Iteration 22Q: 3 clusters Score -2696106 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2696263.500000 Penalty: 11829.916992
	Iteration 23Q: 3 clusters Score -2696264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2696401.750000 Penalty: 11829.916992
	Iteration 24Q: 3 clusters Score -2696402 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2696499.500000 Penalty: 11829.916992
	Iteration 25Q: 3 clusters Score -2696500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2696568.750000 Penalty: 11829.916992
	Iteration 26Q: 3 clusters Score -2696569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2696618.500000 Penalty: 11829.916992
	Iteration 27Q: 3 clusters Score -2696618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2696665.250000 Penalty: 11829.916992
	Iteration 28Q: 3 clusters Score -2696665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2696716.000000 Penalty: 11829.916992
	Iteration 29Q: 3 clusters Score -2696716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2696747.000000 Penalty: 11829.916992
	Iteration 30Q: 3 clusters Score -2696747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2696784.500000 Penalty: 11829.916992
	Iteration 31Q: 3 clusters Score -2696784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2696808.500000 Penalty: 11829.916992
	Iteration 32Q: 3 clusters Score -2696808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2696819.250000 Penalty: 11829.916992
	Iteration 33Q: 3 clusters Score -2696819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2696836.500000 Penalty: 11829.916992
	Iteration 34Q: 3 clusters Score -2696836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2696853.750000 Penalty: 11829.916992
	Iteration 35Q: 3 clusters Score -2696854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2696871.000000 Penalty: 11829.916992
	Iteration 36Q: 3 clusters Score -2696871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2696877.750000 Penalty: 11829.916992
	Iteration 37Q: 3 clusters Score -2696878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2696888.500000 Penalty: 11829.916992
	Iteration 38Q: 3 clusters Score -2696888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2696896.250000 Penalty: 11829.916992
	Iteration 39Q: 3 clusters Score -2696896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2696900.000000 Penalty: 11829.916992
	Iteration 40F: 3 clusters Score -2696900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2696902.250000 Penalty: 11829.916992
	Iteration 41Q: 3 clusters Score -2696902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2696908.500000 Penalty: 11829.916992
	Iteration 42Q: 3 clusters Score -2696908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2696911.500000 Penalty: 11829.916992
	Iteration 43Q: 3 clusters Score -2696912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2696917.500000 Penalty: 11829.916992
	Iteration 44Q: 3 clusters Score -2696918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2696919.250000 Penalty: 11829.916992
	Iteration 45Q: 3 clusters Score -2696919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2696919.000000 Penalty: 11829.916992
	Iteration 46Q: 3 clusters Score -2696919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2696919.000000 Penalty: 11829.916992
	Iteration 47Q: 3 clusters Score -2696919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2696917.500000 Penalty: 11829.916992
	Iteration 48Q: 3 clusters Score -2696918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2696918.500000 Penalty: 11829.916992
	Iteration 49Q: 3 clusters Score -2696918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2696923.750000 Penalty: 11829.916992
	Iteration 50Q: 3 clusters Score -2696924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2696932.500000 Penalty: 11829.916992
	Iteration 51Q: 3 clusters Score -2696932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2696941.000000 Penalty: 11829.916992
	Iteration 52Q: 3 clusters Score -2696941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2696940.750000 Penalty: 11829.916992
	Iteration 53Q: 3 clusters Score -2696941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2696947.500000 Penalty: 11829.916992
	Iteration 54Q: 3 clusters Score -2696948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2696948.000000 Penalty: 11829.916992
	Iteration 55Q: 3 clusters Score -2696948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2696953.250000 Penalty: 11829.916992
	Iteration 56Q: 3 clusters Score -2696953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2696965.750000 Penalty: 11829.916992
	Iteration 57Q: 3 clusters Score -2696966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2696979.000000 Penalty: 11829.916992
	Iteration 58Q: 3 clusters Score -2696979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2696989.500000 Penalty: 11829.916992
	Iteration 59Q: 3 clusters Score -2696990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2696994.000000 Penalty: 11829.916992
	Iteration 60F: 3 clusters Score -2696994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2697002.250000 Penalty: 11829.916992
	Iteration 61Q: 3 clusters Score -2697002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2697011.750000 Penalty: 11829.916992
	Iteration 62Q: 3 clusters Score -2697012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2697023.000000 Penalty: 11829.916992
	Iteration 63Q: 3 clusters Score -2697023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2697024.250000 Penalty: 11829.916992
	Iteration 64Q: 3 clusters Score -2697024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2697024.250000 Penalty: 11829.916992
	Iteration 65Q: 3 clusters Score -2697024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2697026.250000 Penalty: 11829.916992
	Iteration 66Q: 3 clusters Score -2697026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2697028.750000 Penalty: 11829.916992
	Iteration 67Q: 3 clusters Score -2697029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2697034.750000 Penalty: 11829.916992
	Iteration 68Q: 3 clusters Score -2697035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2697033.750000 Penalty: 11829.916992
	Iteration 69Q: 3 clusters Score -2697034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2697033.750000 Penalty: 11829.916992
	Iteration 70F: 3 clusters Score -2697034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Entering Unmasked Estep 
Score: -10220309.000000 Penalty: 6701.191406
	Iteration 0F: 2 clusters Score -1.022031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -10180676.000000 Penalty: 13402.382812
	Iteration 0F: 3 clusters Score -1.018068e+07 nChanged 24977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -10193909.000000 Penalty: 13402.382812
	Iteration 1F: 3 clusters Score -1.019391e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -10194789.000000 Penalty: 13402.382812
	Iteration 2Q: 3 clusters Score -1.019479e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -10195551.000000 Penalty: 13402.382812
	Iteration 3Q: 3 clusters Score -1.019555e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -10196271.000000 Penalty: 13402.382812
	Iteration 4Q: 3 clusters Score -1.019627e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -10196839.000000 Penalty: 13402.382812
	Iteration 5Q: 3 clusters Score -1.019684e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -10197422.000000 Penalty: 13402.382812
	Iteration 6Q: 3 clusters Score -1.019742e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -10198078.000000 Penalty: 13402.382812
	Iteration 7Q: 3 clusters Score -1.019808e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -10198903.000000 Penalty: 13402.382812
	Iteration 8Q: 3 clusters Score -1.01989e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -10199865.000000 Penalty: 13402.382812
	Iteration 9Q: 3 clusters Score -1.019986e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -10201039.000000 Penalty: 13402.382812
	Iteration 10Q: 3 clusters Score -1.020104e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -10202552.000000 Penalty: 13402.382812
	Iteration 11Q: 3 clusters Score -1.020255e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -10204248.000000 Penalty: 13402.382812
	Iteration 12Q: 3 clusters Score -1.020425e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -10206126.000000 Penalty: 13402.382812
	Iteration 13Q: 3 clusters Score -1.020613e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -10208020.000000 Penalty: 13402.382812
	Iteration 14Q: 3 clusters Score -1.020802e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -10209761.000000 Penalty: 13402.382812
	Iteration 15Q: 3 clusters Score -1.020976e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -10211203.000000 Penalty: 13402.382812
	Iteration 16Q: 3 clusters Score -1.02112e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -10212299.000000 Penalty: 13402.382812
	Iteration 17Q: 3 clusters Score -1.02123e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10212980.000000 Penalty: 13402.382812
	Iteration 18Q: 3 clusters Score -1.021298e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -10213424.000000 Penalty: 13402.382812
	Iteration 19Q: 3 clusters Score -1.021342e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10213777.000000 Penalty: 13402.382812
	Iteration 20F: 3 clusters Score -1.021378e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10213963.000000 Penalty: 13402.382812
	Iteration 21Q: 3 clusters Score -1.021396e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10214061.000000 Penalty: 13402.382812
	Iteration 22Q: 3 clusters Score -1.021406e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10214161.000000 Penalty: 13402.382812
	Iteration 23Q: 3 clusters Score -1.021416e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10214223.000000 Penalty: 13402.382812
	Iteration 24Q: 3 clusters Score -1.021422e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10214264.000000 Penalty: 13402.382812
	Iteration 25Q: 3 clusters Score -1.021426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10214306.000000 Penalty: 13402.382812
	Iteration 26Q: 3 clusters Score -1.021431e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -10214346.000000 Penalty: 13402.382812
	Iteration 27Q: 3 clusters Score -1.021435e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10214374.000000 Penalty: 13402.382812
	Iteration 28Q: 3 clusters Score -1.021437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10214411.000000 Penalty: 13402.382812
	Iteration 29Q: 3 clusters Score -1.021441e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10214421.000000 Penalty: 13402.382812
	Iteration 30Q: 3 clusters Score -1.021442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10214432.000000 Penalty: 13402.382812
	Iteration 31Q: 3 clusters Score -1.021443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10214448.000000 Penalty: 13402.382812
	Iteration 32Q: 3 clusters Score -1.021445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10214489.000000 Penalty: 13402.382812
	Iteration 33Q: 3 clusters Score -1.021449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10214489.000000 Penalty: 13402.382812
	Iteration 34Q: 3 clusters Score -1.021449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10214498.000000 Penalty: 13402.382812
	Iteration 35Q: 3 clusters Score -1.02145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10214516.000000 Penalty: 13402.382812
	Iteration 36Q: 3 clusters Score -1.021452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10214520.000000 Penalty: 13402.382812
	Iteration 37Q: 3 clusters Score -1.021452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10214529.000000 Penalty: 13402.382812
	Iteration 38Q: 3 clusters Score -1.021453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10214553.000000 Penalty: 13402.382812
	Iteration 39Q: 3 clusters Score -1.021455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10214559.000000 Penalty: 13402.382812
	Iteration 40F: 3 clusters Score -1.021456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10214558.000000 Penalty: 13402.382812
	Iteration 41Q: 3 clusters Score -1.021456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10214568.000000 Penalty: 13402.382812
	Iteration 42Q: 3 clusters Score -1.021457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10214570.000000 Penalty: 13402.382812
	Iteration 43Q: 3 clusters Score -1.021457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10214571.000000 Penalty: 13402.382812
	Iteration 44Q: 3 clusters Score -1.021457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10214574.000000 Penalty: 13402.382812
	Iteration 45Q: 3 clusters Score -1.021457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10214574.000000 Penalty: 13402.382812
	Iteration 46F: 3 clusters Score -1.021457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Entering Unmasked Estep 
Score: -2017599.250000 Penalty: 5712.604004
	Iteration 0F: 2 clusters Score -2017599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2006575.250000 Penalty: 11425.208008
	Iteration 0F: 3 clusters Score -2006575 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2008968.500000 Penalty: 11425.208008
	Iteration 1F: 3 clusters Score -2008968 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2009473.500000 Penalty: 11425.208008
	Iteration 2F: 3 clusters Score -2009474 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2009844.250000 Penalty: 11425.208008
	Iteration 3F: 3 clusters Score -2009844 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2010164.625000 Penalty: 11425.208008
	Iteration 4Q: 3 clusters Score -2010165 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2010492.500000 Penalty: 11425.208008
	Iteration 5Q: 3 clusters Score -2010492 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2010827.625000 Penalty: 11425.208008
	Iteration 6Q: 3 clusters Score -2010828 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2011217.625000 Penalty: 11425.208008
	Iteration 7Q: 3 clusters Score -2011218 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2011583.250000 Penalty: 11425.208008
	Iteration 8Q: 3 clusters Score -2011583 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2011961.875000 Penalty: 11425.208008
	Iteration 9Q: 3 clusters Score -2011962 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2012317.375000 Penalty: 11425.208008
	Iteration 10Q: 3 clusters Score -2012317 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2012578.750000 Penalty: 11425.208008
	Iteration 11Q: 3 clusters Score -2012579 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2012785.500000 Penalty: 11425.208008
	Iteration 12Q: 3 clusters Score -2012786 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2012970.750000 Penalty: 11425.208008
	Iteration 13Q: 3 clusters Score -2012971 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2013147.250000 Penalty: 11425.208008
	Iteration 14Q: 3 clusters Score -2013147 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2013294.625000 Penalty: 11425.208008
	Iteration 15Q: 3 clusters Score -2013295 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2013398.250000 Penalty: 11425.208008
	Iteration 16Q: 3 clusters Score -2013398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2013492.000000 Penalty: 11425.208008
	Iteration 17Q: 3 clusters Score -2013492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2013556.500000 Penalty: 11425.208008
	Iteration 18Q: 3 clusters Score -2013556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2013591.375000 Penalty: 11425.208008
	Iteration 19Q: 3 clusters Score -2013591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2013614.625000 Penalty: 11425.208008
	Iteration 20F: 3 clusters Score -2013615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2013634.000000 Penalty: 11425.208008
	Iteration 21Q: 3 clusters Score -2013634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2013648.125000 Penalty: 11425.208008
	Iteration 22Q: 3 clusters Score -2013648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2013658.375000 Penalty: 11425.208008
	Iteration 23Q: 3 clusters Score -2013658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2013664.500000 Penalty: 11425.208008
	Iteration 24Q: 3 clusters Score -2013664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2013667.625000 Penalty: 11425.208008
	Iteration 25Q: 3 clusters Score -2013668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2013677.500000 Penalty: 11425.208008
	Iteration 26Q: 3 clusters Score -2013678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2013682.500000 Penalty: 11425.208008
	Iteration 27Q: 3 clusters Score -2013682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2013681.000000 Penalty: 11425.208008
	Iteration 28Q: 3 clusters Score -2013681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2013682.375000 Penalty: 11425.208008
	Iteration 29Q: 3 clusters Score -2013682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2013680.875000 Penalty: 11425.208008
	Iteration 30Q: 3 clusters Score -2013681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2013684.250000 Penalty: 11425.208008
	Iteration 31Q: 3 clusters Score -2013684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2013685.750000 Penalty: 11425.208008
	Iteration 32Q: 3 clusters Score -2013686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2013686.500000 Penalty: 11425.208008
	Iteration 33Q: 3 clusters Score -2013686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2013686.500000 Penalty: 11425.208008
	Iteration 34F: 3 clusters Score -2013686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Entering Unmasked Estep 
Score: -4092401.500000 Penalty: 6146.248047
	Iteration 0F: 2 clusters Score -4092402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4074198.750000 Penalty: 12292.496094
	Iteration 0F: 3 clusters Score -4074199 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4079341.250000 Penalty: 12292.496094
	Iteration 1F: 3 clusters Score -4079341 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4080354.250000 Penalty: 12292.496094
	Iteration 2F: 3 clusters Score -4080354 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4081088.250000 Penalty: 12292.496094
	Iteration 3F: 3 clusters Score -4081088 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4081573.500000 Penalty: 12292.496094
	Iteration 4Q: 3 clusters Score -4081574 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4081933.000000 Penalty: 12292.496094
	Iteration 5Q: 3 clusters Score -4081933 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4082247.500000 Penalty: 12292.496094
	Iteration 6Q: 3 clusters Score -4082248 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4082521.000000 Penalty: 12292.496094
	Iteration 7Q: 3 clusters Score -4082521 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4082800.000000 Penalty: 12292.496094
	Iteration 8Q: 3 clusters Score -4082800 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4083099.750000 Penalty: 12292.496094
	Iteration 9Q: 3 clusters Score -4083100 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4083423.750000 Penalty: 12292.496094
	Iteration 10Q: 3 clusters Score -4083424 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4083706.750000 Penalty: 12292.496094
	Iteration 11Q: 3 clusters Score -4083707 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4083984.250000 Penalty: 12292.496094
	Iteration 12Q: 3 clusters Score -4083984 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -4084188.250000 Penalty: 12292.496094
	Iteration 13Q: 3 clusters Score -4084188 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4084403.250000 Penalty: 12292.496094
	Iteration 14Q: 3 clusters Score -4084403 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4084640.500000 Penalty: 12292.496094
	Iteration 15Q: 3 clusters Score -4084640 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4084876.500000 Penalty: 12292.496094
	Iteration 16Q: 3 clusters Score -4084876 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4085118.000000 Penalty: 12292.496094
	Iteration 17Q: 3 clusters Score -4085118 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4085339.250000 Penalty: 12292.496094
	Iteration 18Q: 3 clusters Score -4085339 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4085563.000000 Penalty: 12292.496094
	Iteration 19Q: 3 clusters Score -4085563 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4085786.500000 Penalty: 12292.496094
	Iteration 20F: 3 clusters Score -4085786 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4086036.000000 Penalty: 12292.496094
	Iteration 21Q: 3 clusters Score -4086036 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4086252.750000 Penalty: 12292.496094
	Iteration 22Q: 3 clusters Score -4086253 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4086430.250000 Penalty: 12292.496094
	Iteration 23Q: 3 clusters Score -4086430 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4086592.500000 Penalty: 12292.496094
	Iteration 24Q: 3 clusters Score -4086592 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4086736.250000 Penalty: 12292.496094
	Iteration 25Q: 3 clusters Score -4086736 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4086861.250000 Penalty: 12292.496094
	Iteration 26Q: 3 clusters Score -4086861 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4086949.750000 Penalty: 12292.496094
	Iteration 27Q: 3 clusters Score -4086950 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4087021.250000 Penalty: 12292.496094
	Iteration 28Q: 3 clusters Score -4087021 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4087119.000000 Penalty: 12292.496094
	Iteration 29Q: 3 clusters Score -4087119 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4087186.500000 Penalty: 12292.496094
	Iteration 30Q: 3 clusters Score -4087186 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4087230.250000 Penalty: 12292.496094
	Iteration 31Q: 3 clusters Score -4087230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4087280.250000 Penalty: 12292.496094
	Iteration 32Q: 3 clusters Score -4087280 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4087328.250000 Penalty: 12292.496094
	Iteration 33Q: 3 clusters Score -4087328 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4087376.750000 Penalty: 12292.496094
	Iteration 34Q: 3 clusters Score -4087377 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4087413.750000 Penalty: 12292.496094
	Iteration 35Q: 3 clusters Score -4087414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -4087452.000000 Penalty: 12292.496094
	Iteration 36Q: 3 clusters Score -4087452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -4087488.000000 Penalty: 12292.496094
	Iteration 37Q: 3 clusters Score -4087488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4087514.500000 Penalty: 12292.496094
	Iteration 38Q: 3 clusters Score -4087514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4087534.000000 Penalty: 12292.496094
	Iteration 39Q: 3 clusters Score -4087534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4087561.750000 Penalty: 12292.496094
	Iteration 40F: 3 clusters Score -4087562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4087588.000000 Penalty: 12292.496094
	Iteration 41Q: 3 clusters Score -4087588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4087612.000000 Penalty: 12292.496094
	Iteration 42Q: 3 clusters Score -4087612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -4087628.000000 Penalty: 12292.496094
	Iteration 43Q: 3 clusters Score -4087628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4087648.000000 Penalty: 12292.496094
	Iteration 44Q: 3 clusters Score -4087648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4087676.000000 Penalty: 12292.496094
	Iteration 45Q: 3 clusters Score -4087676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4087679.750000 Penalty: 12292.496094
	Iteration 46Q: 3 clusters Score -4087680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4087699.750000 Penalty: 12292.496094
	Iteration 47Q: 3 clusters Score -4087700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4087709.000000 Penalty: 12292.496094
	Iteration 48Q: 3 clusters Score -4087709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4087725.250000 Penalty: 12292.496094
	Iteration 49Q: 3 clusters Score -4087725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4087740.500000 Penalty: 12292.496094
	Iteration 50Q: 3 clusters Score -4087740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4087751.000000 Penalty: 12292.496094
	Iteration 51Q: 3 clusters Score -4087751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4087755.500000 Penalty: 12292.496094
	Iteration 52Q: 3 clusters Score -4087756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4087761.000000 Penalty: 12292.496094
	Iteration 53Q: 3 clusters Score -4087761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4087773.000000 Penalty: 12292.496094
	Iteration 54Q: 3 clusters Score -4087773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -4087783.500000 Penalty: 12292.496094
	Iteration 55Q: 3 clusters Score -4087784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4087788.750000 Penalty: 12292.496094
	Iteration 56Q: 3 clusters Score -4087789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4087795.250000 Penalty: 12292.496094
	Iteration 57Q: 3 clusters Score -4087795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4087791.250000 Penalty: 12292.496094
	Iteration 58Q: 3 clusters Score -4087791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4087795.500000 Penalty: 12292.496094
	Iteration 59Q: 3 clusters Score -4087796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4087806.750000 Penalty: 12292.496094
	Iteration 60F: 3 clusters Score -4087807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4087825.750000 Penalty: 12292.496094
	Iteration 61Q: 3 clusters Score -4087826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4087842.250000 Penalty: 12292.496094
	Iteration 62Q: 3 clusters Score -4087842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4087861.250000 Penalty: 12292.496094
	Iteration 63Q: 3 clusters Score -4087861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4087864.000000 Penalty: 12292.496094
	Iteration 64Q: 3 clusters Score -4087864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -4087878.000000 Penalty: 12292.496094
	Iteration 65Q: 3 clusters Score -4087878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4087882.250000 Penalty: 12292.496094
	Iteration 66Q: 3 clusters Score -4087882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4087891.000000 Penalty: 12292.496094
	Iteration 67Q: 3 clusters Score -4087891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4087894.250000 Penalty: 12292.496094
	Iteration 68Q: 3 clusters Score -4087894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4087903.250000 Penalty: 12292.496094
	Iteration 69Q: 3 clusters Score -4087903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4087913.500000 Penalty: 12292.496094
	Iteration 70Q: 3 clusters Score -4087914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4087914.000000 Penalty: 12292.496094
	Iteration 71Q: 3 clusters Score -4087914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4087917.750000 Penalty: 12292.496094
	Iteration 72Q: 3 clusters Score -4087918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4087932.250000 Penalty: 12292.496094
	Iteration 73Q: 3 clusters Score -4087932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4087936.250000 Penalty: 12292.496094
	Iteration 74Q: 3 clusters Score -4087936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4087945.000000 Penalty: 12292.496094
	Iteration 75Q: 3 clusters Score -4087945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4087959.000000 Penalty: 12292.496094
	Iteration 76Q: 3 clusters Score -4087959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4087960.500000 Penalty: 12292.496094
	Iteration 77Q: 3 clusters Score -4087960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4087972.500000 Penalty: 12292.496094
	Iteration 78Q: 3 clusters Score -4087972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4087988.750000 Penalty: 12292.496094
	Iteration 79Q: 3 clusters Score -4087989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4087995.750000 Penalty: 12292.496094
	Iteration 80F: 3 clusters Score -4087996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4088000.250000 Penalty: 12292.496094
	Iteration 81Q: 3 clusters Score -4088000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4088015.000000 Penalty: 12292.496094
	Iteration 82Q: 3 clusters Score -4088015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4088012.500000 Penalty: 12292.496094
	Iteration 83Q: 3 clusters Score -4088012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4088023.000000 Penalty: 12292.496094
	Iteration 84Q: 3 clusters Score -4088023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4088026.750000 Penalty: 12292.496094
	Iteration 85Q: 3 clusters Score -4088027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4088042.750000 Penalty: 12292.496094
	Iteration 86Q: 3 clusters Score -4088043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4088049.000000 Penalty: 12292.496094
	Iteration 87Q: 3 clusters Score -4088049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4088046.750000 Penalty: 12292.496094
	Iteration 88Q: 3 clusters Score -4088047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4088061.250000 Penalty: 12292.496094
	Iteration 89Q: 3 clusters Score -4088061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4088064.250000 Penalty: 12292.496094
	Iteration 90Q: 3 clusters Score -4088064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4088068.250000 Penalty: 12292.496094
	Iteration 91Q: 3 clusters Score -4088068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4088065.250000 Penalty: 12292.496094
	Iteration 92Q: 3 clusters Score -4088065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4088075.250000 Penalty: 12292.496094
	Iteration 93Q: 3 clusters Score -4088075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4088084.250000 Penalty: 12292.496094
	Iteration 94Q: 3 clusters Score -4088084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4088088.000000 Penalty: 12292.496094
	Iteration 95Q: 3 clusters Score -4088088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4088098.000000 Penalty: 12292.496094
	Iteration 96Q: 3 clusters Score -4088098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4088098.500000 Penalty: 12292.496094
	Iteration 97Q: 3 clusters Score -4088098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4088105.000000 Penalty: 12292.496094
	Iteration 98Q: 3 clusters Score -4088105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4088105.750000 Penalty: 12292.496094
	Iteration 99Q: 3 clusters Score -4088106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4088113.250000 Penalty: 12292.496094
	Iteration 100F: 3 clusters Score -4088113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4088121.250000 Penalty: 12292.496094
	Iteration 101Q: 3 clusters Score -4088121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4088124.750000 Penalty: 12292.496094
	Iteration 102Q: 3 clusters Score -4088125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4088134.250000 Penalty: 12292.496094
	Iteration 103Q: 3 clusters Score -4088134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -4088133.250000 Penalty: 12292.496094
	Iteration 104Q: 3 clusters Score -4088133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4088137.750000 Penalty: 12292.496094
	Iteration 105Q: 3 clusters Score -4088138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4088145.000000 Penalty: 12292.496094
	Iteration 106Q: 3 clusters Score -4088145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4088138.500000 Penalty: 12292.496094
	Iteration 107Q: 3 clusters Score -4088138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4088137.250000 Penalty: 12292.496094
	Iteration 108Q: 3 clusters Score -4088137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4088134.250000 Penalty: 12292.496094
	Iteration 109Q: 3 clusters Score -4088134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4088134.000000 Penalty: 12292.496094
	Iteration 110Q: 3 clusters Score -4088134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4088138.250000 Penalty: 12292.496094
	Iteration 111Q: 3 clusters Score -4088138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4088144.750000 Penalty: 12292.496094
	Iteration 112Q: 3 clusters Score -4088145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4088142.750000 Penalty: 12292.496094
	Iteration 113Q: 3 clusters Score -4088143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4088154.750000 Penalty: 12292.496094
	Iteration 114Q: 3 clusters Score -4088155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4088161.000000 Penalty: 12292.496094
	Iteration 115Q: 3 clusters Score -4088161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4088165.500000 Penalty: 12292.496094
	Iteration 116Q: 3 clusters Score -4088166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4088161.500000 Penalty: 12292.496094
	Iteration 117Q: 3 clusters Score -4088162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4088171.500000 Penalty: 12292.496094
	Iteration 118Q: 3 clusters Score -4088172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -4088175.000000 Penalty: 12292.496094
	Iteration 119Q: 3 clusters Score -4088175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4088173.750000 Penalty: 12292.496094
	Iteration 120F: 3 clusters Score -4088174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4088176.500000 Penalty: 12292.496094
	Iteration 121Q: 3 clusters Score -4088176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4088182.500000 Penalty: 12292.496094
	Iteration 122Q: 3 clusters Score -4088182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4088185.000000 Penalty: 12292.496094
	Iteration 123Q: 3 clusters Score -4088185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4088197.750000 Penalty: 12292.496094
	Iteration 124Q: 3 clusters Score -4088198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4088198.500000 Penalty: 12292.496094
	Iteration 125Q: 3 clusters Score -4088198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4088197.500000 Penalty: 12292.496094
	Iteration 126Q: 3 clusters Score -4088198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4088200.000000 Penalty: 12292.496094
	Iteration 127Q: 3 clusters Score -4088200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4088196.250000 Penalty: 12292.496094
	Iteration 128Q: 3 clusters Score -4088196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4088195.000000 Penalty: 12292.496094
	Iteration 129Q: 3 clusters Score -4088195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4088197.500000 Penalty: 12292.496094
	Iteration 130Q: 3 clusters Score -4088198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4088197.500000 Penalty: 12292.496094
	Iteration 131F: 3 clusters Score -4088198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (475839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475839 members 
Entering Unmasked Estep 
Score: -85970192.000000 Penalty: 8007.111328
	Iteration 0F: 2 clusters Score -8.597019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238203 members 
Mstep: Class 2 contains 237636 members 
Entering Unmasked Estep 
Score: -85671584.000000 Penalty: 16014.222656
	Iteration 0F: 3 clusters Score -8.567158e+07 nChanged 228506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242485 members 
Mstep: Class 2 contains 233354 members 
Entering Unmasked Estep 
Score: -85805048.000000 Penalty: 16014.222656
	Iteration 1F: 3 clusters Score -8.580505e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244735 members 
Mstep: Class 2 contains 231104 members 
Entering Unmasked Estep 
Score: -85806776.000000 Penalty: 16014.222656
	Iteration 2Q: 3 clusters Score -8.580678e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248197 members 
Mstep: Class 2 contains 227642 members 
Entering Unmasked Estep 
Score: -85809576.000000 Penalty: 16014.222656
	Iteration 3Q: 3 clusters Score -8.580958e+07 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253387 members 
Mstep: Class 2 contains 222452 members 
Entering Unmasked Estep 
Score: -85812712.000000 Penalty: 16014.222656
	Iteration 4Q: 3 clusters Score -8.581271e+07 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261283 members 
Mstep: Class 2 contains 214556 members 
Entering Unmasked Estep 
Score: -85816464.000000 Penalty: 16014.222656
	Iteration 5Q: 3 clusters Score -8.581646e+07 nChanged 16436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273197 members 
Mstep: Class 2 contains 202642 members 
Entering Unmasked Estep 
Score: -85821752.000000 Penalty: 16014.222656
	Iteration 6Q: 3 clusters Score -8.582175e+07 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290549 members 
Mstep: Class 2 contains 185290 members 
Entering Unmasked Estep 
Score: -85830368.000000 Penalty: 16014.222656
	Iteration 7Q: 3 clusters Score -8.583037e+07 nChanged 26120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314961 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -85844784.000000 Penalty: 16014.222656
	Iteration 8F: 3 clusters Score -8.584478e+07 nChanged 33046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347389 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -85867272.000000 Penalty: 16014.222656
	Iteration 9F: 3 clusters Score -8.586727e+07 nChanged 38124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385307 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -85899216.000000 Penalty: 16014.222656
	Iteration 10F: 3 clusters Score -8.589922e+07 nChanged 35974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421249 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -85931480.000000 Penalty: 16014.222656
	Iteration 11F: 3 clusters Score -8.593148e+07 nChanged 26058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447297 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -85951864.000000 Penalty: 16014.222656
	Iteration 12F: 3 clusters Score -8.595186e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462118 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -85960696.000000 Penalty: 16014.222656
	Iteration 13Q: 3 clusters Score -8.59607e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469233 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -85963424.000000 Penalty: 16014.222656
	Iteration 14Q: 3 clusters Score -8.596342e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472196 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -85964216.000000 Penalty: 16014.222656
	Iteration 15Q: 3 clusters Score -8.596422e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473377 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -85964392.000000 Penalty: 16014.222656
	Iteration 16Q: 3 clusters Score -8.596439e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473872 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -85964736.000000 Penalty: 16014.222656
	Iteration 17Q: 3 clusters Score -8.596474e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474118 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -85964824.000000 Penalty: 16014.222656
	Iteration 18Q: 3 clusters Score -8.596482e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474248 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -85964912.000000 Penalty: 16014.222656
	Iteration 19Q: 3 clusters Score -8.596491e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474318 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -85964976.000000 Penalty: 16014.222656
	Iteration 20F: 3 clusters Score -8.596498e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474374 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -85964992.000000 Penalty: 16014.222656
	Iteration 21Q: 3 clusters Score -8.596499e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474403 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -85965040.000000 Penalty: 16014.222656
	Iteration 22Q: 3 clusters Score -8.596504e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474439 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -85965072.000000 Penalty: 16014.222656
	Iteration 23Q: 3 clusters Score -8.596507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474477 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -85965096.000000 Penalty: 16014.222656
	Iteration 24Q: 3 clusters Score -8.59651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474504 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -85965128.000000 Penalty: 16014.222656
	Iteration 25Q: 3 clusters Score -8.596513e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474525 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -85965168.000000 Penalty: 16014.222656
	Iteration 26Q: 3 clusters Score -8.596517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474543 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -85965160.000000 Penalty: 16014.222656
	Iteration 27Q: 3 clusters Score -8.596516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474552 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -85965184.000000 Penalty: 16014.222656
	Iteration 28Q: 3 clusters Score -8.596518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474554 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -85965168.000000 Penalty: 16014.222656
	Iteration 29Q: 3 clusters Score -8.596517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474556 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -85965208.000000 Penalty: 16014.222656
	Iteration 30Q: 3 clusters Score -8.596521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474566 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -85965208.000000 Penalty: 16014.222656
	Iteration 31Q: 3 clusters Score -8.596521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474567 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -85965200.000000 Penalty: 16014.222656
	Iteration 32Q: 3 clusters Score -8.59652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -85965248.000000 Penalty: 16014.222656
	Iteration 33Q: 3 clusters Score -8.596525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474573 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -85965256.000000 Penalty: 16014.222656
	Iteration 34Q: 3 clusters Score -8.596526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -85965320.000000 Penalty: 16014.222656
	Iteration 35Q: 3 clusters Score -8.596532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -85965336.000000 Penalty: 16014.222656
	Iteration 36Q: 3 clusters Score -8.596534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474572 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -85965280.000000 Penalty: 16014.222656
	Iteration 37Q: 3 clusters Score -8.596528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -85965288.000000 Penalty: 16014.222656
	Iteration 38Q: 3 clusters Score -8.596529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474578 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -85965320.000000 Penalty: 16014.222656
	Iteration 39Q: 3 clusters Score -8.596532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474582 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -85965296.000000 Penalty: 16014.222656
	Iteration 40F: 3 clusters Score -8.59653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474585 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -85965240.000000 Penalty: 16014.222656
	Iteration 41Q: 3 clusters Score -8.596524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474583 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -85965304.000000 Penalty: 16014.222656
	Iteration 42Q: 3 clusters Score -8.59653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474579 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -85965288.000000 Penalty: 16014.222656
	Iteration 43Q: 3 clusters Score -8.596529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474578 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -85965280.000000 Penalty: 16014.222656
	Iteration 44Q: 3 clusters Score -8.596528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474579 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -85965336.000000 Penalty: 16014.222656
	Iteration 45Q: 3 clusters Score -8.596534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474580 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -85965336.000000 Penalty: 16014.222656
	Iteration 46Q: 3 clusters Score -8.596534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474581 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -85965320.000000 Penalty: 16014.222656
	Iteration 47Q: 3 clusters Score -8.596532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474581 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -85965304.000000 Penalty: 16014.222656
	Iteration 48Q: 3 clusters Score -8.59653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474580 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -85965320.000000 Penalty: 16014.222656
	Iteration 49Q: 3 clusters Score -8.596532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474580 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -85965320.000000 Penalty: 16014.222656
	Iteration 50F: 3 clusters Score -8.596532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -165461.671875 Penalty: 4317.136719
	Iteration 0F: 2 clusters Score -165461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161597.687500 Penalty: 8634.273438
	Iteration 0F: 3 clusters Score -161597.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162400.312500 Penalty: 8634.273438
	Iteration 1F: 3 clusters Score -162400.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -163335.000000 Penalty: 8634.273438
	Iteration 2F: 3 clusters Score -163335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -164049.859375 Penalty: 8634.273438
	Iteration 3F: 3 clusters Score -164049.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164562.671875 Penalty: 8634.273438
	Iteration 4F: 3 clusters Score -164562.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164926.656250 Penalty: 8634.273438
	Iteration 5Q: 3 clusters Score -164926.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165103.203125 Penalty: 8634.273438
	Iteration 6Q: 3 clusters Score -165103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -165190.640625 Penalty: 8634.273438
	Iteration 7Q: 3 clusters Score -165190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -165257.968750 Penalty: 8634.273438
	Iteration 8Q: 3 clusters Score -165258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165381.171875 Penalty: 8634.273438
	Iteration 9Q: 3 clusters Score -165381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165433.515625 Penalty: 8634.273438
	Iteration 10Q: 3 clusters Score -165433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -165452.187500 Penalty: 8634.273438
	Iteration 11Q: 3 clusters Score -165452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165455.546875 Penalty: 8634.273438
	Iteration 12Q: 3 clusters Score -165455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165455.546875 Penalty: 8634.273438
	Iteration 13F: 3 clusters Score -165455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -209824.671875 Penalty: 4338.061035
	Iteration 0F: 2 clusters Score -209824.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -205527.484375 Penalty: 8676.122070
	Iteration 0F: 3 clusters Score -205527.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205885.515625 Penalty: 8676.122070
	Iteration 1F: 3 clusters Score -205885.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206001.359375 Penalty: 8676.122070
	Iteration 2Q: 3 clusters Score -206001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -206040.703125 Penalty: 8676.122070
	Iteration 3Q: 3 clusters Score -206040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -206055.140625 Penalty: 8676.122070
	Iteration 4Q: 3 clusters Score -206055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -206063.359375 Penalty: 8676.122070
	Iteration 5Q: 3 clusters Score -206063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -206071.312500 Penalty: 8676.122070
	Iteration 6Q: 3 clusters Score -206071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -206077.953125 Penalty: 8676.122070
	Iteration 7Q: 3 clusters Score -206078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -206083.312500 Penalty: 8676.122070
	Iteration 8Q: 3 clusters Score -206083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -206087.437500 Penalty: 8676.122070
	Iteration 9Q: 3 clusters Score -206087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -206089.625000 Penalty: 8676.122070
	Iteration 10Q: 3 clusters Score -206089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -206092.265625 Penalty: 8676.122070
	Iteration 11Q: 3 clusters Score -206092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -206092.265625 Penalty: 8676.122070
	Iteration 12F: 3 clusters Score -206092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173661 members 
Entering Unmasked Estep 
Score: -31367554.000000 Penalty: 7389.727051
	Iteration 0F: 2 clusters Score -3.136755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -31250874.000000 Penalty: 14779.454102
	Iteration 0F: 3 clusters Score -3.125087e+07 nChanged 81010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -31296136.000000 Penalty: 14779.454102
	Iteration 1F: 3 clusters Score -3.129614e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -31297390.000000 Penalty: 14779.454102
	Iteration 2Q: 3 clusters Score -3.129739e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -31298624.000000 Penalty: 14779.454102
	Iteration 3Q: 3 clusters Score -3.129862e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -31299986.000000 Penalty: 14779.454102
	Iteration 4Q: 3 clusters Score -3.129999e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -31301318.000000 Penalty: 14779.454102
	Iteration 5Q: 3 clusters Score -3.130132e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -31303154.000000 Penalty: 14779.454102
	Iteration 6Q: 3 clusters Score -3.130315e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 102624 members 
Entering Unmasked Estep 
Score: -31305358.000000 Penalty: 14779.454102
	Iteration 7Q: 3 clusters Score -3.130536e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -31308904.000000 Penalty: 14779.454102
	Iteration 8Q: 3 clusters Score -3.13089e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -31314108.000000 Penalty: 14779.454102
	Iteration 9F: 3 clusters Score -3.131411e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -31321768.000000 Penalty: 14779.454102
	Iteration 10F: 3 clusters Score -3.132177e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 140901 members 
Entering Unmasked Estep 
Score: -31332140.000000 Penalty: 14779.454102
	Iteration 11F: 3 clusters Score -3.133214e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -31343088.000000 Penalty: 14779.454102
	Iteration 12F: 3 clusters Score -3.134309e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 163358 members 
Entering Unmasked Estep 
Score: -31352124.000000 Penalty: 14779.454102
	Iteration 13F: 3 clusters Score -3.135212e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 169052 members 
Entering Unmasked Estep 
Score: -31357216.000000 Penalty: 14779.454102
	Iteration 14Q: 3 clusters Score -3.135722e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -31359426.000000 Penalty: 14779.454102
	Iteration 15Q: 3 clusters Score -3.135943e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -31360142.000000 Penalty: 14779.454102
	Iteration 16Q: 3 clusters Score -3.136014e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 172705 members 
Entering Unmasked Estep 
Score: -31360526.000000 Penalty: 14779.454102
	Iteration 17Q: 3 clusters Score -3.136053e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 172836 members 
Entering Unmasked Estep 
Score: -31360726.000000 Penalty: 14779.454102
	Iteration 18Q: 3 clusters Score -3.136073e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -31360816.000000 Penalty: 14779.454102
	Iteration 19Q: 3 clusters Score -3.136082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -31360902.000000 Penalty: 14779.454102
	Iteration 20F: 3 clusters Score -3.13609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -31360964.000000 Penalty: 14779.454102
	Iteration 21Q: 3 clusters Score -3.136096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -31360978.000000 Penalty: 14779.454102
	Iteration 22Q: 3 clusters Score -3.136098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 172991 members 
Entering Unmasked Estep 
Score: -31361014.000000 Penalty: 14779.454102
	Iteration 23Q: 3 clusters Score -3.136101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 172998 members 
Entering Unmasked Estep 
Score: -31361018.000000 Penalty: 14779.454102
	Iteration 24Q: 3 clusters Score -3.136102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 173000 members 
Entering Unmasked Estep 
Score: -31361028.000000 Penalty: 14779.454102
	Iteration 25Q: 3 clusters Score -3.136103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -31361048.000000 Penalty: 14779.454102
	Iteration 26Q: 3 clusters Score -3.136105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -31361054.000000 Penalty: 14779.454102
	Iteration 27Q: 3 clusters Score -3.136105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -31361046.000000 Penalty: 14779.454102
	Iteration 28Q: 3 clusters Score -3.136105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -31361060.000000 Penalty: 14779.454102
	Iteration 29Q: 3 clusters Score -3.136106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -31361066.000000 Penalty: 14779.454102
	Iteration 30Q: 3 clusters Score -3.136107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -31361070.000000 Penalty: 14779.454102
	Iteration 31Q: 3 clusters Score -3.136107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -31361080.000000 Penalty: 14779.454102
	Iteration 32Q: 3 clusters Score -3.136108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 173021 members 
Entering Unmasked Estep 
Score: -31361068.000000 Penalty: 14779.454102
	Iteration 33Q: 3 clusters Score -3.136107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 173021 members 
Entering Unmasked Estep 
Score: -31361068.000000 Penalty: 14779.454102
	Iteration 34F: 3 clusters Score -3.136107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Entering Unmasked Estep 
Score: -13245683.000000 Penalty: 6869.981934
	Iteration 0F: 2 clusters Score -1.324568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -13194178.000000 Penalty: 13739.963867
	Iteration 0F: 3 clusters Score -1.319418e+07 nChanged 33534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -13212316.000000 Penalty: 13739.963867
	Iteration 1F: 3 clusters Score -1.321232e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -13213205.000000 Penalty: 13739.963867
	Iteration 2Q: 3 clusters Score -1.32132e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -13214124.000000 Penalty: 13739.963867
	Iteration 3Q: 3 clusters Score -1.321412e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -13214876.000000 Penalty: 13739.963867
	Iteration 4Q: 3 clusters Score -1.321488e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -13215833.000000 Penalty: 13739.963867
	Iteration 5Q: 3 clusters Score -1.321583e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -13216969.000000 Penalty: 13739.963867
	Iteration 6Q: 3 clusters Score -1.321697e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -13218622.000000 Penalty: 13739.963867
	Iteration 7Q: 3 clusters Score -1.321862e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -13220945.000000 Penalty: 13739.963867
	Iteration 8F: 3 clusters Score -1.322094e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -13224320.000000 Penalty: 13739.963867
	Iteration 9F: 3 clusters Score -1.322432e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -13228515.000000 Penalty: 13739.963867
	Iteration 10F: 3 clusters Score -1.322852e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -13232521.000000 Penalty: 13739.963867
	Iteration 11F: 3 clusters Score -1.323252e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -13235726.000000 Penalty: 13739.963867
	Iteration 12Q: 3 clusters Score -1.323573e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -13237741.000000 Penalty: 13739.963867
	Iteration 13Q: 3 clusters Score -1.323774e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13238820.000000 Penalty: 13739.963867
	Iteration 14Q: 3 clusters Score -1.323882e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13239343.000000 Penalty: 13739.963867
	Iteration 15Q: 3 clusters Score -1.323934e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13239571.000000 Penalty: 13739.963867
	Iteration 16Q: 3 clusters Score -1.323957e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13239686.000000 Penalty: 13739.963867
	Iteration 17Q: 3 clusters Score -1.323969e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13239770.000000 Penalty: 13739.963867
	Iteration 18Q: 3 clusters Score -1.323977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13239799.000000 Penalty: 13739.963867
	Iteration 19Q: 3 clusters Score -1.32398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13239822.000000 Penalty: 13739.963867
	Iteration 20F: 3 clusters Score -1.323982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13239854.000000 Penalty: 13739.963867
	Iteration 21Q: 3 clusters Score -1.323985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13239866.000000 Penalty: 13739.963867
	Iteration 22Q: 3 clusters Score -1.323987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13239869.000000 Penalty: 13739.963867
	Iteration 23Q: 3 clusters Score -1.323987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13239879.000000 Penalty: 13739.963867
	Iteration 24Q: 3 clusters Score -1.323988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13239890.000000 Penalty: 13739.963867
	Iteration 25Q: 3 clusters Score -1.323989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13239889.000000 Penalty: 13739.963867
	Iteration 26Q: 3 clusters Score -1.323989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13239893.000000 Penalty: 13739.963867
	Iteration 27Q: 3 clusters Score -1.323989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13239893.000000 Penalty: 13739.963867
	Iteration 28F: 3 clusters Score -1.323989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Entering Unmasked Estep 
Score: -11004391.000000 Penalty: 6740.854980
	Iteration 0F: 2 clusters Score -1.100439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -10961984.000000 Penalty: 13481.709961
	Iteration 0F: 3 clusters Score -1.096198e+07 nChanged 26732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -10976310.000000 Penalty: 13481.709961
	Iteration 1F: 3 clusters Score -1.097631e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -10977249.000000 Penalty: 13481.709961
	Iteration 2Q: 3 clusters Score -1.097725e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -10978001.000000 Penalty: 13481.709961
	Iteration 3Q: 3 clusters Score -1.0978e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -10978662.000000 Penalty: 13481.709961
	Iteration 4Q: 3 clusters Score -1.097866e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -10979231.000000 Penalty: 13481.709961
	Iteration 5Q: 3 clusters Score -1.097923e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -10979837.000000 Penalty: 13481.709961
	Iteration 6Q: 3 clusters Score -1.097984e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -10980535.000000 Penalty: 13481.709961
	Iteration 7Q: 3 clusters Score -1.098054e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -10981375.000000 Penalty: 13481.709961
	Iteration 8Q: 3 clusters Score -1.098138e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -10982269.000000 Penalty: 13481.709961
	Iteration 9Q: 3 clusters Score -1.098227e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -10983395.000000 Penalty: 13481.709961
	Iteration 10Q: 3 clusters Score -1.09834e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -10984552.000000 Penalty: 13481.709961
	Iteration 11Q: 3 clusters Score -1.098455e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -10985676.000000 Penalty: 13481.709961
	Iteration 12Q: 3 clusters Score -1.098568e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -10986810.000000 Penalty: 13481.709961
	Iteration 13Q: 3 clusters Score -1.098681e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -10987609.000000 Penalty: 13481.709961
	Iteration 14Q: 3 clusters Score -1.098761e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -10988364.000000 Penalty: 13481.709961
	Iteration 15Q: 3 clusters Score -1.098836e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -10989040.000000 Penalty: 13481.709961
	Iteration 16Q: 3 clusters Score -1.098904e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -10989551.000000 Penalty: 13481.709961
	Iteration 17Q: 3 clusters Score -1.098955e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -10990075.000000 Penalty: 13481.709961
	Iteration 18Q: 3 clusters Score -1.099008e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -10990548.000000 Penalty: 13481.709961
	Iteration 19Q: 3 clusters Score -1.099055e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -10991169.000000 Penalty: 13481.709961
	Iteration 20F: 3 clusters Score -1.099117e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -10991853.000000 Penalty: 13481.709961
	Iteration 21Q: 3 clusters Score -1.099185e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -10992586.000000 Penalty: 13481.709961
	Iteration 22Q: 3 clusters Score -1.099259e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -10993293.000000 Penalty: 13481.709961
	Iteration 23Q: 3 clusters Score -1.099329e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -10994255.000000 Penalty: 13481.709961
	Iteration 24Q: 3 clusters Score -1.099426e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -10995329.000000 Penalty: 13481.709961
	Iteration 25Q: 3 clusters Score -1.099533e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -10996349.000000 Penalty: 13481.709961
	Iteration 26Q: 3 clusters Score -1.099635e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -10997104.000000 Penalty: 13481.709961
	Iteration 27Q: 3 clusters Score -1.09971e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -10997650.000000 Penalty: 13481.709961
	Iteration 28Q: 3 clusters Score -1.099765e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -10998048.000000 Penalty: 13481.709961
	Iteration 29Q: 3 clusters Score -1.099805e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -10998335.000000 Penalty: 13481.709961
	Iteration 30Q: 3 clusters Score -1.099834e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -10998542.000000 Penalty: 13481.709961
	Iteration 31Q: 3 clusters Score -1.099854e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -10998684.000000 Penalty: 13481.709961
	Iteration 32Q: 3 clusters Score -1.099868e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -10998788.000000 Penalty: 13481.709961
	Iteration 33Q: 3 clusters Score -1.099879e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -10998894.000000 Penalty: 13481.709961
	Iteration 34Q: 3 clusters Score -1.099889e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -10998965.000000 Penalty: 13481.709961
	Iteration 35Q: 3 clusters Score -1.099896e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -10999069.000000 Penalty: 13481.709961
	Iteration 36Q: 3 clusters Score -1.099907e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -10999109.000000 Penalty: 13481.709961
	Iteration 37Q: 3 clusters Score -1.099911e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10999101.000000 Penalty: 13481.709961
	Iteration 38Q: 3 clusters Score -1.09991e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10999118.000000 Penalty: 13481.709961
	Iteration 39Q: 3 clusters Score -1.099912e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10999170.000000 Penalty: 13481.709961
	Iteration 40F: 3 clusters Score -1.099917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -10999187.000000 Penalty: 13481.709961
	Iteration 41Q: 3 clusters Score -1.099919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -10999180.000000 Penalty: 13481.709961
	Iteration 42Q: 3 clusters Score -1.099918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -10999215.000000 Penalty: 13481.709961
	Iteration 43Q: 3 clusters Score -1.099922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -10999222.000000 Penalty: 13481.709961
	Iteration 44Q: 3 clusters Score -1.099922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -10999229.000000 Penalty: 13481.709961
	Iteration 45Q: 3 clusters Score -1.099923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10999210.000000 Penalty: 13481.709961
	Iteration 46Q: 3 clusters Score -1.099921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10999203.000000 Penalty: 13481.709961
	Iteration 47Q: 3 clusters Score -1.09992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -10999180.000000 Penalty: 13481.709961
	Iteration 48Q: 3 clusters Score -1.099918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -10999198.000000 Penalty: 13481.709961
	Iteration 49Q: 3 clusters Score -1.09992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -10999212.000000 Penalty: 13481.709961
	Iteration 50Q: 3 clusters Score -1.099921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -10999220.000000 Penalty: 13481.709961
	Iteration 51Q: 3 clusters Score -1.099922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10999219.000000 Penalty: 13481.709961
	Iteration 52Q: 3 clusters Score -1.099922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10999235.000000 Penalty: 13481.709961
	Iteration 53Q: 3 clusters Score -1.099924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10999247.000000 Penalty: 13481.709961
	Iteration 54Q: 3 clusters Score -1.099925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10999221.000000 Penalty: 13481.709961
	Iteration 55Q: 3 clusters Score -1.099922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -10999237.000000 Penalty: 13481.709961
	Iteration 56Q: 3 clusters Score -1.099924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10999248.000000 Penalty: 13481.709961
	Iteration 57Q: 3 clusters Score -1.099925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -10999243.000000 Penalty: 13481.709961
	Iteration 58Q: 3 clusters Score -1.099924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10999247.000000 Penalty: 13481.709961
	Iteration 59Q: 3 clusters Score -1.099925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -10999248.000000 Penalty: 13481.709961
	Iteration 60F: 3 clusters Score -1.099925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10999268.000000 Penalty: 13481.709961
	Iteration 61Q: 3 clusters Score -1.099927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -10999269.000000 Penalty: 13481.709961
	Iteration 62Q: 3 clusters Score -1.099927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10999278.000000 Penalty: 13481.709961
	Iteration 63Q: 3 clusters Score -1.099928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10999270.000000 Penalty: 13481.709961
	Iteration 64Q: 3 clusters Score -1.099927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10999262.000000 Penalty: 13481.709961
	Iteration 65Q: 3 clusters Score -1.099926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10999270.000000 Penalty: 13481.709961
	Iteration 66Q: 3 clusters Score -1.099927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10999265.000000 Penalty: 13481.709961
	Iteration 67Q: 3 clusters Score -1.099926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10999269.000000 Penalty: 13481.709961
	Iteration 68Q: 3 clusters Score -1.099927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10999261.000000 Penalty: 13481.709961
	Iteration 69Q: 3 clusters Score -1.099926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10999270.000000 Penalty: 13481.709961
	Iteration 70Q: 3 clusters Score -1.099927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10999266.000000 Penalty: 13481.709961
	Iteration 71Q: 3 clusters Score -1.099927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10999263.000000 Penalty: 13481.709961
	Iteration 72Q: 3 clusters Score -1.099926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10999273.000000 Penalty: 13481.709961
	Iteration 73Q: 3 clusters Score -1.099927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10999277.000000 Penalty: 13481.709961
	Iteration 74Q: 3 clusters Score -1.099928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10999270.000000 Penalty: 13481.709961
	Iteration 75Q: 3 clusters Score -1.099927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10999270.000000 Penalty: 13481.709961
	Iteration 76Q: 3 clusters Score -1.099927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10999263.000000 Penalty: 13481.709961
	Iteration 77Q: 3 clusters Score -1.099926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10999282.000000 Penalty: 13481.709961
	Iteration 78Q: 3 clusters Score -1.099928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -10999268.000000 Penalty: 13481.709961
	Iteration 79Q: 3 clusters Score -1.099927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -10999268.000000 Penalty: 13481.709961
	Iteration 80F: 3 clusters Score -1.099927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -295077.437500 Penalty: 4543.635742
	Iteration 0F: 2 clusters Score -295077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -290342.187500 Penalty: 9087.271484
	Iteration 0F: 3 clusters Score -290342.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -290872.187500 Penalty: 9087.271484
	Iteration 1F: 3 clusters Score -290872.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -291029.312500 Penalty: 9087.271484
	Iteration 2F: 3 clusters Score -291029.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -291090.906250 Penalty: 9087.271484
	Iteration 3Q: 3 clusters Score -291090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -291118.812500 Penalty: 9087.271484
	Iteration 4Q: 3 clusters Score -291118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291136.843750 Penalty: 9087.271484
	Iteration 5Q: 3 clusters Score -291136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -291153.531250 Penalty: 9087.271484
	Iteration 6Q: 3 clusters Score -291153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -291171.343750 Penalty: 9087.271484
	Iteration 7Q: 3 clusters Score -291171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -291184.281250 Penalty: 9087.271484
	Iteration 8Q: 3 clusters Score -291184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -291192.343750 Penalty: 9087.271484
	Iteration 9Q: 3 clusters Score -291192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -291208.125000 Penalty: 9087.271484
	Iteration 10Q: 3 clusters Score -291208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -291215.312500 Penalty: 9087.271484
	Iteration 11Q: 3 clusters Score -291215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -291221.875000 Penalty: 9087.271484
	Iteration 12Q: 3 clusters Score -291221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -291229.875000 Penalty: 9087.271484
	Iteration 13Q: 3 clusters Score -291229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -291240.406250 Penalty: 9087.271484
	Iteration 14Q: 3 clusters Score -291240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291243.562500 Penalty: 9087.271484
	Iteration 15Q: 3 clusters Score -291243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -291245.906250 Penalty: 9087.271484
	Iteration 16Q: 3 clusters Score -291245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291249.437500 Penalty: 9087.271484
	Iteration 17Q: 3 clusters Score -291249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -291252.562500 Penalty: 9087.271484
	Iteration 18Q: 3 clusters Score -291252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -291264.437500 Penalty: 9087.271484
	Iteration 19Q: 3 clusters Score -291264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -291273.843750 Penalty: 9087.271484
	Iteration 20F: 3 clusters Score -291273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -291282.406250 Penalty: 9087.271484
	Iteration 21Q: 3 clusters Score -291282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -291289.593750 Penalty: 9087.271484
	Iteration 22Q: 3 clusters Score -291289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -291296.312500 Penalty: 9087.271484
	Iteration 23Q: 3 clusters Score -291296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -291304.625000 Penalty: 9087.271484
	Iteration 24Q: 3 clusters Score -291304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -291316.062500 Penalty: 9087.271484
	Iteration 25Q: 3 clusters Score -291316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -291328.812500 Penalty: 9087.271484
	Iteration 26Q: 3 clusters Score -291328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -291335.281250 Penalty: 9087.271484
	Iteration 27Q: 3 clusters Score -291335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -291341.406250 Penalty: 9087.271484
	Iteration 28Q: 3 clusters Score -291341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -291356.781250 Penalty: 9087.271484
	Iteration 29Q: 3 clusters Score -291356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -291369.843750 Penalty: 9087.271484
	Iteration 30Q: 3 clusters Score -291369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -291382.406250 Penalty: 9087.271484
	Iteration 31Q: 3 clusters Score -291382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -291398.250000 Penalty: 9087.271484
	Iteration 32Q: 3 clusters Score -291398.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -291415.375000 Penalty: 9087.271484
	Iteration 33Q: 3 clusters Score -291415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -291452.468750 Penalty: 9087.271484
	Iteration 34Q: 3 clusters Score -291452.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -291513.437500 Penalty: 9087.271484
	Iteration 35Q: 3 clusters Score -291513.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -291618.125000 Penalty: 9087.271484
	Iteration 36Q: 3 clusters Score -291618.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -291803.062500 Penalty: 9087.271484
	Iteration 37Q: 3 clusters Score -291803.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -291917.718750 Penalty: 9087.271484
	Iteration 38Q: 3 clusters Score -291917.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -291985.625000 Penalty: 9087.271484
	Iteration 39Q: 3 clusters Score -291985.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -292013.968750 Penalty: 9087.271484
	Iteration 40F: 3 clusters Score -292014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -292024.062500 Penalty: 9087.271484
	Iteration 41Q: 3 clusters Score -292024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -292029.531250 Penalty: 9087.271484
	Iteration 42Q: 3 clusters Score -292029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -292034.687500 Penalty: 9087.271484
	Iteration 43Q: 3 clusters Score -292034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -292037.781250 Penalty: 9087.271484
	Iteration 44Q: 3 clusters Score -292037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -292039.093750 Penalty: 9087.271484
	Iteration 45Q: 3 clusters Score -292039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -292041.812500 Penalty: 9087.271484
	Iteration 46Q: 3 clusters Score -292041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -292047.000000 Penalty: 9087.271484
	Iteration 47Q: 3 clusters Score -292047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -292053.906250 Penalty: 9087.271484
	Iteration 48Q: 3 clusters Score -292053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -292061.562500 Penalty: 9087.271484
	Iteration 49Q: 3 clusters Score -292061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -292065.875000 Penalty: 9087.271484
	Iteration 50Q: 3 clusters Score -292065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -292069.187500 Penalty: 9087.271484
	Iteration 51Q: 3 clusters Score -292069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -292072.500000 Penalty: 9087.271484
	Iteration 52Q: 3 clusters Score -292072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -292073.937500 Penalty: 9087.271484
	Iteration 53Q: 3 clusters Score -292073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -292076.125000 Penalty: 9087.271484
	Iteration 54Q: 3 clusters Score -292076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -292077.187500 Penalty: 9087.271484
	Iteration 55Q: 3 clusters Score -292077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -292077.187500 Penalty: 9087.271484
	Iteration 56F: 3 clusters Score -292077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -171361.140625 Penalty: 4326.641113
	Iteration 0F: 2 clusters Score -171361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167233.312500 Penalty: 8653.282227
	Iteration 0F: 3 clusters Score -167233.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168255.234375 Penalty: 8653.282227
	Iteration 1F: 3 clusters Score -168255.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -169307.578125 Penalty: 8653.282227
	Iteration 2F: 3 clusters Score -169307.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -170130.953125 Penalty: 8653.282227
	Iteration 3F: 3 clusters Score -170131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -170637.140625 Penalty: 8653.282227
	Iteration 4F: 3 clusters Score -170637.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -170870.656250 Penalty: 8653.282227
	Iteration 5Q: 3 clusters Score -170870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170996.453125 Penalty: 8653.282227
	Iteration 6Q: 3 clusters Score -170996.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171038.109375 Penalty: 8653.282227
	Iteration 7Q: 3 clusters Score -171038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171053.250000 Penalty: 8653.282227
	Iteration 8Q: 3 clusters Score -171053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -171069.187500 Penalty: 8653.282227
	Iteration 9Q: 3 clusters Score -171069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -171077.031250 Penalty: 8653.282227
	Iteration 10Q: 3 clusters Score -171077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -171085.187500 Penalty: 8653.282227
	Iteration 11Q: 3 clusters Score -171085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -171100.218750 Penalty: 8653.282227
	Iteration 12Q: 3 clusters Score -171100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -171128.406250 Penalty: 8653.282227
	Iteration 13Q: 3 clusters Score -171128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -171142.687500 Penalty: 8653.282227
	Iteration 14F: 3 clusters Score -171142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171153.046875 Penalty: 8653.282227
	Iteration 15Q: 3 clusters Score -171153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171164.093750 Penalty: 8653.282227
	Iteration 16Q: 3 clusters Score -171164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171175.078125 Penalty: 8653.282227
	Iteration 17Q: 3 clusters Score -171175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -171186.609375 Penalty: 8653.282227
	Iteration 18Q: 3 clusters Score -171186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -171193.531250 Penalty: 8653.282227
	Iteration 19Q: 3 clusters Score -171193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -171200.968750 Penalty: 8653.282227
	Iteration 20F: 3 clusters Score -171201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -171211.781250 Penalty: 8653.282227
	Iteration 21Q: 3 clusters Score -171211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -171215.015625 Penalty: 8653.282227
	Iteration 22Q: 3 clusters Score -171215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -171215.015625 Penalty: 8653.282227
	Iteration 23F: 3 clusters Score -171215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Entering Unmasked Estep 
Score: -7681663.000000 Penalty: 6516.005371
	Iteration 0F: 2 clusters Score -7681663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -7651253.000000 Penalty: 13032.010742
	Iteration 0F: 3 clusters Score -7651253 nChanged 18227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -7660964.000000 Penalty: 13032.010742
	Iteration 1F: 3 clusters Score -7660964 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7661773.000000 Penalty: 13032.010742
	Iteration 2F: 3 clusters Score -7661773 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -7662331.000000 Penalty: 13032.010742
	Iteration 3Q: 3 clusters Score -7662331 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7662762.000000 Penalty: 13032.010742
	Iteration 4Q: 3 clusters Score -7662762 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -7663171.500000 Penalty: 13032.010742
	Iteration 5Q: 3 clusters Score -7663172 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -7663405.000000 Penalty: 13032.010742
	Iteration 6Q: 3 clusters Score -7663405 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -7663639.000000 Penalty: 13032.010742
	Iteration 7Q: 3 clusters Score -7663639 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -7663873.500000 Penalty: 13032.010742
	Iteration 8Q: 3 clusters Score -7663874 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -7664078.000000 Penalty: 13032.010742
	Iteration 9Q: 3 clusters Score -7664078 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -7664309.000000 Penalty: 13032.010742
	Iteration 10Q: 3 clusters Score -7664309 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -7664528.500000 Penalty: 13032.010742
	Iteration 11Q: 3 clusters Score -7664528 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -7664815.000000 Penalty: 13032.010742
	Iteration 12Q: 3 clusters Score -7664815 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -7665200.500000 Penalty: 13032.010742
	Iteration 13Q: 3 clusters Score -7665200 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -7665724.500000 Penalty: 13032.010742
	Iteration 14Q: 3 clusters Score -7665724 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7666366.500000 Penalty: 13032.010742
	Iteration 15Q: 3 clusters Score -7666366 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -7667299.500000 Penalty: 13032.010742
	Iteration 16Q: 3 clusters Score -7667300 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -7668460.500000 Penalty: 13032.010742
	Iteration 17Q: 3 clusters Score -7668460 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -7669957.500000 Penalty: 13032.010742
	Iteration 18Q: 3 clusters Score -7669958 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7671646.000000 Penalty: 13032.010742
	Iteration 19Q: 3 clusters Score -7671646 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7673128.000000 Penalty: 13032.010742
	Iteration 20F: 3 clusters Score -7673128 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -7674379.500000 Penalty: 13032.010742
	Iteration 21Q: 3 clusters Score -7674380 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7675400.500000 Penalty: 13032.010742
	Iteration 22Q: 3 clusters Score -7675400 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7675971.500000 Penalty: 13032.010742
	Iteration 23Q: 3 clusters Score -7675972 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7676347.500000 Penalty: 13032.010742
	Iteration 24Q: 3 clusters Score -7676348 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7676497.000000 Penalty: 13032.010742
	Iteration 25Q: 3 clusters Score -7676497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -7676584.000000 Penalty: 13032.010742
	Iteration 26Q: 3 clusters Score -7676584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7676652.000000 Penalty: 13032.010742
	Iteration 27Q: 3 clusters Score -7676652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7676685.500000 Penalty: 13032.010742
	Iteration 28Q: 3 clusters Score -7676686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7676734.500000 Penalty: 13032.010742
	Iteration 29Q: 3 clusters Score -7676734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7676757.500000 Penalty: 13032.010742
	Iteration 30Q: 3 clusters Score -7676758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7676806.000000 Penalty: 13032.010742
	Iteration 31Q: 3 clusters Score -7676806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7676793.500000 Penalty: 13032.010742
	Iteration 32Q: 3 clusters Score -7676794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7676824.000000 Penalty: 13032.010742
	Iteration 33Q: 3 clusters Score -7676824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7676819.500000 Penalty: 13032.010742
	Iteration 34Q: 3 clusters Score -7676820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7676838.000000 Penalty: 13032.010742
	Iteration 35Q: 3 clusters Score -7676838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7676834.000000 Penalty: 13032.010742
	Iteration 36Q: 3 clusters Score -7676834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7676836.000000 Penalty: 13032.010742
	Iteration 37Q: 3 clusters Score -7676836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7676848.000000 Penalty: 13032.010742
	Iteration 38Q: 3 clusters Score -7676848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7676840.500000 Penalty: 13032.010742
	Iteration 39Q: 3 clusters Score -7676840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7676836.000000 Penalty: 13032.010742
	Iteration 40F: 3 clusters Score -7676836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7676843.500000 Penalty: 13032.010742
	Iteration 41Q: 3 clusters Score -7676844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -7676855.000000 Penalty: 13032.010742
	Iteration 42Q: 3 clusters Score -7676855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7676857.500000 Penalty: 13032.010742
	Iteration 43Q: 3 clusters Score -7676858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -7676852.000000 Penalty: 13032.010742
	Iteration 44Q: 3 clusters Score -7676852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7676850.500000 Penalty: 13032.010742
	Iteration 45Q: 3 clusters Score -7676850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7676861.000000 Penalty: 13032.010742
	Iteration 46Q: 3 clusters Score -7676861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7676857.000000 Penalty: 13032.010742
	Iteration 47Q: 3 clusters Score -7676857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7676866.500000 Penalty: 13032.010742
	Iteration 48Q: 3 clusters Score -7676866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7676860.000000 Penalty: 13032.010742
	Iteration 49Q: 3 clusters Score -7676860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7676862.000000 Penalty: 13032.010742
	Iteration 50Q: 3 clusters Score -7676862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7676883.000000 Penalty: 13032.010742
	Iteration 51Q: 3 clusters Score -7676883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7676883.500000 Penalty: 13032.010742
	Iteration 52Q: 3 clusters Score -7676884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7676904.000000 Penalty: 13032.010742
	Iteration 53Q: 3 clusters Score -7676904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7676894.000000 Penalty: 13032.010742
	Iteration 54Q: 3 clusters Score -7676894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7676893.000000 Penalty: 13032.010742
	Iteration 55Q: 3 clusters Score -7676893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7676922.500000 Penalty: 13032.010742
	Iteration 56Q: 3 clusters Score -7676922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -7676909.500000 Penalty: 13032.010742
	Iteration 57Q: 3 clusters Score -7676910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7676911.000000 Penalty: 13032.010742
	Iteration 58Q: 3 clusters Score -7676911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7676927.500000 Penalty: 13032.010742
	Iteration 59Q: 3 clusters Score -7676928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7676939.000000 Penalty: 13032.010742
	Iteration 60F: 3 clusters Score -7676939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7676929.000000 Penalty: 13032.010742
	Iteration 61Q: 3 clusters Score -7676929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7676944.000000 Penalty: 13032.010742
	Iteration 62Q: 3 clusters Score -7676944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7676955.000000 Penalty: 13032.010742
	Iteration 63Q: 3 clusters Score -7676955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7676958.000000 Penalty: 13032.010742
	Iteration 64Q: 3 clusters Score -7676958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -7676953.500000 Penalty: 13032.010742
	Iteration 65Q: 3 clusters Score -7676954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7676961.000000 Penalty: 13032.010742
	Iteration 66Q: 3 clusters Score -7676961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7676959.500000 Penalty: 13032.010742
	Iteration 67Q: 3 clusters Score -7676960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7676969.500000 Penalty: 13032.010742
	Iteration 68Q: 3 clusters Score -7676970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7676970.000000 Penalty: 13032.010742
	Iteration 69Q: 3 clusters Score -7676970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7676973.000000 Penalty: 13032.010742
	Iteration 70Q: 3 clusters Score -7676973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7676973.000000 Penalty: 13032.010742
	Iteration 71F: 3 clusters Score -7676973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -1149884.500000 Penalty: 5413.701660
	Iteration 0F: 2 clusters Score -1149884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1141629.375000 Penalty: 10827.403320
	Iteration 0F: 3 clusters Score -1141629 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1143386.375000 Penalty: 10827.403320
	Iteration 1F: 3 clusters Score -1143386 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1144203.750000 Penalty: 10827.403320
	Iteration 2F: 3 clusters Score -1144204 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1145179.375000 Penalty: 10827.403320
	Iteration 3F: 3 clusters Score -1145179 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1146422.000000 Penalty: 10827.403320
	Iteration 4F: 3 clusters Score -1146422 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1148020.750000 Penalty: 10827.403320
	Iteration 5F: 3 clusters Score -1148021 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1149385.875000 Penalty: 10827.403320
	Iteration 6F: 3 clusters Score -1149386 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1150587.250000 Penalty: 10827.403320
	Iteration 7F: 3 clusters Score -1150587 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1151676.625000 Penalty: 10827.403320
	Iteration 8F: 3 clusters Score -1151677 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1152458.250000 Penalty: 10827.403320
	Iteration 9Q: 3 clusters Score -1152458 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1152847.375000 Penalty: 10827.403320
	Iteration 10Q: 3 clusters Score -1152847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1152953.125000 Penalty: 10827.403320
	Iteration 11Q: 3 clusters Score -1152953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1152979.250000 Penalty: 10827.403320
	Iteration 12Q: 3 clusters Score -1152979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1152984.625000 Penalty: 10827.403320
	Iteration 13Q: 3 clusters Score -1152985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1152984.375000 Penalty: 10827.403320
	Iteration 14Q: 3 clusters Score -1152984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1152984.875000 Penalty: 10827.403320
	Iteration 15Q: 3 clusters Score -1152985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1152984.250000 Penalty: 10827.403320
	Iteration 16Q: 3 clusters Score -1152984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1152984.250000 Penalty: 10827.403320
	Iteration 17F: 3 clusters Score -1152984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107477 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 28730 members 
Mstep: Class 6 contains 34358 members 
Mstep: Class 7 contains 7333 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 22088 members 
Mstep: Class 10 contains 41080 members 
Mstep: Class 11 contains 19158 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 56428 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 22804 members 
Mstep: Class 16 contains 475839 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 74332 members 
Mstep: Class 21 contains 60203 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 41705 members 
Mstep: Class 25 contains 3611 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 3285 members 
Entering Unmasked Estep 
Score: -226824480.000000 Penalty: 241171.093750
Splitting cluster 25 changes total score from -226825088.000000 to -226824480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -330576.125000 Penalty: 4652.482422
	Iteration 0F: 2 clusters Score -330576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -325726.062500 Penalty: 9304.964844
	Iteration 0F: 3 clusters Score -325726.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -326319.375000 Penalty: 9304.964844
	Iteration 1F: 3 clusters Score -326319.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -326491.500000 Penalty: 9304.964844
	Iteration 2F: 3 clusters Score -326491.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -326583.375000 Penalty: 9304.964844
	Iteration 3Q: 3 clusters Score -326583.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -326653.531250 Penalty: 9304.964844
	Iteration 4Q: 3 clusters Score -326653.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -326692.687500 Penalty: 9304.964844
	Iteration 5Q: 3 clusters Score -326692.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -326731.687500 Penalty: 9304.964844
	Iteration 6Q: 3 clusters Score -326731.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -326745.062500 Penalty: 9304.964844
	Iteration 7Q: 3 clusters Score -326745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -326758.312500 Penalty: 9304.964844
	Iteration 8Q: 3 clusters Score -326758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -326773.531250 Penalty: 9304.964844
	Iteration 9Q: 3 clusters Score -326773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -326784.968750 Penalty: 9304.964844
	Iteration 10Q: 3 clusters Score -326785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -326805.031250 Penalty: 9304.964844
	Iteration 11Q: 3 clusters Score -326805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -326819.031250 Penalty: 9304.964844
	Iteration 12Q: 3 clusters Score -326819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -326835.312500 Penalty: 9304.964844
	Iteration 13Q: 3 clusters Score -326835.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -326865.843750 Penalty: 9304.964844
	Iteration 14Q: 3 clusters Score -326865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -326897.812500 Penalty: 9304.964844
	Iteration 15Q: 3 clusters Score -326897.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -326927.062500 Penalty: 9304.964844
	Iteration 16Q: 3 clusters Score -326927.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -326956.562500 Penalty: 9304.964844
	Iteration 17Q: 3 clusters Score -326956.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -326979.531250 Penalty: 9304.964844
	Iteration 18Q: 3 clusters Score -326979.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -327017.281250 Penalty: 9304.964844
	Iteration 19Q: 3 clusters Score -327017.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -327051.593750 Penalty: 9304.964844
	Iteration 20F: 3 clusters Score -327051.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -327088.312500 Penalty: 9304.964844
	Iteration 21Q: 3 clusters Score -327088.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -327158.406250 Penalty: 9304.964844
	Iteration 22Q: 3 clusters Score -327158.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -327269.750000 Penalty: 9304.964844
	Iteration 23Q: 3 clusters Score -327269.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -327378.968750 Penalty: 9304.964844
	Iteration 24Q: 3 clusters Score -327379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -327454.468750 Penalty: 9304.964844
	Iteration 25Q: 3 clusters Score -327454.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -327553.562500 Penalty: 9304.964844
	Iteration 26Q: 3 clusters Score -327553.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -327648.125000 Penalty: 9304.964844
	Iteration 27Q: 3 clusters Score -327648.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -327715.781250 Penalty: 9304.964844
	Iteration 28Q: 3 clusters Score -327715.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -327780.031250 Penalty: 9304.964844
	Iteration 29Q: 3 clusters Score -327780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -327822.468750 Penalty: 9304.964844
	Iteration 30Q: 3 clusters Score -327822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -327858.406250 Penalty: 9304.964844
	Iteration 31Q: 3 clusters Score -327858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -327880.875000 Penalty: 9304.964844
	Iteration 32Q: 3 clusters Score -327880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -327896.187500 Penalty: 9304.964844
	Iteration 33Q: 3 clusters Score -327896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -327910.750000 Penalty: 9304.964844
	Iteration 34Q: 3 clusters Score -327910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -327921.500000 Penalty: 9304.964844
	Iteration 35Q: 3 clusters Score -327921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -327941.500000 Penalty: 9304.964844
	Iteration 36Q: 3 clusters Score -327941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -327952.468750 Penalty: 9304.964844
	Iteration 37Q: 3 clusters Score -327952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -327961.375000 Penalty: 9304.964844
	Iteration 38Q: 3 clusters Score -327961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -327973.031250 Penalty: 9304.964844
	Iteration 39Q: 3 clusters Score -327973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -328039.093750 Penalty: 9304.964844
	Iteration 40F: 3 clusters Score -328039.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -328322.062500 Penalty: 9304.964844
	Iteration 41Q: 3 clusters Score -328322.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -328468.343750 Penalty: 9304.964844
	Iteration 42Q: 3 clusters Score -328468.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -328552.656250 Penalty: 9304.964844
	Iteration 43Q: 3 clusters Score -328552.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -328600.875000 Penalty: 9304.964844
	Iteration 44Q: 3 clusters Score -328600.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -328635.906250 Penalty: 9304.964844
	Iteration 45Q: 3 clusters Score -328635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328657.937500 Penalty: 9304.964844
	Iteration 46Q: 3 clusters Score -328657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -328685.000000 Penalty: 9304.964844
	Iteration 47Q: 3 clusters Score -328685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -328694.656250 Penalty: 9304.964844
	Iteration 48Q: 3 clusters Score -328694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328702.750000 Penalty: 9304.964844
	Iteration 49Q: 3 clusters Score -328702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -328717.125000 Penalty: 9304.964844
	Iteration 50Q: 3 clusters Score -328717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328718.187500 Penalty: 9304.964844
	Iteration 51Q: 3 clusters Score -328718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328720.875000 Penalty: 9304.964844
	Iteration 52F: 3 clusters Score -328720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328737.093750 Penalty: 9304.964844
	Iteration 53Q: 3 clusters Score -328737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328740.125000 Penalty: 9304.964844
	Iteration 54Q: 3 clusters Score -328740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -328742.187500 Penalty: 9304.964844
	Iteration 55Q: 3 clusters Score -328742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328746.500000 Penalty: 9304.964844
	Iteration 56Q: 3 clusters Score -328746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328746.500000 Penalty: 9304.964844
	Iteration 57F: 3 clusters Score -328746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -238274.187500 Penalty: 4528.750488
	Iteration 0F: 2 clusters Score -238274.2 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 837 members 
Entering Unmasked Estep 
Score: -233895.734375 Penalty: 9057.500977
	Iteration 0F: 3 clusters Score -233895.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -235422.031250 Penalty: 9057.500977
	Iteration 1F: 3 clusters Score -235422 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -236427.609375 Penalty: 9057.500977
	Iteration 2F: 3 clusters Score -236427.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -237303.000000 Penalty: 9057.500977
	Iteration 3F: 3 clusters Score -237303 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -237595.703125 Penalty: 9057.500977
	Iteration 4Q: 3 clusters Score -237595.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -237711.531250 Penalty: 9057.500977
	Iteration 5Q: 3 clusters Score -237711.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -237795.296875 Penalty: 9057.500977
	Iteration 6Q: 3 clusters Score -237795.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -237877.421875 Penalty: 9057.500977
	Iteration 7Q: 3 clusters Score -237877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -238005.046875 Penalty: 9057.500977
	Iteration 8Q: 3 clusters Score -238005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -238190.843750 Penalty: 9057.500977
	Iteration 9Q: 3 clusters Score -238190.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -238446.390625 Penalty: 9057.500977
	Iteration 10Q: 3 clusters Score -238446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -238629.171875 Penalty: 9057.500977
	Iteration 11Q: 3 clusters Score -238629.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -238702.062500 Penalty: 9057.500977
	Iteration 12Q: 3 clusters Score -238702.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -238798.500000 Penalty: 9057.500977
	Iteration 13Q: 3 clusters Score -238798.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -238883.359375 Penalty: 9057.500977
	Iteration 14Q: 3 clusters Score -238883.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -239035.906250 Penalty: 9057.500977
	Iteration 15Q: 3 clusters Score -239035.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -239240.625000 Penalty: 9057.500977
	Iteration 16Q: 3 clusters Score -239240.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -239414.562500 Penalty: 9057.500977
	Iteration 17Q: 3 clusters Score -239414.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -239629.609375 Penalty: 9057.500977
	Iteration 18Q: 3 clusters Score -239629.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -239984.515625 Penalty: 9057.500977
	Iteration 19Q: 3 clusters Score -239984.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -240512.296875 Penalty: 9057.500977
	Iteration 20F: 3 clusters Score -240512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -240769.671875 Penalty: 9057.500977
	Iteration 21Q: 3 clusters Score -240769.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -240830.359375 Penalty: 9057.500977
	Iteration 22Q: 3 clusters Score -240830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -240862.500000 Penalty: 9057.500977
	Iteration 23Q: 3 clusters Score -240862.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -240914.218750 Penalty: 9057.500977
	Iteration 24Q: 3 clusters Score -240914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -240965.531250 Penalty: 9057.500977
	Iteration 25Q: 3 clusters Score -240965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -240995.515625 Penalty: 9057.500977
	Iteration 26Q: 3 clusters Score -240995.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -241030.859375 Penalty: 9057.500977
	Iteration 27Q: 3 clusters Score -241030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -241051.156250 Penalty: 9057.500977
	Iteration 28Q: 3 clusters Score -241051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -241059.609375 Penalty: 9057.500977
	Iteration 29Q: 3 clusters Score -241059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -241070.609375 Penalty: 9057.500977
	Iteration 30Q: 3 clusters Score -241070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -241077.859375 Penalty: 9057.500977
	Iteration 31Q: 3 clusters Score -241077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -241079.453125 Penalty: 9057.500977
	Iteration 32Q: 3 clusters Score -241079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -241082.406250 Penalty: 9057.500977
	Iteration 33Q: 3 clusters Score -241082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -241085.718750 Penalty: 9057.500977
	Iteration 34Q: 3 clusters Score -241085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -241090.984375 Penalty: 9057.500977
	Iteration 35Q: 3 clusters Score -241091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -241095.828125 Penalty: 9057.500977
	Iteration 36Q: 3 clusters Score -241095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -241111.125000 Penalty: 9057.500977
	Iteration 37Q: 3 clusters Score -241111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -241114.968750 Penalty: 9057.500977
	Iteration 38Q: 3 clusters Score -241115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -241117.593750 Penalty: 9057.500977
	Iteration 39Q: 3 clusters Score -241117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -241117.593750 Penalty: 9057.500977
	Iteration 40F: 3 clusters Score -241117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107477 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 28730 members 
Mstep: Class 6 contains 34358 members 
Mstep: Class 7 contains 7333 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 22088 members 
Mstep: Class 10 contains 41080 members 
Mstep: Class 11 contains 19158 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 56428 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 22804 members 
Mstep: Class 16 contains 475839 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 74332 members 
Mstep: Class 21 contains 60203 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 41705 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 759 members 
Entering Unmasked Estep 
Score: -226824080.000000 Penalty: 241171.093750
Splitting cluster 27 changes total score from -226825088.000000 to -226824080.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107477 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 28730 members 
Mstep: Class 6 contains 34358 members 
Mstep: Class 7 contains 7333 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 22088 members 
Mstep: Class 10 contains 41080 members 
Mstep: Class 11 contains 19158 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 56428 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 22804 members 
Mstep: Class 16 contains 475839 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 74332 members 
Mstep: Class 21 contains 60203 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 41705 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226825360.000000 Penalty: 232557.843750
Iteration 79Q: 28 clusters Score -2.268254e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107283 members 
Mstep: Class 4 contains 51860 members 
Mstep: Class 5 contains 28825 members 
Mstep: Class 6 contains 34352 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 22157 members 
Mstep: Class 10 contains 40969 members 
Mstep: Class 11 contains 19068 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 57670 members 
Mstep: Class 14 contains 11238 members 
Mstep: Class 15 contains 22842 members 
Mstep: Class 16 contains 476708 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 173659 members 
Mstep: Class 20 contains 74426 members 
Mstep: Class 21 contains 60319 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 39569 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226850320.000000 Penalty: 232557.843750
Iteration 80F: 28 clusters Score -2.268503e+08 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 107098 members 
Mstep: Class 4 contains 51857 members 
Mstep: Class 5 contains 28928 members 
Mstep: Class 6 contains 34344 members 
Mstep: Class 7 contains 7403 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 22189 members 
Mstep: Class 10 contains 40840 members 
Mstep: Class 11 contains 19009 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 58831 members 
Mstep: Class 14 contains 11252 members 
Mstep: Class 15 contains 22863 members 
Mstep: Class 16 contains 477395 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 173653 members 
Mstep: Class 20 contains 74550 members 
Mstep: Class 21 contains 60460 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 37586 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861008.000000 Penalty: 232557.843750
Iteration 81Q: 28 clusters Score -2.26861e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106947 members 
Mstep: Class 4 contains 51851 members 
Mstep: Class 5 contains 29040 members 
Mstep: Class 6 contains 34334 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 22256 members 
Mstep: Class 10 contains 40711 members 
Mstep: Class 11 contains 18963 members 
Mstep: Class 12 contains 15652 members 
Mstep: Class 13 contains 59738 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 22835 members 
Mstep: Class 16 contains 478034 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 173652 members 
Mstep: Class 20 contains 74667 members 
Mstep: Class 21 contains 60611 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2002 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861008.000000 Penalty: 232557.843750
Iteration 82Q: 28 clusters Score -2.26861e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106750 members 
Mstep: Class 4 contains 51852 members 
Mstep: Class 5 contains 29141 members 
Mstep: Class 6 contains 34334 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 22324 members 
Mstep: Class 10 contains 40593 members 
Mstep: Class 11 contains 18926 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 13 contains 60471 members 
Mstep: Class 14 contains 11260 members 
Mstep: Class 15 contains 22806 members 
Mstep: Class 16 contains 478598 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 173652 members 
Mstep: Class 20 contains 74761 members 
Mstep: Class 21 contains 60757 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 34520 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861616.000000 Penalty: 232557.843750
Iteration 83Q: 28 clusters Score -2.268616e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106557 members 
Mstep: Class 4 contains 51855 members 
Mstep: Class 5 contains 29211 members 
Mstep: Class 6 contains 34333 members 
Mstep: Class 7 contains 7485 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 22368 members 
Mstep: Class 10 contains 40520 members 
Mstep: Class 11 contains 18883 members 
Mstep: Class 12 contains 15660 members 
Mstep: Class 13 contains 61083 members 
Mstep: Class 14 contains 11263 members 
Mstep: Class 15 contains 22772 members 
Mstep: Class 16 contains 479012 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 74839 members 
Mstep: Class 21 contains 60887 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 33464 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861200.000000 Penalty: 232557.843750
Iteration 84Q: 28 clusters Score -2.268612e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106398 members 
Mstep: Class 4 contains 51840 members 
Mstep: Class 5 contains 29278 members 
Mstep: Class 6 contains 34326 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 22400 members 
Mstep: Class 10 contains 40441 members 
Mstep: Class 11 contains 18851 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 61534 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 22743 members 
Mstep: Class 16 contains 479393 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 173672 members 
Mstep: Class 20 contains 74914 members 
Mstep: Class 21 contains 60993 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 32623 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860976.000000 Penalty: 232557.843750
Iteration 85Q: 28 clusters Score -2.26861e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106272 members 
Mstep: Class 4 contains 51838 members 
Mstep: Class 5 contains 29326 members 
Mstep: Class 6 contains 34319 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 22448 members 
Mstep: Class 10 contains 40377 members 
Mstep: Class 11 contains 18829 members 
Mstep: Class 12 contains 15664 members 
Mstep: Class 13 contains 61885 members 
Mstep: Class 14 contains 11281 members 
Mstep: Class 15 contains 22719 members 
Mstep: Class 16 contains 479709 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 74960 members 
Mstep: Class 21 contains 61120 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 31901 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860928.000000 Penalty: 232557.843750
Iteration 86Q: 28 clusters Score -2.268609e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106160 members 
Mstep: Class 4 contains 51841 members 
Mstep: Class 5 contains 29366 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 7515 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 22489 members 
Mstep: Class 10 contains 40333 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 15671 members 
Mstep: Class 13 contains 62149 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 22690 members 
Mstep: Class 16 contains 479973 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 173649 members 
Mstep: Class 20 contains 75022 members 
Mstep: Class 21 contains 61215 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 31324 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860688.000000 Penalty: 232557.843750
Iteration 87Q: 28 clusters Score -2.268607e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 106057 members 
Mstep: Class 4 contains 51825 members 
Mstep: Class 5 contains 29429 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 7519 members 
Mstep: Class 8 contains 7437 members 
Mstep: Class 9 contains 22527 members 
Mstep: Class 10 contains 40286 members 
Mstep: Class 11 contains 18781 members 
Mstep: Class 12 contains 15677 members 
Mstep: Class 13 contains 62375 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 22684 members 
Mstep: Class 16 contains 480216 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173644 members 
Mstep: Class 20 contains 75073 members 
Mstep: Class 21 contains 61281 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 30836 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860320.000000 Penalty: 232557.843750
Iteration 88Q: 28 clusters Score -2.268603e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105953 members 
Mstep: Class 4 contains 51821 members 
Mstep: Class 5 contains 29455 members 
Mstep: Class 6 contains 34290 members 
Mstep: Class 7 contains 7513 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 22583 members 
Mstep: Class 10 contains 40255 members 
Mstep: Class 11 contains 18769 members 
Mstep: Class 12 contains 15678 members 
Mstep: Class 13 contains 62564 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 22676 members 
Mstep: Class 16 contains 480397 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173642 members 
Mstep: Class 20 contains 75116 members 
Mstep: Class 21 contains 61352 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 30428 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860032.000000 Penalty: 232557.843750
Iteration 89Q: 28 clusters Score -2.2686e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105895 members 
Mstep: Class 4 contains 51822 members 
Mstep: Class 5 contains 29498 members 
Mstep: Class 6 contains 34293 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7456 members 
Mstep: Class 9 contains 22612 members 
Mstep: Class 10 contains 40218 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 15688 members 
Mstep: Class 13 contains 62701 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 22652 members 
Mstep: Class 16 contains 480533 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75159 members 
Mstep: Class 21 contains 61413 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 30097 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860112.000000 Penalty: 232557.843750
Iteration 90Q: 28 clusters Score -2.268601e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105834 members 
Mstep: Class 4 contains 51804 members 
Mstep: Class 5 contains 29536 members 
Mstep: Class 6 contains 34291 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7464 members 
Mstep: Class 9 contains 22643 members 
Mstep: Class 10 contains 40189 members 
Mstep: Class 11 contains 18740 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 22657 members 
Mstep: Class 16 contains 480652 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75195 members 
Mstep: Class 21 contains 61482 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 29818 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860288.000000 Penalty: 232557.843750
Iteration 91Q: 28 clusters Score -2.268603e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105801 members 
Mstep: Class 4 contains 51784 members 
Mstep: Class 5 contains 29568 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 7471 members 
Mstep: Class 9 contains 22672 members 
Mstep: Class 10 contains 40172 members 
Mstep: Class 11 contains 18736 members 
Mstep: Class 12 contains 15695 members 
Mstep: Class 13 contains 62855 members 
Mstep: Class 14 contains 11320 members 
Mstep: Class 15 contains 22660 members 
Mstep: Class 16 contains 480733 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173628 members 
Mstep: Class 20 contains 75238 members 
Mstep: Class 21 contains 61549 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 29565 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860448.000000 Penalty: 232557.843750
Iteration 92Q: 28 clusters Score -2.268604e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105755 members 
Mstep: Class 4 contains 51776 members 
Mstep: Class 5 contains 29582 members 
Mstep: Class 6 contains 34285 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 7476 members 
Mstep: Class 9 contains 22687 members 
Mstep: Class 10 contains 40163 members 
Mstep: Class 11 contains 18727 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 13 contains 62923 members 
Mstep: Class 14 contains 11330 members 
Mstep: Class 15 contains 22664 members 
Mstep: Class 16 contains 480763 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75286 members 
Mstep: Class 21 contains 61606 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 29378 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860320.000000 Penalty: 232557.843750
Iteration 93Q: 28 clusters Score -2.268603e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105720 members 
Mstep: Class 4 contains 51768 members 
Mstep: Class 5 contains 29584 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 7480 members 
Mstep: Class 9 contains 22703 members 
Mstep: Class 10 contains 40157 members 
Mstep: Class 11 contains 18723 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 13 contains 62979 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 22657 members 
Mstep: Class 16 contains 480823 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173637 members 
Mstep: Class 20 contains 75319 members 
Mstep: Class 21 contains 61654 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 29222 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860352.000000 Penalty: 232557.843750
Iteration 94Q: 28 clusters Score -2.268604e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105676 members 
Mstep: Class 4 contains 51763 members 
Mstep: Class 5 contains 29596 members 
Mstep: Class 6 contains 34278 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7485 members 
Mstep: Class 9 contains 22719 members 
Mstep: Class 10 contains 40141 members 
Mstep: Class 11 contains 18713 members 
Mstep: Class 12 contains 15694 members 
Mstep: Class 13 contains 63028 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 22658 members 
Mstep: Class 16 contains 480886 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173640 members 
Mstep: Class 20 contains 75343 members 
Mstep: Class 21 contains 61697 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 29081 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860160.000000 Penalty: 232557.843750
Iteration 95Q: 28 clusters Score -2.268602e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105632 members 
Mstep: Class 4 contains 51761 members 
Mstep: Class 5 contains 29617 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 7489 members 
Mstep: Class 9 contains 22732 members 
Mstep: Class 10 contains 40139 members 
Mstep: Class 11 contains 18704 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 63069 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 22645 members 
Mstep: Class 16 contains 480921 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173648 members 
Mstep: Class 20 contains 75363 members 
Mstep: Class 21 contains 61731 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28963 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860192.000000 Penalty: 232557.843750
Iteration 96Q: 28 clusters Score -2.268602e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105597 members 
Mstep: Class 4 contains 51760 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 7487 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 22739 members 
Mstep: Class 10 contains 40131 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 15695 members 
Mstep: Class 13 contains 63099 members 
Mstep: Class 14 contains 11369 members 
Mstep: Class 15 contains 22650 members 
Mstep: Class 16 contains 480957 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173651 members 
Mstep: Class 20 contains 75382 members 
Mstep: Class 21 contains 61749 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28860 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860192.000000 Penalty: 232557.843750
Iteration 97Q: 28 clusters Score -2.268602e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105574 members 
Mstep: Class 4 contains 51760 members 
Mstep: Class 5 contains 29662 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 22757 members 
Mstep: Class 10 contains 40129 members 
Mstep: Class 11 contains 18685 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 63110 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 22654 members 
Mstep: Class 16 contains 480955 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173657 members 
Mstep: Class 20 contains 75402 members 
Mstep: Class 21 contains 61784 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28772 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860432.000000 Penalty: 232557.843750
Iteration 98Q: 28 clusters Score -2.268604e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105554 members 
Mstep: Class 4 contains 51758 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 22765 members 
Mstep: Class 10 contains 40128 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 15690 members 
Mstep: Class 13 contains 63134 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 22667 members 
Mstep: Class 16 contains 480976 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75416 members 
Mstep: Class 21 contains 61805 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28674 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860240.000000 Penalty: 232557.843750
Iteration 99Q: 28 clusters Score -2.268602e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105531 members 
Mstep: Class 4 contains 51750 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 7485 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 22773 members 
Mstep: Class 10 contains 40128 members 
Mstep: Class 11 contains 18676 members 
Mstep: Class 12 contains 15687 members 
Mstep: Class 13 contains 63153 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 22674 members 
Mstep: Class 16 contains 481005 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75430 members 
Mstep: Class 21 contains 61829 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28597 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860320.000000 Penalty: 232557.843750
Iteration 100F: 28 clusters Score -2.268603e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105513 members 
Mstep: Class 4 contains 51749 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 22775 members 
Mstep: Class 10 contains 40125 members 
Mstep: Class 11 contains 18673 members 
Mstep: Class 12 contains 15686 members 
Mstep: Class 13 contains 63166 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 22677 members 
Mstep: Class 16 contains 481041 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75447 members 
Mstep: Class 21 contains 61836 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28524 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860288.000000 Penalty: 232557.843750
Iteration 101Q: 28 clusters Score -2.268603e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105505 members 
Mstep: Class 4 contains 51744 members 
Mstep: Class 5 contains 29683 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 7505 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 40120 members 
Mstep: Class 11 contains 18671 members 
Mstep: Class 12 contains 15685 members 
Mstep: Class 13 contains 63178 members 
Mstep: Class 14 contains 11411 members 
Mstep: Class 15 contains 22681 members 
Mstep: Class 16 contains 481070 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173655 members 
Mstep: Class 20 contains 75455 members 
Mstep: Class 21 contains 61850 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28470 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860240.000000 Penalty: 232557.843750
Iteration 102Q: 28 clusters Score -2.268602e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105493 members 
Mstep: Class 4 contains 51740 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 34278 members 
Mstep: Class 7 contains 7489 members 
Mstep: Class 8 contains 7505 members 
Mstep: Class 9 contains 22786 members 
Mstep: Class 10 contains 40116 members 
Mstep: Class 11 contains 18667 members 
Mstep: Class 12 contains 15687 members 
Mstep: Class 13 contains 63196 members 
Mstep: Class 14 contains 11410 members 
Mstep: Class 15 contains 22677 members 
Mstep: Class 16 contains 481105 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173655 members 
Mstep: Class 20 contains 75465 members 
Mstep: Class 21 contains 61861 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28421 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859968.000000 Penalty: 232557.843750
Iteration 103Q: 28 clusters Score -2.2686e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105477 members 
Mstep: Class 4 contains 51734 members 
Mstep: Class 5 contains 29683 members 
Mstep: Class 6 contains 34277 members 
Mstep: Class 7 contains 7487 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 22788 members 
Mstep: Class 10 contains 40119 members 
Mstep: Class 11 contains 18667 members 
Mstep: Class 12 contains 15690 members 
Mstep: Class 13 contains 63202 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 22685 members 
Mstep: Class 16 contains 481141 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173658 members 
Mstep: Class 20 contains 75476 members 
Mstep: Class 21 contains 61878 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28356 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859856.000000 Penalty: 232557.843750
Iteration 104Q: 28 clusters Score -2.268599e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105457 members 
Mstep: Class 4 contains 51735 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 34276 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 22792 members 
Mstep: Class 10 contains 40118 members 
Mstep: Class 11 contains 18666 members 
Mstep: Class 12 contains 15692 members 
Mstep: Class 13 contains 63211 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 22691 members 
Mstep: Class 16 contains 481162 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173659 members 
Mstep: Class 20 contains 75481 members 
Mstep: Class 21 contains 61896 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28304 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859968.000000 Penalty: 232557.843750
Iteration 105Q: 28 clusters Score -2.2686e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105452 members 
Mstep: Class 4 contains 51731 members 
Mstep: Class 5 contains 29678 members 
Mstep: Class 6 contains 34276 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 22790 members 
Mstep: Class 10 contains 40119 members 
Mstep: Class 11 contains 18664 members 
Mstep: Class 12 contains 15692 members 
Mstep: Class 13 contains 63220 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 22694 members 
Mstep: Class 16 contains 481187 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75485 members 
Mstep: Class 21 contains 61903 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28267 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859776.000000 Penalty: 232557.843750
Iteration 106Q: 28 clusters Score -2.268598e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105441 members 
Mstep: Class 4 contains 51729 members 
Mstep: Class 5 contains 29670 members 
Mstep: Class 6 contains 34275 members 
Mstep: Class 7 contains 7492 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22795 members 
Mstep: Class 10 contains 40123 members 
Mstep: Class 11 contains 18666 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 63219 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 22694 members 
Mstep: Class 16 contains 481214 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75490 members 
Mstep: Class 21 contains 61912 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28232 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860048.000000 Penalty: 232557.843750
Iteration 107Q: 28 clusters Score -2.2686e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105429 members 
Mstep: Class 4 contains 51726 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 34276 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22800 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 18666 members 
Mstep: Class 12 contains 15697 members 
Mstep: Class 13 contains 63222 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 22692 members 
Mstep: Class 16 contains 481239 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 75494 members 
Mstep: Class 21 contains 61923 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28196 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860112.000000 Penalty: 232557.843750
Iteration 108Q: 28 clusters Score -2.268601e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105417 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22804 members 
Mstep: Class 10 contains 40126 members 
Mstep: Class 11 contains 18665 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 63231 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22696 members 
Mstep: Class 16 contains 481255 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 75497 members 
Mstep: Class 21 contains 61937 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28154 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860000.000000 Penalty: 232557.843750
Iteration 109Q: 28 clusters Score -2.2686e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105403 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 29654 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 18665 members 
Mstep: Class 12 contains 15701 members 
Mstep: Class 13 contains 63238 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22697 members 
Mstep: Class 16 contains 481294 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 75498 members 
Mstep: Class 21 contains 61944 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28110 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860000.000000 Penalty: 232557.843750
Iteration 110Q: 28 clusters Score -2.2686e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105393 members 
Mstep: Class 4 contains 51722 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 18662 members 
Mstep: Class 12 contains 15701 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22699 members 
Mstep: Class 16 contains 481319 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 75499 members 
Mstep: Class 21 contains 61951 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28072 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859952.000000 Penalty: 232557.843750
Iteration 111Q: 28 clusters Score -2.2686e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105389 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 29654 members 
Mstep: Class 6 contains 34280 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22828 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 18660 members 
Mstep: Class 12 contains 15703 members 
Mstep: Class 13 contains 63249 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22697 members 
Mstep: Class 16 contains 481335 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 75502 members 
Mstep: Class 21 contains 61960 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28041 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860048.000000 Penalty: 232557.843750
Iteration 112Q: 28 clusters Score -2.2686e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105382 members 
Mstep: Class 4 contains 51722 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 34281 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 22834 members 
Mstep: Class 10 contains 40123 members 
Mstep: Class 11 contains 18656 members 
Mstep: Class 12 contains 15703 members 
Mstep: Class 13 contains 63250 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481328 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 173664 members 
Mstep: Class 20 contains 75506 members 
Mstep: Class 21 contains 61972 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 28022 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859808.000000 Penalty: 232557.843750
Iteration 113Q: 28 clusters Score -2.268598e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105380 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 29664 members 
Mstep: Class 6 contains 34279 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 22839 members 
Mstep: Class 10 contains 40122 members 
Mstep: Class 11 contains 18649 members 
Mstep: Class 12 contains 15704 members 
Mstep: Class 13 contains 63253 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22703 members 
Mstep: Class 16 contains 481343 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 173664 members 
Mstep: Class 20 contains 75506 members 
Mstep: Class 21 contains 61980 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27995 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859616.000000 Penalty: 232557.843750
Iteration 114Q: 28 clusters Score -2.268596e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105377 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 34279 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22847 members 
Mstep: Class 10 contains 40119 members 
Mstep: Class 11 contains 18643 members 
Mstep: Class 12 contains 15708 members 
Mstep: Class 13 contains 63255 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22700 members 
Mstep: Class 16 contains 481341 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75510 members 
Mstep: Class 21 contains 61989 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27975 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859696.000000 Penalty: 232557.843750
Iteration 115Q: 28 clusters Score -2.268597e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105371 members 
Mstep: Class 4 contains 51723 members 
Mstep: Class 5 contains 29683 members 
Mstep: Class 6 contains 34279 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22853 members 
Mstep: Class 10 contains 40118 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15708 members 
Mstep: Class 13 contains 63259 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22702 members 
Mstep: Class 16 contains 481340 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75517 members 
Mstep: Class 21 contains 61991 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859648.000000 Penalty: 232557.843750
Iteration 116Q: 28 clusters Score -2.268596e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105360 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 34276 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22867 members 
Mstep: Class 10 contains 40117 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15705 members 
Mstep: Class 13 contains 63263 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22704 members 
Mstep: Class 16 contains 481347 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 75522 members 
Mstep: Class 21 contains 61994 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27927 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859904.000000 Penalty: 232557.843750
Iteration 117Q: 28 clusters Score -2.268599e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105354 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 29693 members 
Mstep: Class 6 contains 34275 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22875 members 
Mstep: Class 10 contains 40115 members 
Mstep: Class 11 contains 18643 members 
Mstep: Class 12 contains 15702 members 
Mstep: Class 13 contains 63264 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22703 members 
Mstep: Class 16 contains 481358 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173664 members 
Mstep: Class 20 contains 75523 members 
Mstep: Class 21 contains 61996 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27914 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226859696.000000 Penalty: 232557.843750
Iteration 118Q: 28 clusters Score -2.268597e+08 nChanged 59
Entering ConstructFrom: 
Score: -226859696.000000 Penalty: 232557.843750
Entering ConstructFrom: 
Trying to split cluster 1 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -430827.531250 Penalty: 4856.589844
	Iteration 0F: 2 clusters Score -430827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -425533.156250 Penalty: 9713.179688
	Iteration 0F: 3 clusters Score -425533.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -427581.187500 Penalty: 9713.179688
	Iteration 1F: 3 clusters Score -427581.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -430118.656250 Penalty: 9713.179688
	Iteration 2F: 3 clusters Score -430118.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -432143.281250 Penalty: 9713.179688
	Iteration 3F: 3 clusters Score -432143.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -433046.125000 Penalty: 9713.179688
	Iteration 4F: 3 clusters Score -433046.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -433858.750000 Penalty: 9713.179688
	Iteration 5F: 3 clusters Score -433858.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -434370.281250 Penalty: 9713.179688
	Iteration 6Q: 3 clusters Score -434370.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -434718.281250 Penalty: 9713.179688
	Iteration 7Q: 3 clusters Score -434718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -434900.312500 Penalty: 9713.179688
	Iteration 8Q: 3 clusters Score -434900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -434961.906250 Penalty: 9713.179688
	Iteration 9Q: 3 clusters Score -434961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -434977.375000 Penalty: 9713.179688
	Iteration 10Q: 3 clusters Score -434977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -434981.781250 Penalty: 9713.179688
	Iteration 11Q: 3 clusters Score -434981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -434993.000000 Penalty: 9713.179688
	Iteration 12Q: 3 clusters Score -434993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -434993.000000 Penalty: 9713.179688
	Iteration 13F: 3 clusters Score -434993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105348 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22876 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 63271 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481374 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 75523 members 
Mstep: Class 21 contains 61993 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Entering Unmasked Estep 
Score: -226860000.000000 Penalty: 241171.093750
Splitting cluster 1 changes total score from -226859696.000000 to -226860000.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1853448.625000 Penalty: 5660.923340
	Iteration 0F: 2 clusters Score -1853449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1843114.875000 Penalty: 11321.846680
	Iteration 0F: 3 clusters Score -1843115 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1845535.250000 Penalty: 11321.846680
	Iteration 1F: 3 clusters Score -1845535 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1846098.625000 Penalty: 11321.846680
	Iteration 2F: 3 clusters Score -1846099 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1846463.750000 Penalty: 11321.846680
	Iteration 3F: 3 clusters Score -1846464 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1846751.875000 Penalty: 11321.846680
	Iteration 4Q: 3 clusters Score -1846752 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1846973.750000 Penalty: 11321.846680
	Iteration 5Q: 3 clusters Score -1846974 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1847134.250000 Penalty: 11321.846680
	Iteration 6Q: 3 clusters Score -1847134 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1847275.500000 Penalty: 11321.846680
	Iteration 7Q: 3 clusters Score -1847276 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1847390.625000 Penalty: 11321.846680
	Iteration 8Q: 3 clusters Score -1847391 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1847487.250000 Penalty: 11321.846680
	Iteration 9Q: 3 clusters Score -1847487 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1847590.875000 Penalty: 11321.846680
	Iteration 10Q: 3 clusters Score -1847591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1847668.250000 Penalty: 11321.846680
	Iteration 11Q: 3 clusters Score -1847668 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1847736.000000 Penalty: 11321.846680
	Iteration 12Q: 3 clusters Score -1847736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1847813.250000 Penalty: 11321.846680
	Iteration 13Q: 3 clusters Score -1847813 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1847890.875000 Penalty: 11321.846680
	Iteration 14Q: 3 clusters Score -1847891 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1847970.500000 Penalty: 11321.846680
	Iteration 15Q: 3 clusters Score -1847970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1848038.125000 Penalty: 11321.846680
	Iteration 16Q: 3 clusters Score -1848038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1848093.000000 Penalty: 11321.846680
	Iteration 17Q: 3 clusters Score -1848093 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1848136.875000 Penalty: 11321.846680
	Iteration 18Q: 3 clusters Score -1848137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1848175.875000 Penalty: 11321.846680
	Iteration 19Q: 3 clusters Score -1848176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1848217.750000 Penalty: 11321.846680
	Iteration 20F: 3 clusters Score -1848218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1848272.000000 Penalty: 11321.846680
	Iteration 21Q: 3 clusters Score -1848272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1848319.750000 Penalty: 11321.846680
	Iteration 22Q: 3 clusters Score -1848320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1848366.625000 Penalty: 11321.846680
	Iteration 23Q: 3 clusters Score -1848367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1848422.250000 Penalty: 11321.846680
	Iteration 24Q: 3 clusters Score -1848422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1848477.000000 Penalty: 11321.846680
	Iteration 25Q: 3 clusters Score -1848477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1848531.500000 Penalty: 11321.846680
	Iteration 26Q: 3 clusters Score -1848532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1848574.625000 Penalty: 11321.846680
	Iteration 27Q: 3 clusters Score -1848575 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1848612.500000 Penalty: 11321.846680
	Iteration 28Q: 3 clusters Score -1848612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1848667.125000 Penalty: 11321.846680
	Iteration 29Q: 3 clusters Score -1848667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1848718.875000 Penalty: 11321.846680
	Iteration 30Q: 3 clusters Score -1848719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1848769.125000 Penalty: 11321.846680
	Iteration 31Q: 3 clusters Score -1848769 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1848801.125000 Penalty: 11321.846680
	Iteration 32Q: 3 clusters Score -1848801 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1848844.875000 Penalty: 11321.846680
	Iteration 33Q: 3 clusters Score -1848845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1848886.750000 Penalty: 11321.846680
	Iteration 34Q: 3 clusters Score -1848887 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1848940.500000 Penalty: 11321.846680
	Iteration 35Q: 3 clusters Score -1848940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1849004.500000 Penalty: 11321.846680
	Iteration 36Q: 3 clusters Score -1849004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1849077.500000 Penalty: 11321.846680
	Iteration 37Q: 3 clusters Score -1849078 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1849181.750000 Penalty: 11321.846680
	Iteration 38Q: 3 clusters Score -1849182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1849288.375000 Penalty: 11321.846680
	Iteration 39Q: 3 clusters Score -1849288 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1849400.375000 Penalty: 11321.846680
	Iteration 40F: 3 clusters Score -1849400 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1849527.500000 Penalty: 11321.846680
	Iteration 41Q: 3 clusters Score -1849528 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1849670.250000 Penalty: 11321.846680
	Iteration 42Q: 3 clusters Score -1849670 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1849838.250000 Penalty: 11321.846680
	Iteration 43Q: 3 clusters Score -1849838 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1850018.750000 Penalty: 11321.846680
	Iteration 44Q: 3 clusters Score -1850019 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1850237.750000 Penalty: 11321.846680
	Iteration 45Q: 3 clusters Score -1850238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1850480.750000 Penalty: 11321.846680
	Iteration 46Q: 3 clusters Score -1850481 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1850746.750000 Penalty: 11321.846680
	Iteration 47Q: 3 clusters Score -1850747 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1851019.875000 Penalty: 11321.846680
	Iteration 48Q: 3 clusters Score -1851020 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1851227.875000 Penalty: 11321.846680
	Iteration 49Q: 3 clusters Score -1851228 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1851386.125000 Penalty: 11321.846680
	Iteration 50Q: 3 clusters Score -1851386 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1851521.000000 Penalty: 11321.846680
	Iteration 51Q: 3 clusters Score -1851521 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1851634.000000 Penalty: 11321.846680
	Iteration 52Q: 3 clusters Score -1851634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1851719.125000 Penalty: 11321.846680
	Iteration 53Q: 3 clusters Score -1851719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1851806.625000 Penalty: 11321.846680
	Iteration 54Q: 3 clusters Score -1851807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1851863.000000 Penalty: 11321.846680
	Iteration 55Q: 3 clusters Score -1851863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1851894.750000 Penalty: 11321.846680
	Iteration 56Q: 3 clusters Score -1851895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1851920.250000 Penalty: 11321.846680
	Iteration 57Q: 3 clusters Score -1851920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1851954.625000 Penalty: 11321.846680
	Iteration 58Q: 3 clusters Score -1851955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1851970.625000 Penalty: 11321.846680
	Iteration 59Q: 3 clusters Score -1851971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1851979.625000 Penalty: 11321.846680
	Iteration 60F: 3 clusters Score -1851980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1851996.000000 Penalty: 11321.846680
	Iteration 61Q: 3 clusters Score -1851996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1852002.375000 Penalty: 11321.846680
	Iteration 62Q: 3 clusters Score -1852002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1852017.250000 Penalty: 11321.846680
	Iteration 63Q: 3 clusters Score -1852017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1852035.875000 Penalty: 11321.846680
	Iteration 64Q: 3 clusters Score -1852036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1852053.125000 Penalty: 11321.846680
	Iteration 65Q: 3 clusters Score -1852053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1852069.750000 Penalty: 11321.846680
	Iteration 66Q: 3 clusters Score -1852070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1852078.250000 Penalty: 11321.846680
	Iteration 67Q: 3 clusters Score -1852078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1852086.500000 Penalty: 11321.846680
	Iteration 68Q: 3 clusters Score -1852086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1852097.625000 Penalty: 11321.846680
	Iteration 69Q: 3 clusters Score -1852098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1852111.000000 Penalty: 11321.846680
	Iteration 70Q: 3 clusters Score -1852111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1852127.125000 Penalty: 11321.846680
	Iteration 71Q: 3 clusters Score -1852127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1852133.125000 Penalty: 11321.846680
	Iteration 72Q: 3 clusters Score -1852133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1852147.375000 Penalty: 11321.846680
	Iteration 73Q: 3 clusters Score -1852147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1852152.125000 Penalty: 11321.846680
	Iteration 74Q: 3 clusters Score -1852152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1852152.375000 Penalty: 11321.846680
	Iteration 75Q: 3 clusters Score -1852152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1852154.875000 Penalty: 11321.846680
	Iteration 76Q: 3 clusters Score -1852155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1852152.000000 Penalty: 11321.846680
	Iteration 77Q: 3 clusters Score -1852152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1852153.875000 Penalty: 11321.846680
	Iteration 78Q: 3 clusters Score -1852154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1852154.375000 Penalty: 11321.846680
	Iteration 79Q: 3 clusters Score -1852154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1852156.250000 Penalty: 11321.846680
	Iteration 80F: 3 clusters Score -1852156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1852159.500000 Penalty: 11321.846680
	Iteration 81Q: 3 clusters Score -1852160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1852160.250000 Penalty: 11321.846680
	Iteration 82Q: 3 clusters Score -1852160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1852163.125000 Penalty: 11321.846680
	Iteration 83Q: 3 clusters Score -1852163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1852167.625000 Penalty: 11321.846680
	Iteration 84Q: 3 clusters Score -1852168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1852166.125000 Penalty: 11321.846680
	Iteration 85Q: 3 clusters Score -1852166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1852166.125000 Penalty: 11321.846680
	Iteration 86F: 3 clusters Score -1852166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Entering Unmasked Estep 
Score: -18899064.000000 Penalty: 7083.577637
	Iteration 0F: 2 clusters Score -1.889906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -18827260.000000 Penalty: 14167.155273
	Iteration 0F: 3 clusters Score -1.882726e+07 nChanged 48133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -18853920.000000 Penalty: 14167.155273
	Iteration 1F: 3 clusters Score -1.885392e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -18854994.000000 Penalty: 14167.155273
	Iteration 2Q: 3 clusters Score -1.885499e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -18856220.000000 Penalty: 14167.155273
	Iteration 3Q: 3 clusters Score -1.885622e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -18857822.000000 Penalty: 14167.155273
	Iteration 4Q: 3 clusters Score -1.885782e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -18860022.000000 Penalty: 14167.155273
	Iteration 5Q: 3 clusters Score -1.886002e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -18862666.000000 Penalty: 14167.155273
	Iteration 6Q: 3 clusters Score -1.886267e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -18865612.000000 Penalty: 14167.155273
	Iteration 7F: 3 clusters Score -1.886561e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -18868630.000000 Penalty: 14167.155273
	Iteration 8F: 3 clusters Score -1.886863e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -18871966.000000 Penalty: 14167.155273
	Iteration 9F: 3 clusters Score -1.887197e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -18876228.000000 Penalty: 14167.155273
	Iteration 10F: 3 clusters Score -1.887623e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -18881456.000000 Penalty: 14167.155273
	Iteration 11F: 3 clusters Score -1.888146e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -18887092.000000 Penalty: 14167.155273
	Iteration 12F: 3 clusters Score -1.888709e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -18891624.000000 Penalty: 14167.155273
	Iteration 13Q: 3 clusters Score -1.889162e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -18894218.000000 Penalty: 14167.155273
	Iteration 14Q: 3 clusters Score -1.889422e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -18895434.000000 Penalty: 14167.155273
	Iteration 15Q: 3 clusters Score -1.889543e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -18895956.000000 Penalty: 14167.155273
	Iteration 16Q: 3 clusters Score -1.889596e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -18896200.000000 Penalty: 14167.155273
	Iteration 17Q: 3 clusters Score -1.88962e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -18896364.000000 Penalty: 14167.155273
	Iteration 18Q: 3 clusters Score -1.889636e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -18896500.000000 Penalty: 14167.155273
	Iteration 19Q: 3 clusters Score -1.88965e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -18896580.000000 Penalty: 14167.155273
	Iteration 20F: 3 clusters Score -1.889658e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -18896654.000000 Penalty: 14167.155273
	Iteration 21Q: 3 clusters Score -1.889665e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -18896660.000000 Penalty: 14167.155273
	Iteration 22Q: 3 clusters Score -1.889666e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -18896734.000000 Penalty: 14167.155273
	Iteration 23Q: 3 clusters Score -1.889673e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -18896796.000000 Penalty: 14167.155273
	Iteration 24Q: 3 clusters Score -1.88968e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -18896794.000000 Penalty: 14167.155273
	Iteration 25Q: 3 clusters Score -1.889679e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -18896808.000000 Penalty: 14167.155273
	Iteration 26Q: 3 clusters Score -1.889681e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -18896830.000000 Penalty: 14167.155273
	Iteration 27Q: 3 clusters Score -1.889683e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -18896808.000000 Penalty: 14167.155273
	Iteration 28Q: 3 clusters Score -1.889681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -18896826.000000 Penalty: 14167.155273
	Iteration 29Q: 3 clusters Score -1.889683e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -18896814.000000 Penalty: 14167.155273
	Iteration 30Q: 3 clusters Score -1.889681e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -18896838.000000 Penalty: 14167.155273
	Iteration 31Q: 3 clusters Score -1.889684e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -18896848.000000 Penalty: 14167.155273
	Iteration 32Q: 3 clusters Score -1.889685e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -18896858.000000 Penalty: 14167.155273
	Iteration 33Q: 3 clusters Score -1.889686e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -18896888.000000 Penalty: 14167.155273
	Iteration 34Q: 3 clusters Score -1.889689e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -18896882.000000 Penalty: 14167.155273
	Iteration 35Q: 3 clusters Score -1.889688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 90513 members 
Entering Unmasked Estep 
Score: -18896890.000000 Penalty: 14167.155273
	Iteration 36Q: 3 clusters Score -1.889689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -18896918.000000 Penalty: 14167.155273
	Iteration 37Q: 3 clusters Score -1.889692e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -18896922.000000 Penalty: 14167.155273
	Iteration 38Q: 3 clusters Score -1.889692e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -18896922.000000 Penalty: 14167.155273
	Iteration 39Q: 3 clusters Score -1.889692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -18896900.000000 Penalty: 14167.155273
	Iteration 40F: 3 clusters Score -1.88969e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -18896884.000000 Penalty: 14167.155273
	Iteration 41Q: 3 clusters Score -1.889688e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -18896882.000000 Penalty: 14167.155273
	Iteration 42Q: 3 clusters Score -1.889688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -18896890.000000 Penalty: 14167.155273
	Iteration 43Q: 3 clusters Score -1.889689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -18896898.000000 Penalty: 14167.155273
	Iteration 44Q: 3 clusters Score -1.88969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -18896896.000000 Penalty: 14167.155273
	Iteration 45Q: 3 clusters Score -1.88969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -18896924.000000 Penalty: 14167.155273
	Iteration 46Q: 3 clusters Score -1.889692e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -18896948.000000 Penalty: 14167.155273
	Iteration 47Q: 3 clusters Score -1.889695e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -18896956.000000 Penalty: 14167.155273
	Iteration 48Q: 3 clusters Score -1.889696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -18896948.000000 Penalty: 14167.155273
	Iteration 49Q: 3 clusters Score -1.889695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -18896972.000000 Penalty: 14167.155273
	Iteration 50Q: 3 clusters Score -1.889697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -18896942.000000 Penalty: 14167.155273
	Iteration 51Q: 3 clusters Score -1.889694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -18896966.000000 Penalty: 14167.155273
	Iteration 52Q: 3 clusters Score -1.889697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -18896946.000000 Penalty: 14167.155273
	Iteration 53Q: 3 clusters Score -1.889695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -18896932.000000 Penalty: 14167.155273
	Iteration 54Q: 3 clusters Score -1.889693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -18896940.000000 Penalty: 14167.155273
	Iteration 55Q: 3 clusters Score -1.889694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -18896944.000000 Penalty: 14167.155273
	Iteration 56Q: 3 clusters Score -1.889694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -18896946.000000 Penalty: 14167.155273
	Iteration 57Q: 3 clusters Score -1.889695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -18896944.000000 Penalty: 14167.155273
	Iteration 58Q: 3 clusters Score -1.889694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -18896948.000000 Penalty: 14167.155273
	Iteration 59Q: 3 clusters Score -1.889695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -18896950.000000 Penalty: 14167.155273
	Iteration 60F: 3 clusters Score -1.889695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -18896930.000000 Penalty: 14167.155273
	Iteration 61Q: 3 clusters Score -1.889693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -18896956.000000 Penalty: 14167.155273
	Iteration 62Q: 3 clusters Score -1.889696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -18896952.000000 Penalty: 14167.155273
	Iteration 63Q: 3 clusters Score -1.889695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -18896966.000000 Penalty: 14167.155273
	Iteration 64Q: 3 clusters Score -1.889697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -18896960.000000 Penalty: 14167.155273
	Iteration 65Q: 3 clusters Score -1.889696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -18896938.000000 Penalty: 14167.155273
	Iteration 66Q: 3 clusters Score -1.889694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -18896956.000000 Penalty: 14167.155273
	Iteration 67Q: 3 clusters Score -1.889696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -18896952.000000 Penalty: 14167.155273
	Iteration 68Q: 3 clusters Score -1.889695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -18896966.000000 Penalty: 14167.155273
	Iteration 69Q: 3 clusters Score -1.889697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -18896956.000000 Penalty: 14167.155273
	Iteration 70Q: 3 clusters Score -1.889696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -18896944.000000 Penalty: 14167.155273
	Iteration 71Q: 3 clusters Score -1.889694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -18896940.000000 Penalty: 14167.155273
	Iteration 72Q: 3 clusters Score -1.889694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -18896950.000000 Penalty: 14167.155273
	Iteration 73Q: 3 clusters Score -1.889695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -18896960.000000 Penalty: 14167.155273
	Iteration 74Q: 3 clusters Score -1.889696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -18896950.000000 Penalty: 14167.155273
	Iteration 75Q: 3 clusters Score -1.889695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -18896938.000000 Penalty: 14167.155273
	Iteration 76Q: 3 clusters Score -1.889694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -18896920.000000 Penalty: 14167.155273
	Iteration 77Q: 3 clusters Score -1.889692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -18896930.000000 Penalty: 14167.155273
	Iteration 78Q: 3 clusters Score -1.889693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -18896924.000000 Penalty: 14167.155273
	Iteration 79Q: 3 clusters Score -1.889692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -18896928.000000 Penalty: 14167.155273
	Iteration 80F: 3 clusters Score -1.889693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -18896922.000000 Penalty: 14167.155273
	Iteration 81Q: 3 clusters Score -1.889692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -18896918.000000 Penalty: 14167.155273
	Iteration 82Q: 3 clusters Score -1.889692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -18896898.000000 Penalty: 14167.155273
	Iteration 83Q: 3 clusters Score -1.88969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -18896900.000000 Penalty: 14167.155273
	Iteration 84Q: 3 clusters Score -1.88969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -18896916.000000 Penalty: 14167.155273
	Iteration 85Q: 3 clusters Score -1.889692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -18896916.000000 Penalty: 14167.155273
	Iteration 86Q: 3 clusters Score -1.889692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -18896924.000000 Penalty: 14167.155273
	Iteration 87Q: 3 clusters Score -1.889692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -18896928.000000 Penalty: 14167.155273
	Iteration 88Q: 3 clusters Score -1.889693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -18896922.000000 Penalty: 14167.155273
	Iteration 89Q: 3 clusters Score -1.889692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -18896938.000000 Penalty: 14167.155273
	Iteration 90Q: 3 clusters Score -1.889694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 91397 members 
Entering Unmasked Estep 
Score: -18896938.000000 Penalty: 14167.155273
	Iteration 91Q: 3 clusters Score -1.889694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -18896936.000000 Penalty: 14167.155273
	Iteration 92Q: 3 clusters Score -1.889694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -18896942.000000 Penalty: 14167.155273
	Iteration 93Q: 3 clusters Score -1.889694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -18896914.000000 Penalty: 14167.155273
	Iteration 94Q: 3 clusters Score -1.889691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -18896912.000000 Penalty: 14167.155273
	Iteration 95Q: 3 clusters Score -1.889691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -18896900.000000 Penalty: 14167.155273
	Iteration 96Q: 3 clusters Score -1.88969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -18896906.000000 Penalty: 14167.155273
	Iteration 97Q: 3 clusters Score -1.889691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -18896914.000000 Penalty: 14167.155273
	Iteration 98Q: 3 clusters Score -1.889691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -18896920.000000 Penalty: 14167.155273
	Iteration 99Q: 3 clusters Score -1.889692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -18896918.000000 Penalty: 14167.155273
	Iteration 100F: 3 clusters Score -1.889692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Entering Unmasked Estep 
Score: -9408803.000000 Penalty: 6647.829590
	Iteration 0F: 2 clusters Score -9408803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -9372043.000000 Penalty: 13295.659180
	Iteration 0F: 3 clusters Score -9372043 nChanged 22745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9384198.000000 Penalty: 13295.659180
	Iteration 1F: 3 clusters Score -9384198 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -9385052.000000 Penalty: 13295.659180
	Iteration 2Q: 3 clusters Score -9385052 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -9385708.000000 Penalty: 13295.659180
	Iteration 3Q: 3 clusters Score -9385708 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -9386235.000000 Penalty: 13295.659180
	Iteration 4Q: 3 clusters Score -9386235 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -9386671.000000 Penalty: 13295.659180
	Iteration 5Q: 3 clusters Score -9386671 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -9387186.000000 Penalty: 13295.659180
	Iteration 6Q: 3 clusters Score -9387186 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -9387638.000000 Penalty: 13295.659180
	Iteration 7Q: 3 clusters Score -9387638 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -9388127.000000 Penalty: 13295.659180
	Iteration 8Q: 3 clusters Score -9388127 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -9388708.000000 Penalty: 13295.659180
	Iteration 9Q: 3 clusters Score -9388708 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -9389461.000000 Penalty: 13295.659180
	Iteration 10Q: 3 clusters Score -9389461 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -9390538.000000 Penalty: 13295.659180
	Iteration 11Q: 3 clusters Score -9390538 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -9391881.000000 Penalty: 13295.659180
	Iteration 12Q: 3 clusters Score -9391881 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -9393764.000000 Penalty: 13295.659180
	Iteration 13F: 3 clusters Score -9393764 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -9396020.000000 Penalty: 13295.659180
	Iteration 14F: 3 clusters Score -9396020 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -9398291.000000 Penalty: 13295.659180
	Iteration 15F: 3 clusters Score -9398291 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -9400279.000000 Penalty: 13295.659180
	Iteration 16Q: 3 clusters Score -9400279 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -9401538.000000 Penalty: 13295.659180
	Iteration 17Q: 3 clusters Score -9401538 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -9402189.000000 Penalty: 13295.659180
	Iteration 18Q: 3 clusters Score -9402189 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -9402524.000000 Penalty: 13295.659180
	Iteration 19Q: 3 clusters Score -9402524 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -9402749.000000 Penalty: 13295.659180
	Iteration 20F: 3 clusters Score -9402749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -9402852.000000 Penalty: 13295.659180
	Iteration 21Q: 3 clusters Score -9402852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -9402927.000000 Penalty: 13295.659180
	Iteration 22Q: 3 clusters Score -9402927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9402979.000000 Penalty: 13295.659180
	Iteration 23Q: 3 clusters Score -9402979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -9402994.000000 Penalty: 13295.659180
	Iteration 24Q: 3 clusters Score -9402994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9403003.000000 Penalty: 13295.659180
	Iteration 25Q: 3 clusters Score -9403003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -9403019.000000 Penalty: 13295.659180
	Iteration 26Q: 3 clusters Score -9403019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -9403040.000000 Penalty: 13295.659180
	Iteration 27Q: 3 clusters Score -9403040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -9403043.000000 Penalty: 13295.659180
	Iteration 28Q: 3 clusters Score -9403043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -9403049.000000 Penalty: 13295.659180
	Iteration 29Q: 3 clusters Score -9403049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -9403047.000000 Penalty: 13295.659180
	Iteration 30Q: 3 clusters Score -9403047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -9403055.000000 Penalty: 13295.659180
	Iteration 31Q: 3 clusters Score -9403055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -9403055.000000 Penalty: 13295.659180
	Iteration 32F: 3 clusters Score -9403055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Entering Unmasked Estep 
Score: -5378254.000000 Penalty: 6308.098145
	Iteration 0F: 2 clusters Score -5378254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5355593.000000 Penalty: 12616.196289
	Iteration 0F: 3 clusters Score -5355593 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5362383.500000 Penalty: 12616.196289
	Iteration 1F: 3 clusters Score -5362384 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5363184.000000 Penalty: 12616.196289
	Iteration 2F: 3 clusters Score -5363184 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5363826.500000 Penalty: 12616.196289
	Iteration 3Q: 3 clusters Score -5363826 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -5364507.000000 Penalty: 12616.196289
	Iteration 4Q: 3 clusters Score -5364507 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5365235.000000 Penalty: 12616.196289
	Iteration 5Q: 3 clusters Score -5365235 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5366077.500000 Penalty: 12616.196289
	Iteration 6Q: 3 clusters Score -5366078 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5367079.500000 Penalty: 12616.196289
	Iteration 7F: 3 clusters Score -5367080 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -5367952.000000 Penalty: 12616.196289
	Iteration 8Q: 3 clusters Score -5367952 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -5368718.500000 Penalty: 12616.196289
	Iteration 9Q: 3 clusters Score -5368718 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5369350.500000 Penalty: 12616.196289
	Iteration 10Q: 3 clusters Score -5369350 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5369848.000000 Penalty: 12616.196289
	Iteration 11Q: 3 clusters Score -5369848 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5370242.000000 Penalty: 12616.196289
	Iteration 12Q: 3 clusters Score -5370242 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5370556.000000 Penalty: 12616.196289
	Iteration 13Q: 3 clusters Score -5370556 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5370826.000000 Penalty: 12616.196289
	Iteration 14Q: 3 clusters Score -5370826 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5371054.500000 Penalty: 12616.196289
	Iteration 15Q: 3 clusters Score -5371054 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5371296.000000 Penalty: 12616.196289
	Iteration 16Q: 3 clusters Score -5371296 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5371518.000000 Penalty: 12616.196289
	Iteration 17Q: 3 clusters Score -5371518 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5371705.000000 Penalty: 12616.196289
	Iteration 18Q: 3 clusters Score -5371705 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -5371853.000000 Penalty: 12616.196289
	Iteration 19Q: 3 clusters Score -5371853 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5372012.000000 Penalty: 12616.196289
	Iteration 20F: 3 clusters Score -5372012 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -5372160.500000 Penalty: 12616.196289
	Iteration 21Q: 3 clusters Score -5372160 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -5372275.000000 Penalty: 12616.196289
	Iteration 22Q: 3 clusters Score -5372275 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5372379.000000 Penalty: 12616.196289
	Iteration 23Q: 3 clusters Score -5372379 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -5372468.000000 Penalty: 12616.196289
	Iteration 24Q: 3 clusters Score -5372468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -5372541.500000 Penalty: 12616.196289
	Iteration 25Q: 3 clusters Score -5372542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5372597.000000 Penalty: 12616.196289
	Iteration 26Q: 3 clusters Score -5372597 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5372632.000000 Penalty: 12616.196289
	Iteration 27Q: 3 clusters Score -5372632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -5372658.500000 Penalty: 12616.196289
	Iteration 28Q: 3 clusters Score -5372658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -5372672.500000 Penalty: 12616.196289
	Iteration 29Q: 3 clusters Score -5372672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5372687.000000 Penalty: 12616.196289
	Iteration 30Q: 3 clusters Score -5372687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5372702.500000 Penalty: 12616.196289
	Iteration 31Q: 3 clusters Score -5372702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5372730.000000 Penalty: 12616.196289
	Iteration 32Q: 3 clusters Score -5372730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5372727.500000 Penalty: 12616.196289
	Iteration 33Q: 3 clusters Score -5372728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5372745.500000 Penalty: 12616.196289
	Iteration 34Q: 3 clusters Score -5372746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5372761.000000 Penalty: 12616.196289
	Iteration 35Q: 3 clusters Score -5372761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -5372771.000000 Penalty: 12616.196289
	Iteration 36Q: 3 clusters Score -5372771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -5372785.000000 Penalty: 12616.196289
	Iteration 37Q: 3 clusters Score -5372785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -5372803.500000 Penalty: 12616.196289
	Iteration 38Q: 3 clusters Score -5372804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5372816.500000 Penalty: 12616.196289
	Iteration 39Q: 3 clusters Score -5372816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -5372823.500000 Penalty: 12616.196289
	Iteration 40F: 3 clusters Score -5372824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -5372833.000000 Penalty: 12616.196289
	Iteration 41Q: 3 clusters Score -5372833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -5372836.500000 Penalty: 12616.196289
	Iteration 42Q: 3 clusters Score -5372836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5372845.000000 Penalty: 12616.196289
	Iteration 43Q: 3 clusters Score -5372845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -5372844.000000 Penalty: 12616.196289
	Iteration 44Q: 3 clusters Score -5372844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5372858.000000 Penalty: 12616.196289
	Iteration 45Q: 3 clusters Score -5372858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5372865.500000 Penalty: 12616.196289
	Iteration 46Q: 3 clusters Score -5372866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -5372879.500000 Penalty: 12616.196289
	Iteration 47Q: 3 clusters Score -5372880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -5372876.500000 Penalty: 12616.196289
	Iteration 48Q: 3 clusters Score -5372876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5372878.000000 Penalty: 12616.196289
	Iteration 49Q: 3 clusters Score -5372878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -5372880.000000 Penalty: 12616.196289
	Iteration 50Q: 3 clusters Score -5372880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -5372883.500000 Penalty: 12616.196289
	Iteration 51Q: 3 clusters Score -5372884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -5372876.500000 Penalty: 12616.196289
	Iteration 52Q: 3 clusters Score -5372876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5372873.500000 Penalty: 12616.196289
	Iteration 53Q: 3 clusters Score -5372874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5372871.500000 Penalty: 12616.196289
	Iteration 54Q: 3 clusters Score -5372872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -5372876.000000 Penalty: 12616.196289
	Iteration 55Q: 3 clusters Score -5372876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5372868.000000 Penalty: 12616.196289
	Iteration 56Q: 3 clusters Score -5372868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -5372870.000000 Penalty: 12616.196289
	Iteration 57Q: 3 clusters Score -5372870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -5372874.000000 Penalty: 12616.196289
	Iteration 58Q: 3 clusters Score -5372874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5372891.000000 Penalty: 12616.196289
	Iteration 59Q: 3 clusters Score -5372891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -5372889.000000 Penalty: 12616.196289
	Iteration 60F: 3 clusters Score -5372889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -5372897.500000 Penalty: 12616.196289
	Iteration 61Q: 3 clusters Score -5372898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -5372905.000000 Penalty: 12616.196289
	Iteration 62Q: 3 clusters Score -5372905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -5372912.000000 Penalty: 12616.196289
	Iteration 63Q: 3 clusters Score -5372912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5372911.000000 Penalty: 12616.196289
	Iteration 64Q: 3 clusters Score -5372911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5372913.500000 Penalty: 12616.196289
	Iteration 65Q: 3 clusters Score -5372914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5372906.500000 Penalty: 12616.196289
	Iteration 66Q: 3 clusters Score -5372906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -5372910.000000 Penalty: 12616.196289
	Iteration 67Q: 3 clusters Score -5372910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5372909.000000 Penalty: 12616.196289
	Iteration 68Q: 3 clusters Score -5372909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -5372909.500000 Penalty: 12616.196289
	Iteration 69Q: 3 clusters Score -5372910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5372910.500000 Penalty: 12616.196289
	Iteration 70Q: 3 clusters Score -5372910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5372910.500000 Penalty: 12616.196289
	Iteration 71F: 3 clusters Score -5372910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Entering Unmasked Estep 
Score: -6186987.500000 Penalty: 6395.793945
	Iteration 0F: 2 clusters Score -6186988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -6161412.000000 Penalty: 12791.587891
	Iteration 0F: 3 clusters Score -6161412 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -6169187.000000 Penalty: 12791.587891
	Iteration 1F: 3 clusters Score -6169187 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -6169952.000000 Penalty: 12791.587891
	Iteration 2F: 3 clusters Score -6169952 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6170515.500000 Penalty: 12791.587891
	Iteration 3Q: 3 clusters Score -6170516 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -6170978.500000 Penalty: 12791.587891
	Iteration 4Q: 3 clusters Score -6170978 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6171457.000000 Penalty: 12791.587891
	Iteration 5Q: 3 clusters Score -6171457 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -6171970.000000 Penalty: 12791.587891
	Iteration 6Q: 3 clusters Score -6171970 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -6172613.000000 Penalty: 12791.587891
	Iteration 7Q: 3 clusters Score -6172613 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -6173339.000000 Penalty: 12791.587891
	Iteration 8Q: 3 clusters Score -6173339 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -6174087.000000 Penalty: 12791.587891
	Iteration 9Q: 3 clusters Score -6174087 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -6174805.000000 Penalty: 12791.587891
	Iteration 10Q: 3 clusters Score -6174805 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6175523.000000 Penalty: 12791.587891
	Iteration 11Q: 3 clusters Score -6175523 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -6176133.000000 Penalty: 12791.587891
	Iteration 12Q: 3 clusters Score -6176133 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -6176644.500000 Penalty: 12791.587891
	Iteration 13Q: 3 clusters Score -6176644 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -6177126.000000 Penalty: 12791.587891
	Iteration 14Q: 3 clusters Score -6177126 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -6177485.000000 Penalty: 12791.587891
	Iteration 15Q: 3 clusters Score -6177485 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -6177808.000000 Penalty: 12791.587891
	Iteration 16Q: 3 clusters Score -6177808 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6178116.500000 Penalty: 12791.587891
	Iteration 17Q: 3 clusters Score -6178116 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -6178400.000000 Penalty: 12791.587891
	Iteration 18Q: 3 clusters Score -6178400 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -6178698.000000 Penalty: 12791.587891
	Iteration 19Q: 3 clusters Score -6178698 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -6179003.500000 Penalty: 12791.587891
	Iteration 20F: 3 clusters Score -6179004 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -6179255.500000 Penalty: 12791.587891
	Iteration 21Q: 3 clusters Score -6179256 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6179451.500000 Penalty: 12791.587891
	Iteration 22Q: 3 clusters Score -6179452 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -6179708.000000 Penalty: 12791.587891
	Iteration 23Q: 3 clusters Score -6179708 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -6179905.500000 Penalty: 12791.587891
	Iteration 24Q: 3 clusters Score -6179906 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -6180067.500000 Penalty: 12791.587891
	Iteration 25Q: 3 clusters Score -6180068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -6180225.000000 Penalty: 12791.587891
	Iteration 26Q: 3 clusters Score -6180225 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -6180363.000000 Penalty: 12791.587891
	Iteration 27Q: 3 clusters Score -6180363 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -6180476.500000 Penalty: 12791.587891
	Iteration 28Q: 3 clusters Score -6180476 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6180604.500000 Penalty: 12791.587891
	Iteration 29Q: 3 clusters Score -6180604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -6180739.500000 Penalty: 12791.587891
	Iteration 30Q: 3 clusters Score -6180740 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -6180847.000000 Penalty: 12791.587891
	Iteration 31Q: 3 clusters Score -6180847 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -6180971.500000 Penalty: 12791.587891
	Iteration 32Q: 3 clusters Score -6180972 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -6181096.000000 Penalty: 12791.587891
	Iteration 33Q: 3 clusters Score -6181096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -6181184.000000 Penalty: 12791.587891
	Iteration 34Q: 3 clusters Score -6181184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -6181251.500000 Penalty: 12791.587891
	Iteration 35Q: 3 clusters Score -6181252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -6181320.500000 Penalty: 12791.587891
	Iteration 36Q: 3 clusters Score -6181320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -6181374.500000 Penalty: 12791.587891
	Iteration 37Q: 3 clusters Score -6181374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -6181442.500000 Penalty: 12791.587891
	Iteration 38Q: 3 clusters Score -6181442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6181477.000000 Penalty: 12791.587891
	Iteration 39Q: 3 clusters Score -6181477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -6181504.500000 Penalty: 12791.587891
	Iteration 40F: 3 clusters Score -6181504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -6181542.500000 Penalty: 12791.587891
	Iteration 41Q: 3 clusters Score -6181542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6181559.000000 Penalty: 12791.587891
	Iteration 42Q: 3 clusters Score -6181559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6181601.500000 Penalty: 12791.587891
	Iteration 43Q: 3 clusters Score -6181602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6181629.500000 Penalty: 12791.587891
	Iteration 44Q: 3 clusters Score -6181630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6181642.500000 Penalty: 12791.587891
	Iteration 45Q: 3 clusters Score -6181642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -6181659.500000 Penalty: 12791.587891
	Iteration 46Q: 3 clusters Score -6181660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -6181674.000000 Penalty: 12791.587891
	Iteration 47Q: 3 clusters Score -6181674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -6181674.000000 Penalty: 12791.587891
	Iteration 48Q: 3 clusters Score -6181674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -6181690.500000 Penalty: 12791.587891
	Iteration 49Q: 3 clusters Score -6181690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -6181703.500000 Penalty: 12791.587891
	Iteration 50Q: 3 clusters Score -6181704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -6181700.500000 Penalty: 12791.587891
	Iteration 51Q: 3 clusters Score -6181700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -6181706.000000 Penalty: 12791.587891
	Iteration 52Q: 3 clusters Score -6181706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -6181715.500000 Penalty: 12791.587891
	Iteration 53Q: 3 clusters Score -6181716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -6181730.000000 Penalty: 12791.587891
	Iteration 54Q: 3 clusters Score -6181730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -6181742.500000 Penalty: 12791.587891
	Iteration 55Q: 3 clusters Score -6181742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -6181737.500000 Penalty: 12791.587891
	Iteration 56Q: 3 clusters Score -6181738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -6181758.500000 Penalty: 12791.587891
	Iteration 57Q: 3 clusters Score -6181758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6181759.000000 Penalty: 12791.587891
	Iteration 58Q: 3 clusters Score -6181759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -6181773.500000 Penalty: 12791.587891
	Iteration 59Q: 3 clusters Score -6181774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -6181778.000000 Penalty: 12791.587891
	Iteration 60F: 3 clusters Score -6181778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6181776.500000 Penalty: 12791.587891
	Iteration 61Q: 3 clusters Score -6181776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -6181784.000000 Penalty: 12791.587891
	Iteration 62Q: 3 clusters Score -6181784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6181785.500000 Penalty: 12791.587891
	Iteration 63Q: 3 clusters Score -6181786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -6181790.000000 Penalty: 12791.587891
	Iteration 64Q: 3 clusters Score -6181790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6181783.000000 Penalty: 12791.587891
	Iteration 65Q: 3 clusters Score -6181783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6181787.500000 Penalty: 12791.587891
	Iteration 66Q: 3 clusters Score -6181788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -6181787.500000 Penalty: 12791.587891
	Iteration 67Q: 3 clusters Score -6181788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6181782.500000 Penalty: 12791.587891
	Iteration 68Q: 3 clusters Score -6181782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6181791.500000 Penalty: 12791.587891
	Iteration 69Q: 3 clusters Score -6181792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -6181797.500000 Penalty: 12791.587891
	Iteration 70Q: 3 clusters Score -6181798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6181798.500000 Penalty: 12791.587891
	Iteration 71Q: 3 clusters Score -6181798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6181808.500000 Penalty: 12791.587891
	Iteration 72Q: 3 clusters Score -6181808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -6181804.000000 Penalty: 12791.587891
	Iteration 73Q: 3 clusters Score -6181804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6181823.500000 Penalty: 12791.587891
	Iteration 74Q: 3 clusters Score -6181824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -6181818.500000 Penalty: 12791.587891
	Iteration 75Q: 3 clusters Score -6181818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -6181817.500000 Penalty: 12791.587891
	Iteration 76Q: 3 clusters Score -6181818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6181825.500000 Penalty: 12791.587891
	Iteration 77Q: 3 clusters Score -6181826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -6181824.000000 Penalty: 12791.587891
	Iteration 78Q: 3 clusters Score -6181824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -6181824.000000 Penalty: 12791.587891
	Iteration 79F: 3 clusters Score -6181824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Entering Unmasked Estep 
Score: -1321102.250000 Penalty: 5464.637695
	Iteration 0F: 2 clusters Score -1321102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1312418.625000 Penalty: 10929.275391
	Iteration 0F: 3 clusters Score -1312419 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1314049.500000 Penalty: 10929.275391
	Iteration 1F: 3 clusters Score -1314050 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1314480.250000 Penalty: 10929.275391
	Iteration 2F: 3 clusters Score -1314480 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1314734.625000 Penalty: 10929.275391
	Iteration 3Q: 3 clusters Score -1314735 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1314933.250000 Penalty: 10929.275391
	Iteration 4Q: 3 clusters Score -1314933 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1315103.125000 Penalty: 10929.275391
	Iteration 5Q: 3 clusters Score -1315103 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1315288.125000 Penalty: 10929.275391
	Iteration 6Q: 3 clusters Score -1315288 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1315504.625000 Penalty: 10929.275391
	Iteration 7Q: 3 clusters Score -1315505 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1315747.500000 Penalty: 10929.275391
	Iteration 8Q: 3 clusters Score -1315748 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1316044.500000 Penalty: 10929.275391
	Iteration 9Q: 3 clusters Score -1316044 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1316365.625000 Penalty: 10929.275391
	Iteration 10Q: 3 clusters Score -1316366 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1316703.750000 Penalty: 10929.275391
	Iteration 11Q: 3 clusters Score -1316704 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1317024.875000 Penalty: 10929.275391
	Iteration 12Q: 3 clusters Score -1317025 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1317268.750000 Penalty: 10929.275391
	Iteration 13Q: 3 clusters Score -1317269 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1317449.500000 Penalty: 10929.275391
	Iteration 14Q: 3 clusters Score -1317450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1317598.625000 Penalty: 10929.275391
	Iteration 15Q: 3 clusters Score -1317599 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1317698.000000 Penalty: 10929.275391
	Iteration 16Q: 3 clusters Score -1317698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1317785.000000 Penalty: 10929.275391
	Iteration 17Q: 3 clusters Score -1317785 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1317853.125000 Penalty: 10929.275391
	Iteration 18Q: 3 clusters Score -1317853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1317907.625000 Penalty: 10929.275391
	Iteration 19Q: 3 clusters Score -1317908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1317945.750000 Penalty: 10929.275391
	Iteration 20F: 3 clusters Score -1317946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1317984.750000 Penalty: 10929.275391
	Iteration 21Q: 3 clusters Score -1317985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1318021.750000 Penalty: 10929.275391
	Iteration 22Q: 3 clusters Score -1318022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1318056.375000 Penalty: 10929.275391
	Iteration 23Q: 3 clusters Score -1318056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1318086.625000 Penalty: 10929.275391
	Iteration 24Q: 3 clusters Score -1318087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1318114.125000 Penalty: 10929.275391
	Iteration 25Q: 3 clusters Score -1318114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1318128.500000 Penalty: 10929.275391
	Iteration 26Q: 3 clusters Score -1318128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1318150.750000 Penalty: 10929.275391
	Iteration 27Q: 3 clusters Score -1318151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1318168.750000 Penalty: 10929.275391
	Iteration 28Q: 3 clusters Score -1318169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1318187.875000 Penalty: 10929.275391
	Iteration 29Q: 3 clusters Score -1318188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1318200.375000 Penalty: 10929.275391
	Iteration 30Q: 3 clusters Score -1318200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1318208.125000 Penalty: 10929.275391
	Iteration 31Q: 3 clusters Score -1318208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1318212.625000 Penalty: 10929.275391
	Iteration 32Q: 3 clusters Score -1318213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1318225.250000 Penalty: 10929.275391
	Iteration 33Q: 3 clusters Score -1318225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1318227.000000 Penalty: 10929.275391
	Iteration 34Q: 3 clusters Score -1318227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1318237.000000 Penalty: 10929.275391
	Iteration 35Q: 3 clusters Score -1318237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1318244.125000 Penalty: 10929.275391
	Iteration 36Q: 3 clusters Score -1318244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1318250.000000 Penalty: 10929.275391
	Iteration 37Q: 3 clusters Score -1318250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1318254.750000 Penalty: 10929.275391
	Iteration 38Q: 3 clusters Score -1318255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1318258.500000 Penalty: 10929.275391
	Iteration 39Q: 3 clusters Score -1318258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1318258.250000 Penalty: 10929.275391
	Iteration 40F: 3 clusters Score -1318258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1318258.750000 Penalty: 10929.275391
	Iteration 41Q: 3 clusters Score -1318259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1318258.750000 Penalty: 10929.275391
	Iteration 42F: 3 clusters Score -1318259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -1301739.625000 Penalty: 5466.107422
	Iteration 0F: 2 clusters Score -1301740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1293213.000000 Penalty: 10932.214844
	Iteration 0F: 3 clusters Score -1293213 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1295156.875000 Penalty: 10932.214844
	Iteration 1F: 3 clusters Score -1295157 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1295833.875000 Penalty: 10932.214844
	Iteration 2F: 3 clusters Score -1295834 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1296310.625000 Penalty: 10932.214844
	Iteration 3F: 3 clusters Score -1296311 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1296684.500000 Penalty: 10932.214844
	Iteration 4F: 3 clusters Score -1296684 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1297011.500000 Penalty: 10932.214844
	Iteration 5Q: 3 clusters Score -1297012 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1297249.125000 Penalty: 10932.214844
	Iteration 6Q: 3 clusters Score -1297249 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1297437.500000 Penalty: 10932.214844
	Iteration 7Q: 3 clusters Score -1297438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1297585.375000 Penalty: 10932.214844
	Iteration 8Q: 3 clusters Score -1297585 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1297714.000000 Penalty: 10932.214844
	Iteration 9Q: 3 clusters Score -1297714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1297810.250000 Penalty: 10932.214844
	Iteration 10Q: 3 clusters Score -1297810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1297877.375000 Penalty: 10932.214844
	Iteration 11Q: 3 clusters Score -1297877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1297934.125000 Penalty: 10932.214844
	Iteration 12Q: 3 clusters Score -1297934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1297971.750000 Penalty: 10932.214844
	Iteration 13Q: 3 clusters Score -1297972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1298002.125000 Penalty: 10932.214844
	Iteration 14Q: 3 clusters Score -1298002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1298024.500000 Penalty: 10932.214844
	Iteration 15Q: 3 clusters Score -1298024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1298051.125000 Penalty: 10932.214844
	Iteration 16Q: 3 clusters Score -1298051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1298074.875000 Penalty: 10932.214844
	Iteration 17Q: 3 clusters Score -1298075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1298091.000000 Penalty: 10932.214844
	Iteration 18Q: 3 clusters Score -1298091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1298100.625000 Penalty: 10932.214844
	Iteration 19Q: 3 clusters Score -1298101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1298106.250000 Penalty: 10932.214844
	Iteration 20F: 3 clusters Score -1298106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1298107.625000 Penalty: 10932.214844
	Iteration 21Q: 3 clusters Score -1298108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1298114.750000 Penalty: 10932.214844
	Iteration 22Q: 3 clusters Score -1298115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1298113.375000 Penalty: 10932.214844
	Iteration 23Q: 3 clusters Score -1298113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1298114.125000 Penalty: 10932.214844
	Iteration 24Q: 3 clusters Score -1298114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1298113.375000 Penalty: 10932.214844
	Iteration 25Q: 3 clusters Score -1298113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1298113.000000 Penalty: 10932.214844
	Iteration 26Q: 3 clusters Score -1298113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1298113.000000 Penalty: 10932.214844
	Iteration 27F: 3 clusters Score -1298113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Entering Unmasked Estep 
Score: -3907065.500000 Penalty: 6148.179199
	Iteration 0F: 2 clusters Score -3907066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3888928.250000 Penalty: 12296.358398
	Iteration 0F: 3 clusters Score -3888928 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3894063.750000 Penalty: 12296.358398
	Iteration 1F: 3 clusters Score -3894064 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3894927.750000 Penalty: 12296.358398
	Iteration 2F: 3 clusters Score -3894928 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3895598.500000 Penalty: 12296.358398
	Iteration 3F: 3 clusters Score -3895598 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3896287.750000 Penalty: 12296.358398
	Iteration 4Q: 3 clusters Score -3896288 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3897033.250000 Penalty: 12296.358398
	Iteration 5Q: 3 clusters Score -3897033 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3897868.250000 Penalty: 12296.358398
	Iteration 6Q: 3 clusters Score -3897868 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3898709.500000 Penalty: 12296.358398
	Iteration 7Q: 3 clusters Score -3898710 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3899466.000000 Penalty: 12296.358398
	Iteration 8Q: 3 clusters Score -3899466 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3900045.500000 Penalty: 12296.358398
	Iteration 9Q: 3 clusters Score -3900046 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3900530.500000 Penalty: 12296.358398
	Iteration 10Q: 3 clusters Score -3900530 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3900893.250000 Penalty: 12296.358398
	Iteration 11Q: 3 clusters Score -3900893 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3901212.500000 Penalty: 12296.358398
	Iteration 12Q: 3 clusters Score -3901212 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3901483.500000 Penalty: 12296.358398
	Iteration 13Q: 3 clusters Score -3901484 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3901674.250000 Penalty: 12296.358398
	Iteration 14Q: 3 clusters Score -3901674 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3901832.750000 Penalty: 12296.358398
	Iteration 15Q: 3 clusters Score -3901833 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3901966.500000 Penalty: 12296.358398
	Iteration 16Q: 3 clusters Score -3901966 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3902076.750000 Penalty: 12296.358398
	Iteration 17Q: 3 clusters Score -3902077 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3902160.750000 Penalty: 12296.358398
	Iteration 18Q: 3 clusters Score -3902161 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3902243.250000 Penalty: 12296.358398
	Iteration 19Q: 3 clusters Score -3902243 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3902304.000000 Penalty: 12296.358398
	Iteration 20F: 3 clusters Score -3902304 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3902368.000000 Penalty: 12296.358398
	Iteration 21Q: 3 clusters Score -3902368 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3902442.250000 Penalty: 12296.358398
	Iteration 22Q: 3 clusters Score -3902442 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3902502.750000 Penalty: 12296.358398
	Iteration 23Q: 3 clusters Score -3902503 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3902561.750000 Penalty: 12296.358398
	Iteration 24Q: 3 clusters Score -3902562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3902614.250000 Penalty: 12296.358398
	Iteration 25Q: 3 clusters Score -3902614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3902635.750000 Penalty: 12296.358398
	Iteration 26Q: 3 clusters Score -3902636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3902686.500000 Penalty: 12296.358398
	Iteration 27Q: 3 clusters Score -3902686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3902719.750000 Penalty: 12296.358398
	Iteration 28Q: 3 clusters Score -3902720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3902734.750000 Penalty: 12296.358398
	Iteration 29Q: 3 clusters Score -3902735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3902765.500000 Penalty: 12296.358398
	Iteration 30Q: 3 clusters Score -3902766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3902793.500000 Penalty: 12296.358398
	Iteration 31Q: 3 clusters Score -3902794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3902828.750000 Penalty: 12296.358398
	Iteration 32Q: 3 clusters Score -3902829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3902856.000000 Penalty: 12296.358398
	Iteration 33Q: 3 clusters Score -3902856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3902895.500000 Penalty: 12296.358398
	Iteration 34Q: 3 clusters Score -3902896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3902928.750000 Penalty: 12296.358398
	Iteration 35Q: 3 clusters Score -3902929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3902959.500000 Penalty: 12296.358398
	Iteration 36Q: 3 clusters Score -3902960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3903000.250000 Penalty: 12296.358398
	Iteration 37Q: 3 clusters Score -3903000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3903029.000000 Penalty: 12296.358398
	Iteration 38Q: 3 clusters Score -3903029 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3903052.500000 Penalty: 12296.358398
	Iteration 39Q: 3 clusters Score -3903052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3903113.250000 Penalty: 12296.358398
	Iteration 40F: 3 clusters Score -3903113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3903153.500000 Penalty: 12296.358398
	Iteration 41Q: 3 clusters Score -3903154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3903219.500000 Penalty: 12296.358398
	Iteration 42Q: 3 clusters Score -3903220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3903276.250000 Penalty: 12296.358398
	Iteration 43Q: 3 clusters Score -3903276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3903333.250000 Penalty: 12296.358398
	Iteration 44Q: 3 clusters Score -3903333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3903386.250000 Penalty: 12296.358398
	Iteration 45Q: 3 clusters Score -3903386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3903432.000000 Penalty: 12296.358398
	Iteration 46Q: 3 clusters Score -3903432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3903459.250000 Penalty: 12296.358398
	Iteration 47Q: 3 clusters Score -3903459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3903489.500000 Penalty: 12296.358398
	Iteration 48Q: 3 clusters Score -3903490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3903515.500000 Penalty: 12296.358398
	Iteration 49Q: 3 clusters Score -3903516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3903543.000000 Penalty: 12296.358398
	Iteration 50Q: 3 clusters Score -3903543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3903565.750000 Penalty: 12296.358398
	Iteration 51Q: 3 clusters Score -3903566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3903585.000000 Penalty: 12296.358398
	Iteration 52Q: 3 clusters Score -3903585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3903600.250000 Penalty: 12296.358398
	Iteration 53Q: 3 clusters Score -3903600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3903600.500000 Penalty: 12296.358398
	Iteration 54Q: 3 clusters Score -3903600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3903614.250000 Penalty: 12296.358398
	Iteration 55Q: 3 clusters Score -3903614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3903628.750000 Penalty: 12296.358398
	Iteration 56Q: 3 clusters Score -3903629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3903632.750000 Penalty: 12296.358398
	Iteration 57Q: 3 clusters Score -3903633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3903636.000000 Penalty: 12296.358398
	Iteration 58Q: 3 clusters Score -3903636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3903652.750000 Penalty: 12296.358398
	Iteration 59Q: 3 clusters Score -3903653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3903661.750000 Penalty: 12296.358398
	Iteration 60F: 3 clusters Score -3903662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3903670.500000 Penalty: 12296.358398
	Iteration 61Q: 3 clusters Score -3903670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3903677.000000 Penalty: 12296.358398
	Iteration 62Q: 3 clusters Score -3903677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3903680.500000 Penalty: 12296.358398
	Iteration 63Q: 3 clusters Score -3903680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3903685.500000 Penalty: 12296.358398
	Iteration 64Q: 3 clusters Score -3903686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3903685.500000 Penalty: 12296.358398
	Iteration 65Q: 3 clusters Score -3903686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3903687.250000 Penalty: 12296.358398
	Iteration 66Q: 3 clusters Score -3903687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3903694.750000 Penalty: 12296.358398
	Iteration 67Q: 3 clusters Score -3903695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3903701.500000 Penalty: 12296.358398
	Iteration 68Q: 3 clusters Score -3903702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3903702.750000 Penalty: 12296.358398
	Iteration 69Q: 3 clusters Score -3903703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3903701.250000 Penalty: 12296.358398
	Iteration 70Q: 3 clusters Score -3903701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3903699.250000 Penalty: 12296.358398
	Iteration 71Q: 3 clusters Score -3903699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3903701.750000 Penalty: 12296.358398
	Iteration 72Q: 3 clusters Score -3903702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3903696.500000 Penalty: 12296.358398
	Iteration 73Q: 3 clusters Score -3903696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3903700.750000 Penalty: 12296.358398
	Iteration 74Q: 3 clusters Score -3903701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3903705.750000 Penalty: 12296.358398
	Iteration 75Q: 3 clusters Score -3903706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3903708.250000 Penalty: 12296.358398
	Iteration 76Q: 3 clusters Score -3903708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3903706.750000 Penalty: 12296.358398
	Iteration 77Q: 3 clusters Score -3903707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3903715.000000 Penalty: 12296.358398
	Iteration 78Q: 3 clusters Score -3903715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3903718.750000 Penalty: 12296.358398
	Iteration 79Q: 3 clusters Score -3903719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3903719.500000 Penalty: 12296.358398
	Iteration 80F: 3 clusters Score -3903720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3903723.750000 Penalty: 12296.358398
	Iteration 81Q: 3 clusters Score -3903724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3903724.750000 Penalty: 12296.358398
	Iteration 82Q: 3 clusters Score -3903725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3903723.250000 Penalty: 12296.358398
	Iteration 83Q: 3 clusters Score -3903723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3903723.250000 Penalty: 12296.358398
	Iteration 84F: 3 clusters Score -3903723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Entering Unmasked Estep 
Score: -7099256.000000 Penalty: 6492.182129
	Iteration 0F: 2 clusters Score -7099256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -7070016.500000 Penalty: 12984.364258
	Iteration 0F: 3 clusters Score -7070016 nChanged 17157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -7079206.000000 Penalty: 12984.364258
	Iteration 1F: 3 clusters Score -7079206 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -7080198.500000 Penalty: 12984.364258
	Iteration 2F: 3 clusters Score -7080198 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -7081262.000000 Penalty: 12984.364258
	Iteration 3F: 3 clusters Score -7081262 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -7082553.500000 Penalty: 12984.364258
	Iteration 4F: 3 clusters Score -7082554 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -7084272.000000 Penalty: 12984.364258
	Iteration 5F: 3 clusters Score -7084272 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -7086288.500000 Penalty: 12984.364258
	Iteration 6F: 3 clusters Score -7086288 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -7088322.000000 Penalty: 12984.364258
	Iteration 7F: 3 clusters Score -7088322 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -7090042.000000 Penalty: 12984.364258
	Iteration 8F: 3 clusters Score -7090042 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -7091320.000000 Penalty: 12984.364258
	Iteration 9F: 3 clusters Score -7091320 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -7092084.500000 Penalty: 12984.364258
	Iteration 10Q: 3 clusters Score -7092084 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -7092482.500000 Penalty: 12984.364258
	Iteration 11Q: 3 clusters Score -7092482 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -7092700.500000 Penalty: 12984.364258
	Iteration 12Q: 3 clusters Score -7092700 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -7092856.500000 Penalty: 12984.364258
	Iteration 13Q: 3 clusters Score -7092856 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -7092928.500000 Penalty: 12984.364258
	Iteration 14Q: 3 clusters Score -7092928 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -7093004.500000 Penalty: 12984.364258
	Iteration 15Q: 3 clusters Score -7093004 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -7093049.000000 Penalty: 12984.364258
	Iteration 16Q: 3 clusters Score -7093049 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -7093061.000000 Penalty: 12984.364258
	Iteration 17Q: 3 clusters Score -7093061 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -7093077.000000 Penalty: 12984.364258
	Iteration 18Q: 3 clusters Score -7093077 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -7093102.000000 Penalty: 12984.364258
	Iteration 19Q: 3 clusters Score -7093102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -7093104.000000 Penalty: 12984.364258
	Iteration 20F: 3 clusters Score -7093104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -7093120.500000 Penalty: 12984.364258
	Iteration 21Q: 3 clusters Score -7093120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -7093138.000000 Penalty: 12984.364258
	Iteration 22Q: 3 clusters Score -7093138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -7093155.500000 Penalty: 12984.364258
	Iteration 23Q: 3 clusters Score -7093156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -7093166.500000 Penalty: 12984.364258
	Iteration 24Q: 3 clusters Score -7093166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -7093161.500000 Penalty: 12984.364258
	Iteration 25Q: 3 clusters Score -7093162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7093173.000000 Penalty: 12984.364258
	Iteration 26Q: 3 clusters Score -7093173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -7093183.500000 Penalty: 12984.364258
	Iteration 27Q: 3 clusters Score -7093184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -7093208.500000 Penalty: 12984.364258
	Iteration 28Q: 3 clusters Score -7093208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7093223.500000 Penalty: 12984.364258
	Iteration 29Q: 3 clusters Score -7093224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -7093219.500000 Penalty: 12984.364258
	Iteration 30Q: 3 clusters Score -7093220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -7093203.500000 Penalty: 12984.364258
	Iteration 31Q: 3 clusters Score -7093204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7093220.000000 Penalty: 12984.364258
	Iteration 32Q: 3 clusters Score -7093220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -7093214.000000 Penalty: 12984.364258
	Iteration 33Q: 3 clusters Score -7093214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -7093216.000000 Penalty: 12984.364258
	Iteration 34Q: 3 clusters Score -7093216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7093211.000000 Penalty: 12984.364258
	Iteration 35Q: 3 clusters Score -7093211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -7093231.000000 Penalty: 12984.364258
	Iteration 36Q: 3 clusters Score -7093231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -7093228.500000 Penalty: 12984.364258
	Iteration 37Q: 3 clusters Score -7093228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -7093235.000000 Penalty: 12984.364258
	Iteration 38Q: 3 clusters Score -7093235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -7093237.000000 Penalty: 12984.364258
	Iteration 39Q: 3 clusters Score -7093237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -7093224.500000 Penalty: 12984.364258
	Iteration 40F: 3 clusters Score -7093224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -7093228.500000 Penalty: 12984.364258
	Iteration 41Q: 3 clusters Score -7093228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -7093229.000000 Penalty: 12984.364258
	Iteration 42Q: 3 clusters Score -7093229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7093227.500000 Penalty: 12984.364258
	Iteration 43Q: 3 clusters Score -7093228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -7093233.000000 Penalty: 12984.364258
	Iteration 44Q: 3 clusters Score -7093233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -7093238.000000 Penalty: 12984.364258
	Iteration 45Q: 3 clusters Score -7093238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -7093247.000000 Penalty: 12984.364258
	Iteration 46Q: 3 clusters Score -7093247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -7093244.000000 Penalty: 12984.364258
	Iteration 47Q: 3 clusters Score -7093244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -7093237.500000 Penalty: 12984.364258
	Iteration 48Q: 3 clusters Score -7093238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -7093243.000000 Penalty: 12984.364258
	Iteration 49Q: 3 clusters Score -7093243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -7093251.500000 Penalty: 12984.364258
	Iteration 50Q: 3 clusters Score -7093252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -7093261.000000 Penalty: 12984.364258
	Iteration 51Q: 3 clusters Score -7093261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -7093268.500000 Penalty: 12984.364258
	Iteration 52Q: 3 clusters Score -7093268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -7093268.500000 Penalty: 12984.364258
	Iteration 53Q: 3 clusters Score -7093268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -7093271.500000 Penalty: 12984.364258
	Iteration 54Q: 3 clusters Score -7093272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -7093270.000000 Penalty: 12984.364258
	Iteration 55Q: 3 clusters Score -7093270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -7093263.500000 Penalty: 12984.364258
	Iteration 56Q: 3 clusters Score -7093264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -7093277.000000 Penalty: 12984.364258
	Iteration 57Q: 3 clusters Score -7093277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -7093265.000000 Penalty: 12984.364258
	Iteration 58Q: 3 clusters Score -7093265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -7093274.500000 Penalty: 12984.364258
	Iteration 59Q: 3 clusters Score -7093274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7093269.500000 Penalty: 12984.364258
	Iteration 60F: 3 clusters Score -7093270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -7093276.500000 Penalty: 12984.364258
	Iteration 61Q: 3 clusters Score -7093276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7093277.000000 Penalty: 12984.364258
	Iteration 62Q: 3 clusters Score -7093277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -7093269.500000 Penalty: 12984.364258
	Iteration 63Q: 3 clusters Score -7093270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -7093265.000000 Penalty: 12984.364258
	Iteration 64Q: 3 clusters Score -7093265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7093266.000000 Penalty: 12984.364258
	Iteration 65Q: 3 clusters Score -7093266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -7093265.000000 Penalty: 12984.364258
	Iteration 66Q: 3 clusters Score -7093265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -7093261.500000 Penalty: 12984.364258
	Iteration 67Q: 3 clusters Score -7093262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -7093262.000000 Penalty: 12984.364258
	Iteration 68Q: 3 clusters Score -7093262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -7093262.500000 Penalty: 12984.364258
	Iteration 69Q: 3 clusters Score -7093262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -7093262.500000 Penalty: 12984.364258
	Iteration 70Q: 3 clusters Score -7093262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -7093254.000000 Penalty: 12984.364258
	Iteration 71Q: 3 clusters Score -7093254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7093266.000000 Penalty: 12984.364258
	Iteration 72Q: 3 clusters Score -7093266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -7093272.500000 Penalty: 12984.364258
	Iteration 73Q: 3 clusters Score -7093272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -7093267.500000 Penalty: 12984.364258
	Iteration 74Q: 3 clusters Score -7093268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -7093270.500000 Penalty: 12984.364258
	Iteration 75Q: 3 clusters Score -7093270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -7093267.500000 Penalty: 12984.364258
	Iteration 76Q: 3 clusters Score -7093268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7093266.000000 Penalty: 12984.364258
	Iteration 77Q: 3 clusters Score -7093266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -7093271.000000 Penalty: 12984.364258
	Iteration 78Q: 3 clusters Score -7093271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7093274.500000 Penalty: 12984.364258
	Iteration 79Q: 3 clusters Score -7093274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -7093263.000000 Penalty: 12984.364258
	Iteration 80F: 3 clusters Score -7093263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -7093263.500000 Penalty: 12984.364258
	Iteration 81Q: 3 clusters Score -7093264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -7093280.500000 Penalty: 12984.364258
	Iteration 82Q: 3 clusters Score -7093280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7093275.500000 Penalty: 12984.364258
	Iteration 83Q: 3 clusters Score -7093276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -7093271.000000 Penalty: 12984.364258
	Iteration 84Q: 3 clusters Score -7093271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -7093273.500000 Penalty: 12984.364258
	Iteration 85Q: 3 clusters Score -7093274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -7093269.000000 Penalty: 12984.364258
	Iteration 86Q: 3 clusters Score -7093269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -7093276.000000 Penalty: 12984.364258
	Iteration 87Q: 3 clusters Score -7093276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -7093268.500000 Penalty: 12984.364258
	Iteration 88Q: 3 clusters Score -7093268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -7093278.500000 Penalty: 12984.364258
	Iteration 89Q: 3 clusters Score -7093278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -7093277.500000 Penalty: 12984.364258
	Iteration 90Q: 3 clusters Score -7093278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7093280.000000 Penalty: 12984.364258
	Iteration 91Q: 3 clusters Score -7093280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -7093272.000000 Penalty: 12984.364258
	Iteration 92Q: 3 clusters Score -7093272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -7093275.000000 Penalty: 12984.364258
	Iteration 93Q: 3 clusters Score -7093275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -7093280.500000 Penalty: 12984.364258
	Iteration 94Q: 3 clusters Score -7093280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -7093276.500000 Penalty: 12984.364258
	Iteration 95Q: 3 clusters Score -7093276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -7093279.500000 Penalty: 12984.364258
	Iteration 96Q: 3 clusters Score -7093280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -7093276.000000 Penalty: 12984.364258
	Iteration 97Q: 3 clusters Score -7093276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -7093277.500000 Penalty: 12984.364258
	Iteration 98Q: 3 clusters Score -7093278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7093282.000000 Penalty: 12984.364258
	Iteration 99Q: 3 clusters Score -7093282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7093283.500000 Penalty: 12984.364258
	Iteration 100F: 3 clusters Score -7093284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7093289.000000 Penalty: 12984.364258
	Iteration 101Q: 3 clusters Score -7093289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -7093275.000000 Penalty: 12984.364258
	Iteration 102Q: 3 clusters Score -7093275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -7093272.500000 Penalty: 12984.364258
	Iteration 103Q: 3 clusters Score -7093272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -7093297.000000 Penalty: 12984.364258
	Iteration 104Q: 3 clusters Score -7093297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -7093295.000000 Penalty: 12984.364258
	Iteration 105Q: 3 clusters Score -7093295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -7093284.500000 Penalty: 12984.364258
	Iteration 106Q: 3 clusters Score -7093284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -7093283.500000 Penalty: 12984.364258
	Iteration 107Q: 3 clusters Score -7093284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -7093283.500000 Penalty: 12984.364258
	Iteration 108Q: 3 clusters Score -7093284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -7093280.500000 Penalty: 12984.364258
	Iteration 109Q: 3 clusters Score -7093280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7093283.500000 Penalty: 12984.364258
	Iteration 110Q: 3 clusters Score -7093284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7093283.500000 Penalty: 12984.364258
	Iteration 111Q: 3 clusters Score -7093284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -7093291.500000 Penalty: 12984.364258
	Iteration 112Q: 3 clusters Score -7093292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7093289.500000 Penalty: 12984.364258
	Iteration 113Q: 3 clusters Score -7093290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -7093285.500000 Penalty: 12984.364258
	Iteration 114Q: 3 clusters Score -7093286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -7093290.500000 Penalty: 12984.364258
	Iteration 115Q: 3 clusters Score -7093290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7093285.000000 Penalty: 12984.364258
	Iteration 116Q: 3 clusters Score -7093285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -7093288.500000 Penalty: 12984.364258
	Iteration 117Q: 3 clusters Score -7093288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -7093288.500000 Penalty: 12984.364258
	Iteration 118F: 3 clusters Score -7093288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Entering Unmasked Estep 
Score: -3157380.000000 Penalty: 6022.818359
	Iteration 0F: 2 clusters Score -3157380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3141775.750000 Penalty: 12045.636719
	Iteration 0F: 3 clusters Score -3141776 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3145947.500000 Penalty: 12045.636719
	Iteration 1F: 3 clusters Score -3145948 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3146738.000000 Penalty: 12045.636719
	Iteration 2F: 3 clusters Score -3146738 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3147433.000000 Penalty: 12045.636719
	Iteration 3F: 3 clusters Score -3147433 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3148153.750000 Penalty: 12045.636719
	Iteration 4F: 3 clusters Score -3148154 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3148855.500000 Penalty: 12045.636719
	Iteration 5F: 3 clusters Score -3148856 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3149560.000000 Penalty: 12045.636719
	Iteration 6F: 3 clusters Score -3149560 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3150249.500000 Penalty: 12045.636719
	Iteration 7F: 3 clusters Score -3150250 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3150921.750000 Penalty: 12045.636719
	Iteration 8Q: 3 clusters Score -3150922 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3151555.000000 Penalty: 12045.636719
	Iteration 9Q: 3 clusters Score -3151555 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3152080.250000 Penalty: 12045.636719
	Iteration 10Q: 3 clusters Score -3152080 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3152563.750000 Penalty: 12045.636719
	Iteration 11Q: 3 clusters Score -3152564 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3152901.750000 Penalty: 12045.636719
	Iteration 12Q: 3 clusters Score -3152902 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3153179.250000 Penalty: 12045.636719
	Iteration 13Q: 3 clusters Score -3153179 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3153368.750000 Penalty: 12045.636719
	Iteration 14Q: 3 clusters Score -3153369 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3153536.000000 Penalty: 12045.636719
	Iteration 15Q: 3 clusters Score -3153536 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3153691.000000 Penalty: 12045.636719
	Iteration 16Q: 3 clusters Score -3153691 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3153786.500000 Penalty: 12045.636719
	Iteration 17Q: 3 clusters Score -3153786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3153888.500000 Penalty: 12045.636719
	Iteration 18Q: 3 clusters Score -3153888 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3153943.750000 Penalty: 12045.636719
	Iteration 19Q: 3 clusters Score -3153944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3153986.000000 Penalty: 12045.636719
	Iteration 20F: 3 clusters Score -3153986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3154016.250000 Penalty: 12045.636719
	Iteration 21Q: 3 clusters Score -3154016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3154055.750000 Penalty: 12045.636719
	Iteration 22Q: 3 clusters Score -3154056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3154083.250000 Penalty: 12045.636719
	Iteration 23Q: 3 clusters Score -3154083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3154107.000000 Penalty: 12045.636719
	Iteration 24Q: 3 clusters Score -3154107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3154122.750000 Penalty: 12045.636719
	Iteration 25Q: 3 clusters Score -3154123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3154147.000000 Penalty: 12045.636719
	Iteration 26Q: 3 clusters Score -3154147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3154172.500000 Penalty: 12045.636719
	Iteration 27Q: 3 clusters Score -3154172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3154198.250000 Penalty: 12045.636719
	Iteration 28Q: 3 clusters Score -3154198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3154205.000000 Penalty: 12045.636719
	Iteration 29Q: 3 clusters Score -3154205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3154213.750000 Penalty: 12045.636719
	Iteration 30Q: 3 clusters Score -3154214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3154224.000000 Penalty: 12045.636719
	Iteration 31Q: 3 clusters Score -3154224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3154235.250000 Penalty: 12045.636719
	Iteration 32Q: 3 clusters Score -3154235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3154241.250000 Penalty: 12045.636719
	Iteration 33Q: 3 clusters Score -3154241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3154244.250000 Penalty: 12045.636719
	Iteration 34Q: 3 clusters Score -3154244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3154262.500000 Penalty: 12045.636719
	Iteration 35Q: 3 clusters Score -3154262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3154267.500000 Penalty: 12045.636719
	Iteration 36Q: 3 clusters Score -3154268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3154267.500000 Penalty: 12045.636719
	Iteration 37Q: 3 clusters Score -3154268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3154278.000000 Penalty: 12045.636719
	Iteration 38Q: 3 clusters Score -3154278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3154272.000000 Penalty: 12045.636719
	Iteration 39Q: 3 clusters Score -3154272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3154278.750000 Penalty: 12045.636719
	Iteration 40F: 3 clusters Score -3154279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3154276.750000 Penalty: 12045.636719
	Iteration 41Q: 3 clusters Score -3154277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3154286.750000 Penalty: 12045.636719
	Iteration 42Q: 3 clusters Score -3154287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3154303.250000 Penalty: 12045.636719
	Iteration 43Q: 3 clusters Score -3154303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3154310.000000 Penalty: 12045.636719
	Iteration 44Q: 3 clusters Score -3154310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3154307.750000 Penalty: 12045.636719
	Iteration 45Q: 3 clusters Score -3154308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3154314.750000 Penalty: 12045.636719
	Iteration 46Q: 3 clusters Score -3154315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3154315.750000 Penalty: 12045.636719
	Iteration 47Q: 3 clusters Score -3154316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3154321.500000 Penalty: 12045.636719
	Iteration 48Q: 3 clusters Score -3154322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3154323.250000 Penalty: 12045.636719
	Iteration 49Q: 3 clusters Score -3154323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3154323.750000 Penalty: 12045.636719
	Iteration 50Q: 3 clusters Score -3154324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3154333.000000 Penalty: 12045.636719
	Iteration 51Q: 3 clusters Score -3154333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3154330.750000 Penalty: 12045.636719
	Iteration 52Q: 3 clusters Score -3154331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3154332.000000 Penalty: 12045.636719
	Iteration 53Q: 3 clusters Score -3154332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3154336.250000 Penalty: 12045.636719
	Iteration 54Q: 3 clusters Score -3154336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3154341.000000 Penalty: 12045.636719
	Iteration 55Q: 3 clusters Score -3154341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3154339.250000 Penalty: 12045.636719
	Iteration 56Q: 3 clusters Score -3154339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3154343.250000 Penalty: 12045.636719
	Iteration 57Q: 3 clusters Score -3154343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3154344.500000 Penalty: 12045.636719
	Iteration 58Q: 3 clusters Score -3154344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3154346.000000 Penalty: 12045.636719
	Iteration 59Q: 3 clusters Score -3154346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3154342.000000 Penalty: 12045.636719
	Iteration 60F: 3 clusters Score -3154342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3154347.000000 Penalty: 12045.636719
	Iteration 61Q: 3 clusters Score -3154347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3154349.250000 Penalty: 12045.636719
	Iteration 62Q: 3 clusters Score -3154349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3154352.750000 Penalty: 12045.636719
	Iteration 63Q: 3 clusters Score -3154353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3154352.750000 Penalty: 12045.636719
	Iteration 64F: 3 clusters Score -3154353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Entering Unmasked Estep 
Score: -2712962.500000 Penalty: 5917.578125
	Iteration 0F: 2 clusters Score -2712962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2699218.000000 Penalty: 11835.156250
	Iteration 0F: 3 clusters Score -2699218 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2702467.000000 Penalty: 11835.156250
	Iteration 1F: 3 clusters Score -2702467 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2703010.750000 Penalty: 11835.156250
	Iteration 2F: 3 clusters Score -2703011 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2703354.250000 Penalty: 11835.156250
	Iteration 3Q: 3 clusters Score -2703354 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2703576.750000 Penalty: 11835.156250
	Iteration 4Q: 3 clusters Score -2703577 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2703723.250000 Penalty: 11835.156250
	Iteration 5Q: 3 clusters Score -2703723 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2703850.500000 Penalty: 11835.156250
	Iteration 6Q: 3 clusters Score -2703850 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2703941.250000 Penalty: 11835.156250
	Iteration 7Q: 3 clusters Score -2703941 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2704023.750000 Penalty: 11835.156250
	Iteration 8Q: 3 clusters Score -2704024 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2704113.000000 Penalty: 11835.156250
	Iteration 9Q: 3 clusters Score -2704113 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2704173.250000 Penalty: 11835.156250
	Iteration 10Q: 3 clusters Score -2704173 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2704215.000000 Penalty: 11835.156250
	Iteration 11Q: 3 clusters Score -2704215 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2704267.000000 Penalty: 11835.156250
	Iteration 12Q: 3 clusters Score -2704267 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2704310.250000 Penalty: 11835.156250
	Iteration 13Q: 3 clusters Score -2704310 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2704360.000000 Penalty: 11835.156250
	Iteration 14Q: 3 clusters Score -2704360 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2704399.250000 Penalty: 11835.156250
	Iteration 15Q: 3 clusters Score -2704399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2704425.000000 Penalty: 11835.156250
	Iteration 16Q: 3 clusters Score -2704425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2704458.750000 Penalty: 11835.156250
	Iteration 17Q: 3 clusters Score -2704459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2704483.500000 Penalty: 11835.156250
	Iteration 18Q: 3 clusters Score -2704484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2704495.500000 Penalty: 11835.156250
	Iteration 19Q: 3 clusters Score -2704496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2704511.250000 Penalty: 11835.156250
	Iteration 20F: 3 clusters Score -2704511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2704537.750000 Penalty: 11835.156250
	Iteration 21Q: 3 clusters Score -2704538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2704556.000000 Penalty: 11835.156250
	Iteration 22Q: 3 clusters Score -2704556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2704579.000000 Penalty: 11835.156250
	Iteration 23Q: 3 clusters Score -2704579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2704599.750000 Penalty: 11835.156250
	Iteration 24Q: 3 clusters Score -2704600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2704613.750000 Penalty: 11835.156250
	Iteration 25Q: 3 clusters Score -2704614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2704633.250000 Penalty: 11835.156250
	Iteration 26Q: 3 clusters Score -2704633 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2704663.750000 Penalty: 11835.156250
	Iteration 27Q: 3 clusters Score -2704664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2704677.000000 Penalty: 11835.156250
	Iteration 28Q: 3 clusters Score -2704677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2704692.750000 Penalty: 11835.156250
	Iteration 29Q: 3 clusters Score -2704693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2704707.750000 Penalty: 11835.156250
	Iteration 30Q: 3 clusters Score -2704708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2704720.500000 Penalty: 11835.156250
	Iteration 31Q: 3 clusters Score -2704720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2704737.000000 Penalty: 11835.156250
	Iteration 32Q: 3 clusters Score -2704737 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2704762.750000 Penalty: 11835.156250
	Iteration 33Q: 3 clusters Score -2704763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2704788.250000 Penalty: 11835.156250
	Iteration 34Q: 3 clusters Score -2704788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2704806.000000 Penalty: 11835.156250
	Iteration 35Q: 3 clusters Score -2704806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2704831.250000 Penalty: 11835.156250
	Iteration 36Q: 3 clusters Score -2704831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2704868.500000 Penalty: 11835.156250
	Iteration 37Q: 3 clusters Score -2704868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2704899.500000 Penalty: 11835.156250
	Iteration 38Q: 3 clusters Score -2704900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2704928.000000 Penalty: 11835.156250
	Iteration 39Q: 3 clusters Score -2704928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2704961.750000 Penalty: 11835.156250
	Iteration 40F: 3 clusters Score -2704962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2704996.000000 Penalty: 11835.156250
	Iteration 41Q: 3 clusters Score -2704996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2705046.250000 Penalty: 11835.156250
	Iteration 42Q: 3 clusters Score -2705046 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2705103.250000 Penalty: 11835.156250
	Iteration 43Q: 3 clusters Score -2705103 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2705192.000000 Penalty: 11835.156250
	Iteration 44Q: 3 clusters Score -2705192 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2705276.250000 Penalty: 11835.156250
	Iteration 45Q: 3 clusters Score -2705276 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2705375.500000 Penalty: 11835.156250
	Iteration 46Q: 3 clusters Score -2705376 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2705479.750000 Penalty: 11835.156250
	Iteration 47Q: 3 clusters Score -2705480 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2705586.250000 Penalty: 11835.156250
	Iteration 48Q: 3 clusters Score -2705586 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2705690.750000 Penalty: 11835.156250
	Iteration 49Q: 3 clusters Score -2705691 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2705814.500000 Penalty: 11835.156250
	Iteration 50Q: 3 clusters Score -2705814 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2705943.000000 Penalty: 11835.156250
	Iteration 51Q: 3 clusters Score -2705943 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2706050.500000 Penalty: 11835.156250
	Iteration 52Q: 3 clusters Score -2706050 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2706185.250000 Penalty: 11835.156250
	Iteration 53Q: 3 clusters Score -2706185 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2706319.500000 Penalty: 11835.156250
	Iteration 54Q: 3 clusters Score -2706320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2706467.000000 Penalty: 11835.156250
	Iteration 55Q: 3 clusters Score -2706467 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2706596.250000 Penalty: 11835.156250
	Iteration 56Q: 3 clusters Score -2706596 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2706731.250000 Penalty: 11835.156250
	Iteration 57Q: 3 clusters Score -2706731 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2706865.000000 Penalty: 11835.156250
	Iteration 58Q: 3 clusters Score -2706865 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2706973.000000 Penalty: 11835.156250
	Iteration 59Q: 3 clusters Score -2706973 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2707067.000000 Penalty: 11835.156250
	Iteration 60F: 3 clusters Score -2707067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2707162.750000 Penalty: 11835.156250
	Iteration 61Q: 3 clusters Score -2707163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2707245.000000 Penalty: 11835.156250
	Iteration 62Q: 3 clusters Score -2707245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2707320.750000 Penalty: 11835.156250
	Iteration 63Q: 3 clusters Score -2707321 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2707386.250000 Penalty: 11835.156250
	Iteration 64Q: 3 clusters Score -2707386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2707454.000000 Penalty: 11835.156250
	Iteration 65Q: 3 clusters Score -2707454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2707510.750000 Penalty: 11835.156250
	Iteration 66Q: 3 clusters Score -2707511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2707558.250000 Penalty: 11835.156250
	Iteration 67Q: 3 clusters Score -2707558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2707579.250000 Penalty: 11835.156250
	Iteration 68Q: 3 clusters Score -2707579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2707614.500000 Penalty: 11835.156250
	Iteration 69Q: 3 clusters Score -2707614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2707642.500000 Penalty: 11835.156250
	Iteration 70Q: 3 clusters Score -2707642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2707665.000000 Penalty: 11835.156250
	Iteration 71Q: 3 clusters Score -2707665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2707685.000000 Penalty: 11835.156250
	Iteration 72Q: 3 clusters Score -2707685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2707700.000000 Penalty: 11835.156250
	Iteration 73Q: 3 clusters Score -2707700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2707709.250000 Penalty: 11835.156250
	Iteration 74Q: 3 clusters Score -2707709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2707714.250000 Penalty: 11835.156250
	Iteration 75Q: 3 clusters Score -2707714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2707725.000000 Penalty: 11835.156250
	Iteration 76Q: 3 clusters Score -2707725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2707726.250000 Penalty: 11835.156250
	Iteration 77Q: 3 clusters Score -2707726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2707730.500000 Penalty: 11835.156250
	Iteration 78Q: 3 clusters Score -2707730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2707727.750000 Penalty: 11835.156250
	Iteration 79Q: 3 clusters Score -2707728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2707727.750000 Penalty: 11835.156250
	Iteration 80F: 3 clusters Score -2707728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2707727.500000 Penalty: 11835.156250
	Iteration 81Q: 3 clusters Score -2707728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2707725.750000 Penalty: 11835.156250
	Iteration 82Q: 3 clusters Score -2707726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2707725.750000 Penalty: 11835.156250
	Iteration 83F: 3 clusters Score -2707726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Entering Unmasked Estep 
Score: -11466292.000000 Penalty: 6771.299316
	Iteration 0F: 2 clusters Score -1.146629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -11422186.000000 Penalty: 13542.598633
	Iteration 0F: 3 clusters Score -1.142219e+07 nChanged 28119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -11437283.000000 Penalty: 13542.598633
	Iteration 1F: 3 clusters Score -1.143728e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -11438223.000000 Penalty: 13542.598633
	Iteration 2Q: 3 clusters Score -1.143822e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -11438903.000000 Penalty: 13542.598633
	Iteration 3Q: 3 clusters Score -1.14389e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -11439400.000000 Penalty: 13542.598633
	Iteration 4Q: 3 clusters Score -1.14394e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -11439882.000000 Penalty: 13542.598633
	Iteration 5Q: 3 clusters Score -1.143988e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -11440291.000000 Penalty: 13542.598633
	Iteration 6Q: 3 clusters Score -1.144029e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -11440787.000000 Penalty: 13542.598633
	Iteration 7Q: 3 clusters Score -1.144079e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -11441239.000000 Penalty: 13542.598633
	Iteration 8Q: 3 clusters Score -1.144124e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -11441764.000000 Penalty: 13542.598633
	Iteration 9Q: 3 clusters Score -1.144176e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -11442247.000000 Penalty: 13542.598633
	Iteration 10Q: 3 clusters Score -1.144225e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -11442928.000000 Penalty: 13542.598633
	Iteration 11Q: 3 clusters Score -1.144293e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -11443797.000000 Penalty: 13542.598633
	Iteration 12Q: 3 clusters Score -1.14438e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -11444859.000000 Penalty: 13542.598633
	Iteration 13Q: 3 clusters Score -1.144486e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -11446273.000000 Penalty: 13542.598633
	Iteration 14Q: 3 clusters Score -1.144627e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -11447855.000000 Penalty: 13542.598633
	Iteration 15Q: 3 clusters Score -1.144786e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -11449605.000000 Penalty: 13542.598633
	Iteration 16Q: 3 clusters Score -1.14496e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -11451408.000000 Penalty: 13542.598633
	Iteration 17Q: 3 clusters Score -1.145141e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -11453382.000000 Penalty: 13542.598633
	Iteration 18Q: 3 clusters Score -1.145338e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -11455046.000000 Penalty: 13542.598633
	Iteration 19Q: 3 clusters Score -1.145505e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -11456428.000000 Penalty: 13542.598633
	Iteration 20F: 3 clusters Score -1.145643e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -11457459.000000 Penalty: 13542.598633
	Iteration 21Q: 3 clusters Score -1.145746e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -11458278.000000 Penalty: 13542.598633
	Iteration 22Q: 3 clusters Score -1.145828e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -11458835.000000 Penalty: 13542.598633
	Iteration 23Q: 3 clusters Score -1.145884e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -11459236.000000 Penalty: 13542.598633
	Iteration 24Q: 3 clusters Score -1.145924e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -11459567.000000 Penalty: 13542.598633
	Iteration 25Q: 3 clusters Score -1.145957e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -11459778.000000 Penalty: 13542.598633
	Iteration 26Q: 3 clusters Score -1.145978e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -11459983.000000 Penalty: 13542.598633
	Iteration 27Q: 3 clusters Score -1.145998e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -11460136.000000 Penalty: 13542.598633
	Iteration 28Q: 3 clusters Score -1.146014e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -11460228.000000 Penalty: 13542.598633
	Iteration 29Q: 3 clusters Score -1.146023e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -11460297.000000 Penalty: 13542.598633
	Iteration 30Q: 3 clusters Score -1.14603e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -11460360.000000 Penalty: 13542.598633
	Iteration 31Q: 3 clusters Score -1.146036e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -11460431.000000 Penalty: 13542.598633
	Iteration 32Q: 3 clusters Score -1.146043e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -11460456.000000 Penalty: 13542.598633
	Iteration 33Q: 3 clusters Score -1.146046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -11460480.000000 Penalty: 13542.598633
	Iteration 34Q: 3 clusters Score -1.146048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -11460517.000000 Penalty: 13542.598633
	Iteration 35Q: 3 clusters Score -1.146052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -11460534.000000 Penalty: 13542.598633
	Iteration 36Q: 3 clusters Score -1.146053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -11460530.000000 Penalty: 13542.598633
	Iteration 37Q: 3 clusters Score -1.146053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -11460541.000000 Penalty: 13542.598633
	Iteration 38Q: 3 clusters Score -1.146054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -11460554.000000 Penalty: 13542.598633
	Iteration 39Q: 3 clusters Score -1.146055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -11460578.000000 Penalty: 13542.598633
	Iteration 40F: 3 clusters Score -1.146058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -11460594.000000 Penalty: 13542.598633
	Iteration 41Q: 3 clusters Score -1.146059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -11460582.000000 Penalty: 13542.598633
	Iteration 42Q: 3 clusters Score -1.146058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -11460584.000000 Penalty: 13542.598633
	Iteration 43Q: 3 clusters Score -1.146058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -11460592.000000 Penalty: 13542.598633
	Iteration 44Q: 3 clusters Score -1.146059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -11460596.000000 Penalty: 13542.598633
	Iteration 45Q: 3 clusters Score -1.14606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -11460587.000000 Penalty: 13542.598633
	Iteration 46Q: 3 clusters Score -1.146059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -11460595.000000 Penalty: 13542.598633
	Iteration 47Q: 3 clusters Score -1.14606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -11460586.000000 Penalty: 13542.598633
	Iteration 48Q: 3 clusters Score -1.146059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -11460587.000000 Penalty: 13542.598633
	Iteration 49Q: 3 clusters Score -1.146059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -11460597.000000 Penalty: 13542.598633
	Iteration 50Q: 3 clusters Score -1.14606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -11460599.000000 Penalty: 13542.598633
	Iteration 51Q: 3 clusters Score -1.14606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -11460603.000000 Penalty: 13542.598633
	Iteration 52Q: 3 clusters Score -1.14606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -11460600.000000 Penalty: 13542.598633
	Iteration 53Q: 3 clusters Score -1.14606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -11460613.000000 Penalty: 13542.598633
	Iteration 54Q: 3 clusters Score -1.146061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -11460608.000000 Penalty: 13542.598633
	Iteration 55Q: 3 clusters Score -1.146061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -11460616.000000 Penalty: 13542.598633
	Iteration 56Q: 3 clusters Score -1.146062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -11460616.000000 Penalty: 13542.598633
	Iteration 57F: 3 clusters Score -1.146062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -2052608.000000 Penalty: 5723.198242
	Iteration 0F: 2 clusters Score -2052608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2041490.375000 Penalty: 11446.396484
	Iteration 0F: 3 clusters Score -2041490 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2044039.000000 Penalty: 11446.396484
	Iteration 1F: 3 clusters Score -2044039 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2044657.500000 Penalty: 11446.396484
	Iteration 2F: 3 clusters Score -2044658 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2045029.750000 Penalty: 11446.396484
	Iteration 3F: 3 clusters Score -2045030 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2045264.250000 Penalty: 11446.396484
	Iteration 4Q: 3 clusters Score -2045264 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2045443.625000 Penalty: 11446.396484
	Iteration 5Q: 3 clusters Score -2045444 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2045595.125000 Penalty: 11446.396484
	Iteration 6Q: 3 clusters Score -2045595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2045725.750000 Penalty: 11446.396484
	Iteration 7Q: 3 clusters Score -2045726 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2045849.875000 Penalty: 11446.396484
	Iteration 8Q: 3 clusters Score -2045850 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2046001.375000 Penalty: 11446.396484
	Iteration 9Q: 3 clusters Score -2046001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2046181.000000 Penalty: 11446.396484
	Iteration 10Q: 3 clusters Score -2046181 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2046418.250000 Penalty: 11446.396484
	Iteration 11Q: 3 clusters Score -2046418 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2046704.500000 Penalty: 11446.396484
	Iteration 12Q: 3 clusters Score -2046704 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2047007.250000 Penalty: 11446.396484
	Iteration 13Q: 3 clusters Score -2047007 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2047252.500000 Penalty: 11446.396484
	Iteration 14Q: 3 clusters Score -2047252 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2047500.000000 Penalty: 11446.396484
	Iteration 15Q: 3 clusters Score -2047500 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2047669.875000 Penalty: 11446.396484
	Iteration 16Q: 3 clusters Score -2047670 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2047799.875000 Penalty: 11446.396484
	Iteration 17Q: 3 clusters Score -2047800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2047896.250000 Penalty: 11446.396484
	Iteration 18Q: 3 clusters Score -2047896 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2047974.375000 Penalty: 11446.396484
	Iteration 19Q: 3 clusters Score -2047974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2048026.000000 Penalty: 11446.396484
	Iteration 20F: 3 clusters Score -2048026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2048073.750000 Penalty: 11446.396484
	Iteration 21Q: 3 clusters Score -2048074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2048111.125000 Penalty: 11446.396484
	Iteration 22Q: 3 clusters Score -2048111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2048135.375000 Penalty: 11446.396484
	Iteration 23Q: 3 clusters Score -2048135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2048163.500000 Penalty: 11446.396484
	Iteration 24Q: 3 clusters Score -2048164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2048190.125000 Penalty: 11446.396484
	Iteration 25Q: 3 clusters Score -2048190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2048211.125000 Penalty: 11446.396484
	Iteration 26Q: 3 clusters Score -2048211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2048235.750000 Penalty: 11446.396484
	Iteration 27Q: 3 clusters Score -2048236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2048258.875000 Penalty: 11446.396484
	Iteration 28Q: 3 clusters Score -2048259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2048278.875000 Penalty: 11446.396484
	Iteration 29Q: 3 clusters Score -2048279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2048296.250000 Penalty: 11446.396484
	Iteration 30Q: 3 clusters Score -2048296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2048308.625000 Penalty: 11446.396484
	Iteration 31Q: 3 clusters Score -2048309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2048310.375000 Penalty: 11446.396484
	Iteration 32Q: 3 clusters Score -2048310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2048321.375000 Penalty: 11446.396484
	Iteration 33Q: 3 clusters Score -2048321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2048327.500000 Penalty: 11446.396484
	Iteration 34Q: 3 clusters Score -2048328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2048334.250000 Penalty: 11446.396484
	Iteration 35Q: 3 clusters Score -2048334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2048342.875000 Penalty: 11446.396484
	Iteration 36Q: 3 clusters Score -2048343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2048353.500000 Penalty: 11446.396484
	Iteration 37Q: 3 clusters Score -2048354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2048361.750000 Penalty: 11446.396484
	Iteration 38Q: 3 clusters Score -2048362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2048370.250000 Penalty: 11446.396484
	Iteration 39Q: 3 clusters Score -2048370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2048371.375000 Penalty: 11446.396484
	Iteration 40F: 3 clusters Score -2048371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2048379.875000 Penalty: 11446.396484
	Iteration 41Q: 3 clusters Score -2048380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2048381.000000 Penalty: 11446.396484
	Iteration 42Q: 3 clusters Score -2048381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2048385.750000 Penalty: 11446.396484
	Iteration 43Q: 3 clusters Score -2048386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2048388.875000 Penalty: 11446.396484
	Iteration 44Q: 3 clusters Score -2048389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2048394.750000 Penalty: 11446.396484
	Iteration 45Q: 3 clusters Score -2048395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2048392.625000 Penalty: 11446.396484
	Iteration 46Q: 3 clusters Score -2048393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2048399.500000 Penalty: 11446.396484
	Iteration 47Q: 3 clusters Score -2048400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2048409.000000 Penalty: 11446.396484
	Iteration 48Q: 3 clusters Score -2048409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2048407.000000 Penalty: 11446.396484
	Iteration 49Q: 3 clusters Score -2048407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2048409.500000 Penalty: 11446.396484
	Iteration 50Q: 3 clusters Score -2048410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2048411.500000 Penalty: 11446.396484
	Iteration 51Q: 3 clusters Score -2048412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2048416.250000 Penalty: 11446.396484
	Iteration 52Q: 3 clusters Score -2048416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2048422.500000 Penalty: 11446.396484
	Iteration 53Q: 3 clusters Score -2048422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2048433.500000 Penalty: 11446.396484
	Iteration 54Q: 3 clusters Score -2048434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2048432.875000 Penalty: 11446.396484
	Iteration 55Q: 3 clusters Score -2048433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2048436.250000 Penalty: 11446.396484
	Iteration 56Q: 3 clusters Score -2048436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2048439.000000 Penalty: 11446.396484
	Iteration 57Q: 3 clusters Score -2048439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2048445.375000 Penalty: 11446.396484
	Iteration 58Q: 3 clusters Score -2048445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2048447.500000 Penalty: 11446.396484
	Iteration 59Q: 3 clusters Score -2048448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2048449.750000 Penalty: 11446.396484
	Iteration 60F: 3 clusters Score -2048450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2048452.750000 Penalty: 11446.396484
	Iteration 61Q: 3 clusters Score -2048453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2048452.500000 Penalty: 11446.396484
	Iteration 62Q: 3 clusters Score -2048452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2048463.500000 Penalty: 11446.396484
	Iteration 63Q: 3 clusters Score -2048464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2048462.625000 Penalty: 11446.396484
	Iteration 64Q: 3 clusters Score -2048463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2048463.250000 Penalty: 11446.396484
	Iteration 65Q: 3 clusters Score -2048463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2048467.375000 Penalty: 11446.396484
	Iteration 66Q: 3 clusters Score -2048467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2048469.750000 Penalty: 11446.396484
	Iteration 67Q: 3 clusters Score -2048470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2048478.375000 Penalty: 11446.396484
	Iteration 68Q: 3 clusters Score -2048478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2048479.000000 Penalty: 11446.396484
	Iteration 69Q: 3 clusters Score -2048479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2048479.250000 Penalty: 11446.396484
	Iteration 70Q: 3 clusters Score -2048479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2048483.500000 Penalty: 11446.396484
	Iteration 71Q: 3 clusters Score -2048484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2048483.750000 Penalty: 11446.396484
	Iteration 72Q: 3 clusters Score -2048484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2048481.250000 Penalty: 11446.396484
	Iteration 73Q: 3 clusters Score -2048481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2048484.875000 Penalty: 11446.396484
	Iteration 74Q: 3 clusters Score -2048485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2048486.750000 Penalty: 11446.396484
	Iteration 75Q: 3 clusters Score -2048487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2048489.375000 Penalty: 11446.396484
	Iteration 76Q: 3 clusters Score -2048489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2048489.750000 Penalty: 11446.396484
	Iteration 77Q: 3 clusters Score -2048490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2048489.750000 Penalty: 11446.396484
	Iteration 78F: 3 clusters Score -2048490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Entering Unmasked Estep 
Score: -4066714.500000 Penalty: 6143.476074
	Iteration 0F: 2 clusters Score -4066714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4048615.000000 Penalty: 12286.952148
	Iteration 0F: 3 clusters Score -4048615 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4053402.750000 Penalty: 12286.952148
	Iteration 1F: 3 clusters Score -4053403 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4054176.000000 Penalty: 12286.952148
	Iteration 2F: 3 clusters Score -4054176 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -4054765.750000 Penalty: 12286.952148
	Iteration 3F: 3 clusters Score -4054766 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4055383.750000 Penalty: 12286.952148
	Iteration 4Q: 3 clusters Score -4055384 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4055957.250000 Penalty: 12286.952148
	Iteration 5Q: 3 clusters Score -4055957 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4056416.000000 Penalty: 12286.952148
	Iteration 6Q: 3 clusters Score -4056416 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4056815.750000 Penalty: 12286.952148
	Iteration 7Q: 3 clusters Score -4056816 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4057155.750000 Penalty: 12286.952148
	Iteration 8Q: 3 clusters Score -4057156 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4057460.000000 Penalty: 12286.952148
	Iteration 9Q: 3 clusters Score -4057460 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4057753.750000 Penalty: 12286.952148
	Iteration 10Q: 3 clusters Score -4057754 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -4057998.250000 Penalty: 12286.952148
	Iteration 11Q: 3 clusters Score -4057998 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -4058245.500000 Penalty: 12286.952148
	Iteration 12Q: 3 clusters Score -4058246 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4058471.750000 Penalty: 12286.952148
	Iteration 13Q: 3 clusters Score -4058472 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4058676.500000 Penalty: 12286.952148
	Iteration 14Q: 3 clusters Score -4058676 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4058857.750000 Penalty: 12286.952148
	Iteration 15Q: 3 clusters Score -4058858 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4059043.000000 Penalty: 12286.952148
	Iteration 16Q: 3 clusters Score -4059043 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4059210.750000 Penalty: 12286.952148
	Iteration 17Q: 3 clusters Score -4059211 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4059393.000000 Penalty: 12286.952148
	Iteration 18Q: 3 clusters Score -4059393 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4059627.750000 Penalty: 12286.952148
	Iteration 19Q: 3 clusters Score -4059628 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4059888.250000 Penalty: 12286.952148
	Iteration 20F: 3 clusters Score -4059888 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4060109 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4060335 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4060550 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4060788 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4061011 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4061224 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4061437 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4061641.000000 Penalty: 12286.952148
	Iteration 28Q: 3 clusters Score -4061641 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4061795 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -4061902.000000 Penalty: 12286.952148
	Iteration 30Q: 3 clusters Score -4061902 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4061987.000000 Penalty: 12286.952148
	Iteration 31Q: 3 clusters Score -4061987 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4062039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4062089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4062131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4062172.000000 Penalty: 12286.952148
	Iteration 35Q: 3 clusters Score -4062172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4062196.500000 Penalty: 12286.952148
	Iteration 36Q: 3 clusters Score -4062196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4062218.250000 Penalty: 12286.952148
	Iteration 37Q: 3 clusters Score -4062218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4062240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4062253.250000 Penalty: 12286.952148
	Iteration 39Q: 3 clusters Score -4062253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4062267.000000 Penalty: 12286.952148
	Iteration 40F: 3 clusters Score -4062267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4062285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4062298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4062298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4062310.750000 Penalty: 12286.952148
	Iteration 44Q: 3 clusters Score -4062311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4062313.250000 Penalty: 12286.952148
	Iteration 45Q: 3 clusters Score -4062313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4062312.500000 Penalty: 12286.952148
	Iteration 46Q: 3 clusters Score -4062312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4062332.000000 Penalty: 12286.952148
	Iteration 47Q: 3 clusters Score -4062332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4062337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4062331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4062332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4062335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4062344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4062356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4062358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4062361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4062360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4062362.750000 Penalty: 12286.952148
	Iteration 57Q: 3 clusters Score -4062363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4062363.750000 Penalty: 12286.952148
	Iteration 58Q: 3 clusters Score -4062364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4062364.500000 Penalty: 12286.952148
	Iteration 59Q: 3 clusters Score -4062364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4062378.000000 Penalty: 12286.952148
	Iteration 60F: 3 clusters Score -4062378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4062393.250000 Penalty: 12286.952148
	Iteration 61Q: 3 clusters Score -4062393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4062399.250000 Penalty: 12286.952148
	Iteration 62Q: 3 clusters Score -4062399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4062413.250000 Penalty: 12286.952148
	Iteration 63Q: 3 clusters Score -4062413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -4062409.000000 Penalty: 12286.952148
	Iteration 64Q: 3 clusters Score -4062409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4062419.750000 Penalty: 12286.952148
	Iteration 65Q: 3 clusters Score -4062420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4062423.000000 Penalty: 12286.952148
	Iteration 66Q: 3 clusters Score -4062423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4062427.000000 Penalty: 12286.952148
	Iteration 67Q: 3 clusters Score -4062427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4062428.000000 Penalty: 12286.952148
	Iteration 68Q: 3 clusters Score -4062428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4062439.000000 Penalty: 12286.952148
	Iteration 69Q: 3 clusters Score -4062439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4062442.000000 Penalty: 12286.952148
	Iteration 70Q: 3 clusters Score -4062442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4062447.250000 Penalty: 12286.952148
	Iteration 71Q: 3 clusters Score -4062447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4062451.000000 Penalty: 12286.952148
	Iteration 72Q: 3 clusters Score -4062451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4062462.250000 Penalty: 12286.952148
	Iteration 73Q: 3 clusters Score -4062462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4062462.000000 Penalty: 12286.952148
	Iteration 74Q: 3 clusters Score -4062462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4062464.500000 Penalty: 12286.952148
	Iteration 75Q: 3 clusters Score -4062464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4062468.250000 Penalty: 12286.952148
	Iteration 76Q: 3 clusters Score -4062468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4062482.250000 Penalty: 12286.952148
	Iteration 77Q: 3 clusters Score -4062482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4062478.750000 Penalty: 12286.952148
	Iteration 78Q: 3 clusters Score -4062479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4062499.000000 Penalty: 12286.952148
	Iteration 79Q: 3 clusters Score -4062499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4062489.500000 Penalty: 12286.952148
	Iteration 80F: 3 clusters Score -4062490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4062495.500000 Penalty: 12286.952148
	Iteration 81Q: 3 clusters Score -4062496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4062504.500000 Penalty: 12286.952148
	Iteration 82Q: 3 clusters Score -4062504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4062499.750000 Penalty: 12286.952148
	Iteration 83Q: 3 clusters Score -4062500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4062499.250000 Penalty: 12286.952148
	Iteration 84Q: 3 clusters Score -4062499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4062501.000000 Penalty: 12286.952148
	Iteration 85Q: 3 clusters Score -4062501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4062503.000000 Penalty: 12286.952148
	Iteration 86Q: 3 clusters Score -4062503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4062498.750000 Penalty: 12286.952148
	Iteration 87Q: 3 clusters Score -4062499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4062499.250000 Penalty: 12286.952148
	Iteration 88Q: 3 clusters Score -4062499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4062504.250000 Penalty: 12286.952148
	Iteration 89Q: 3 clusters Score -4062504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4062505.000000 Penalty: 12286.952148
	Iteration 90Q: 3 clusters Score -4062505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4062501.750000 Penalty: 12286.952148
	Iteration 91Q: 3 clusters Score -4062502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4062502.250000 Penalty: 12286.952148
	Iteration 92Q: 3 clusters Score -4062502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4062497.250000 Penalty: 12286.952148
	Iteration 93Q: 3 clusters Score -4062497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4062505.500000 Penalty: 12286.952148
	Iteration 94Q: 3 clusters Score -4062506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4062513.500000 Penalty: 12286.952148
	Iteration 95Q: 3 clusters Score -4062514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4062513.000000 Penalty: 12286.952148
	Iteration 96Q: 3 clusters Score -4062513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4062510.000000 Penalty: 12286.952148
	Iteration 97Q: 3 clusters Score -4062510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4062512.750000 Penalty: 12286.952148
	Iteration 98Q: 3 clusters Score -4062513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4062519.000000 Penalty: 12286.952148
	Iteration 99Q: 3 clusters Score -4062519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4062514.000000 Penalty: 12286.952148
	Iteration 100F: 3 clusters Score -4062514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4062519.750000 Penalty: 12286.952148
	Iteration 101Q: 3 clusters Score -4062520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4062526.000000 Penalty: 12286.952148
	Iteration 102Q: 3 clusters Score -4062526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4062525.750000 Penalty: 12286.952148
	Iteration 103Q: 3 clusters Score -4062526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4062526.000000 Penalty: 12286.952148
	Iteration 104Q: 3 clusters Score -4062526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4062527.000000 Penalty: 12286.952148
	Iteration 105Q: 3 clusters Score -4062527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4062527.000000 Penalty: 12286.952148
	Iteration 106F: 3 clusters Score -4062527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 481374 members 
Entering Unmasked Estep 
Score: -86960872.000000 Penalty: 8014.195312
	Iteration 0F: 2 clusters Score -8.696087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240813 members 
Mstep: Class 2 contains 240561 members 
Entering Unmasked Estep 
Score: -86662016.000000 Penalty: 16028.390625
	Iteration 0F: 3 clusters Score -8.666202e+07 nChanged 231538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241201 members 
Mstep: Class 2 contains 240173 members 
Entering Unmasked Estep 
Score: -86798744.000000 Penalty: 16028.390625
	Iteration 1F: 3 clusters Score -8.679874e+07 nChanged 12128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 241263 members 
Mstep: Class 2 contains 240111 members 
Entering Unmasked Estep 
Score: -86801224.000000 Penalty: 16028.390625
	Iteration 2Q: 3 clusters Score -8.680122e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241246 members 
Mstep: Class 2 contains 240128 members 
Entering Unmasked Estep 
Score: -86804016.000000 Penalty: 16028.390625
	Iteration 3Q: 3 clusters Score -8.680402e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241097 members 
Mstep: Class 2 contains 240277 members 
Entering Unmasked Estep 
Score: -86807320.000000 Penalty: 16028.390625
	Iteration 4Q: 3 clusters Score -8.680732e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240756 members 
Mstep: Class 2 contains 240618 members 
Entering Unmasked Estep 
Score: -86810920.000000 Penalty: 16028.390625
	Iteration 5Q: 3 clusters Score -8.681092e+07 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240157 members 
Mstep: Class 2 contains 241217 members 
Entering Unmasked Estep 
Score: -86815496.000000 Penalty: 16028.390625
	Iteration 6Q: 3 clusters Score -8.68155e+07 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239576 members 
Mstep: Class 2 contains 241798 members 
Entering Unmasked Estep 
Score: -86820480.000000 Penalty: 16028.390625
	Iteration 7Q: 3 clusters Score -8.682048e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239126 members 
Mstep: Class 2 contains 242248 members 
Entering Unmasked Estep 
Score: -86825816.000000 Penalty: 16028.390625
	Iteration 8Q: 3 clusters Score -8.682582e+07 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238947 members 
Mstep: Class 2 contains 242427 members 
Entering Unmasked Estep 
Score: -86831568.000000 Penalty: 16028.390625
	Iteration 9Q: 3 clusters Score -8.683157e+07 nChanged 18731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239228 members 
Mstep: Class 2 contains 242146 members 
Entering Unmasked Estep 
Score: -86836824.000000 Penalty: 16028.390625
	Iteration 10Q: 3 clusters Score -8.683682e+07 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240134 members 
Mstep: Class 2 contains 241240 members 
Entering Unmasked Estep 
Score: -86842520.000000 Penalty: 16028.390625
	Iteration 11Q: 3 clusters Score -8.684252e+07 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241525 members 
Mstep: Class 2 contains 239849 members 
Entering Unmasked Estep 
Score: -86846808.000000 Penalty: 16028.390625
	Iteration 12Q: 3 clusters Score -8.684681e+07 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243446 members 
Mstep: Class 2 contains 237928 members 
Entering Unmasked Estep 
Score: -86851256.000000 Penalty: 16028.390625
	Iteration 13Q: 3 clusters Score -8.685126e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245994 members 
Mstep: Class 2 contains 235380 members 
Entering Unmasked Estep 
Score: -86856008.000000 Penalty: 16028.390625
	Iteration 14Q: 3 clusters Score -8.685601e+07 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248814 members 
Mstep: Class 2 contains 232560 members 
Entering Unmasked Estep 
Score: -86861824.000000 Penalty: 16028.390625
	Iteration 15Q: 3 clusters Score -8.686182e+07 nChanged 17613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251887 members 
Mstep: Class 2 contains 229487 members 
Entering Unmasked Estep 
Score: -86869928.000000 Penalty: 16028.390625
	Iteration 16Q: 3 clusters Score -8.686993e+07 nChanged 19195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254556 members 
Mstep: Class 2 contains 226818 members 
Entering Unmasked Estep 
Score: -86879728.000000 Penalty: 16028.390625
	Iteration 17Q: 3 clusters Score -8.687973e+07 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256175 members 
Mstep: Class 2 contains 225199 members 
Entering Unmasked Estep 
Score: -86889304.000000 Penalty: 16028.390625
	Iteration 18Q: 3 clusters Score -8.68893e+07 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256839 members 
Mstep: Class 2 contains 224535 members 
Entering Unmasked Estep 
Score: -86895224.000000 Penalty: 16028.390625
	Iteration 19Q: 3 clusters Score -8.689522e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256900 members 
Mstep: Class 2 contains 224474 members 
Entering Unmasked Estep 
Score: -86897280.000000 Penalty: 16028.390625
	Iteration 20F: 3 clusters Score -8.689728e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257046 members 
Mstep: Class 2 contains 224328 members 
Entering Unmasked Estep 
Score: -86898056.000000 Penalty: 16028.390625
	Iteration 21Q: 3 clusters Score -8.689806e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257328 members 
Mstep: Class 2 contains 224046 members 
Entering Unmasked Estep 
Score: -86898704.000000 Penalty: 16028.390625
	Iteration 22Q: 3 clusters Score -8.68987e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257594 members 
Mstep: Class 2 contains 223780 members 
Entering Unmasked Estep 
Score: -86898736.000000 Penalty: 16028.390625
	Iteration 23Q: 3 clusters Score -8.689874e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257913 members 
Mstep: Class 2 contains 223461 members 
Entering Unmasked Estep 
Score: -86898912.000000 Penalty: 16028.390625
	Iteration 24Q: 3 clusters Score -8.689891e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258222 members 
Mstep: Class 2 contains 223152 members 
Entering Unmasked Estep 
Score: -86898600.000000 Penalty: 16028.390625
	Iteration 25Q: 3 clusters Score -8.68986e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258604 members 
Mstep: Class 2 contains 222770 members 
Entering Unmasked Estep 
Score: -86898696.000000 Penalty: 16028.390625
	Iteration 26Q: 3 clusters Score -8.68987e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258981 members 
Mstep: Class 2 contains 222393 members 
Entering Unmasked Estep 
Score: -86898616.000000 Penalty: 16028.390625
	Iteration 27Q: 3 clusters Score -8.689862e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259436 members 
Mstep: Class 2 contains 221938 members 
Entering Unmasked Estep 
Score: -86898768.000000 Penalty: 16028.390625
	Iteration 28Q: 3 clusters Score -8.689877e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259895 members 
Mstep: Class 2 contains 221479 members 
Entering Unmasked Estep 
Score: -86898392.000000 Penalty: 16028.390625
	Iteration 29Q: 3 clusters Score -8.689839e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260340 members 
Mstep: Class 2 contains 221034 members 
Entering Unmasked Estep 
Score: -86898400.000000 Penalty: 16028.390625
	Iteration 30Q: 3 clusters Score -8.68984e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260861 members 
Mstep: Class 2 contains 220513 members 
Entering Unmasked Estep 
Score: -86898344.000000 Penalty: 16028.390625
	Iteration 31Q: 3 clusters Score -8.689834e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261451 members 
Mstep: Class 2 contains 219923 members 
Entering Unmasked Estep 
Score: -86898416.000000 Penalty: 16028.390625
	Iteration 32Q: 3 clusters Score -8.689842e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262105 members 
Mstep: Class 2 contains 219269 members 
Entering Unmasked Estep 
Score: -86898464.000000 Penalty: 16028.390625
	Iteration 33Q: 3 clusters Score -8.689846e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262833 members 
Mstep: Class 2 contains 218541 members 
Entering Unmasked Estep 
Score: -86898400.000000 Penalty: 16028.390625
	Iteration 34Q: 3 clusters Score -8.68984e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263629 members 
Mstep: Class 2 contains 217745 members 
Entering Unmasked Estep 
Score: -86898512.000000 Penalty: 16028.390625
	Iteration 35Q: 3 clusters Score -8.689851e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264486 members 
Mstep: Class 2 contains 216888 members 
Entering Unmasked Estep 
Score: -86898360.000000 Penalty: 16028.390625
	Iteration 36Q: 3 clusters Score -8.689836e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265348 members 
Mstep: Class 2 contains 216026 members 
Entering Unmasked Estep 
Score: -86898360.000000 Penalty: 16028.390625
	Iteration 37Q: 3 clusters Score -8.689836e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266267 members 
Mstep: Class 2 contains 215107 members 
Entering Unmasked Estep 
Score: -86898592.000000 Penalty: 16028.390625
	Iteration 38Q: 3 clusters Score -8.689859e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267155 members 
Mstep: Class 2 contains 214219 members 
Entering Unmasked Estep 
Score: -86898472.000000 Penalty: 16028.390625
	Iteration 39Q: 3 clusters Score -8.689847e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268035 members 
Mstep: Class 2 contains 213339 members 
Entering Unmasked Estep 
Score: -86898504.000000 Penalty: 16028.390625
	Iteration 40F: 3 clusters Score -8.68985e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269023 members 
Mstep: Class 2 contains 212351 members 
Entering Unmasked Estep 
Score: -86898456.000000 Penalty: 16028.390625
	Iteration 41Q: 3 clusters Score -8.689846e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270099 members 
Mstep: Class 2 contains 211275 members 
Entering Unmasked Estep 
Score: -86898512.000000 Penalty: 16028.390625
	Iteration 42Q: 3 clusters Score -8.689851e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271291 members 
Mstep: Class 2 contains 210083 members 
Entering Unmasked Estep 
Score: -86898480.000000 Penalty: 16028.390625
	Iteration 43Q: 3 clusters Score -8.689848e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272486 members 
Mstep: Class 2 contains 208888 members 
Entering Unmasked Estep 
Score: -86898632.000000 Penalty: 16028.390625
	Iteration 44Q: 3 clusters Score -8.689863e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273793 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -86898888.000000 Penalty: 16028.390625
	Iteration 45Q: 3 clusters Score -8.689889e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275186 members 
Mstep: Class 2 contains 206188 members 
Entering Unmasked Estep 
Score: -86898944.000000 Penalty: 16028.390625
	Iteration 46Q: 3 clusters Score -8.689894e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276665 members 
Mstep: Class 2 contains 204709 members 
Entering Unmasked Estep 
Score: -86898952.000000 Penalty: 16028.390625
	Iteration 47Q: 3 clusters Score -8.689895e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278198 members 
Mstep: Class 2 contains 203176 members 
Entering Unmasked Estep 
Score: -86899248.000000 Penalty: 16028.390625
	Iteration 48Q: 3 clusters Score -8.689925e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279748 members 
Mstep: Class 2 contains 201626 members 
Entering Unmasked Estep 
Score: -86899424.000000 Penalty: 16028.390625
	Iteration 49Q: 3 clusters Score -8.689942e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281384 members 
Mstep: Class 2 contains 199990 members 
Entering Unmasked Estep 
Score: -86899736.000000 Penalty: 16028.390625
	Iteration 50Q: 3 clusters Score -8.689974e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283105 members 
Mstep: Class 2 contains 198269 members 
Entering Unmasked Estep 
Score: -86900024.000000 Penalty: 16028.390625
	Iteration 51Q: 3 clusters Score -8.690002e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284927 members 
Mstep: Class 2 contains 196447 members 
Entering Unmasked Estep 
Score: -86900072.000000 Penalty: 16028.390625
	Iteration 52Q: 3 clusters Score -8.690007e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286733 members 
Mstep: Class 2 contains 194641 members 
Entering Unmasked Estep 
Score: -86900440.000000 Penalty: 16028.390625
	Iteration 53Q: 3 clusters Score -8.690044e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288776 members 
Mstep: Class 2 contains 192598 members 
Entering Unmasked Estep 
Score: -86900744.000000 Penalty: 16028.390625
	Iteration 54Q: 3 clusters Score -8.690074e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290822 members 
Mstep: Class 2 contains 190552 members 
Entering Unmasked Estep 
Score: -86901168.000000 Penalty: 16028.390625
	Iteration 55Q: 3 clusters Score -8.690117e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292829 members 
Mstep: Class 2 contains 188545 members 
Entering Unmasked Estep 
Score: -86901416.000000 Penalty: 16028.390625
	Iteration 56Q: 3 clusters Score -8.690142e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294877 members 
Mstep: Class 2 contains 186497 members 
Entering Unmasked Estep 
Score: -86901640.000000 Penalty: 16028.390625
	Iteration 57Q: 3 clusters Score -8.690164e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296996 members 
Mstep: Class 2 contains 184378 members 
Entering Unmasked Estep 
Score: -86901856.000000 Penalty: 16028.390625
	Iteration 58Q: 3 clusters Score -8.690186e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299193 members 
Mstep: Class 2 contains 182181 members 
Entering Unmasked Estep 
Score: -86902456.000000 Penalty: 16028.390625
	Iteration 59Q: 3 clusters Score -8.690246e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301445 members 
Mstep: Class 2 contains 179929 members 
Entering Unmasked Estep 
Score: -86903072.000000 Penalty: 16028.390625
	Iteration 60F: 3 clusters Score -8.690307e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303783 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -86903448.000000 Penalty: 16028.390625
	Iteration 61Q: 3 clusters Score -8.690345e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306323 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -86903864.000000 Penalty: 16028.390625
	Iteration 62Q: 3 clusters Score -8.690386e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308912 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -86904528.000000 Penalty: 16028.390625
	Iteration 63Q: 3 clusters Score -8.690453e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311786 members 
Mstep: Class 2 contains 169588 members 
Entering Unmasked Estep 
Score: -86905168.000000 Penalty: 16028.390625
	Iteration 64Q: 3 clusters Score -8.690517e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314798 members 
Mstep: Class 2 contains 166576 members 
Entering Unmasked Estep 
Score: -86905416.000000 Penalty: 16028.390625
	Iteration 65Q: 3 clusters Score -8.690542e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317962 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -86905768.000000 Penalty: 16028.390625
	Iteration 66Q: 3 clusters Score -8.690577e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321412 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -86906648.000000 Penalty: 16028.390625
	Iteration 67Q: 3 clusters Score -8.690665e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325027 members 
Mstep: Class 2 contains 156347 members 
Entering Unmasked Estep 
Score: -86906944.000000 Penalty: 16028.390625
	Iteration 68Q: 3 clusters Score -8.690694e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328764 members 
Mstep: Class 2 contains 152610 members 
Entering Unmasked Estep 
Score: -86907864.000000 Penalty: 16028.390625
	Iteration 69Q: 3 clusters Score -8.690786e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332675 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -86908808.000000 Penalty: 16028.390625
	Iteration 70Q: 3 clusters Score -8.690881e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336798 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -86909680.000000 Penalty: 16028.390625
	Iteration 71Q: 3 clusters Score -8.690968e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341333 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -86910880.000000 Penalty: 16028.390625
	Iteration 72Q: 3 clusters Score -8.691088e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346269 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -86912264.000000 Penalty: 16028.390625
	Iteration 73Q: 3 clusters Score -8.691226e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351574 members 
Mstep: Class 2 contains 129800 members 
Entering Unmasked Estep 
Score: -86913832.000000 Penalty: 16028.390625
	Iteration 74Q: 3 clusters Score -8.691383e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357244 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -86915360.000000 Penalty: 16028.390625
	Iteration 75Q: 3 clusters Score -8.691536e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363222 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -86917080.000000 Penalty: 16028.390625
	Iteration 76Q: 3 clusters Score -8.691708e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369519 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -86919288.000000 Penalty: 16028.390625
	Iteration 77Q: 3 clusters Score -8.691929e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376143 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -86921680.000000 Penalty: 16028.390625
	Iteration 78Q: 3 clusters Score -8.692168e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383136 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -86924072.000000 Penalty: 16028.390625
	Iteration 79Q: 3 clusters Score -8.692407e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390285 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -86926928.000000 Penalty: 16028.390625
	Iteration 80F: 3 clusters Score -8.692693e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397480 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -86930368.000000 Penalty: 16028.390625
	Iteration 81Q: 3 clusters Score -8.693037e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404770 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -86933448.000000 Penalty: 16028.390625
	Iteration 82Q: 3 clusters Score -8.693345e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412150 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -86936816.000000 Penalty: 16028.390625
	Iteration 83Q: 3 clusters Score -8.693682e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419355 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -86940720.000000 Penalty: 16028.390625
	Iteration 84Q: 3 clusters Score -8.694072e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426273 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -86943792.000000 Penalty: 16028.390625
	Iteration 85Q: 3 clusters Score -8.694379e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432704 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -86946608.000000 Penalty: 16028.390625
	Iteration 86Q: 3 clusters Score -8.694661e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438553 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -86949440.000000 Penalty: 16028.390625
	Iteration 87Q: 3 clusters Score -8.694944e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443781 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -86951472.000000 Penalty: 16028.390625
	Iteration 88Q: 3 clusters Score -8.695147e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448514 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -86952624.000000 Penalty: 16028.390625
	Iteration 89Q: 3 clusters Score -8.695262e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452634 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -86954440.000000 Penalty: 16028.390625
	Iteration 90Q: 3 clusters Score -8.695444e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456123 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -86955328.000000 Penalty: 16028.390625
	Iteration 91Q: 3 clusters Score -8.695533e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459188 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -86955792.000000 Penalty: 16028.390625
	Iteration 92Q: 3 clusters Score -8.695579e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461792 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -86956648.000000 Penalty: 16028.390625
	Iteration 93Q: 3 clusters Score -8.695665e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463965 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -86957216.000000 Penalty: 16028.390625
	Iteration 94Q: 3 clusters Score -8.695722e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465789 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -86957656.000000 Penalty: 16028.390625
	Iteration 95Q: 3 clusters Score -8.695766e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467348 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -86957920.000000 Penalty: 16028.390625
	Iteration 96Q: 3 clusters Score -8.695792e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468660 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -86958176.000000 Penalty: 16028.390625
	Iteration 97Q: 3 clusters Score -8.695818e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469778 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -86958248.000000 Penalty: 16028.390625
	Iteration 98Q: 3 clusters Score -8.695825e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470697 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -86958424.000000 Penalty: 16028.390625
	Iteration 99Q: 3 clusters Score -8.695842e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471453 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -86958248.000000 Penalty: 16028.390625
	Iteration 100F: 3 clusters Score -8.695825e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472092 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -86958104.000000 Penalty: 16028.390625
	Iteration 101Q: 3 clusters Score -8.69581e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472621 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -86958016.000000 Penalty: 16028.390625
	Iteration 102Q: 3 clusters Score -8.695802e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473075 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -86957784.000000 Penalty: 16028.390625
	Iteration 103Q: 3 clusters Score -8.695778e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473503 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -86957616.000000 Penalty: 16028.390625
	Iteration 104Q: 3 clusters Score -8.695762e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473865 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -86957584.000000 Penalty: 16028.390625
	Iteration 105Q: 3 clusters Score -8.695758e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474175 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -86957440.000000 Penalty: 16028.390625
	Iteration 106Q: 3 clusters Score -8.695744e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474442 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -86957368.000000 Penalty: 16028.390625
	Iteration 107Q: 3 clusters Score -8.695737e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474675 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -86957344.000000 Penalty: 16028.390625
	Iteration 108Q: 3 clusters Score -8.695734e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474876 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -86957272.000000 Penalty: 16028.390625
	Iteration 109Q: 3 clusters Score -8.695727e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475052 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -86957256.000000 Penalty: 16028.390625
	Iteration 110Q: 3 clusters Score -8.695726e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475218 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -86957144.000000 Penalty: 16028.390625
	Iteration 111Q: 3 clusters Score -8.695714e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475370 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -86957064.000000 Penalty: 16028.390625
	Iteration 112Q: 3 clusters Score -8.695706e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475533 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -86957088.000000 Penalty: 16028.390625
	Iteration 113Q: 3 clusters Score -8.695709e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475678 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -86957032.000000 Penalty: 16028.390625
	Iteration 114Q: 3 clusters Score -8.695703e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475806 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -86956832.000000 Penalty: 16028.390625
	Iteration 115Q: 3 clusters Score -8.695683e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475924 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -86956872.000000 Penalty: 16028.390625
	Iteration 116Q: 3 clusters Score -8.695687e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476029 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -86956872.000000 Penalty: 16028.390625
	Iteration 117Q: 3 clusters Score -8.695687e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476120 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -86956872.000000 Penalty: 16028.390625
	Iteration 118Q: 3 clusters Score -8.695687e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476211 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -86956872.000000 Penalty: 16028.390625
	Iteration 119Q: 3 clusters Score -8.695687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476291 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -86956896.000000 Penalty: 16028.390625
	Iteration 120F: 3 clusters Score -8.69569e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476343 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -86956944.000000 Penalty: 16028.390625
	Iteration 121Q: 3 clusters Score -8.695694e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476398 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -86956856.000000 Penalty: 16028.390625
	Iteration 122Q: 3 clusters Score -8.695686e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476451 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -86956920.000000 Penalty: 16028.390625
	Iteration 123Q: 3 clusters Score -8.695692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476499 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -86956912.000000 Penalty: 16028.390625
	Iteration 124Q: 3 clusters Score -8.695691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476541 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -86956912.000000 Penalty: 16028.390625
	Iteration 125Q: 3 clusters Score -8.695691e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476566 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -86956928.000000 Penalty: 16028.390625
	Iteration 126Q: 3 clusters Score -8.695693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476582 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -86956936.000000 Penalty: 16028.390625
	Iteration 127Q: 3 clusters Score -8.695694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476598 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -86956936.000000 Penalty: 16028.390625
	Iteration 128Q: 3 clusters Score -8.695694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476615 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -86956952.000000 Penalty: 16028.390625
	Iteration 129Q: 3 clusters Score -8.695695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476630 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -86956960.000000 Penalty: 16028.390625
	Iteration 130Q: 3 clusters Score -8.695696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476652 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -86956968.000000 Penalty: 16028.390625
	Iteration 131Q: 3 clusters Score -8.695697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476676 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -86956968.000000 Penalty: 16028.390625
	Iteration 132Q: 3 clusters Score -8.695697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476698 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -86957016.000000 Penalty: 16028.390625
	Iteration 133Q: 3 clusters Score -8.695702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476714 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -86956976.000000 Penalty: 16028.390625
	Iteration 134Q: 3 clusters Score -8.695698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476732 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -86956992.000000 Penalty: 16028.390625
	Iteration 135Q: 3 clusters Score -8.695699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476744 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -86956936.000000 Penalty: 16028.390625
	Iteration 136Q: 3 clusters Score -8.695694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476754 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -86956984.000000 Penalty: 16028.390625
	Iteration 137Q: 3 clusters Score -8.695698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476766 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -86956976.000000 Penalty: 16028.390625
	Iteration 138Q: 3 clusters Score -8.695698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476773 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -86956920.000000 Penalty: 16028.390625
	Iteration 139Q: 3 clusters Score -8.695692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476777 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -86956904.000000 Penalty: 16028.390625
	Iteration 140F: 3 clusters Score -8.69569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476780 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -86956920.000000 Penalty: 16028.390625
	Iteration 141Q: 3 clusters Score -8.695692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476781 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -86956920.000000 Penalty: 16028.390625
	Iteration 142Q: 3 clusters Score -8.695692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476781 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -86956920.000000 Penalty: 16028.390625
	Iteration 143F: 3 clusters Score -8.695692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -165610.437500 Penalty: 4317.668457
	Iteration 0F: 2 clusters Score -165610.4 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 561 members 
Entering Unmasked Estep 
Score: -161614.421875 Penalty: 8635.336914
	Iteration 0F: 3 clusters Score -161614.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -162199.234375 Penalty: 8635.336914
	Iteration 1F: 3 clusters Score -162199.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162645.890625 Penalty: 8635.336914
	Iteration 2F: 3 clusters Score -162645.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162939.328125 Penalty: 8635.336914
	Iteration 3F: 3 clusters Score -162939.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163346.734375 Penalty: 8635.336914
	Iteration 4F: 3 clusters Score -163346.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -163651.531250 Penalty: 8635.336914
	Iteration 5F: 3 clusters Score -163651.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -163966.640625 Penalty: 8635.336914
	Iteration 6Q: 3 clusters Score -163966.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -164178.437500 Penalty: 8635.336914
	Iteration 7Q: 3 clusters Score -164178.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -164393.156250 Penalty: 8635.336914
	Iteration 8Q: 3 clusters Score -164393.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -164624.000000 Penalty: 8635.336914
	Iteration 9Q: 3 clusters Score -164624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -164833.250000 Penalty: 8635.336914
	Iteration 10Q: 3 clusters Score -164833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -164966.546875 Penalty: 8635.336914
	Iteration 11Q: 3 clusters Score -164966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -165014.859375 Penalty: 8635.336914
	Iteration 12Q: 3 clusters Score -165014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -165078.593750 Penalty: 8635.336914
	Iteration 13Q: 3 clusters Score -165078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165114.843750 Penalty: 8635.336914
	Iteration 14Q: 3 clusters Score -165114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -165142.390625 Penalty: 8635.336914
	Iteration 15Q: 3 clusters Score -165142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165181.625000 Penalty: 8635.336914
	Iteration 16Q: 3 clusters Score -165181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165237.515625 Penalty: 8635.336914
	Iteration 17Q: 3 clusters Score -165237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165298.453125 Penalty: 8635.336914
	Iteration 18Q: 3 clusters Score -165298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165311.156250 Penalty: 8635.336914
	Iteration 19Q: 3 clusters Score -165311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165325.343750 Penalty: 8635.336914
	Iteration 20F: 3 clusters Score -165325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165346.515625 Penalty: 8635.336914
	Iteration 21Q: 3 clusters Score -165346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165355.781250 Penalty: 8635.336914
	Iteration 22Q: 3 clusters Score -165355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165355.781250 Penalty: 8635.336914
	Iteration 23F: 3 clusters Score -165355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -211763.859375 Penalty: 4343.691895
	Iteration 0F: 2 clusters Score -211763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -207487.453125 Penalty: 8687.383789
	Iteration 0F: 3 clusters Score -207487.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -207899.218750 Penalty: 8687.383789
	Iteration 1F: 3 clusters Score -207899.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -207997.968750 Penalty: 8687.383789
	Iteration 2Q: 3 clusters Score -207998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -208044.531250 Penalty: 8687.383789
	Iteration 3Q: 3 clusters Score -208044.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -208060.140625 Penalty: 8687.383789
	Iteration 4Q: 3 clusters Score -208060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -208064.578125 Penalty: 8687.383789
	Iteration 5Q: 3 clusters Score -208064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -208070.296875 Penalty: 8687.383789
	Iteration 6Q: 3 clusters Score -208070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -208073.843750 Penalty: 8687.383789
	Iteration 7Q: 3 clusters Score -208073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -208073.843750 Penalty: 8687.383789
	Iteration 8F: 3 clusters Score -208073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173667 members 
Entering Unmasked Estep 
Score: -31368396.000000 Penalty: 7389.748047
	Iteration 0F: 2 clusters Score -3.13684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -31251286.000000 Penalty: 14779.496094
	Iteration 0F: 3 clusters Score -3.125129e+07 nChanged 81121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -31296930.000000 Penalty: 14779.496094
	Iteration 1F: 3 clusters Score -3.129693e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -31298190.000000 Penalty: 14779.496094
	Iteration 2Q: 3 clusters Score -3.129819e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -31299388.000000 Penalty: 14779.496094
	Iteration 3Q: 3 clusters Score -3.129939e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -31300774.000000 Penalty: 14779.496094
	Iteration 4Q: 3 clusters Score -3.130077e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -31302202.000000 Penalty: 14779.496094
	Iteration 5Q: 3 clusters Score -3.13022e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -31304030.000000 Penalty: 14779.496094
	Iteration 6Q: 3 clusters Score -3.130403e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -31306742.000000 Penalty: 14779.496094
	Iteration 7Q: 3 clusters Score -3.130674e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -31310116.000000 Penalty: 14779.496094
	Iteration 8Q: 3 clusters Score -3.131012e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -31314840.000000 Penalty: 14779.496094
	Iteration 9F: 3 clusters Score -3.131484e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118347 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -31321848.000000 Penalty: 14779.496094
	Iteration 10F: 3 clusters Score -3.132185e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -31330550.000000 Penalty: 14779.496094
	Iteration 11F: 3 clusters Score -3.133055e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141537 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -31340084.000000 Penalty: 14779.496094
	Iteration 12F: 3 clusters Score -3.134008e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -31347768.000000 Penalty: 14779.496094
	Iteration 13F: 3 clusters Score -3.134777e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -31353402.000000 Penalty: 14779.496094
	Iteration 14Q: 3 clusters Score -3.13534e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -31356902.000000 Penalty: 14779.496094
	Iteration 15Q: 3 clusters Score -3.13569e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167122 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -31359044.000000 Penalty: 14779.496094
	Iteration 16Q: 3 clusters Score -3.135904e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168954 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -31360296.000000 Penalty: 14779.496094
	Iteration 17Q: 3 clusters Score -3.13603e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170085 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -31360842.000000 Penalty: 14779.496094
	Iteration 18Q: 3 clusters Score -3.136084e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -31361216.000000 Penalty: 14779.496094
	Iteration 19Q: 3 clusters Score -3.136122e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -31361544.000000 Penalty: 14779.496094
	Iteration 20F: 3 clusters Score -3.136154e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171464 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -31361760.000000 Penalty: 14779.496094
	Iteration 21Q: 3 clusters Score -3.136176e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -31361888.000000 Penalty: 14779.496094
	Iteration 22Q: 3 clusters Score -3.136189e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -31361970.000000 Penalty: 14779.496094
	Iteration 23Q: 3 clusters Score -3.136197e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171807 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -31361960.000000 Penalty: 14779.496094
	Iteration 24Q: 3 clusters Score -3.136196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -31362064.000000 Penalty: 14779.496094
	Iteration 25Q: 3 clusters Score -3.136206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -31362072.000000 Penalty: 14779.496094
	Iteration 26Q: 3 clusters Score -3.136207e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171960 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -31362148.000000 Penalty: 14779.496094
	Iteration 27Q: 3 clusters Score -3.136215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171997 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -31362160.000000 Penalty: 14779.496094
	Iteration 28Q: 3 clusters Score -3.136216e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -31362180.000000 Penalty: 14779.496094
	Iteration 29Q: 3 clusters Score -3.136218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172048 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -31362226.000000 Penalty: 14779.496094
	Iteration 30Q: 3 clusters Score -3.136223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -31362248.000000 Penalty: 14779.496094
	Iteration 31Q: 3 clusters Score -3.136225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172068 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -31362270.000000 Penalty: 14779.496094
	Iteration 32Q: 3 clusters Score -3.136227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -31362294.000000 Penalty: 14779.496094
	Iteration 33Q: 3 clusters Score -3.136229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172090 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -31362306.000000 Penalty: 14779.496094
	Iteration 34Q: 3 clusters Score -3.136231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172101 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -31362302.000000 Penalty: 14779.496094
	Iteration 35Q: 3 clusters Score -3.13623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -31362280.000000 Penalty: 14779.496094
	Iteration 36Q: 3 clusters Score -3.136228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172110 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -31362296.000000 Penalty: 14779.496094
	Iteration 37Q: 3 clusters Score -3.13623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -31362294.000000 Penalty: 14779.496094
	Iteration 38Q: 3 clusters Score -3.136229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172118 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -31362280.000000 Penalty: 14779.496094
	Iteration 39Q: 3 clusters Score -3.136228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -31362292.000000 Penalty: 14779.496094
	Iteration 40F: 3 clusters Score -3.136229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -31362276.000000 Penalty: 14779.496094
	Iteration 41Q: 3 clusters Score -3.136228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -31362276.000000 Penalty: 14779.496094
	Iteration 42F: 3 clusters Score -3.136228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Entering Unmasked Estep 
Score: -13460665.000000 Penalty: 6879.718262
	Iteration 0F: 2 clusters Score -1.346066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -13408197.000000 Penalty: 13759.436523
	Iteration 0F: 3 clusters Score -1.34082e+07 nChanged 34184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -13426566.000000 Penalty: 13759.436523
	Iteration 1F: 3 clusters Score -1.342657e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -13427497.000000 Penalty: 13759.436523
	Iteration 2Q: 3 clusters Score -1.34275e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -13428229.000000 Penalty: 13759.436523
	Iteration 3Q: 3 clusters Score -1.342823e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -13428853.000000 Penalty: 13759.436523
	Iteration 4Q: 3 clusters Score -1.342885e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -13429492.000000 Penalty: 13759.436523
	Iteration 5Q: 3 clusters Score -1.342949e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -13430083.000000 Penalty: 13759.436523
	Iteration 6Q: 3 clusters Score -1.343008e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -13430780.000000 Penalty: 13759.436523
	Iteration 7Q: 3 clusters Score -1.343078e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -13431825.000000 Penalty: 13759.436523
	Iteration 8Q: 3 clusters Score -1.343182e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -13433280.000000 Penalty: 13759.436523
	Iteration 9Q: 3 clusters Score -1.343328e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -13435505.000000 Penalty: 13759.436523
	Iteration 10F: 3 clusters Score -1.34355e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -13438907.000000 Penalty: 13759.436523
	Iteration 11F: 3 clusters Score -1.343891e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -13443001.000000 Penalty: 13759.436523
	Iteration 12F: 3 clusters Score -1.3443e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -13447369.000000 Penalty: 13759.436523
	Iteration 13F: 3 clusters Score -1.344737e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -13450723.000000 Penalty: 13759.436523
	Iteration 14Q: 3 clusters Score -1.345072e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -13452686.000000 Penalty: 13759.436523
	Iteration 15Q: 3 clusters Score -1.345269e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -13453621.000000 Penalty: 13759.436523
	Iteration 16Q: 3 clusters Score -1.345362e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -13454050.000000 Penalty: 13759.436523
	Iteration 17Q: 3 clusters Score -1.345405e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -13454295.000000 Penalty: 13759.436523
	Iteration 18Q: 3 clusters Score -1.34543e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -13454381.000000 Penalty: 13759.436523
	Iteration 19Q: 3 clusters Score -1.345438e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -13454447.000000 Penalty: 13759.436523
	Iteration 20F: 3 clusters Score -1.345445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -13454507.000000 Penalty: 13759.436523
	Iteration 21Q: 3 clusters Score -1.345451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -13454548.000000 Penalty: 13759.436523
	Iteration 22Q: 3 clusters Score -1.345455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -13454569.000000 Penalty: 13759.436523
	Iteration 23Q: 3 clusters Score -1.345457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -13454604.000000 Penalty: 13759.436523
	Iteration 24Q: 3 clusters Score -1.34546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -13454607.000000 Penalty: 13759.436523
	Iteration 25Q: 3 clusters Score -1.345461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -13454644.000000 Penalty: 13759.436523
	Iteration 26Q: 3 clusters Score -1.345464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -13454651.000000 Penalty: 13759.436523
	Iteration 27Q: 3 clusters Score -1.345465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -13454653.000000 Penalty: 13759.436523
	Iteration 28Q: 3 clusters Score -1.345465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -13454653.000000 Penalty: 13759.436523
	Iteration 29Q: 3 clusters Score -1.345465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -13454653.000000 Penalty: 13759.436523
	Iteration 30F: 3 clusters Score -1.345465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Entering Unmasked Estep 
Score: -11332146.000000 Penalty: 6758.800781
	Iteration 0F: 2 clusters Score -1.133215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -11288554.000000 Penalty: 13517.601562
	Iteration 0F: 3 clusters Score -1.128855e+07 nChanged 27764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -11303270.000000 Penalty: 13517.601562
	Iteration 1F: 3 clusters Score -1.130327e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -11304227.000000 Penalty: 13517.601562
	Iteration 2Q: 3 clusters Score -1.130423e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -11304917.000000 Penalty: 13517.601562
	Iteration 3Q: 3 clusters Score -1.130492e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -11305427.000000 Penalty: 13517.601562
	Iteration 4Q: 3 clusters Score -1.130543e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -11305922.000000 Penalty: 13517.601562
	Iteration 5Q: 3 clusters Score -1.130592e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -11306429.000000 Penalty: 13517.601562
	Iteration 6Q: 3 clusters Score -1.130643e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -11306960.000000 Penalty: 13517.601562
	Iteration 7Q: 3 clusters Score -1.130696e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -11307614.000000 Penalty: 13517.601562
	Iteration 8Q: 3 clusters Score -1.130761e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -11308563.000000 Penalty: 13517.601562
	Iteration 9Q: 3 clusters Score -1.130856e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -11309923.000000 Penalty: 13517.601562
	Iteration 10Q: 3 clusters Score -1.130992e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -11311906.000000 Penalty: 13517.601562
	Iteration 11F: 3 clusters Score -1.131191e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -11314692.000000 Penalty: 13517.601562
	Iteration 12F: 3 clusters Score -1.131469e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -11317974.000000 Penalty: 13517.601562
	Iteration 13F: 3 clusters Score -1.131797e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -11320979.000000 Penalty: 13517.601562
	Iteration 14F: 3 clusters Score -1.132098e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -11323131.000000 Penalty: 13517.601562
	Iteration 15Q: 3 clusters Score -1.132313e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -11324407.000000 Penalty: 13517.601562
	Iteration 16Q: 3 clusters Score -1.132441e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -11325367.000000 Penalty: 13517.601562
	Iteration 17Q: 3 clusters Score -1.132537e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -11325923.000000 Penalty: 13517.601562
	Iteration 18Q: 3 clusters Score -1.132592e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -11326318.000000 Penalty: 13517.601562
	Iteration 19Q: 3 clusters Score -1.132632e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -11326537.000000 Penalty: 13517.601562
	Iteration 20F: 3 clusters Score -1.132654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -11326669.000000 Penalty: 13517.601562
	Iteration 21Q: 3 clusters Score -1.132667e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -11326755.000000 Penalty: 13517.601562
	Iteration 22Q: 3 clusters Score -1.132676e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -11326840.000000 Penalty: 13517.601562
	Iteration 23Q: 3 clusters Score -1.132684e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -11326899.000000 Penalty: 13517.601562
	Iteration 24Q: 3 clusters Score -1.13269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -11326904.000000 Penalty: 13517.601562
	Iteration 25Q: 3 clusters Score -1.13269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -11326939.000000 Penalty: 13517.601562
	Iteration 26Q: 3 clusters Score -1.132694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -11326953.000000 Penalty: 13517.601562
	Iteration 27Q: 3 clusters Score -1.132695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -11326986.000000 Penalty: 13517.601562
	Iteration 28Q: 3 clusters Score -1.132699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -11327007.000000 Penalty: 13517.601562
	Iteration 29Q: 3 clusters Score -1.132701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -11326995.000000 Penalty: 13517.601562
	Iteration 30Q: 3 clusters Score -1.1327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -11327023.000000 Penalty: 13517.601562
	Iteration 31Q: 3 clusters Score -1.132702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -11327027.000000 Penalty: 13517.601562
	Iteration 32Q: 3 clusters Score -1.132703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -11327044.000000 Penalty: 13517.601562
	Iteration 33Q: 3 clusters Score -1.132704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -11327042.000000 Penalty: 13517.601562
	Iteration 34Q: 3 clusters Score -1.132704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -11327044.000000 Penalty: 13517.601562
	Iteration 35Q: 3 clusters Score -1.132704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -11327047.000000 Penalty: 13517.601562
	Iteration 36Q: 3 clusters Score -1.132705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -11327067.000000 Penalty: 13517.601562
	Iteration 37Q: 3 clusters Score -1.132707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -11327062.000000 Penalty: 13517.601562
	Iteration 38Q: 3 clusters Score -1.132706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -11327059.000000 Penalty: 13517.601562
	Iteration 39Q: 3 clusters Score -1.132706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -11327059.000000 Penalty: 13517.601562
	Iteration 40F: 3 clusters Score -1.132706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -11327050.000000 Penalty: 13517.601562
	Iteration 41Q: 3 clusters Score -1.132705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -11327050.000000 Penalty: 13517.601562
	Iteration 42F: 3 clusters Score -1.132705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -295271.781250 Penalty: 4544.003418
	Iteration 0F: 2 clusters Score -295271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -290543.687500 Penalty: 9088.006836
	Iteration 0F: 3 clusters Score -290543.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291062.843750 Penalty: 9088.006836
	Iteration 1F: 3 clusters Score -291062.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -291213.562500 Penalty: 9088.006836
	Iteration 2Q: 3 clusters Score -291213.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -291275.343750 Penalty: 9088.006836
	Iteration 3Q: 3 clusters Score -291275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -291304.812500 Penalty: 9088.006836
	Iteration 4Q: 3 clusters Score -291304.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -291331.000000 Penalty: 9088.006836
	Iteration 5Q: 3 clusters Score -291331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -291354.531250 Penalty: 9088.006836
	Iteration 6Q: 3 clusters Score -291354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -291365.531250 Penalty: 9088.006836
	Iteration 7Q: 3 clusters Score -291365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -291380.937500 Penalty: 9088.006836
	Iteration 8Q: 3 clusters Score -291380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -291404.875000 Penalty: 9088.006836
	Iteration 9Q: 3 clusters Score -291404.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -291422.781250 Penalty: 9088.006836
	Iteration 10Q: 3 clusters Score -291422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291437.218750 Penalty: 9088.006836
	Iteration 11Q: 3 clusters Score -291437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -291460.812500 Penalty: 9088.006836
	Iteration 12Q: 3 clusters Score -291460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291488.656250 Penalty: 9088.006836
	Iteration 13Q: 3 clusters Score -291488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -291533.156250 Penalty: 9088.006836
	Iteration 14Q: 3 clusters Score -291533.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -291585.156250 Penalty: 9088.006836
	Iteration 15Q: 3 clusters Score -291585.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -291667.406250 Penalty: 9088.006836
	Iteration 16Q: 3 clusters Score -291667.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291790.187500 Penalty: 9088.006836
	Iteration 17Q: 3 clusters Score -291790.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -291936.750000 Penalty: 9088.006836
	Iteration 18Q: 3 clusters Score -291936.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -292036.937500 Penalty: 9088.006836
	Iteration 19Q: 3 clusters Score -292036.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -292092.406250 Penalty: 9088.006836
	Iteration 20F: 3 clusters Score -292092.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -292138.531250 Penalty: 9088.006836
	Iteration 21Q: 3 clusters Score -292138.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -292174.625000 Penalty: 9088.006836
	Iteration 22Q: 3 clusters Score -292174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -292192.750000 Penalty: 9088.006836
	Iteration 23Q: 3 clusters Score -292192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -292207.031250 Penalty: 9088.006836
	Iteration 24Q: 3 clusters Score -292207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -292229.031250 Penalty: 9088.006836
	Iteration 25Q: 3 clusters Score -292229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -292243.531250 Penalty: 9088.006836
	Iteration 26Q: 3 clusters Score -292243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -292249.000000 Penalty: 9088.006836
	Iteration 27Q: 3 clusters Score -292249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -292250.093750 Penalty: 9088.006836
	Iteration 28Q: 3 clusters Score -292250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -292259.125000 Penalty: 9088.006836
	Iteration 29Q: 3 clusters Score -292259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -292263.187500 Penalty: 9088.006836
	Iteration 30Q: 3 clusters Score -292263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -292265.093750 Penalty: 9088.006836
	Iteration 31Q: 3 clusters Score -292265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -292267.343750 Penalty: 9088.006836
	Iteration 32Q: 3 clusters Score -292267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -292275.250000 Penalty: 9088.006836
	Iteration 33Q: 3 clusters Score -292275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -292280.531250 Penalty: 9088.006836
	Iteration 34Q: 3 clusters Score -292280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -292282.281250 Penalty: 9088.006836
	Iteration 35Q: 3 clusters Score -292282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -292283.593750 Penalty: 9088.006836
	Iteration 36Q: 3 clusters Score -292283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -292285.781250 Penalty: 9088.006836
	Iteration 37Q: 3 clusters Score -292285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -292289.062500 Penalty: 9088.006836
	Iteration 38Q: 3 clusters Score -292289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -292291.312500 Penalty: 9088.006836
	Iteration 39Q: 3 clusters Score -292291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -292296.062500 Penalty: 9088.006836
	Iteration 40F: 3 clusters Score -292296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -292306.875000 Penalty: 9088.006836
	Iteration 41Q: 3 clusters Score -292306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -292312.437500 Penalty: 9088.006836
	Iteration 42Q: 3 clusters Score -292312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -292317.750000 Penalty: 9088.006836
	Iteration 43Q: 3 clusters Score -292317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -292324.031250 Penalty: 9088.006836
	Iteration 44Q: 3 clusters Score -292324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -292327.562500 Penalty: 9088.006836
	Iteration 45Q: 3 clusters Score -292327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -292327.562500 Penalty: 9088.006836
	Iteration 46F: 3 clusters Score -292327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -171361.140625 Penalty: 4326.641113
	Iteration 0F: 2 clusters Score -171361.1 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 586 members 
Entering Unmasked Estep 
Score: -167366.140625 Penalty: 8653.282227
	Iteration 0F: 3 clusters Score -167366.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169082.656250 Penalty: 8653.282227
	Iteration 1F: 3 clusters Score -169082.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -170330.781250 Penalty: 8653.282227
	Iteration 2F: 3 clusters Score -170330.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -170896.359375 Penalty: 8653.282227
	Iteration 3F: 3 clusters Score -170896.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171379.984375 Penalty: 8653.282227
	Iteration 4F: 3 clusters Score -171380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -171567.062500 Penalty: 8653.282227
	Iteration 5Q: 3 clusters Score -171567.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171698.921875 Penalty: 8653.282227
	Iteration 6Q: 3 clusters Score -171698.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171791.656250 Penalty: 8653.282227
	Iteration 7Q: 3 clusters Score -171791.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -171848.703125 Penalty: 8653.282227
	Iteration 8Q: 3 clusters Score -171848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171891.203125 Penalty: 8653.282227
	Iteration 9Q: 3 clusters Score -171891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171903.062500 Penalty: 8653.282227
	Iteration 10Q: 3 clusters Score -171903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171904.562500 Penalty: 8653.282227
	Iteration 11Q: 3 clusters Score -171904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171904.562500 Penalty: 8653.282227
	Iteration 12F: 3 clusters Score -171904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105348 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22876 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 63271 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481374 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 75523 members 
Mstep: Class 21 contains 61993 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 782 members 
Entering Unmasked Estep 
Score: -226856928.000000 Penalty: 249784.343750
Splitting cluster 23 changes total score from -226859696.000000 to -226856928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (27897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Entering Unmasked Estep 
Score: -5160636.500000 Penalty: 6269.718262
	Iteration 0F: 2 clusters Score -5160636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5139068.500000 Penalty: 12539.436523
	Iteration 0F: 3 clusters Score -5139068 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -5145109.000000 Penalty: 12539.436523
	Iteration 1F: 3 clusters Score -5145109 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -5145803.000000 Penalty: 12539.436523
	Iteration 2F: 3 clusters Score -5145803 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5146293.500000 Penalty: 12539.436523
	Iteration 3Q: 3 clusters Score -5146294 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5146693.000000 Penalty: 12539.436523
	Iteration 4Q: 3 clusters Score -5146693 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5146999.000000 Penalty: 12539.436523
	Iteration 5Q: 3 clusters Score -5146999 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -5147264.500000 Penalty: 12539.436523
	Iteration 6Q: 3 clusters Score -5147264 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -5147492.000000 Penalty: 12539.436523
	Iteration 7Q: 3 clusters Score -5147492 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5147662.500000 Penalty: 12539.436523
	Iteration 8Q: 3 clusters Score -5147662 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5147894.000000 Penalty: 12539.436523
	Iteration 9Q: 3 clusters Score -5147894 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5148137.500000 Penalty: 12539.436523
	Iteration 10Q: 3 clusters Score -5148138 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -5148447.000000 Penalty: 12539.436523
	Iteration 11Q: 3 clusters Score -5148447 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -5148781.500000 Penalty: 12539.436523
	Iteration 12Q: 3 clusters Score -5148782 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5149312.500000 Penalty: 12539.436523
	Iteration 13Q: 3 clusters Score -5149312 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -5149975.500000 Penalty: 12539.436523
	Iteration 14Q: 3 clusters Score -5149976 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5150714.000000 Penalty: 12539.436523
	Iteration 15Q: 3 clusters Score -5150714 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -5151519.000000 Penalty: 12539.436523
	Iteration 16Q: 3 clusters Score -5151519 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -5152413.500000 Penalty: 12539.436523
	Iteration 17Q: 3 clusters Score -5152414 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5153493.000000 Penalty: 12539.436523
	Iteration 18Q: 3 clusters Score -5153493 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5154564.000000 Penalty: 12539.436523
	Iteration 19Q: 3 clusters Score -5154564 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5155521.000000 Penalty: 12539.436523
	Iteration 20F: 3 clusters Score -5155521 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5156060.500000 Penalty: 12539.436523
	Iteration 21Q: 3 clusters Score -5156060 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5156391.500000 Penalty: 12539.436523
	Iteration 22Q: 3 clusters Score -5156392 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5156606.500000 Penalty: 12539.436523
	Iteration 23Q: 3 clusters Score -5156606 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5156789.500000 Penalty: 12539.436523
	Iteration 24Q: 3 clusters Score -5156790 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5156994.500000 Penalty: 12539.436523
	Iteration 25Q: 3 clusters Score -5156994 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -5157181.500000 Penalty: 12539.436523
	Iteration 26Q: 3 clusters Score -5157182 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -5157312.500000 Penalty: 12539.436523
	Iteration 27Q: 3 clusters Score -5157312 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -5157411.500000 Penalty: 12539.436523
	Iteration 28Q: 3 clusters Score -5157412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5157459.000000 Penalty: 12539.436523
	Iteration 29Q: 3 clusters Score -5157459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5157487.500000 Penalty: 12539.436523
	Iteration 30Q: 3 clusters Score -5157488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5157528.000000 Penalty: 12539.436523
	Iteration 31Q: 3 clusters Score -5157528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5157537.500000 Penalty: 12539.436523
	Iteration 32Q: 3 clusters Score -5157538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -5157546.000000 Penalty: 12539.436523
	Iteration 33Q: 3 clusters Score -5157546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5157543.000000 Penalty: 12539.436523
	Iteration 34Q: 3 clusters Score -5157543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5157539.000000 Penalty: 12539.436523
	Iteration 35Q: 3 clusters Score -5157539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -5157542.000000 Penalty: 12539.436523
	Iteration 36Q: 3 clusters Score -5157542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5157554.000000 Penalty: 12539.436523
	Iteration 37Q: 3 clusters Score -5157554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5157572.000000 Penalty: 12539.436523
	Iteration 38Q: 3 clusters Score -5157572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5157584.000000 Penalty: 12539.436523
	Iteration 39Q: 3 clusters Score -5157584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5157589.500000 Penalty: 12539.436523
	Iteration 40F: 3 clusters Score -5157590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5157592.500000 Penalty: 12539.436523
	Iteration 41Q: 3 clusters Score -5157592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5157601.500000 Penalty: 12539.436523
	Iteration 42Q: 3 clusters Score -5157602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5157604.000000 Penalty: 12539.436523
	Iteration 43Q: 3 clusters Score -5157604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5157606.000000 Penalty: 12539.436523
	Iteration 44Q: 3 clusters Score -5157606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5157615.500000 Penalty: 12539.436523
	Iteration 45Q: 3 clusters Score -5157616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5157618.500000 Penalty: 12539.436523
	Iteration 46Q: 3 clusters Score -5157618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -5157623.000000 Penalty: 12539.436523
	Iteration 47Q: 3 clusters Score -5157623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -5157611.500000 Penalty: 12539.436523
	Iteration 48Q: 3 clusters Score -5157612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5157621.500000 Penalty: 12539.436523
	Iteration 49Q: 3 clusters Score -5157622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5157619.500000 Penalty: 12539.436523
	Iteration 50Q: 3 clusters Score -5157620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5157611.500000 Penalty: 12539.436523
	Iteration 51Q: 3 clusters Score -5157612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5157616.000000 Penalty: 12539.436523
	Iteration 52Q: 3 clusters Score -5157616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -5157618.500000 Penalty: 12539.436523
	Iteration 53Q: 3 clusters Score -5157618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5157623.000000 Penalty: 12539.436523
	Iteration 54Q: 3 clusters Score -5157623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -5157624.500000 Penalty: 12539.436523
	Iteration 55Q: 3 clusters Score -5157624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5157622.000000 Penalty: 12539.436523
	Iteration 56Q: 3 clusters Score -5157622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5157622.000000 Penalty: 12539.436523
	Iteration 57F: 3 clusters Score -5157622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Entering Unmasked Estep 
Score: -1150005.000000 Penalty: 5413.790527
	Iteration 0F: 2 clusters Score -1150005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1141803.000000 Penalty: 10827.581055
	Iteration 0F: 3 clusters Score -1141803 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1143545.625000 Penalty: 10827.581055
	Iteration 1F: 3 clusters Score -1143546 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1144442.000000 Penalty: 10827.581055
	Iteration 2F: 3 clusters Score -1144442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1145694.000000 Penalty: 10827.581055
	Iteration 3F: 3 clusters Score -1145694 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1147924.500000 Penalty: 10827.581055
	Iteration 4F: 3 clusters Score -1147924 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1150751.500000 Penalty: 10827.581055
	Iteration 5F: 3 clusters Score -1150752 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1152266.875000 Penalty: 10827.581055
	Iteration 6F: 3 clusters Score -1152267 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1152757.250000 Penalty: 10827.581055
	Iteration 7Q: 3 clusters Score -1152757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1152871.250000 Penalty: 10827.581055
	Iteration 8Q: 3 clusters Score -1152871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1152898.500000 Penalty: 10827.581055
	Iteration 9Q: 3 clusters Score -1152898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1152907.125000 Penalty: 10827.581055
	Iteration 10Q: 3 clusters Score -1152907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1152912.375000 Penalty: 10827.581055
	Iteration 11Q: 3 clusters Score -1152912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1152915.000000 Penalty: 10827.581055
	Iteration 12Q: 3 clusters Score -1152915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1152915.000000 Penalty: 10827.581055
	Iteration 13F: 3 clusters Score -1152915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105348 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22876 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 63271 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481374 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 75523 members 
Mstep: Class 21 contains 61993 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3118 members 
Entering Unmasked Estep 
Score: -226859872.000000 Penalty: 249784.343750
Splitting cluster 25 changes total score from -226859696.000000 to -226859872.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 26 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -333760.406250 Penalty: 4658.607422
	Iteration 0F: 2 clusters Score -333760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -328968.812500 Penalty: 9317.214844
	Iteration 0F: 3 clusters Score -328968.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -329764.562500 Penalty: 9317.214844
	Iteration 1F: 3 clusters Score -329764.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -330131.593750 Penalty: 9317.214844
	Iteration 2F: 3 clusters Score -330131.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -330488.750000 Penalty: 9317.214844
	Iteration 3F: 3 clusters Score -330488.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -330801.687500 Penalty: 9317.214844
	Iteration 4F: 3 clusters Score -330801.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -331120.312500 Penalty: 9317.214844
	Iteration 5F: 3 clusters Score -331120.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -331399.406250 Penalty: 9317.214844
	Iteration 6F: 3 clusters Score -331399.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -331594.781250 Penalty: 9317.214844
	Iteration 7Q: 3 clusters Score -331594.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -331721.937500 Penalty: 9317.214844
	Iteration 8Q: 3 clusters Score -331721.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -331781.343750 Penalty: 9317.214844
	Iteration 9Q: 3 clusters Score -331781.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -331811.468750 Penalty: 9317.214844
	Iteration 10Q: 3 clusters Score -331811.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -331827.000000 Penalty: 9317.214844
	Iteration 11Q: 3 clusters Score -331827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -331831.531250 Penalty: 9317.214844
	Iteration 12Q: 3 clusters Score -331831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -331833.937500 Penalty: 9317.214844
	Iteration 13Q: 3 clusters Score -331833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -331835.312500 Penalty: 9317.214844
	Iteration 14Q: 3 clusters Score -331835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -331837.781250 Penalty: 9317.214844
	Iteration 15Q: 3 clusters Score -331837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -331841.156250 Penalty: 9317.214844
	Iteration 16Q: 3 clusters Score -331841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -331842.218750 Penalty: 9317.214844
	Iteration 17Q: 3 clusters Score -331842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -331843.625000 Penalty: 9317.214844
	Iteration 18Q: 3 clusters Score -331843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -331849.031250 Penalty: 9317.214844
	Iteration 19F: 3 clusters Score -331849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -331890.906250 Penalty: 9317.214844
	Iteration 20F: 3 clusters Score -331890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -331911.031250 Penalty: 9317.214844
	Iteration 21Q: 3 clusters Score -331911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -331917.343750 Penalty: 9317.214844
	Iteration 22Q: 3 clusters Score -331917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -331925.062500 Penalty: 9317.214844
	Iteration 23Q: 3 clusters Score -331925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -331926.062500 Penalty: 9317.214844
	Iteration 24Q: 3 clusters Score -331926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -331928.750000 Penalty: 9317.214844
	Iteration 25Q: 3 clusters Score -331928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -331931.593750 Penalty: 9317.214844
	Iteration 26Q: 3 clusters Score -331931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -331931.593750 Penalty: 9317.214844
	Iteration 27F: 3 clusters Score -331931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -238274.187500 Penalty: 4528.750488
	Iteration 0F: 2 clusters Score -238274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -233776.281250 Penalty: 9057.500977
	Iteration 0F: 3 clusters Score -233776.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -235503.140625 Penalty: 9057.500977
	Iteration 1F: 3 clusters Score -235503.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -236539.187500 Penalty: 9057.500977
	Iteration 2F: 3 clusters Score -236539.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -237319.281250 Penalty: 9057.500977
	Iteration 3F: 3 clusters Score -237319.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -238025.125000 Penalty: 9057.500977
	Iteration 4F: 3 clusters Score -238025.1 nChanged 107
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: -238689.437500 Penalty: 9057.500977
	Iteration 5F: 3 clusters Score -238689.4 nChanged 105
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: -239753.859375 Penalty: 9057.500977
	Iteration 6F: 3 clusters Score -239753.9 nChanged 48
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: -240230.390625 Penalty: 9057.500977
	Iteration 7Q: 3 clusters Score -240230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -240299.937500 Penalty: 9057.500977
	Iteration 8Q: 3 clusters Score -240299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -240327.515625 Penalty: 9057.500977
	Iteration 9Q: 3 clusters Score -240327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -240347.406250 Penalty: 9057.500977
	Iteration 10Q: 3 clusters Score -240347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -240362.093750 Penalty: 9057.500977
	Iteration 11Q: 3 clusters Score -240362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -240378.171875 Penalty: 9057.500977
	Iteration 12Q: 3 clusters Score -240378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -240387.906250 Penalty: 9057.500977
	Iteration 13Q: 3 clusters Score -240387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -240394.250000 Penalty: 9057.500977
	Iteration 14Q: 3 clusters Score -240394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -240417.359375 Penalty: 9057.500977
	Iteration 15Q: 3 clusters Score -240417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -240453.062500 Penalty: 9057.500977
	Iteration 16Q: 3 clusters Score -240453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -240540.140625 Penalty: 9057.500977
	Iteration 17Q: 3 clusters Score -240540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -240703.140625 Penalty: 9057.500977
	Iteration 18Q: 3 clusters Score -240703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -240765.953125 Penalty: 9057.500977
	Iteration 19Q: 3 clusters Score -240766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -240806.515625 Penalty: 9057.500977
	Iteration 20F: 3 clusters Score -240806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105348 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22876 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 63271 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481374 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 75523 members 
Mstep: Class 21 contains 61993 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 449 members 
Entering Unmasked Estep 
Score: -226858816.000000 Penalty: 258397.593750
Splitting cluster 27 changes total score from -226859696.000000 to -226858816.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105348 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 7494 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 22876 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 18642 members 
Mstep: Class 12 contains 15699 members 
Mstep: Class 13 contains 63271 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481374 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 173667 members 
Mstep: Class 20 contains 75523 members 
Mstep: Class 21 contains 61993 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226860608.000000 Penalty: 249784.343750
Iteration 119Q: 30 clusters Score -2.268606e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105345 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 29712 members 
Mstep: Class 6 contains 34275 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 22880 members 
Mstep: Class 10 contains 39833 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 13 contains 63272 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22698 members 
Mstep: Class 16 contains 481378 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 75500 members 
Mstep: Class 21 contains 61995 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27889 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861520.000000 Penalty: 249784.343750
Iteration 120F: 30 clusters Score -2.268615e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105337 members 
Mstep: Class 4 contains 51718 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 34270 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 7505 members 
Mstep: Class 9 contains 22884 members 
Mstep: Class 10 contains 39417 members 
Mstep: Class 11 contains 18545 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 13 contains 63263 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22697 members 
Mstep: Class 16 contains 481389 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173668 members 
Mstep: Class 20 contains 75500 members 
Mstep: Class 21 contains 61997 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27882 members 
Mstep: Class 25 contains 4390 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862144.000000 Penalty: 249784.343750
Iteration 121Q: 30 clusters Score -2.268621e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105321 members 
Mstep: Class 4 contains 51716 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 34259 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 22899 members 
Mstep: Class 10 contains 39265 members 
Mstep: Class 11 contains 18514 members 
Mstep: Class 12 contains 15702 members 
Mstep: Class 13 contains 63239 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22699 members 
Mstep: Class 16 contains 481404 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 75506 members 
Mstep: Class 21 contains 62000 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27864 members 
Mstep: Class 25 contains 4502 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862144.000000 Penalty: 249784.343750
Iteration 122Q: 30 clusters Score -2.268621e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105309 members 
Mstep: Class 4 contains 51715 members 
Mstep: Class 5 contains 29714 members 
Mstep: Class 6 contains 34251 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 7513 members 
Mstep: Class 9 contains 22906 members 
Mstep: Class 10 contains 39193 members 
Mstep: Class 11 contains 18497 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 13 contains 63214 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 22699 members 
Mstep: Class 16 contains 481409 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173665 members 
Mstep: Class 20 contains 75501 members 
Mstep: Class 21 contains 62003 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27850 members 
Mstep: Class 25 contains 4579 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862032.000000 Penalty: 249784.343750
Iteration 123Q: 30 clusters Score -2.26862e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105303 members 
Mstep: Class 4 contains 51711 members 
Mstep: Class 5 contains 29714 members 
Mstep: Class 6 contains 34239 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 22912 members 
Mstep: Class 10 contains 39152 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 15714 members 
Mstep: Class 13 contains 63182 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 22700 members 
Mstep: Class 16 contains 481409 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173663 members 
Mstep: Class 20 contains 75498 members 
Mstep: Class 21 contains 62004 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27841 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862320.000000 Penalty: 249784.343750
Iteration 124Q: 30 clusters Score -2.268623e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105296 members 
Mstep: Class 4 contains 51711 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 34236 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 22914 members 
Mstep: Class 10 contains 39115 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 15708 members 
Mstep: Class 13 contains 63164 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 22698 members 
Mstep: Class 16 contains 481413 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 75498 members 
Mstep: Class 21 contains 62006 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27829 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862240.000000 Penalty: 249784.343750
Iteration 125Q: 30 clusters Score -2.268622e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105287 members 
Mstep: Class 4 contains 51712 members 
Mstep: Class 5 contains 29716 members 
Mstep: Class 6 contains 34232 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 22920 members 
Mstep: Class 10 contains 39105 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 13 contains 63143 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 22700 members 
Mstep: Class 16 contains 481420 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 75499 members 
Mstep: Class 21 contains 62005 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27824 members 
Mstep: Class 25 contains 4707 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862256.000000 Penalty: 249784.343750
Iteration 126Q: 30 clusters Score -2.268623e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105279 members 
Mstep: Class 4 contains 51713 members 
Mstep: Class 5 contains 29712 members 
Mstep: Class 6 contains 34225 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 7539 members 
Mstep: Class 9 contains 22931 members 
Mstep: Class 10 contains 39101 members 
Mstep: Class 11 contains 18442 members 
Mstep: Class 12 contains 15714 members 
Mstep: Class 13 contains 63116 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22698 members 
Mstep: Class 16 contains 481431 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173662 members 
Mstep: Class 20 contains 75495 members 
Mstep: Class 21 contains 62008 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27821 members 
Mstep: Class 25 contains 4727 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862384.000000 Penalty: 249784.343750
Iteration 127Q: 30 clusters Score -2.268624e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105272 members 
Mstep: Class 4 contains 51714 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 34221 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22942 members 
Mstep: Class 10 contains 39107 members 
Mstep: Class 11 contains 18433 members 
Mstep: Class 12 contains 15725 members 
Mstep: Class 13 contains 63096 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22696 members 
Mstep: Class 16 contains 481431 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173652 members 
Mstep: Class 20 contains 75493 members 
Mstep: Class 21 contains 62015 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27815 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862144.000000 Penalty: 249784.343750
Iteration 128Q: 30 clusters Score -2.268621e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105262 members 
Mstep: Class 4 contains 51714 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 34222 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7543 members 
Mstep: Class 9 contains 22950 members 
Mstep: Class 10 contains 39091 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 15730 members 
Mstep: Class 13 contains 63089 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 22696 members 
Mstep: Class 16 contains 481438 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 173648 members 
Mstep: Class 20 contains 75497 members 
Mstep: Class 21 contains 62019 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27806 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862128.000000 Penalty: 249784.343750
Iteration 129Q: 30 clusters Score -2.268621e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 105256 members 
Mstep: Class 4 contains 51711 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 34221 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22955 members 
Mstep: Class 10 contains 39081 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 15732 members 
Mstep: Class 13 contains 63081 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 22694 members 
Mstep: Class 16 contains 481439 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173652 members 
Mstep: Class 20 contains 75500 members 
Mstep: Class 21 contains 62023 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27799 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862368.000000 Penalty: 249784.343750
Iteration 130Q: 30 clusters Score -2.268624e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105236 members 
Mstep: Class 4 contains 51709 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 34217 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22965 members 
Mstep: Class 10 contains 39075 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 63071 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 22694 members 
Mstep: Class 16 contains 481445 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173654 members 
Mstep: Class 20 contains 75502 members 
Mstep: Class 21 contains 62025 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27794 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861840.000000 Penalty: 249784.343750
Iteration 131Q: 30 clusters Score -2.268618e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105223 members 
Mstep: Class 4 contains 51708 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 34211 members 
Mstep: Class 7 contains 7509 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22971 members 
Mstep: Class 10 contains 39083 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 63060 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 22696 members 
Mstep: Class 16 contains 481447 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173659 members 
Mstep: Class 20 contains 75499 members 
Mstep: Class 21 contains 62028 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27789 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226861984.000000 Penalty: 249784.343750
Iteration 132Q: 30 clusters Score -2.26862e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105207 members 
Mstep: Class 4 contains 51708 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34212 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22977 members 
Mstep: Class 10 contains 39071 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 15738 members 
Mstep: Class 13 contains 63063 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 22698 members 
Mstep: Class 16 contains 481439 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173657 members 
Mstep: Class 20 contains 75503 members 
Mstep: Class 21 contains 62035 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27789 members 
Mstep: Class 25 contains 4819 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862096.000000 Penalty: 249784.343750
Iteration 133Q: 30 clusters Score -2.268621e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105198 members 
Mstep: Class 4 contains 51705 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34208 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22984 members 
Mstep: Class 10 contains 39076 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 15739 members 
Mstep: Class 13 contains 63058 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 22699 members 
Mstep: Class 16 contains 481433 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173661 members 
Mstep: Class 20 contains 75507 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27787 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862048.000000 Penalty: 249784.343750
Iteration 134Q: 30 clusters Score -2.26862e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105194 members 
Mstep: Class 4 contains 51702 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34207 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22988 members 
Mstep: Class 10 contains 39073 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 63054 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 22699 members 
Mstep: Class 16 contains 481439 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173660 members 
Mstep: Class 20 contains 75506 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27783 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862272.000000 Penalty: 249784.343750
Iteration 135Q: 30 clusters Score -2.268623e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105187 members 
Mstep: Class 4 contains 51702 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 34206 members 
Mstep: Class 7 contains 7507 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22993 members 
Mstep: Class 10 contains 39068 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 63051 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 22698 members 
Mstep: Class 16 contains 481439 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173657 members 
Mstep: Class 20 contains 75507 members 
Mstep: Class 21 contains 62039 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27783 members 
Mstep: Class 25 contains 4836 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862192.000000 Penalty: 249784.343750
Iteration 136Q: 30 clusters Score -2.268622e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105183 members 
Mstep: Class 4 contains 51701 members 
Mstep: Class 5 contains 29702 members 
Mstep: Class 6 contains 34205 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 22994 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 15742 members 
Mstep: Class 13 contains 63053 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 22698 members 
Mstep: Class 16 contains 481437 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173655 members 
Mstep: Class 20 contains 75507 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27784 members 
Mstep: Class 25 contains 4845 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862144.000000 Penalty: 249784.343750
Iteration 137Q: 30 clusters Score -2.268621e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105175 members 
Mstep: Class 4 contains 51698 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 34201 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23002 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 15744 members 
Mstep: Class 13 contains 63054 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22699 members 
Mstep: Class 16 contains 481431 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173654 members 
Mstep: Class 20 contains 75509 members 
Mstep: Class 21 contains 62036 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27782 members 
Mstep: Class 25 contains 4851 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862112.000000 Penalty: 249784.343750
Iteration 138Q: 30 clusters Score -2.268621e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 105172 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34199 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23004 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18375 members 
Mstep: Class 12 contains 15749 members 
Mstep: Class 13 contains 63050 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 22701 members 
Mstep: Class 16 contains 481431 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173653 members 
Mstep: Class 20 contains 75510 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27781 members 
Mstep: Class 25 contains 4854 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862224.000000 Penalty: 249784.343750
Iteration 139Q: 30 clusters Score -2.268622e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105165 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34199 members 
Mstep: Class 7 contains 7507 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23004 members 
Mstep: Class 10 contains 39068 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 15753 members 
Mstep: Class 13 contains 63040 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22703 members 
Mstep: Class 16 contains 481437 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173650 members 
Mstep: Class 20 contains 75510 members 
Mstep: Class 21 contains 62036 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27778 members 
Mstep: Class 25 contains 4860 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 140F: 30 clusters Score -2.268624e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105164 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34199 members 
Mstep: Class 7 contains 7506 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39070 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 15756 members 
Mstep: Class 13 contains 63030 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22702 members 
Mstep: Class 16 contains 481440 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173646 members 
Mstep: Class 20 contains 75510 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27777 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862464.000000 Penalty: 249784.343750
Iteration 141Q: 30 clusters Score -2.268625e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105161 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34196 members 
Mstep: Class 7 contains 7505 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39073 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 15758 members 
Mstep: Class 13 contains 63027 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22703 members 
Mstep: Class 16 contains 481447 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173644 members 
Mstep: Class 20 contains 75510 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862384.000000 Penalty: 249784.343750
Iteration 142Q: 30 clusters Score -2.268624e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105159 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34195 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39074 members 
Mstep: Class 11 contains 18376 members 
Mstep: Class 12 contains 15758 members 
Mstep: Class 13 contains 63026 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22704 members 
Mstep: Class 16 contains 481449 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173643 members 
Mstep: Class 20 contains 75511 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 4872 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862272.000000 Penalty: 249784.343750
Iteration 143Q: 30 clusters Score -2.268623e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105158 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34195 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39072 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 15758 members 
Mstep: Class 13 contains 63024 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22704 members 
Mstep: Class 16 contains 481450 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173642 members 
Mstep: Class 20 contains 75514 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 4876 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862448.000000 Penalty: 249784.343750
Iteration 144Q: 30 clusters Score -2.268624e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105157 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34194 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23002 members 
Mstep: Class 10 contains 39066 members 
Mstep: Class 11 contains 18376 members 
Mstep: Class 12 contains 15761 members 
Mstep: Class 13 contains 63023 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22704 members 
Mstep: Class 16 contains 481449 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173640 members 
Mstep: Class 20 contains 75516 members 
Mstep: Class 21 contains 62039 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862432.000000 Penalty: 249784.343750
Iteration 145Q: 30 clusters Score -2.268624e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105158 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34193 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23001 members 
Mstep: Class 10 contains 39057 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 15762 members 
Mstep: Class 13 contains 63022 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22704 members 
Mstep: Class 16 contains 481449 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173640 members 
Mstep: Class 20 contains 75517 members 
Mstep: Class 21 contains 62039 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 4887 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 146Q: 30 clusters Score -2.268624e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105159 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34190 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23001 members 
Mstep: Class 10 contains 39054 members 
Mstep: Class 11 contains 18376 members 
Mstep: Class 12 contains 15761 members 
Mstep: Class 13 contains 63017 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22705 members 
Mstep: Class 16 contains 481446 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173640 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62040 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 4894 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862432.000000 Penalty: 249784.343750
Iteration 147Q: 30 clusters Score -2.268624e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105161 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23001 members 
Mstep: Class 10 contains 39053 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 63014 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22706 members 
Mstep: Class 16 contains 481444 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173637 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62040 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27774 members 
Mstep: Class 25 contains 4899 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862432.000000 Penalty: 249784.343750
Iteration 148Q: 30 clusters Score -2.268624e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105162 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23001 members 
Mstep: Class 10 contains 39052 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 63012 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22707 members 
Mstep: Class 16 contains 481448 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62040 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27771 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862432.000000 Penalty: 249784.343750
Iteration 149Q: 30 clusters Score -2.268624e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105159 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23003 members 
Mstep: Class 10 contains 39052 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 63012 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22707 members 
Mstep: Class 16 contains 481449 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173636 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62039 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27769 members 
Mstep: Class 25 contains 4904 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862464.000000 Penalty: 249784.343750
Iteration 150Q: 30 clusters Score -2.268625e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105158 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23004 members 
Mstep: Class 10 contains 39055 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 63007 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22708 members 
Mstep: Class 16 contains 481451 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173636 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27764 members 
Mstep: Class 25 contains 4905 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862176.000000 Penalty: 249784.343750
Iteration 151Q: 30 clusters Score -2.268622e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105157 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34188 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23004 members 
Mstep: Class 10 contains 39056 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 15762 members 
Mstep: Class 13 contains 63008 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481452 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173636 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27761 members 
Mstep: Class 25 contains 4908 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862320.000000 Penalty: 249784.343750
Iteration 152Q: 30 clusters Score -2.268623e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105155 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34187 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23005 members 
Mstep: Class 10 contains 39057 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 63008 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481452 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27758 members 
Mstep: Class 25 contains 4909 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862320.000000 Penalty: 249784.343750
Iteration 153Q: 30 clusters Score -2.268623e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105153 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 34188 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39059 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 15764 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481455 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27754 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862336.000000 Penalty: 249784.343750
Iteration 154Q: 30 clusters Score -2.268623e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 105152 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39062 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63002 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481457 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62035 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27753 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862304.000000 Penalty: 249784.343750
Iteration 155Q: 30 clusters Score -2.268623e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105152 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34190 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23006 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63001 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481463 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27750 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862320.000000 Penalty: 249784.343750
Iteration 156Q: 30 clusters Score -2.268623e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105152 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34190 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23009 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22709 members 
Mstep: Class 16 contains 481463 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27746 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862368.000000 Penalty: 249784.343750
Iteration 157Q: 30 clusters Score -2.268624e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105151 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 34190 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23014 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481459 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27745 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 158Q: 30 clusters Score -2.268624e+08 nChanged 8
Entering ConstructFrom: 
Score: -226862400.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -372590.375000 Penalty: 4755.110840
	Iteration 0F: 2 clusters Score -372590.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -367309.437500 Penalty: 9510.221680
	Iteration 0F: 3 clusters Score -367309.4 nChanged 630
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: -368498.062500 Penalty: 9510.221680
	Iteration 1F: 3 clusters Score -368498.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -370073.000000 Penalty: 9510.221680
	Iteration 2F: 3 clusters Score -370073 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -371826.000000 Penalty: 9510.221680
	Iteration 3F: 3 clusters Score -371826 nChanged 210
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: -372704.343750 Penalty: 9510.221680
	Iteration 4F: 3 clusters Score -372704.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -373357.781250 Penalty: 9510.221680
	Iteration 5F: 3 clusters Score -373357.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -373885.500000 Penalty: 9510.221680
	Iteration 6Q: 3 clusters Score -373885.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -374294.843750 Penalty: 9510.221680
	Iteration 7Q: 3 clusters Score -374294.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -374418.656250 Penalty: 9510.221680
	Iteration 8Q: 3 clusters Score -374418.7 nChanged 12
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: -374445.031250 Penalty: 9510.221680
	Iteration 9Q: 3 clusters Score -374445 nChanged 2
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: -374449.031250 Penalty: 9510.221680
	Iteration 10Q: 3 clusters Score -374449 nChanged 0
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: -374449.031250 Penalty: 9510.221680
	Iteration 11F: 3 clusters Score -374449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105151 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23016 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481460 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27745 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 1558 members 
Entering Unmasked Estep 
Score: -226859520.000000 Penalty: 258397.593750
Splitting cluster 1 changes total score from -226862400.000000 to -226859520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -1853127.875000 Penalty: 5660.804199
	Iteration 0F: 2 clusters Score -1853128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1842769.500000 Penalty: 11321.608398
	Iteration 0F: 3 clusters Score -1842770 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1845085.750000 Penalty: 11321.608398
	Iteration 1F: 3 clusters Score -1845086 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1845740.875000 Penalty: 11321.608398
	Iteration 2F: 3 clusters Score -1845741 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1846480.000000 Penalty: 11321.608398
	Iteration 3F: 3 clusters Score -1846480 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1847654.375000 Penalty: 11321.608398
	Iteration 4F: 3 clusters Score -1847654 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1849190.875000 Penalty: 11321.608398
	Iteration 5F: 3 clusters Score -1849191 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1850445.875000 Penalty: 11321.608398
	Iteration 6F: 3 clusters Score -1850446 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1851140.625000 Penalty: 11321.608398
	Iteration 7F: 3 clusters Score -1851141 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1851475.375000 Penalty: 11321.608398
	Iteration 8Q: 3 clusters Score -1851475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1851625.625000 Penalty: 11321.608398
	Iteration 9Q: 3 clusters Score -1851626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1851699.875000 Penalty: 11321.608398
	Iteration 10Q: 3 clusters Score -1851700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1851741.375000 Penalty: 11321.608398
	Iteration 11Q: 3 clusters Score -1851741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1851766.625000 Penalty: 11321.608398
	Iteration 12Q: 3 clusters Score -1851767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1851788.750000 Penalty: 11321.608398
	Iteration 13Q: 3 clusters Score -1851789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1851805.875000 Penalty: 11321.608398
	Iteration 14Q: 3 clusters Score -1851806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1851813.625000 Penalty: 11321.608398
	Iteration 15Q: 3 clusters Score -1851814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1851821.625000 Penalty: 11321.608398
	Iteration 16Q: 3 clusters Score -1851822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1851828.250000 Penalty: 11321.608398
	Iteration 17Q: 3 clusters Score -1851828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1851833.625000 Penalty: 11321.608398
	Iteration 18Q: 3 clusters Score -1851834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1851833.250000 Penalty: 11321.608398
	Iteration 19Q: 3 clusters Score -1851833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1851841.000000 Penalty: 11321.608398
	Iteration 20F: 3 clusters Score -1851841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1851840.375000 Penalty: 11321.608398
	Iteration 21Q: 3 clusters Score -1851840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1851840.500000 Penalty: 11321.608398
	Iteration 22Q: 3 clusters Score -1851840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1851844.375000 Penalty: 11321.608398
	Iteration 23Q: 3 clusters Score -1851844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1851848.000000 Penalty: 11321.608398
	Iteration 24Q: 3 clusters Score -1851848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1851852.500000 Penalty: 11321.608398
	Iteration 25Q: 3 clusters Score -1851852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1851851.125000 Penalty: 11321.608398
	Iteration 26Q: 3 clusters Score -1851851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1851854.750000 Penalty: 11321.608398
	Iteration 27Q: 3 clusters Score -1851855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1851850.875000 Penalty: 11321.608398
	Iteration 28Q: 3 clusters Score -1851851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1851855.750000 Penalty: 11321.608398
	Iteration 29Q: 3 clusters Score -1851856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1851856.875000 Penalty: 11321.608398
	Iteration 30Q: 3 clusters Score -1851857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1851859.250000 Penalty: 11321.608398
	Iteration 31Q: 3 clusters Score -1851859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1851861.750000 Penalty: 11321.608398
	Iteration 32Q: 3 clusters Score -1851862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1851860.625000 Penalty: 11321.608398
	Iteration 33Q: 3 clusters Score -1851861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1851860.625000 Penalty: 11321.608398
	Iteration 34F: 3 clusters Score -1851861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Entering Unmasked Estep 
Score: -18864430.000000 Penalty: 7082.430664
	Iteration 0F: 2 clusters Score -1.886443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -18792770.000000 Penalty: 14164.861328
	Iteration 0F: 3 clusters Score -1.879277e+07 nChanged 48192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -18819730.000000 Penalty: 14164.861328
	Iteration 1F: 3 clusters Score -1.881973e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -18821988.000000 Penalty: 14164.861328
	Iteration 2Q: 3 clusters Score -1.882199e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -18825292.000000 Penalty: 14164.861328
	Iteration 3F: 3 clusters Score -1.882529e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -18829512.000000 Penalty: 14164.861328
	Iteration 4F: 3 clusters Score -1.882951e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -18834168.000000 Penalty: 14164.861328
	Iteration 5F: 3 clusters Score -1.883417e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -18838634.000000 Penalty: 14164.861328
	Iteration 6F: 3 clusters Score -1.883863e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -18842572.000000 Penalty: 14164.861328
	Iteration 7F: 3 clusters Score -1.884257e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -18845888.000000 Penalty: 14164.861328
	Iteration 8Q: 3 clusters Score -1.884589e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -18849258.000000 Penalty: 14164.861328
	Iteration 9Q: 3 clusters Score -1.884926e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -18852426.000000 Penalty: 14164.861328
	Iteration 10Q: 3 clusters Score -1.885243e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -18854746.000000 Penalty: 14164.861328
	Iteration 11Q: 3 clusters Score -1.885475e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -18856282.000000 Penalty: 14164.861328
	Iteration 12Q: 3 clusters Score -1.885628e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -18857300.000000 Penalty: 14164.861328
	Iteration 13Q: 3 clusters Score -1.88573e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -18857916.000000 Penalty: 14164.861328
	Iteration 14Q: 3 clusters Score -1.885792e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -18858272.000000 Penalty: 14164.861328
	Iteration 15Q: 3 clusters Score -1.885827e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -18858620.000000 Penalty: 14164.861328
	Iteration 16Q: 3 clusters Score -1.885862e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -18858860.000000 Penalty: 14164.861328
	Iteration 17Q: 3 clusters Score -1.885886e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100101 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -18859134.000000 Penalty: 14164.861328
	Iteration 18Q: 3 clusters Score -1.885913e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -18859334.000000 Penalty: 14164.861328
	Iteration 19Q: 3 clusters Score -1.885933e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -18859592.000000 Penalty: 14164.861328
	Iteration 20F: 3 clusters Score -1.885959e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -18859790.000000 Penalty: 14164.861328
	Iteration 21Q: 3 clusters Score -1.885979e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -18859982.000000 Penalty: 14164.861328
	Iteration 22Q: 3 clusters Score -1.885998e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -18860200.000000 Penalty: 14164.861328
	Iteration 23Q: 3 clusters Score -1.88602e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -18860380.000000 Penalty: 14164.861328
	Iteration 24Q: 3 clusters Score -1.886038e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -18860542.000000 Penalty: 14164.861328
	Iteration 25Q: 3 clusters Score -1.886054e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -18860636.000000 Penalty: 14164.861328
	Iteration 26Q: 3 clusters Score -1.886064e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -18860714.000000 Penalty: 14164.861328
	Iteration 27Q: 3 clusters Score -1.886071e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -18860770.000000 Penalty: 14164.861328
	Iteration 28Q: 3 clusters Score -1.886077e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -18860834.000000 Penalty: 14164.861328
	Iteration 29Q: 3 clusters Score -1.886083e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -18860864.000000 Penalty: 14164.861328
	Iteration 30Q: 3 clusters Score -1.886086e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18860904.000000 Penalty: 14164.861328
	Iteration 31Q: 3 clusters Score -1.88609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -18860886.000000 Penalty: 14164.861328
	Iteration 32Q: 3 clusters Score -1.886089e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -18860882.000000 Penalty: 14164.861328
	Iteration 33Q: 3 clusters Score -1.886088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18860884.000000 Penalty: 14164.861328
	Iteration 34Q: 3 clusters Score -1.886088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -18860882.000000 Penalty: 14164.861328
	Iteration 35Q: 3 clusters Score -1.886088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -18860902.000000 Penalty: 14164.861328
	Iteration 36Q: 3 clusters Score -1.88609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -18860922.000000 Penalty: 14164.861328
	Iteration 37Q: 3 clusters Score -1.886092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -18860908.000000 Penalty: 14164.861328
	Iteration 38Q: 3 clusters Score -1.886091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -18860934.000000 Penalty: 14164.861328
	Iteration 39Q: 3 clusters Score -1.886093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -18860914.000000 Penalty: 14164.861328
	Iteration 40F: 3 clusters Score -1.886091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -18860920.000000 Penalty: 14164.861328
	Iteration 41Q: 3 clusters Score -1.886092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -18860908.000000 Penalty: 14164.861328
	Iteration 42Q: 3 clusters Score -1.886091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -18860914.000000 Penalty: 14164.861328
	Iteration 43Q: 3 clusters Score -1.886091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -18860926.000000 Penalty: 14164.861328
	Iteration 44Q: 3 clusters Score -1.886093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -18860918.000000 Penalty: 14164.861328
	Iteration 45Q: 3 clusters Score -1.886092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -18860916.000000 Penalty: 14164.861328
	Iteration 46Q: 3 clusters Score -1.886092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18860916.000000 Penalty: 14164.861328
	Iteration 47Q: 3 clusters Score -1.886092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -18860922.000000 Penalty: 14164.861328
	Iteration 48Q: 3 clusters Score -1.886092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -18860916.000000 Penalty: 14164.861328
	Iteration 49Q: 3 clusters Score -1.886092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18860920.000000 Penalty: 14164.861328
	Iteration 50Q: 3 clusters Score -1.886092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -18860922.000000 Penalty: 14164.861328
	Iteration 51Q: 3 clusters Score -1.886092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18860922.000000 Penalty: 14164.861328
	Iteration 52Q: 3 clusters Score -1.886092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -18860930.000000 Penalty: 14164.861328
	Iteration 53Q: 3 clusters Score -1.886093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18860932.000000 Penalty: 14164.861328
	Iteration 54Q: 3 clusters Score -1.886093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18860932.000000 Penalty: 14164.861328
	Iteration 55F: 3 clusters Score -1.886093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Entering Unmasked Estep 
Score: -9404451.000000 Penalty: 6647.533691
	Iteration 0F: 2 clusters Score -9404451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -9367436.000000 Penalty: 13295.067383
	Iteration 0F: 3 clusters Score -9367436 nChanged 22865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -9379698.000000 Penalty: 13295.067383
	Iteration 1F: 3 clusters Score -9379698 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -9380639.000000 Penalty: 13295.067383
	Iteration 2Q: 3 clusters Score -9380639 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -9381445.000000 Penalty: 13295.067383
	Iteration 3Q: 3 clusters Score -9381445 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -9382329.000000 Penalty: 13295.067383
	Iteration 4Q: 3 clusters Score -9382329 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -9383249.000000 Penalty: 13295.067383
	Iteration 5Q: 3 clusters Score -9383249 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -9384437.000000 Penalty: 13295.067383
	Iteration 6Q: 3 clusters Score -9384437 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -9385827.000000 Penalty: 13295.067383
	Iteration 7Q: 3 clusters Score -9385827 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -9387625.000000 Penalty: 13295.067383
	Iteration 8F: 3 clusters Score -9387625 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -9389811.000000 Penalty: 13295.067383
	Iteration 9F: 3 clusters Score -9389811 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -9392095.000000 Penalty: 13295.067383
	Iteration 10F: 3 clusters Score -9392095 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -9394172.000000 Penalty: 13295.067383
	Iteration 11Q: 3 clusters Score -9394172 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -9395812.000000 Penalty: 13295.067383
	Iteration 12Q: 3 clusters Score -9395812 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -9396758.000000 Penalty: 13295.067383
	Iteration 13Q: 3 clusters Score -9396758 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -9397303.000000 Penalty: 13295.067383
	Iteration 14Q: 3 clusters Score -9397303 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -9397550.000000 Penalty: 13295.067383
	Iteration 15Q: 3 clusters Score -9397550 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -9397673.000000 Penalty: 13295.067383
	Iteration 16Q: 3 clusters Score -9397673 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -9397779.000000 Penalty: 13295.067383
	Iteration 17Q: 3 clusters Score -9397779 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -9397827.000000 Penalty: 13295.067383
	Iteration 18Q: 3 clusters Score -9397827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -9397883.000000 Penalty: 13295.067383
	Iteration 19Q: 3 clusters Score -9397883 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -9397925.000000 Penalty: 13295.067383
	Iteration 20F: 3 clusters Score -9397925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9397909.000000 Penalty: 13295.067383
	Iteration 21Q: 3 clusters Score -9397909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -9397956.000000 Penalty: 13295.067383
	Iteration 22Q: 3 clusters Score -9397956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -9397983.000000 Penalty: 13295.067383
	Iteration 23Q: 3 clusters Score -9397983 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -9397992.000000 Penalty: 13295.067383
	Iteration 24Q: 3 clusters Score -9397992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -9398015.000000 Penalty: 13295.067383
	Iteration 25Q: 3 clusters Score -9398015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -9398018.000000 Penalty: 13295.067383
	Iteration 26Q: 3 clusters Score -9398018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -9398052.000000 Penalty: 13295.067383
	Iteration 27Q: 3 clusters Score -9398052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -9398049.000000 Penalty: 13295.067383
	Iteration 28Q: 3 clusters Score -9398049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -9398053.000000 Penalty: 13295.067383
	Iteration 29Q: 3 clusters Score -9398053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -9398060.000000 Penalty: 13295.067383
	Iteration 30Q: 3 clusters Score -9398060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -9398068.000000 Penalty: 13295.067383
	Iteration 31Q: 3 clusters Score -9398068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -9398074.000000 Penalty: 13295.067383
	Iteration 32Q: 3 clusters Score -9398074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -9398086.000000 Penalty: 13295.067383
	Iteration 33Q: 3 clusters Score -9398086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -9398090.000000 Penalty: 13295.067383
	Iteration 34Q: 3 clusters Score -9398090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -9398102.000000 Penalty: 13295.067383
	Iteration 35Q: 3 clusters Score -9398102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -9398088.000000 Penalty: 13295.067383
	Iteration 36Q: 3 clusters Score -9398088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -9398080.000000 Penalty: 13295.067383
	Iteration 37Q: 3 clusters Score -9398080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -9398085.000000 Penalty: 13295.067383
	Iteration 38Q: 3 clusters Score -9398085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -9398110.000000 Penalty: 13295.067383
	Iteration 39Q: 3 clusters Score -9398110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -9398104.000000 Penalty: 13295.067383
	Iteration 40F: 3 clusters Score -9398104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -9398110.000000 Penalty: 13295.067383
	Iteration 41Q: 3 clusters Score -9398110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -9398103.000000 Penalty: 13295.067383
	Iteration 42Q: 3 clusters Score -9398103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -9398130.000000 Penalty: 13295.067383
	Iteration 43Q: 3 clusters Score -9398130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -9398122.000000 Penalty: 13295.067383
	Iteration 44Q: 3 clusters Score -9398122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -9398126.000000 Penalty: 13295.067383
	Iteration 45Q: 3 clusters Score -9398126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -9398156.000000 Penalty: 13295.067383
	Iteration 46Q: 3 clusters Score -9398156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -9398171.000000 Penalty: 13295.067383
	Iteration 47Q: 3 clusters Score -9398171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -9398177.000000 Penalty: 13295.067383
	Iteration 48Q: 3 clusters Score -9398177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -9398176.000000 Penalty: 13295.067383
	Iteration 49Q: 3 clusters Score -9398176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -9398188.000000 Penalty: 13295.067383
	Iteration 50Q: 3 clusters Score -9398188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -9398181.000000 Penalty: 13295.067383
	Iteration 51Q: 3 clusters Score -9398181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -9398198.000000 Penalty: 13295.067383
	Iteration 52Q: 3 clusters Score -9398198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -9398199.000000 Penalty: 13295.067383
	Iteration 53Q: 3 clusters Score -9398199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -9398196.000000 Penalty: 13295.067383
	Iteration 54Q: 3 clusters Score -9398196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -9398201.000000 Penalty: 13295.067383
	Iteration 55Q: 3 clusters Score -9398201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -9398202.000000 Penalty: 13295.067383
	Iteration 56Q: 3 clusters Score -9398202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -9398211.000000 Penalty: 13295.067383
	Iteration 57Q: 3 clusters Score -9398211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -9398212.000000 Penalty: 13295.067383
	Iteration 58Q: 3 clusters Score -9398212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -9398237.000000 Penalty: 13295.067383
	Iteration 59Q: 3 clusters Score -9398237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -9398211.000000 Penalty: 13295.067383
	Iteration 60F: 3 clusters Score -9398211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -9398219.000000 Penalty: 13295.067383
	Iteration 61Q: 3 clusters Score -9398219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -9398213.000000 Penalty: 13295.067383
	Iteration 62Q: 3 clusters Score -9398213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -9398224.000000 Penalty: 13295.067383
	Iteration 63Q: 3 clusters Score -9398224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -9398215.000000 Penalty: 13295.067383
	Iteration 64Q: 3 clusters Score -9398215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -9398228.000000 Penalty: 13295.067383
	Iteration 65Q: 3 clusters Score -9398228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -9398228.000000 Penalty: 13295.067383
	Iteration 66Q: 3 clusters Score -9398228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -9398227.000000 Penalty: 13295.067383
	Iteration 67Q: 3 clusters Score -9398227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -9398218.000000 Penalty: 13295.067383
	Iteration 68Q: 3 clusters Score -9398218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -9398215.000000 Penalty: 13295.067383
	Iteration 69Q: 3 clusters Score -9398215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -9398216.000000 Penalty: 13295.067383
	Iteration 70Q: 3 clusters Score -9398216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -9398208.000000 Penalty: 13295.067383
	Iteration 71Q: 3 clusters Score -9398208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -9398214.000000 Penalty: 13295.067383
	Iteration 72Q: 3 clusters Score -9398214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -9398213.000000 Penalty: 13295.067383
	Iteration 73Q: 3 clusters Score -9398213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -9398213.000000 Penalty: 13295.067383
	Iteration 74F: 3 clusters Score -9398213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Entering Unmasked Estep 
Score: -5379847.000000 Penalty: 6308.242676
	Iteration 0F: 2 clusters Score -5379847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5357147.500000 Penalty: 12616.485352
	Iteration 0F: 3 clusters Score -5357148 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5363745.500000 Penalty: 12616.485352
	Iteration 1F: 3 clusters Score -5363746 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -5364573.000000 Penalty: 12616.485352
	Iteration 2F: 3 clusters Score -5364573 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5365189.500000 Penalty: 12616.485352
	Iteration 3F: 3 clusters Score -5365190 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5365673.000000 Penalty: 12616.485352
	Iteration 4Q: 3 clusters Score -5365673 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5366198.500000 Penalty: 12616.485352
	Iteration 5Q: 3 clusters Score -5366198 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5366836.500000 Penalty: 12616.485352
	Iteration 6Q: 3 clusters Score -5366836 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -5367560.000000 Penalty: 12616.485352
	Iteration 7Q: 3 clusters Score -5367560 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -5368350.500000 Penalty: 12616.485352
	Iteration 8Q: 3 clusters Score -5368350 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -5369179.000000 Penalty: 12616.485352
	Iteration 9Q: 3 clusters Score -5369179 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5370031.000000 Penalty: 12616.485352
	Iteration 10Q: 3 clusters Score -5370031 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5370779.000000 Penalty: 12616.485352
	Iteration 11Q: 3 clusters Score -5370779 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5371420.500000 Penalty: 12616.485352
	Iteration 12Q: 3 clusters Score -5371420 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5371954.500000 Penalty: 12616.485352
	Iteration 13Q: 3 clusters Score -5371954 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5372408.000000 Penalty: 12616.485352
	Iteration 14Q: 3 clusters Score -5372408 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -5372772.000000 Penalty: 12616.485352
	Iteration 15Q: 3 clusters Score -5372772 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5373105.000000 Penalty: 12616.485352
	Iteration 16Q: 3 clusters Score -5373105 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5373402.500000 Penalty: 12616.485352
	Iteration 17Q: 3 clusters Score -5373402 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5373613.000000 Penalty: 12616.485352
	Iteration 18Q: 3 clusters Score -5373613 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5373796.000000 Penalty: 12616.485352
	Iteration 19Q: 3 clusters Score -5373796 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5373981.000000 Penalty: 12616.485352
	Iteration 20F: 3 clusters Score -5373981 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5374102.500000 Penalty: 12616.485352
	Iteration 21Q: 3 clusters Score -5374102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5374195.500000 Penalty: 12616.485352
	Iteration 22Q: 3 clusters Score -5374196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5374293.000000 Penalty: 12616.485352
	Iteration 23Q: 3 clusters Score -5374293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5374332.500000 Penalty: 12616.485352
	Iteration 24Q: 3 clusters Score -5374332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5374356.500000 Penalty: 12616.485352
	Iteration 25Q: 3 clusters Score -5374356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5374401.000000 Penalty: 12616.485352
	Iteration 26Q: 3 clusters Score -5374401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5374419.000000 Penalty: 12616.485352
	Iteration 27Q: 3 clusters Score -5374419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5374432.000000 Penalty: 12616.485352
	Iteration 28Q: 3 clusters Score -5374432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5374441.500000 Penalty: 12616.485352
	Iteration 29Q: 3 clusters Score -5374442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5374468.000000 Penalty: 12616.485352
	Iteration 30Q: 3 clusters Score -5374468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5374469.500000 Penalty: 12616.485352
	Iteration 31Q: 3 clusters Score -5374470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5374474.000000 Penalty: 12616.485352
	Iteration 32Q: 3 clusters Score -5374474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5374481.000000 Penalty: 12616.485352
	Iteration 33Q: 3 clusters Score -5374481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5374486.000000 Penalty: 12616.485352
	Iteration 34Q: 3 clusters Score -5374486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5374484.500000 Penalty: 12616.485352
	Iteration 35Q: 3 clusters Score -5374484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5374486.500000 Penalty: 12616.485352
	Iteration 36Q: 3 clusters Score -5374486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5374481.000000 Penalty: 12616.485352
	Iteration 37Q: 3 clusters Score -5374481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5374493.000000 Penalty: 12616.485352
	Iteration 38Q: 3 clusters Score -5374493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5374503.000000 Penalty: 12616.485352
	Iteration 39Q: 3 clusters Score -5374503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5374506.500000 Penalty: 12616.485352
	Iteration 40F: 3 clusters Score -5374506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5374512.000000 Penalty: 12616.485352
	Iteration 41Q: 3 clusters Score -5374512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5374512.000000 Penalty: 12616.485352
	Iteration 42Q: 3 clusters Score -5374512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5374519.000000 Penalty: 12616.485352
	Iteration 43Q: 3 clusters Score -5374519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5374514.500000 Penalty: 12616.485352
	Iteration 44Q: 3 clusters Score -5374514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5374507.000000 Penalty: 12616.485352
	Iteration 45Q: 3 clusters Score -5374507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5374513.000000 Penalty: 12616.485352
	Iteration 46Q: 3 clusters Score -5374513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5374520.000000 Penalty: 12616.485352
	Iteration 47Q: 3 clusters Score -5374520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5374531.500000 Penalty: 12616.485352
	Iteration 48Q: 3 clusters Score -5374532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5374528.000000 Penalty: 12616.485352
	Iteration 49Q: 3 clusters Score -5374528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5374530.000000 Penalty: 12616.485352
	Iteration 50Q: 3 clusters Score -5374530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5374536.000000 Penalty: 12616.485352
	Iteration 51Q: 3 clusters Score -5374536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5374534.000000 Penalty: 12616.485352
	Iteration 52Q: 3 clusters Score -5374534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5374529.000000 Penalty: 12616.485352
	Iteration 53Q: 3 clusters Score -5374529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5374532.500000 Penalty: 12616.485352
	Iteration 54Q: 3 clusters Score -5374532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5374532.500000 Penalty: 12616.485352
	Iteration 55F: 3 clusters Score -5374532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Entering Unmasked Estep 
Score: -6171905.000000 Penalty: 6394.291016
	Iteration 0F: 2 clusters Score -6171905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -6146326.000000 Penalty: 12788.582031
	Iteration 0F: 3 clusters Score -6146326 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -6154017.500000 Penalty: 12788.582031
	Iteration 1F: 3 clusters Score -6154018 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -6155023.000000 Penalty: 12788.582031
	Iteration 2F: 3 clusters Score -6155023 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -6155827.000000 Penalty: 12788.582031
	Iteration 3F: 3 clusters Score -6155827 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6156511.500000 Penalty: 12788.582031
	Iteration 4Q: 3 clusters Score -6156512 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6157248.000000 Penalty: 12788.582031
	Iteration 5Q: 3 clusters Score -6157248 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -6158053.000000 Penalty: 12788.582031
	Iteration 6Q: 3 clusters Score -6158053 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -6159072.000000 Penalty: 12788.582031
	Iteration 7Q: 3 clusters Score -6159072 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -6160120.500000 Penalty: 12788.582031
	Iteration 8Q: 3 clusters Score -6160120 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6161284.500000 Penalty: 12788.582031
	Iteration 9F: 3 clusters Score -6161284 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -6162460.500000 Penalty: 12788.582031
	Iteration 10F: 3 clusters Score -6162460 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -6163478.000000 Penalty: 12788.582031
	Iteration 11Q: 3 clusters Score -6163478 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -6164306.500000 Penalty: 12788.582031
	Iteration 12Q: 3 clusters Score -6164306 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6164954.000000 Penalty: 12788.582031
	Iteration 13Q: 3 clusters Score -6164954 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -6165328.000000 Penalty: 12788.582031
	Iteration 14Q: 3 clusters Score -6165328 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6165582.000000 Penalty: 12788.582031
	Iteration 15Q: 3 clusters Score -6165582 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -6165758.000000 Penalty: 12788.582031
	Iteration 16Q: 3 clusters Score -6165758 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -6165867.000000 Penalty: 12788.582031
	Iteration 17Q: 3 clusters Score -6165867 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -6165936.500000 Penalty: 12788.582031
	Iteration 18Q: 3 clusters Score -6165936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -6165961.000000 Penalty: 12788.582031
	Iteration 19Q: 3 clusters Score -6165961 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -6165986.000000 Penalty: 12788.582031
	Iteration 20F: 3 clusters Score -6165986 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -6165994.000000 Penalty: 12788.582031
	Iteration 21Q: 3 clusters Score -6165994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -6166022.500000 Penalty: 12788.582031
	Iteration 22Q: 3 clusters Score -6166022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -6166045.500000 Penalty: 12788.582031
	Iteration 23Q: 3 clusters Score -6166046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -6166064.500000 Penalty: 12788.582031
	Iteration 24Q: 3 clusters Score -6166064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -6166083.000000 Penalty: 12788.582031
	Iteration 25Q: 3 clusters Score -6166083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6166097.000000 Penalty: 12788.582031
	Iteration 26Q: 3 clusters Score -6166097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -6166101.500000 Penalty: 12788.582031
	Iteration 27Q: 3 clusters Score -6166102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -6166114.500000 Penalty: 12788.582031
	Iteration 28Q: 3 clusters Score -6166114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -6166115.500000 Penalty: 12788.582031
	Iteration 29Q: 3 clusters Score -6166116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -6166107.500000 Penalty: 12788.582031
	Iteration 30Q: 3 clusters Score -6166108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -6166119.000000 Penalty: 12788.582031
	Iteration 31Q: 3 clusters Score -6166119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -6166122.000000 Penalty: 12788.582031
	Iteration 32Q: 3 clusters Score -6166122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -6166126.000000 Penalty: 12788.582031
	Iteration 33Q: 3 clusters Score -6166126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -6166138.500000 Penalty: 12788.582031
	Iteration 34Q: 3 clusters Score -6166138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -6166141.500000 Penalty: 12788.582031
	Iteration 35Q: 3 clusters Score -6166142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -6166146.000000 Penalty: 12788.582031
	Iteration 36Q: 3 clusters Score -6166146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -6166154.500000 Penalty: 12788.582031
	Iteration 37Q: 3 clusters Score -6166154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6166154.500000 Penalty: 12788.582031
	Iteration 38Q: 3 clusters Score -6166154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -6166151.500000 Penalty: 12788.582031
	Iteration 39Q: 3 clusters Score -6166152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6166154.500000 Penalty: 12788.582031
	Iteration 40F: 3 clusters Score -6166154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6166150.000000 Penalty: 12788.582031
	Iteration 41Q: 3 clusters Score -6166150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -6166148.000000 Penalty: 12788.582031
	Iteration 42Q: 3 clusters Score -6166148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -6166154.000000 Penalty: 12788.582031
	Iteration 43Q: 3 clusters Score -6166154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6166155.500000 Penalty: 12788.582031
	Iteration 44Q: 3 clusters Score -6166156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -6166155.500000 Penalty: 12788.582031
	Iteration 45F: 3 clusters Score -6166156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -1322583.500000 Penalty: 5465.454590
	Iteration 0F: 2 clusters Score -1322584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1313961.125000 Penalty: 10930.909180
	Iteration 0F: 3 clusters Score -1313961 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1315546.625000 Penalty: 10930.909180
	Iteration 1F: 3 clusters Score -1315547 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1315982.000000 Penalty: 10930.909180
	Iteration 2F: 3 clusters Score -1315982 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1316319.250000 Penalty: 10930.909180
	Iteration 3F: 3 clusters Score -1316319 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1316654.000000 Penalty: 10930.909180
	Iteration 4Q: 3 clusters Score -1316654 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1317037.375000 Penalty: 10930.909180
	Iteration 5Q: 3 clusters Score -1317037 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1317501.500000 Penalty: 10930.909180
	Iteration 6Q: 3 clusters Score -1317502 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1317968.000000 Penalty: 10930.909180
	Iteration 7F: 3 clusters Score -1317968 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1318396.000000 Penalty: 10930.909180
	Iteration 8F: 3 clusters Score -1318396 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1318731.625000 Penalty: 10930.909180
	Iteration 9Q: 3 clusters Score -1318732 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1318991.250000 Penalty: 10930.909180
	Iteration 10Q: 3 clusters Score -1318991 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1319169.375000 Penalty: 10930.909180
	Iteration 11Q: 3 clusters Score -1319169 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1319285.375000 Penalty: 10930.909180
	Iteration 12Q: 3 clusters Score -1319285 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1319370.500000 Penalty: 10930.909180
	Iteration 13Q: 3 clusters Score -1319370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1319443.125000 Penalty: 10930.909180
	Iteration 14Q: 3 clusters Score -1319443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1319499.500000 Penalty: 10930.909180
	Iteration 15Q: 3 clusters Score -1319500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1319549.250000 Penalty: 10930.909180
	Iteration 16Q: 3 clusters Score -1319549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1319585.250000 Penalty: 10930.909180
	Iteration 17Q: 3 clusters Score -1319585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1319622.125000 Penalty: 10930.909180
	Iteration 18Q: 3 clusters Score -1319622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1319641.000000 Penalty: 10930.909180
	Iteration 19Q: 3 clusters Score -1319641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1319654.625000 Penalty: 10930.909180
	Iteration 20F: 3 clusters Score -1319655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1319668.125000 Penalty: 10930.909180
	Iteration 21Q: 3 clusters Score -1319668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1319689.875000 Penalty: 10930.909180
	Iteration 22Q: 3 clusters Score -1319690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1319706.875000 Penalty: 10930.909180
	Iteration 23Q: 3 clusters Score -1319707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1319730.375000 Penalty: 10930.909180
	Iteration 24Q: 3 clusters Score -1319730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1319748.625000 Penalty: 10930.909180
	Iteration 25Q: 3 clusters Score -1319749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1319758.125000 Penalty: 10930.909180
	Iteration 26Q: 3 clusters Score -1319758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1319771.250000 Penalty: 10930.909180
	Iteration 27Q: 3 clusters Score -1319771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1319784.250000 Penalty: 10930.909180
	Iteration 28Q: 3 clusters Score -1319784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1319789.875000 Penalty: 10930.909180
	Iteration 29Q: 3 clusters Score -1319790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1319794.875000 Penalty: 10930.909180
	Iteration 30Q: 3 clusters Score -1319795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1319797.250000 Penalty: 10930.909180
	Iteration 31Q: 3 clusters Score -1319797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1319797.250000 Penalty: 10930.909180
	Iteration 32F: 3 clusters Score -1319797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -1307281.500000 Penalty: 5468.548828
	Iteration 0F: 2 clusters Score -1307282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1298612.125000 Penalty: 10937.097656
	Iteration 0F: 3 clusters Score -1298612 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1300227.625000 Penalty: 10937.097656
	Iteration 1F: 3 clusters Score -1300228 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1300555.500000 Penalty: 10937.097656
	Iteration 2F: 3 clusters Score -1300556 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1300750.625000 Penalty: 10937.097656
	Iteration 3Q: 3 clusters Score -1300751 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1300909.625000 Penalty: 10937.097656
	Iteration 4Q: 3 clusters Score -1300910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1301025.500000 Penalty: 10937.097656
	Iteration 5Q: 3 clusters Score -1301026 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1301126.375000 Penalty: 10937.097656
	Iteration 6Q: 3 clusters Score -1301126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1301217.875000 Penalty: 10937.097656
	Iteration 7Q: 3 clusters Score -1301218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1301321.000000 Penalty: 10937.097656
	Iteration 8Q: 3 clusters Score -1301321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1301433.500000 Penalty: 10937.097656
	Iteration 9Q: 3 clusters Score -1301434 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1301551.125000 Penalty: 10937.097656
	Iteration 10Q: 3 clusters Score -1301551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1301650.125000 Penalty: 10937.097656
	Iteration 11Q: 3 clusters Score -1301650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1301726.500000 Penalty: 10937.097656
	Iteration 12Q: 3 clusters Score -1301726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1301786.250000 Penalty: 10937.097656
	Iteration 13Q: 3 clusters Score -1301786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1301821.625000 Penalty: 10937.097656
	Iteration 14Q: 3 clusters Score -1301822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1301861.750000 Penalty: 10937.097656
	Iteration 15Q: 3 clusters Score -1301862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1301901.500000 Penalty: 10937.097656
	Iteration 16Q: 3 clusters Score -1301902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1301933.125000 Penalty: 10937.097656
	Iteration 17Q: 3 clusters Score -1301933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1301958.500000 Penalty: 10937.097656
	Iteration 18Q: 3 clusters Score -1301958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1301981.000000 Penalty: 10937.097656
	Iteration 19Q: 3 clusters Score -1301981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1302001.500000 Penalty: 10937.097656
	Iteration 20F: 3 clusters Score -1302002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1302021.375000 Penalty: 10937.097656
	Iteration 21Q: 3 clusters Score -1302021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1302032.250000 Penalty: 10937.097656
	Iteration 22Q: 3 clusters Score -1302032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1302036.125000 Penalty: 10937.097656
	Iteration 23Q: 3 clusters Score -1302036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1302044.000000 Penalty: 10937.097656
	Iteration 24Q: 3 clusters Score -1302044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1302050.625000 Penalty: 10937.097656
	Iteration 25Q: 3 clusters Score -1302051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1302051.250000 Penalty: 10937.097656
	Iteration 26Q: 3 clusters Score -1302051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1302053.750000 Penalty: 10937.097656
	Iteration 27Q: 3 clusters Score -1302054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1302058.500000 Penalty: 10937.097656
	Iteration 28Q: 3 clusters Score -1302058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1302059.500000 Penalty: 10937.097656
	Iteration 29Q: 3 clusters Score -1302060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1302063.875000 Penalty: 10937.097656
	Iteration 30Q: 3 clusters Score -1302064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1302064.750000 Penalty: 10937.097656
	Iteration 31Q: 3 clusters Score -1302065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1302067.625000 Penalty: 10937.097656
	Iteration 32Q: 3 clusters Score -1302068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1302069.125000 Penalty: 10937.097656
	Iteration 33Q: 3 clusters Score -1302069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1302070.750000 Penalty: 10937.097656
	Iteration 34Q: 3 clusters Score -1302071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1302073.500000 Penalty: 10937.097656
	Iteration 35Q: 3 clusters Score -1302074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1302073.000000 Penalty: 10937.097656
	Iteration 36Q: 3 clusters Score -1302073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1302073.625000 Penalty: 10937.097656
	Iteration 37Q: 3 clusters Score -1302074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1302073.250000 Penalty: 10937.097656
	Iteration 38Q: 3 clusters Score -1302073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1302073.250000 Penalty: 10937.097656
	Iteration 39F: 3 clusters Score -1302073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Entering Unmasked Estep 
Score: -3931086.500000 Penalty: 6151.916504
	Iteration 0F: 2 clusters Score -3931086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3912594.500000 Penalty: 12303.833008
	Iteration 0F: 3 clusters Score -3912594 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3917603.000000 Penalty: 12303.833008
	Iteration 1F: 3 clusters Score -3917603 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3918315.500000 Penalty: 12303.833008
	Iteration 2F: 3 clusters Score -3918316 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3918808.750000 Penalty: 12303.833008
	Iteration 3F: 3 clusters Score -3918809 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3919179.000000 Penalty: 12303.833008
	Iteration 4Q: 3 clusters Score -3919179 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3919483.500000 Penalty: 12303.833008
	Iteration 5Q: 3 clusters Score -3919484 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3919720.500000 Penalty: 12303.833008
	Iteration 6Q: 3 clusters Score -3919720 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3919923.250000 Penalty: 12303.833008
	Iteration 7Q: 3 clusters Score -3919923 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3920134.750000 Penalty: 12303.833008
	Iteration 8Q: 3 clusters Score -3920135 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3920307.250000 Penalty: 12303.833008
	Iteration 9Q: 3 clusters Score -3920307 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3920519.000000 Penalty: 12303.833008
	Iteration 10Q: 3 clusters Score -3920519 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3920725.750000 Penalty: 12303.833008
	Iteration 11Q: 3 clusters Score -3920726 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3920927.000000 Penalty: 12303.833008
	Iteration 12Q: 3 clusters Score -3920927 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3921182.750000 Penalty: 12303.833008
	Iteration 13Q: 3 clusters Score -3921183 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3921406.250000 Penalty: 12303.833008
	Iteration 14Q: 3 clusters Score -3921406 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3921669.250000 Penalty: 12303.833008
	Iteration 15Q: 3 clusters Score -3921669 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3921946.750000 Penalty: 12303.833008
	Iteration 16Q: 3 clusters Score -3921947 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3922227.250000 Penalty: 12303.833008
	Iteration 17Q: 3 clusters Score -3922227 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3922508.750000 Penalty: 12303.833008
	Iteration 18Q: 3 clusters Score -3922509 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3922751.250000 Penalty: 12303.833008
	Iteration 19Q: 3 clusters Score -3922751 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3923031.250000 Penalty: 12303.833008
	Iteration 20F: 3 clusters Score -3923031 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3923309.500000 Penalty: 12303.833008
	Iteration 21Q: 3 clusters Score -3923310 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3923572.750000 Penalty: 12303.833008
	Iteration 22Q: 3 clusters Score -3923573 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3923850.750000 Penalty: 12303.833008
	Iteration 23Q: 3 clusters Score -3923851 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3924107.500000 Penalty: 12303.833008
	Iteration 24Q: 3 clusters Score -3924108 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3924319.500000 Penalty: 12303.833008
	Iteration 25Q: 3 clusters Score -3924320 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3924477.500000 Penalty: 12303.833008
	Iteration 26Q: 3 clusters Score -3924478 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3924592.250000 Penalty: 12303.833008
	Iteration 27Q: 3 clusters Score -3924592 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3924708.250000 Penalty: 12303.833008
	Iteration 28Q: 3 clusters Score -3924708 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3924792.750000 Penalty: 12303.833008
	Iteration 29Q: 3 clusters Score -3924793 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3924854.500000 Penalty: 12303.833008
	Iteration 30Q: 3 clusters Score -3924854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3924912.750000 Penalty: 12303.833008
	Iteration 31Q: 3 clusters Score -3924913 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3924957.500000 Penalty: 12303.833008
	Iteration 32Q: 3 clusters Score -3924958 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3924996.000000 Penalty: 12303.833008
	Iteration 33Q: 3 clusters Score -3924996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3925048.250000 Penalty: 12303.833008
	Iteration 34Q: 3 clusters Score -3925048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3925084.750000 Penalty: 12303.833008
	Iteration 35Q: 3 clusters Score -3925085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3925123.750000 Penalty: 12303.833008
	Iteration 36Q: 3 clusters Score -3925124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3925160.750000 Penalty: 12303.833008
	Iteration 37Q: 3 clusters Score -3925161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3925200.750000 Penalty: 12303.833008
	Iteration 38Q: 3 clusters Score -3925201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3925231.750000 Penalty: 12303.833008
	Iteration 39Q: 3 clusters Score -3925232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3925258.000000 Penalty: 12303.833008
	Iteration 40F: 3 clusters Score -3925258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3925275.500000 Penalty: 12303.833008
	Iteration 41Q: 3 clusters Score -3925276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3925304.250000 Penalty: 12303.833008
	Iteration 42Q: 3 clusters Score -3925304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3925322.000000 Penalty: 12303.833008
	Iteration 43Q: 3 clusters Score -3925322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3925345.500000 Penalty: 12303.833008
	Iteration 44Q: 3 clusters Score -3925346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3925358.000000 Penalty: 12303.833008
	Iteration 45Q: 3 clusters Score -3925358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3925387.250000 Penalty: 12303.833008
	Iteration 46Q: 3 clusters Score -3925387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3925406.250000 Penalty: 12303.833008
	Iteration 47Q: 3 clusters Score -3925406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3925432.000000 Penalty: 12303.833008
	Iteration 48Q: 3 clusters Score -3925432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3925440.750000 Penalty: 12303.833008
	Iteration 49Q: 3 clusters Score -3925441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3925465.000000 Penalty: 12303.833008
	Iteration 50Q: 3 clusters Score -3925465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3925463.750000 Penalty: 12303.833008
	Iteration 51Q: 3 clusters Score -3925464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3925475.000000 Penalty: 12303.833008
	Iteration 52Q: 3 clusters Score -3925475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3925484.250000 Penalty: 12303.833008
	Iteration 53Q: 3 clusters Score -3925484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3925488.250000 Penalty: 12303.833008
	Iteration 54Q: 3 clusters Score -3925488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3925502.000000 Penalty: 12303.833008
	Iteration 55Q: 3 clusters Score -3925502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3925509.750000 Penalty: 12303.833008
	Iteration 56Q: 3 clusters Score -3925510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3925522.500000 Penalty: 12303.833008
	Iteration 57Q: 3 clusters Score -3925522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3925531.250000 Penalty: 12303.833008
	Iteration 58Q: 3 clusters Score -3925531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3925535.500000 Penalty: 12303.833008
	Iteration 59Q: 3 clusters Score -3925536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3925540.000000 Penalty: 12303.833008
	Iteration 60F: 3 clusters Score -3925540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3925547.250000 Penalty: 12303.833008
	Iteration 61Q: 3 clusters Score -3925547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3925552.500000 Penalty: 12303.833008
	Iteration 62Q: 3 clusters Score -3925552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3925554.750000 Penalty: 12303.833008
	Iteration 63Q: 3 clusters Score -3925555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3925562.250000 Penalty: 12303.833008
	Iteration 64Q: 3 clusters Score -3925562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3925575.250000 Penalty: 12303.833008
	Iteration 65Q: 3 clusters Score -3925575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3925570.500000 Penalty: 12303.833008
	Iteration 66Q: 3 clusters Score -3925570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3925576.000000 Penalty: 12303.833008
	Iteration 67Q: 3 clusters Score -3925576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3925585.750000 Penalty: 12303.833008
	Iteration 68Q: 3 clusters Score -3925586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3925593.250000 Penalty: 12303.833008
	Iteration 69Q: 3 clusters Score -3925593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3925602.250000 Penalty: 12303.833008
	Iteration 70Q: 3 clusters Score -3925602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3925611.250000 Penalty: 12303.833008
	Iteration 71Q: 3 clusters Score -3925611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3925615.500000 Penalty: 12303.833008
	Iteration 72Q: 3 clusters Score -3925616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3925618.000000 Penalty: 12303.833008
	Iteration 73Q: 3 clusters Score -3925618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3925613.750000 Penalty: 12303.833008
	Iteration 74Q: 3 clusters Score -3925614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3925619.250000 Penalty: 12303.833008
	Iteration 75Q: 3 clusters Score -3925619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3925618.500000 Penalty: 12303.833008
	Iteration 76Q: 3 clusters Score -3925618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3925618.000000 Penalty: 12303.833008
	Iteration 77Q: 3 clusters Score -3925618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3925624.500000 Penalty: 12303.833008
	Iteration 78Q: 3 clusters Score -3925624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3925624.250000 Penalty: 12303.833008
	Iteration 79Q: 3 clusters Score -3925624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3925628.000000 Penalty: 12303.833008
	Iteration 80F: 3 clusters Score -3925628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3925618.000000 Penalty: 12303.833008
	Iteration 81Q: 3 clusters Score -3925618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3925624.000000 Penalty: 12303.833008
	Iteration 82Q: 3 clusters Score -3925624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3925620.000000 Penalty: 12303.833008
	Iteration 83Q: 3 clusters Score -3925620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3925625.000000 Penalty: 12303.833008
	Iteration 84Q: 3 clusters Score -3925625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3925627.250000 Penalty: 12303.833008
	Iteration 85Q: 3 clusters Score -3925627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3925629.250000 Penalty: 12303.833008
	Iteration 86Q: 3 clusters Score -3925629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3925624.000000 Penalty: 12303.833008
	Iteration 87Q: 3 clusters Score -3925624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3925629.000000 Penalty: 12303.833008
	Iteration 88Q: 3 clusters Score -3925629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3925626.250000 Penalty: 12303.833008
	Iteration 89Q: 3 clusters Score -3925626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3925625.500000 Penalty: 12303.833008
	Iteration 90Q: 3 clusters Score -3925626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3925625.500000 Penalty: 12303.833008
	Iteration 91F: 3 clusters Score -3925626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Entering Unmasked Estep 
Score: -6926069.500000 Penalty: 6475.920410
	Iteration 0F: 2 clusters Score -6926070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -6897497.000000 Penalty: 12951.840820
	Iteration 0F: 3 clusters Score -6897497 nChanged 16946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -6906373.500000 Penalty: 12951.840820
	Iteration 1F: 3 clusters Score -6906374 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6907136.500000 Penalty: 12951.840820
	Iteration 2F: 3 clusters Score -6907136 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -6907707.000000 Penalty: 12951.840820
	Iteration 3Q: 3 clusters Score -6907707 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -6908125.500000 Penalty: 12951.840820
	Iteration 4Q: 3 clusters Score -6908126 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -6908486.500000 Penalty: 12951.840820
	Iteration 5Q: 3 clusters Score -6908486 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -6908845.500000 Penalty: 12951.840820
	Iteration 6Q: 3 clusters Score -6908846 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -6909202.000000 Penalty: 12951.840820
	Iteration 7Q: 3 clusters Score -6909202 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -6909544.000000 Penalty: 12951.840820
	Iteration 8Q: 3 clusters Score -6909544 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -6909970.000000 Penalty: 12951.840820
	Iteration 9Q: 3 clusters Score -6909970 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -6910440.000000 Penalty: 12951.840820
	Iteration 10Q: 3 clusters Score -6910440 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -6911016.000000 Penalty: 12951.840820
	Iteration 11Q: 3 clusters Score -6911016 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6911674.000000 Penalty: 12951.840820
	Iteration 12Q: 3 clusters Score -6911674 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -6912481.500000 Penalty: 12951.840820
	Iteration 13Q: 3 clusters Score -6912482 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -6913407.000000 Penalty: 12951.840820
	Iteration 14Q: 3 clusters Score -6913407 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -6914287.500000 Penalty: 12951.840820
	Iteration 15Q: 3 clusters Score -6914288 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6915180.500000 Penalty: 12951.840820
	Iteration 16Q: 3 clusters Score -6915180 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6915962.500000 Penalty: 12951.840820
	Iteration 17Q: 3 clusters Score -6915962 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -6916640.000000 Penalty: 12951.840820
	Iteration 18Q: 3 clusters Score -6916640 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6917203.000000 Penalty: 12951.840820
	Iteration 19Q: 3 clusters Score -6917203 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -6917601.500000 Penalty: 12951.840820
	Iteration 20F: 3 clusters Score -6917602 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6917855.000000 Penalty: 12951.840820
	Iteration 21Q: 3 clusters Score -6917855 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -6918106.000000 Penalty: 12951.840820
	Iteration 22Q: 3 clusters Score -6918106 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -6918264.500000 Penalty: 12951.840820
	Iteration 23Q: 3 clusters Score -6918264 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6918424.000000 Penalty: 12951.840820
	Iteration 24Q: 3 clusters Score -6918424 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6918525.500000 Penalty: 12951.840820
	Iteration 25Q: 3 clusters Score -6918526 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -6918650.000000 Penalty: 12951.840820
	Iteration 26Q: 3 clusters Score -6918650 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6918742.500000 Penalty: 12951.840820
	Iteration 27Q: 3 clusters Score -6918742 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -6918839.000000 Penalty: 12951.840820
	Iteration 28Q: 3 clusters Score -6918839 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6918895.000000 Penalty: 12951.840820
	Iteration 29Q: 3 clusters Score -6918895 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -6918972.500000 Penalty: 12951.840820
	Iteration 30Q: 3 clusters Score -6918972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -6919036.000000 Penalty: 12951.840820
	Iteration 31Q: 3 clusters Score -6919036 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6919058.000000 Penalty: 12951.840820
	Iteration 32Q: 3 clusters Score -6919058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6919098.000000 Penalty: 12951.840820
	Iteration 33Q: 3 clusters Score -6919098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -6919103.000000 Penalty: 12951.840820
	Iteration 34Q: 3 clusters Score -6919103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6919128.000000 Penalty: 12951.840820
	Iteration 35Q: 3 clusters Score -6919128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -6919149.000000 Penalty: 12951.840820
	Iteration 36Q: 3 clusters Score -6919149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6919172.000000 Penalty: 12951.840820
	Iteration 37Q: 3 clusters Score -6919172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -6919192.000000 Penalty: 12951.840820
	Iteration 38Q: 3 clusters Score -6919192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -6919209.500000 Penalty: 12951.840820
	Iteration 39Q: 3 clusters Score -6919210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -6919220.000000 Penalty: 12951.840820
	Iteration 40F: 3 clusters Score -6919220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6919240.500000 Penalty: 12951.840820
	Iteration 41Q: 3 clusters Score -6919240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -6919271.500000 Penalty: 12951.840820
	Iteration 42Q: 3 clusters Score -6919272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -6919275.000000 Penalty: 12951.840820
	Iteration 43Q: 3 clusters Score -6919275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -6919278.500000 Penalty: 12951.840820
	Iteration 44Q: 3 clusters Score -6919278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6919265.500000 Penalty: 12951.840820
	Iteration 45Q: 3 clusters Score -6919266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6919280.000000 Penalty: 12951.840820
	Iteration 46Q: 3 clusters Score -6919280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -6919287.000000 Penalty: 12951.840820
	Iteration 47Q: 3 clusters Score -6919287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -6919310.500000 Penalty: 12951.840820
	Iteration 48Q: 3 clusters Score -6919310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6919305.000000 Penalty: 12951.840820
	Iteration 49Q: 3 clusters Score -6919305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6919316.500000 Penalty: 12951.840820
	Iteration 50Q: 3 clusters Score -6919316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -6919347.000000 Penalty: 12951.840820
	Iteration 51Q: 3 clusters Score -6919347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6919350.000000 Penalty: 12951.840820
	Iteration 52Q: 3 clusters Score -6919350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6919349.000000 Penalty: 12951.840820
	Iteration 53Q: 3 clusters Score -6919349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -6919354.000000 Penalty: 12951.840820
	Iteration 54Q: 3 clusters Score -6919354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6919361.500000 Penalty: 12951.840820
	Iteration 55Q: 3 clusters Score -6919362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6919366.500000 Penalty: 12951.840820
	Iteration 56Q: 3 clusters Score -6919366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -6919352.000000 Penalty: 12951.840820
	Iteration 57Q: 3 clusters Score -6919352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -6919355.000000 Penalty: 12951.840820
	Iteration 58Q: 3 clusters Score -6919355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6919364.500000 Penalty: 12951.840820
	Iteration 59Q: 3 clusters Score -6919364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6919370.500000 Penalty: 12951.840820
	Iteration 60F: 3 clusters Score -6919370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -6919378.500000 Penalty: 12951.840820
	Iteration 61Q: 3 clusters Score -6919378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -6919379.500000 Penalty: 12951.840820
	Iteration 62Q: 3 clusters Score -6919380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6919413.500000 Penalty: 12951.840820
	Iteration 63Q: 3 clusters Score -6919414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6919409.500000 Penalty: 12951.840820
	Iteration 64Q: 3 clusters Score -6919410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -6919412.000000 Penalty: 12951.840820
	Iteration 65Q: 3 clusters Score -6919412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -6919399.500000 Penalty: 12951.840820
	Iteration 66Q: 3 clusters Score -6919400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -6919420.000000 Penalty: 12951.840820
	Iteration 67Q: 3 clusters Score -6919420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6919414.500000 Penalty: 12951.840820
	Iteration 68Q: 3 clusters Score -6919414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -6919408.000000 Penalty: 12951.840820
	Iteration 69Q: 3 clusters Score -6919408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -6919402.500000 Penalty: 12951.840820
	Iteration 70Q: 3 clusters Score -6919402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -6919411.500000 Penalty: 12951.840820
	Iteration 71Q: 3 clusters Score -6919412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -6919402.000000 Penalty: 12951.840820
	Iteration 72Q: 3 clusters Score -6919402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -6919414.000000 Penalty: 12951.840820
	Iteration 73Q: 3 clusters Score -6919414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -6919426.000000 Penalty: 12951.840820
	Iteration 74Q: 3 clusters Score -6919426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6919435.000000 Penalty: 12951.840820
	Iteration 75Q: 3 clusters Score -6919435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -6919429.000000 Penalty: 12951.840820
	Iteration 76Q: 3 clusters Score -6919429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -6919426.000000 Penalty: 12951.840820
	Iteration 77Q: 3 clusters Score -6919426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -6919425.500000 Penalty: 12951.840820
	Iteration 78Q: 3 clusters Score -6919426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6919431.500000 Penalty: 12951.840820
	Iteration 79Q: 3 clusters Score -6919432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6919429.000000 Penalty: 12951.840820
	Iteration 80F: 3 clusters Score -6919429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -6919425.500000 Penalty: 12951.840820
	Iteration 81Q: 3 clusters Score -6919426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -6919425.500000 Penalty: 12951.840820
	Iteration 82Q: 3 clusters Score -6919426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -6919428.000000 Penalty: 12951.840820
	Iteration 83Q: 3 clusters Score -6919428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -6919433.000000 Penalty: 12951.840820
	Iteration 84Q: 3 clusters Score -6919433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -6919435.000000 Penalty: 12951.840820
	Iteration 85Q: 3 clusters Score -6919435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6919432.000000 Penalty: 12951.840820
	Iteration 86Q: 3 clusters Score -6919432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6919434.500000 Penalty: 12951.840820
	Iteration 87Q: 3 clusters Score -6919434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -6919446.000000 Penalty: 12951.840820
	Iteration 88Q: 3 clusters Score -6919446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -6919440.500000 Penalty: 12951.840820
	Iteration 89Q: 3 clusters Score -6919440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -6919434.000000 Penalty: 12951.840820
	Iteration 90Q: 3 clusters Score -6919434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -6919435.500000 Penalty: 12951.840820
	Iteration 91Q: 3 clusters Score -6919436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -6919431.500000 Penalty: 12951.840820
	Iteration 92Q: 3 clusters Score -6919432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6919439.000000 Penalty: 12951.840820
	Iteration 93Q: 3 clusters Score -6919439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -6919440.500000 Penalty: 12951.840820
	Iteration 94Q: 3 clusters Score -6919440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6919441.500000 Penalty: 12951.840820
	Iteration 95Q: 3 clusters Score -6919442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6919441.500000 Penalty: 12951.840820
	Iteration 96F: 3 clusters Score -6919442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Entering Unmasked Estep 
Score: -3112580.000000 Penalty: 6013.682129
	Iteration 0F: 2 clusters Score -3112580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3097088.750000 Penalty: 12027.364258
	Iteration 0F: 3 clusters Score -3097089 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3101000.250000 Penalty: 12027.364258
	Iteration 1F: 3 clusters Score -3101000 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3101729.500000 Penalty: 12027.364258
	Iteration 2F: 3 clusters Score -3101730 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3102299.750000 Penalty: 12027.364258
	Iteration 3F: 3 clusters Score -3102300 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3102800.000000 Penalty: 12027.364258
	Iteration 4Q: 3 clusters Score -3102800 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3103235.250000 Penalty: 12027.364258
	Iteration 5Q: 3 clusters Score -3103235 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3103687.000000 Penalty: 12027.364258
	Iteration 6Q: 3 clusters Score -3103687 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3104164.250000 Penalty: 12027.364258
	Iteration 7Q: 3 clusters Score -3104164 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3104716.750000 Penalty: 12027.364258
	Iteration 8Q: 3 clusters Score -3104717 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3105329.250000 Penalty: 12027.364258
	Iteration 9Q: 3 clusters Score -3105329 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3105963.000000 Penalty: 12027.364258
	Iteration 10Q: 3 clusters Score -3105963 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3106510.750000 Penalty: 12027.364258
	Iteration 11Q: 3 clusters Score -3106511 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3107005.750000 Penalty: 12027.364258
	Iteration 12Q: 3 clusters Score -3107006 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3107411.000000 Penalty: 12027.364258
	Iteration 13Q: 3 clusters Score -3107411 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3107717.000000 Penalty: 12027.364258
	Iteration 14Q: 3 clusters Score -3107717 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3107975.750000 Penalty: 12027.364258
	Iteration 15Q: 3 clusters Score -3107976 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3108178.750000 Penalty: 12027.364258
	Iteration 16Q: 3 clusters Score -3108179 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3108333.000000 Penalty: 12027.364258
	Iteration 17Q: 3 clusters Score -3108333 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3108458.750000 Penalty: 12027.364258
	Iteration 18Q: 3 clusters Score -3108459 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3108535.500000 Penalty: 12027.364258
	Iteration 19Q: 3 clusters Score -3108536 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3108602.750000 Penalty: 12027.364258
	Iteration 20F: 3 clusters Score -3108603 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3108679.000000 Penalty: 12027.364258
	Iteration 21Q: 3 clusters Score -3108679 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3108733.750000 Penalty: 12027.364258
	Iteration 22Q: 3 clusters Score -3108734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3108788.500000 Penalty: 12027.364258
	Iteration 23Q: 3 clusters Score -3108788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3108838.750000 Penalty: 12027.364258
	Iteration 24Q: 3 clusters Score -3108839 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3108908.750000 Penalty: 12027.364258
	Iteration 25Q: 3 clusters Score -3108909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3108962.250000 Penalty: 12027.364258
	Iteration 26Q: 3 clusters Score -3108962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3109009.500000 Penalty: 12027.364258
	Iteration 27Q: 3 clusters Score -3109010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3109045.500000 Penalty: 12027.364258
	Iteration 28Q: 3 clusters Score -3109046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3109089.750000 Penalty: 12027.364258
	Iteration 29Q: 3 clusters Score -3109090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3109136.500000 Penalty: 12027.364258
	Iteration 30Q: 3 clusters Score -3109136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3109178.250000 Penalty: 12027.364258
	Iteration 31Q: 3 clusters Score -3109178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3109226.250000 Penalty: 12027.364258
	Iteration 32Q: 3 clusters Score -3109226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3109262.000000 Penalty: 12027.364258
	Iteration 33Q: 3 clusters Score -3109262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3109296.250000 Penalty: 12027.364258
	Iteration 34Q: 3 clusters Score -3109296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3109316.750000 Penalty: 12027.364258
	Iteration 35Q: 3 clusters Score -3109317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3109338.250000 Penalty: 12027.364258
	Iteration 36Q: 3 clusters Score -3109338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3109367.000000 Penalty: 12027.364258
	Iteration 37Q: 3 clusters Score -3109367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3109380.500000 Penalty: 12027.364258
	Iteration 38Q: 3 clusters Score -3109380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3109393.500000 Penalty: 12027.364258
	Iteration 39Q: 3 clusters Score -3109394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3109401.500000 Penalty: 12027.364258
	Iteration 40F: 3 clusters Score -3109402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3109405.750000 Penalty: 12027.364258
	Iteration 41Q: 3 clusters Score -3109406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3109417.750000 Penalty: 12027.364258
	Iteration 42Q: 3 clusters Score -3109418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3109427.250000 Penalty: 12027.364258
	Iteration 43Q: 3 clusters Score -3109427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3109429.000000 Penalty: 12027.364258
	Iteration 44Q: 3 clusters Score -3109429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3109432.750000 Penalty: 12027.364258
	Iteration 45Q: 3 clusters Score -3109433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3109438.500000 Penalty: 12027.364258
	Iteration 46Q: 3 clusters Score -3109438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3109440.750000 Penalty: 12027.364258
	Iteration 47Q: 3 clusters Score -3109441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3109436.500000 Penalty: 12027.364258
	Iteration 48Q: 3 clusters Score -3109436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3109440.250000 Penalty: 12027.364258
	Iteration 49Q: 3 clusters Score -3109440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3109440.250000 Penalty: 12027.364258
	Iteration 50F: 3 clusters Score -3109440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Entering Unmasked Estep 
Score: -2723770.000000 Penalty: 5920.147949
	Iteration 0F: 2 clusters Score -2723770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2710047.250000 Penalty: 11840.295898
	Iteration 0F: 3 clusters Score -2710047 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2713348.500000 Penalty: 11840.295898
	Iteration 1F: 3 clusters Score -2713348 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2713943.500000 Penalty: 11840.295898
	Iteration 2F: 3 clusters Score -2713944 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2714348.750000 Penalty: 11840.295898
	Iteration 3F: 3 clusters Score -2714349 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2714638.250000 Penalty: 11840.295898
	Iteration 4Q: 3 clusters Score -2714638 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2714835.750000 Penalty: 11840.295898
	Iteration 5Q: 3 clusters Score -2714836 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2714978.750000 Penalty: 11840.295898
	Iteration 6Q: 3 clusters Score -2714979 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2715095.250000 Penalty: 11840.295898
	Iteration 7Q: 3 clusters Score -2715095 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2715180.000000 Penalty: 11840.295898
	Iteration 8Q: 3 clusters Score -2715180 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2715265.000000 Penalty: 11840.295898
	Iteration 9Q: 3 clusters Score -2715265 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2715318.750000 Penalty: 11840.295898
	Iteration 10Q: 3 clusters Score -2715319 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2715373.500000 Penalty: 11840.295898
	Iteration 11Q: 3 clusters Score -2715374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2715420.250000 Penalty: 11840.295898
	Iteration 12Q: 3 clusters Score -2715420 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2715471.250000 Penalty: 11840.295898
	Iteration 13Q: 3 clusters Score -2715471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2715499.000000 Penalty: 11840.295898
	Iteration 14Q: 3 clusters Score -2715499 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2715514.250000 Penalty: 11840.295898
	Iteration 15Q: 3 clusters Score -2715514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2715535.500000 Penalty: 11840.295898
	Iteration 16Q: 3 clusters Score -2715536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2715572.000000 Penalty: 11840.295898
	Iteration 17Q: 3 clusters Score -2715572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2715610.750000 Penalty: 11840.295898
	Iteration 18Q: 3 clusters Score -2715611 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2715643.000000 Penalty: 11840.295898
	Iteration 19Q: 3 clusters Score -2715643 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2715669.500000 Penalty: 11840.295898
	Iteration 20F: 3 clusters Score -2715670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2715714.000000 Penalty: 11840.295898
	Iteration 21Q: 3 clusters Score -2715714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2715742.250000 Penalty: 11840.295898
	Iteration 22Q: 3 clusters Score -2715742 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2715780.000000 Penalty: 11840.295898
	Iteration 23Q: 3 clusters Score -2715780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2715802.750000 Penalty: 11840.295898
	Iteration 24Q: 3 clusters Score -2715803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2715835.500000 Penalty: 11840.295898
	Iteration 25Q: 3 clusters Score -2715836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2715875.250000 Penalty: 11840.295898
	Iteration 26Q: 3 clusters Score -2715875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2715915.750000 Penalty: 11840.295898
	Iteration 27Q: 3 clusters Score -2715916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2715955.000000 Penalty: 11840.295898
	Iteration 28Q: 3 clusters Score -2715955 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2715996.500000 Penalty: 11840.295898
	Iteration 29Q: 3 clusters Score -2715996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2716054.500000 Penalty: 11840.295898
	Iteration 30Q: 3 clusters Score -2716054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2716105.500000 Penalty: 11840.295898
	Iteration 31Q: 3 clusters Score -2716106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2716161.500000 Penalty: 11840.295898
	Iteration 32Q: 3 clusters Score -2716162 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2716220.000000 Penalty: 11840.295898
	Iteration 33Q: 3 clusters Score -2716220 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2716282.500000 Penalty: 11840.295898
	Iteration 34Q: 3 clusters Score -2716282 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2716350.250000 Penalty: 11840.295898
	Iteration 35Q: 3 clusters Score -2716350 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2716417.250000 Penalty: 11840.295898
	Iteration 36Q: 3 clusters Score -2716417 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2716487.250000 Penalty: 11840.295898
	Iteration 37Q: 3 clusters Score -2716487 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2716565.000000 Penalty: 11840.295898
	Iteration 38Q: 3 clusters Score -2716565 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2716668.750000 Penalty: 11840.295898
	Iteration 39Q: 3 clusters Score -2716669 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2716761.500000 Penalty: 11840.295898
	Iteration 40F: 3 clusters Score -2716762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2716883.250000 Penalty: 11840.295898
	Iteration 41Q: 3 clusters Score -2716883 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2717007.000000 Penalty: 11840.295898
	Iteration 42Q: 3 clusters Score -2717007 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2717136.250000 Penalty: 11840.295898
	Iteration 43Q: 3 clusters Score -2717136 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2717277.500000 Penalty: 11840.295898
	Iteration 44Q: 3 clusters Score -2717278 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2717444.250000 Penalty: 11840.295898
	Iteration 45Q: 3 clusters Score -2717444 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2717606.250000 Penalty: 11840.295898
	Iteration 46Q: 3 clusters Score -2717606 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2717777.750000 Penalty: 11840.295898
	Iteration 47Q: 3 clusters Score -2717778 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2717919.500000 Penalty: 11840.295898
	Iteration 48Q: 3 clusters Score -2717920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2718030.000000 Penalty: 11840.295898
	Iteration 49Q: 3 clusters Score -2718030 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2718141.000000 Penalty: 11840.295898
	Iteration 50Q: 3 clusters Score -2718141 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2718215.750000 Penalty: 11840.295898
	Iteration 51Q: 3 clusters Score -2718216 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2718286.750000 Penalty: 11840.295898
	Iteration 52Q: 3 clusters Score -2718287 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2718360.000000 Penalty: 11840.295898
	Iteration 53Q: 3 clusters Score -2718360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2718420.000000 Penalty: 11840.295898
	Iteration 54Q: 3 clusters Score -2718420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2718473.500000 Penalty: 11840.295898
	Iteration 55Q: 3 clusters Score -2718474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2718512.000000 Penalty: 11840.295898
	Iteration 56Q: 3 clusters Score -2718512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2718548.250000 Penalty: 11840.295898
	Iteration 57Q: 3 clusters Score -2718548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2718580.000000 Penalty: 11840.295898
	Iteration 58Q: 3 clusters Score -2718580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2718601.000000 Penalty: 11840.295898
	Iteration 59Q: 3 clusters Score -2718601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2718618.000000 Penalty: 11840.295898
	Iteration 60F: 3 clusters Score -2718618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2718638.750000 Penalty: 11840.295898
	Iteration 61Q: 3 clusters Score -2718639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2718666.000000 Penalty: 11840.295898
	Iteration 62Q: 3 clusters Score -2718666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2718685.000000 Penalty: 11840.295898
	Iteration 63Q: 3 clusters Score -2718685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2718694.250000 Penalty: 11840.295898
	Iteration 64Q: 3 clusters Score -2718694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2718714.500000 Penalty: 11840.295898
	Iteration 65Q: 3 clusters Score -2718714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2718731.750000 Penalty: 11840.295898
	Iteration 66Q: 3 clusters Score -2718732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2718750.750000 Penalty: 11840.295898
	Iteration 67Q: 3 clusters Score -2718751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2718765.500000 Penalty: 11840.295898
	Iteration 68Q: 3 clusters Score -2718766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2718779.000000 Penalty: 11840.295898
	Iteration 69Q: 3 clusters Score -2718779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2718788.000000 Penalty: 11840.295898
	Iteration 70Q: 3 clusters Score -2718788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2718799.000000 Penalty: 11840.295898
	Iteration 71Q: 3 clusters Score -2718799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2718806.000000 Penalty: 11840.295898
	Iteration 72Q: 3 clusters Score -2718806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2718807.750000 Penalty: 11840.295898
	Iteration 73Q: 3 clusters Score -2718808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2718815.000000 Penalty: 11840.295898
	Iteration 74Q: 3 clusters Score -2718815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2718829.500000 Penalty: 11840.295898
	Iteration 75Q: 3 clusters Score -2718830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2718836.750000 Penalty: 11840.295898
	Iteration 76Q: 3 clusters Score -2718837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2718843.750000 Penalty: 11840.295898
	Iteration 77Q: 3 clusters Score -2718844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2718850.750000 Penalty: 11840.295898
	Iteration 78Q: 3 clusters Score -2718851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2718859.000000 Penalty: 11840.295898
	Iteration 79Q: 3 clusters Score -2718859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2718874.750000 Penalty: 11840.295898
	Iteration 80F: 3 clusters Score -2718875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2718884.750000 Penalty: 11840.295898
	Iteration 81Q: 3 clusters Score -2718885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2718895.500000 Penalty: 11840.295898
	Iteration 82Q: 3 clusters Score -2718896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2718909.500000 Penalty: 11840.295898
	Iteration 83Q: 3 clusters Score -2718910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2718909.750000 Penalty: 11840.295898
	Iteration 84Q: 3 clusters Score -2718910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2718910.250000 Penalty: 11840.295898
	Iteration 85Q: 3 clusters Score -2718910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2718912.750000 Penalty: 11840.295898
	Iteration 86Q: 3 clusters Score -2718913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2718918.750000 Penalty: 11840.295898
	Iteration 87Q: 3 clusters Score -2718919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2718918.250000 Penalty: 11840.295898
	Iteration 88Q: 3 clusters Score -2718918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2718915.250000 Penalty: 11840.295898
	Iteration 89Q: 3 clusters Score -2718915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2718924.000000 Penalty: 11840.295898
	Iteration 90Q: 3 clusters Score -2718924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2718930.000000 Penalty: 11840.295898
	Iteration 91Q: 3 clusters Score -2718930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2718937.750000 Penalty: 11840.295898
	Iteration 92Q: 3 clusters Score -2718938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2718936.500000 Penalty: 11840.295898
	Iteration 93Q: 3 clusters Score -2718936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2718940.750000 Penalty: 11840.295898
	Iteration 94Q: 3 clusters Score -2718941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2718945.750000 Penalty: 11840.295898
	Iteration 95Q: 3 clusters Score -2718946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2718964.500000 Penalty: 11840.295898
	Iteration 96Q: 3 clusters Score -2718964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2718973.750000 Penalty: 11840.295898
	Iteration 97Q: 3 clusters Score -2718974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2718974.750000 Penalty: 11840.295898
	Iteration 98Q: 3 clusters Score -2718975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2718982.250000 Penalty: 11840.295898
	Iteration 99Q: 3 clusters Score -2718982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2718992.750000 Penalty: 11840.295898
	Iteration 100F: 3 clusters Score -2718993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2719005.250000 Penalty: 11840.295898
	Iteration 101Q: 3 clusters Score -2719005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2719020.000000 Penalty: 11840.295898
	Iteration 102Q: 3 clusters Score -2719020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2719037.500000 Penalty: 11840.295898
	Iteration 103Q: 3 clusters Score -2719038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2719052.750000 Penalty: 11840.295898
	Iteration 104Q: 3 clusters Score -2719053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2719068.500000 Penalty: 11840.295898
	Iteration 105Q: 3 clusters Score -2719068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2719086.250000 Penalty: 11840.295898
	Iteration 106Q: 3 clusters Score -2719086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2719107.500000 Penalty: 11840.295898
	Iteration 107Q: 3 clusters Score -2719108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2719111.750000 Penalty: 11840.295898
	Iteration 108Q: 3 clusters Score -2719112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2719124.250000 Penalty: 11840.295898
	Iteration 109Q: 3 clusters Score -2719124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2719134.000000 Penalty: 11840.295898
	Iteration 110Q: 3 clusters Score -2719134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2719145.500000 Penalty: 11840.295898
	Iteration 111Q: 3 clusters Score -2719146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2719153.750000 Penalty: 11840.295898
	Iteration 112Q: 3 clusters Score -2719154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2719170.250000 Penalty: 11840.295898
	Iteration 113Q: 3 clusters Score -2719170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2719183.500000 Penalty: 11840.295898
	Iteration 114Q: 3 clusters Score -2719184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2719200.750000 Penalty: 11840.295898
	Iteration 115Q: 3 clusters Score -2719201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2719204.500000 Penalty: 11840.295898
	Iteration 116Q: 3 clusters Score -2719204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2719213.000000 Penalty: 11840.295898
	Iteration 117Q: 3 clusters Score -2719213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2719211.250000 Penalty: 11840.295898
	Iteration 118Q: 3 clusters Score -2719211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2719211.250000 Penalty: 11840.295898
	Iteration 119F: 3 clusters Score -2719211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Entering Unmasked Estep 
Score: -11417328.000000 Penalty: 6768.699219
	Iteration 0F: 2 clusters Score -1.141733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -11373282.000000 Penalty: 13537.398438
	Iteration 0F: 3 clusters Score -1.137328e+07 nChanged 28115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -11388146.000000 Penalty: 13537.398438
	Iteration 1F: 3 clusters Score -1.138815e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -11388991.000000 Penalty: 13537.398438
	Iteration 2Q: 3 clusters Score -1.138899e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -11389641.000000 Penalty: 13537.398438
	Iteration 3Q: 3 clusters Score -1.138964e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -11390123.000000 Penalty: 13537.398438
	Iteration 4Q: 3 clusters Score -1.139012e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -11390528.000000 Penalty: 13537.398438
	Iteration 5Q: 3 clusters Score -1.139053e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -11390821.000000 Penalty: 13537.398438
	Iteration 6Q: 3 clusters Score -1.139082e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -11391098.000000 Penalty: 13537.398438
	Iteration 7Q: 3 clusters Score -1.13911e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -11391323.000000 Penalty: 13537.398438
	Iteration 8Q: 3 clusters Score -1.139132e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -11391695.000000 Penalty: 13537.398438
	Iteration 9Q: 3 clusters Score -1.13917e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -11391859.000000 Penalty: 13537.398438
	Iteration 10Q: 3 clusters Score -1.139186e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -11392149.000000 Penalty: 13537.398438
	Iteration 11Q: 3 clusters Score -1.139215e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -11392441.000000 Penalty: 13537.398438
	Iteration 12Q: 3 clusters Score -1.139244e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -11392733.000000 Penalty: 13537.398438
	Iteration 13Q: 3 clusters Score -1.139273e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -11393077.000000 Penalty: 13537.398438
	Iteration 14Q: 3 clusters Score -1.139308e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -11393407.000000 Penalty: 13537.398438
	Iteration 15Q: 3 clusters Score -1.139341e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -11393793.000000 Penalty: 13537.398438
	Iteration 16Q: 3 clusters Score -1.139379e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -11394428.000000 Penalty: 13537.398438
	Iteration 17Q: 3 clusters Score -1.139443e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -11395121.000000 Penalty: 13537.398438
	Iteration 18Q: 3 clusters Score -1.139512e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -11395912.000000 Penalty: 13537.398438
	Iteration 19Q: 3 clusters Score -1.139591e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -11396809.000000 Penalty: 13537.398438
	Iteration 20F: 3 clusters Score -1.139681e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -11397912.000000 Penalty: 13537.398438
	Iteration 21Q: 3 clusters Score -1.139791e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -11399120.000000 Penalty: 13537.398438
	Iteration 22Q: 3 clusters Score -1.139912e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -11400473.000000 Penalty: 13537.398438
	Iteration 23Q: 3 clusters Score -1.140047e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -11401806.000000 Penalty: 13537.398438
	Iteration 24Q: 3 clusters Score -1.140181e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -11403062.000000 Penalty: 13537.398438
	Iteration 25Q: 3 clusters Score -1.140306e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -11404352.000000 Penalty: 13537.398438
	Iteration 26Q: 3 clusters Score -1.140435e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -11405497.000000 Penalty: 13537.398438
	Iteration 27Q: 3 clusters Score -1.14055e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -11406535.000000 Penalty: 13537.398438
	Iteration 28Q: 3 clusters Score -1.140654e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -11407502.000000 Penalty: 13537.398438
	Iteration 29Q: 3 clusters Score -1.14075e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -11408331.000000 Penalty: 13537.398438
	Iteration 30Q: 3 clusters Score -1.140833e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -11409076.000000 Penalty: 13537.398438
	Iteration 31Q: 3 clusters Score -1.140908e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -11409689.000000 Penalty: 13537.398438
	Iteration 32Q: 3 clusters Score -1.140969e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -11410140.000000 Penalty: 13537.398438
	Iteration 33Q: 3 clusters Score -1.141014e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -11410423.000000 Penalty: 13537.398438
	Iteration 34Q: 3 clusters Score -1.141042e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11410663.000000 Penalty: 13537.398438
	Iteration 35Q: 3 clusters Score -1.141066e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -11410849.000000 Penalty: 13537.398438
	Iteration 36Q: 3 clusters Score -1.141085e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -11410992.000000 Penalty: 13537.398438
	Iteration 37Q: 3 clusters Score -1.141099e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11411121.000000 Penalty: 13537.398438
	Iteration 38Q: 3 clusters Score -1.141112e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -11411191.000000 Penalty: 13537.398438
	Iteration 39Q: 3 clusters Score -1.141119e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -11411258.000000 Penalty: 13537.398438
	Iteration 40F: 3 clusters Score -1.141126e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11411304.000000 Penalty: 13537.398438
	Iteration 41Q: 3 clusters Score -1.14113e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11411378.000000 Penalty: 13537.398438
	Iteration 42Q: 3 clusters Score -1.141138e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11411423.000000 Penalty: 13537.398438
	Iteration 43Q: 3 clusters Score -1.141142e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11411477.000000 Penalty: 13537.398438
	Iteration 44Q: 3 clusters Score -1.141148e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11411483.000000 Penalty: 13537.398438
	Iteration 45Q: 3 clusters Score -1.141148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -11411492.000000 Penalty: 13537.398438
	Iteration 46Q: 3 clusters Score -1.141149e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11411510.000000 Penalty: 13537.398438
	Iteration 47Q: 3 clusters Score -1.141151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -11411502.000000 Penalty: 13537.398438
	Iteration 48Q: 3 clusters Score -1.14115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11411531.000000 Penalty: 13537.398438
	Iteration 49Q: 3 clusters Score -1.141153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11411538.000000 Penalty: 13537.398438
	Iteration 50Q: 3 clusters Score -1.141154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11411536.000000 Penalty: 13537.398438
	Iteration 51Q: 3 clusters Score -1.141154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11411551.000000 Penalty: 13537.398438
	Iteration 52Q: 3 clusters Score -1.141155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11411558.000000 Penalty: 13537.398438
	Iteration 53Q: 3 clusters Score -1.141156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11411569.000000 Penalty: 13537.398438
	Iteration 54Q: 3 clusters Score -1.141157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11411585.000000 Penalty: 13537.398438
	Iteration 55Q: 3 clusters Score -1.141158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11411588.000000 Penalty: 13537.398438
	Iteration 56Q: 3 clusters Score -1.141159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11411583.000000 Penalty: 13537.398438
	Iteration 57Q: 3 clusters Score -1.141158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11411582.000000 Penalty: 13537.398438
	Iteration 58Q: 3 clusters Score -1.141158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11411577.000000 Penalty: 13537.398438
	Iteration 59Q: 3 clusters Score -1.141158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11411579.000000 Penalty: 13537.398438
	Iteration 60F: 3 clusters Score -1.141158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Entering Unmasked Estep 
Score: -2055819.750000 Penalty: 5724.162109
	Iteration 0F: 2 clusters Score -2055820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2044700.000000 Penalty: 11448.324219
	Iteration 0F: 3 clusters Score -2044700 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2047225.250000 Penalty: 11448.324219
	Iteration 1F: 3 clusters Score -2047225 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2047893.750000 Penalty: 11448.324219
	Iteration 2F: 3 clusters Score -2047894 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2048338.375000 Penalty: 11448.324219
	Iteration 3F: 3 clusters Score -2048338 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2048656.250000 Penalty: 11448.324219
	Iteration 4Q: 3 clusters Score -2048656 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2048874.750000 Penalty: 11448.324219
	Iteration 5Q: 3 clusters Score -2048875 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2049050.750000 Penalty: 11448.324219
	Iteration 6Q: 3 clusters Score -2049051 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2049215.125000 Penalty: 11448.324219
	Iteration 7Q: 3 clusters Score -2049215 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2049350.500000 Penalty: 11448.324219
	Iteration 8Q: 3 clusters Score -2049350 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2049496.875000 Penalty: 11448.324219
	Iteration 9Q: 3 clusters Score -2049497 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2049644.375000 Penalty: 11448.324219
	Iteration 10Q: 3 clusters Score -2049644 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2049797.375000 Penalty: 11448.324219
	Iteration 11Q: 3 clusters Score -2049797 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2049953.500000 Penalty: 11448.324219
	Iteration 12Q: 3 clusters Score -2049954 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2050086.125000 Penalty: 11448.324219
	Iteration 13Q: 3 clusters Score -2050086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2050207.125000 Penalty: 11448.324219
	Iteration 14Q: 3 clusters Score -2050207 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2050310.375000 Penalty: 11448.324219
	Iteration 15Q: 3 clusters Score -2050310 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2050394.625000 Penalty: 11448.324219
	Iteration 16Q: 3 clusters Score -2050395 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2050460.500000 Penalty: 11448.324219
	Iteration 17Q: 3 clusters Score -2050460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2050523.250000 Penalty: 11448.324219
	Iteration 18Q: 3 clusters Score -2050523 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2050578.125000 Penalty: 11448.324219
	Iteration 19Q: 3 clusters Score -2050578 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2050635.000000 Penalty: 11448.324219
	Iteration 20F: 3 clusters Score -2050635 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2050682.625000 Penalty: 11448.324219
	Iteration 21Q: 3 clusters Score -2050683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2050726.750000 Penalty: 11448.324219
	Iteration 22Q: 3 clusters Score -2050727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2050768.500000 Penalty: 11448.324219
	Iteration 23Q: 3 clusters Score -2050768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2050802.125000 Penalty: 11448.324219
	Iteration 24Q: 3 clusters Score -2050802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2050839.000000 Penalty: 11448.324219
	Iteration 25Q: 3 clusters Score -2050839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2050870.625000 Penalty: 11448.324219
	Iteration 26Q: 3 clusters Score -2050871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2050900.875000 Penalty: 11448.324219
	Iteration 27Q: 3 clusters Score -2050901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2050914.625000 Penalty: 11448.324219
	Iteration 28Q: 3 clusters Score -2050915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2050935.125000 Penalty: 11448.324219
	Iteration 29Q: 3 clusters Score -2050935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2050949.125000 Penalty: 11448.324219
	Iteration 30Q: 3 clusters Score -2050949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2050968.125000 Penalty: 11448.324219
	Iteration 31Q: 3 clusters Score -2050968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2050977.375000 Penalty: 11448.324219
	Iteration 32Q: 3 clusters Score -2050977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2050988.125000 Penalty: 11448.324219
	Iteration 33Q: 3 clusters Score -2050988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2051000.500000 Penalty: 11448.324219
	Iteration 34Q: 3 clusters Score -2051000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2051009.250000 Penalty: 11448.324219
	Iteration 35Q: 3 clusters Score -2051009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2051013.125000 Penalty: 11448.324219
	Iteration 36Q: 3 clusters Score -2051013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2051024.375000 Penalty: 11448.324219
	Iteration 37Q: 3 clusters Score -2051024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2051028.250000 Penalty: 11448.324219
	Iteration 38Q: 3 clusters Score -2051028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2051040.125000 Penalty: 11448.324219
	Iteration 39Q: 3 clusters Score -2051040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2051048.375000 Penalty: 11448.324219
	Iteration 40F: 3 clusters Score -2051048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2051046.875000 Penalty: 11448.324219
	Iteration 41Q: 3 clusters Score -2051047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2051045.500000 Penalty: 11448.324219
	Iteration 42Q: 3 clusters Score -2051046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2051052.375000 Penalty: 11448.324219
	Iteration 43Q: 3 clusters Score -2051052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2051054.375000 Penalty: 11448.324219
	Iteration 44Q: 3 clusters Score -2051054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2051056.000000 Penalty: 11448.324219
	Iteration 45Q: 3 clusters Score -2051056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2051058.000000 Penalty: 11448.324219
	Iteration 46Q: 3 clusters Score -2051058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2051059.750000 Penalty: 11448.324219
	Iteration 47Q: 3 clusters Score -2051060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2051059.750000 Penalty: 11448.324219
	Iteration 48F: 3 clusters Score -2051060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Entering Unmasked Estep 
Score: -4068274.000000 Penalty: 6143.718262
	Iteration 0F: 2 clusters Score -4068274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4050045.750000 Penalty: 12287.436523
	Iteration 0F: 3 clusters Score -4050046 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4055098.750000 Penalty: 12287.436523
	Iteration 1F: 3 clusters Score -4055099 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4056025.750000 Penalty: 12287.436523
	Iteration 2F: 3 clusters Score -4056026 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4056731.750000 Penalty: 12287.436523
	Iteration 3F: 3 clusters Score -4056732 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4057242.000000 Penalty: 12287.436523
	Iteration 4Q: 3 clusters Score -4057242 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4057706.000000 Penalty: 12287.436523
	Iteration 5Q: 3 clusters Score -4057706 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4058100.000000 Penalty: 12287.436523
	Iteration 6Q: 3 clusters Score -4058100 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -4058443.250000 Penalty: 12287.436523
	Iteration 7Q: 3 clusters Score -4058443 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4058776.750000 Penalty: 12287.436523
	Iteration 8Q: 3 clusters Score -4058777 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4059159.500000 Penalty: 12287.436523
	Iteration 9Q: 3 clusters Score -4059160 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4059562.500000 Penalty: 12287.436523
	Iteration 10Q: 3 clusters Score -4059562 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4060001.500000 Penalty: 12287.436523
	Iteration 11Q: 3 clusters Score -4060002 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4060508.750000 Penalty: 12287.436523
	Iteration 12Q: 3 clusters Score -4060509 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4060945.500000 Penalty: 12287.436523
	Iteration 13Q: 3 clusters Score -4060946 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4061444.250000 Penalty: 12287.436523
	Iteration 14Q: 3 clusters Score -4061444 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4061941.500000 Penalty: 12287.436523
	Iteration 15Q: 3 clusters Score -4061942 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4062414.000000 Penalty: 12287.436523
	Iteration 16Q: 3 clusters Score -4062414 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4062810.500000 Penalty: 12287.436523
	Iteration 17Q: 3 clusters Score -4062810 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4063122.750000 Penalty: 12287.436523
	Iteration 18Q: 3 clusters Score -4063123 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4063334.500000 Penalty: 12287.436523
	Iteration 19Q: 3 clusters Score -4063334 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4063519.250000 Penalty: 12287.436523
	Iteration 20F: 3 clusters Score -4063519 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4063676.250000 Penalty: 12287.436523
	Iteration 21Q: 3 clusters Score -4063676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4063788.750000 Penalty: 12287.436523
	Iteration 22Q: 3 clusters Score -4063789 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4063891.250000 Penalty: 12287.436523
	Iteration 23Q: 3 clusters Score -4063891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4063959.250000 Penalty: 12287.436523
	Iteration 24Q: 3 clusters Score -4063959 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4064013.750000 Penalty: 12287.436523
	Iteration 25Q: 3 clusters Score -4064014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4064043.500000 Penalty: 12287.436523
	Iteration 26Q: 3 clusters Score -4064044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4064071.250000 Penalty: 12287.436523
	Iteration 27Q: 3 clusters Score -4064071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4064088.500000 Penalty: 12287.436523
	Iteration 28Q: 3 clusters Score -4064088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4064100.500000 Penalty: 12287.436523
	Iteration 29Q: 3 clusters Score -4064100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4064105.500000 Penalty: 12287.436523
	Iteration 30Q: 3 clusters Score -4064106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4064111.750000 Penalty: 12287.436523
	Iteration 31Q: 3 clusters Score -4064112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4064111.250000 Penalty: 12287.436523
	Iteration 32Q: 3 clusters Score -4064111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4064109.000000 Penalty: 12287.436523
	Iteration 33Q: 3 clusters Score -4064109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4064112.750000 Penalty: 12287.436523
	Iteration 34Q: 3 clusters Score -4064113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4064120.250000 Penalty: 12287.436523
	Iteration 35Q: 3 clusters Score -4064120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4064119.750000 Penalty: 12287.436523
	Iteration 36Q: 3 clusters Score -4064120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4064124.750000 Penalty: 12287.436523
	Iteration 37Q: 3 clusters Score -4064125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4064118.500000 Penalty: 12287.436523
	Iteration 38Q: 3 clusters Score -4064118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4064125.750000 Penalty: 12287.436523
	Iteration 39Q: 3 clusters Score -4064126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4064129.500000 Penalty: 12287.436523
	Iteration 40F: 3 clusters Score -4064130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4064132.000000 Penalty: 12287.436523
	Iteration 41Q: 3 clusters Score -4064132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4064134.500000 Penalty: 12287.436523
	Iteration 42Q: 3 clusters Score -4064134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4064138.750000 Penalty: 12287.436523
	Iteration 43Q: 3 clusters Score -4064139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4064142.000000 Penalty: 12287.436523
	Iteration 44Q: 3 clusters Score -4064142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4064140.750000 Penalty: 12287.436523
	Iteration 45Q: 3 clusters Score -4064141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4064141.250000 Penalty: 12287.436523
	Iteration 46Q: 3 clusters Score -4064141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4064148.750000 Penalty: 12287.436523
	Iteration 47Q: 3 clusters Score -4064149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4064150.250000 Penalty: 12287.436523
	Iteration 48Q: 3 clusters Score -4064150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4064149.250000 Penalty: 12287.436523
	Iteration 49Q: 3 clusters Score -4064149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4064159.250000 Penalty: 12287.436523
	Iteration 50Q: 3 clusters Score -4064159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4064166.250000 Penalty: 12287.436523
	Iteration 51Q: 3 clusters Score -4064166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4064169.750000 Penalty: 12287.436523
	Iteration 52Q: 3 clusters Score -4064170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4064173.000000 Penalty: 12287.436523
	Iteration 53Q: 3 clusters Score -4064173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4064172.750000 Penalty: 12287.436523
	Iteration 54Q: 3 clusters Score -4064173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4064176.000000 Penalty: 12287.436523
	Iteration 55Q: 3 clusters Score -4064176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4064171.750000 Penalty: 12287.436523
	Iteration 56Q: 3 clusters Score -4064172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4064173.750000 Penalty: 12287.436523
	Iteration 57Q: 3 clusters Score -4064174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4064173.500000 Penalty: 12287.436523
	Iteration 58Q: 3 clusters Score -4064174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4064180.000000 Penalty: 12287.436523
	Iteration 59Q: 3 clusters Score -4064180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4064179.000000 Penalty: 12287.436523
	Iteration 60F: 3 clusters Score -4064179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481460 members 
Entering Unmasked Estep 
Score: -86974832.000000 Penalty: 8014.304199
	Iteration 0F: 2 clusters Score -8.697483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240824 members 
Mstep: Class 2 contains 240636 members 
Entering Unmasked Estep 
Score: -86676240.000000 Penalty: 16028.608398
	Iteration 0F: 3 clusters Score -8.667624e+07 nChanged 231341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239011 members 
Mstep: Class 2 contains 242449 members 
Entering Unmasked Estep 
Score: -86811648.000000 Penalty: 16028.608398
	Iteration 1F: 3 clusters Score -8.681165e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238150 members 
Mstep: Class 2 contains 243310 members 
Entering Unmasked Estep 
Score: -86813360.000000 Penalty: 16028.608398
	Iteration 2Q: 3 clusters Score -8.681336e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236759 members 
Mstep: Class 2 contains 244701 members 
Entering Unmasked Estep 
Score: -86814880.000000 Penalty: 16028.608398
	Iteration 3Q: 3 clusters Score -8.681488e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234604 members 
Mstep: Class 2 contains 246856 members 
Entering Unmasked Estep 
Score: -86817360.000000 Penalty: 16028.608398
	Iteration 4Q: 3 clusters Score -8.681736e+07 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231124 members 
Mstep: Class 2 contains 250336 members 
Entering Unmasked Estep 
Score: -86819856.000000 Penalty: 16028.608398
	Iteration 5Q: 3 clusters Score -8.681986e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225898 members 
Mstep: Class 2 contains 255562 members 
Entering Unmasked Estep 
Score: -86822816.000000 Penalty: 16028.608398
	Iteration 6Q: 3 clusters Score -8.682282e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218016 members 
Mstep: Class 2 contains 263444 members 
Entering Unmasked Estep 
Score: -86826896.000000 Penalty: 16028.608398
	Iteration 7Q: 3 clusters Score -8.68269e+07 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 274948 members 
Entering Unmasked Estep 
Score: -86832488.000000 Penalty: 16028.608398
	Iteration 8Q: 3 clusters Score -8.683249e+07 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190051 members 
Mstep: Class 2 contains 291409 members 
Entering Unmasked Estep 
Score: -86840968.000000 Penalty: 16028.608398
	Iteration 9Q: 3 clusters Score -8.684097e+07 nChanged 26031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 314176 members 
Entering Unmasked Estep 
Score: -86854432.000000 Penalty: 16028.608398
	Iteration 10F: 3 clusters Score -8.685443e+07 nChanged 31617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 343909 members 
Entering Unmasked Estep 
Score: -86875448.000000 Penalty: 16028.608398
	Iteration 11F: 3 clusters Score -8.687545e+07 nChanged 36352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 379355 members 
Entering Unmasked Estep 
Score: -86902696.000000 Penalty: 16028.608398
	Iteration 12F: 3 clusters Score -8.69027e+07 nChanged 36497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 415466 members 
Entering Unmasked Estep 
Score: -86934408.000000 Penalty: 16028.608398
	Iteration 13F: 3 clusters Score -8.693441e+07 nChanged 29767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 445115 members 
Entering Unmasked Estep 
Score: -86958808.000000 Penalty: 16028.608398
	Iteration 14F: 3 clusters Score -8.695881e+07 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 464096 members 
Entering Unmasked Estep 
Score: -86967992.000000 Penalty: 16028.608398
	Iteration 15Q: 3 clusters Score -8.696799e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 472988 members 
Entering Unmasked Estep 
Score: -86970584.000000 Penalty: 16028.608398
	Iteration 16Q: 3 clusters Score -8.697058e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 476577 members 
Entering Unmasked Estep 
Score: -86970216.000000 Penalty: 16028.608398
	Iteration 17Q: 3 clusters Score -8.697022e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 478010 members 
Entering Unmasked Estep 
Score: -86970600.000000 Penalty: 16028.608398
	Iteration 18Q: 3 clusters Score -8.69706e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 478568 members 
Entering Unmasked Estep 
Score: -86970560.000000 Penalty: 16028.608398
	Iteration 19Q: 3 clusters Score -8.697056e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 478848 members 
Entering Unmasked Estep 
Score: -86970440.000000 Penalty: 16028.608398
	Iteration 20F: 3 clusters Score -8.697044e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 478962 members 
Entering Unmasked Estep 
Score: -86970552.000000 Penalty: 16028.608398
	Iteration 21Q: 3 clusters Score -8.697055e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 479006 members 
Entering Unmasked Estep 
Score: -86970704.000000 Penalty: 16028.608398
	Iteration 22Q: 3 clusters Score -8.69707e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 479031 members 
Entering Unmasked Estep 
Score: -86970696.000000 Penalty: 16028.608398
	Iteration 23Q: 3 clusters Score -8.69707e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 479045 members 
Entering Unmasked Estep 
Score: -86970680.000000 Penalty: 16028.608398
	Iteration 24Q: 3 clusters Score -8.697068e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 479062 members 
Entering Unmasked Estep 
Score: -86970728.000000 Penalty: 16028.608398
	Iteration 25Q: 3 clusters Score -8.697073e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 479068 members 
Entering Unmasked Estep 
Score: -86970728.000000 Penalty: 16028.608398
	Iteration 26Q: 3 clusters Score -8.697073e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 479067 members 
Entering Unmasked Estep 
Score: -86970752.000000 Penalty: 16028.608398
	Iteration 27Q: 3 clusters Score -8.697075e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 479063 members 
Entering Unmasked Estep 
Score: -86970824.000000 Penalty: 16028.608398
	Iteration 28Q: 3 clusters Score -8.697082e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 479073 members 
Entering Unmasked Estep 
Score: -86970800.000000 Penalty: 16028.608398
	Iteration 29Q: 3 clusters Score -8.69708e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 479075 members 
Entering Unmasked Estep 
Score: -86970824.000000 Penalty: 16028.608398
	Iteration 30Q: 3 clusters Score -8.697082e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 479070 members 
Entering Unmasked Estep 
Score: -86970888.000000 Penalty: 16028.608398
	Iteration 31Q: 3 clusters Score -8.697089e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 479072 members 
Entering Unmasked Estep 
Score: -86970928.000000 Penalty: 16028.608398
	Iteration 32Q: 3 clusters Score -8.697093e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 479061 members 
Entering Unmasked Estep 
Score: -86971016.000000 Penalty: 16028.608398
	Iteration 33Q: 3 clusters Score -8.697102e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 479058 members 
Entering Unmasked Estep 
Score: -86971000.000000 Penalty: 16028.608398
	Iteration 34Q: 3 clusters Score -8.6971e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 479036 members 
Entering Unmasked Estep 
Score: -86971048.000000 Penalty: 16028.608398
	Iteration 35Q: 3 clusters Score -8.697105e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 479026 members 
Entering Unmasked Estep 
Score: -86971056.000000 Penalty: 16028.608398
	Iteration 36Q: 3 clusters Score -8.697106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 479010 members 
Entering Unmasked Estep 
Score: -86971128.000000 Penalty: 16028.608398
	Iteration 37Q: 3 clusters Score -8.697113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 478992 members 
Entering Unmasked Estep 
Score: -86971216.000000 Penalty: 16028.608398
	Iteration 38Q: 3 clusters Score -8.697122e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 478974 members 
Entering Unmasked Estep 
Score: -86971136.000000 Penalty: 16028.608398
	Iteration 39Q: 3 clusters Score -8.697114e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 478977 members 
Entering Unmasked Estep 
Score: -86971192.000000 Penalty: 16028.608398
	Iteration 40F: 3 clusters Score -8.697119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 478958 members 
Entering Unmasked Estep 
Score: -86971192.000000 Penalty: 16028.608398
	Iteration 41Q: 3 clusters Score -8.697119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 478934 members 
Entering Unmasked Estep 
Score: -86971216.000000 Penalty: 16028.608398
	Iteration 42Q: 3 clusters Score -8.697122e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 478921 members 
Entering Unmasked Estep 
Score: -86971192.000000 Penalty: 16028.608398
	Iteration 43Q: 3 clusters Score -8.697119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 478914 members 
Entering Unmasked Estep 
Score: -86971168.000000 Penalty: 16028.608398
	Iteration 44Q: 3 clusters Score -8.697117e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 478896 members 
Entering Unmasked Estep 
Score: -86971264.000000 Penalty: 16028.608398
	Iteration 45Q: 3 clusters Score -8.697126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 478886 members 
Entering Unmasked Estep 
Score: -86971344.000000 Penalty: 16028.608398
	Iteration 46Q: 3 clusters Score -8.697134e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 478887 members 
Entering Unmasked Estep 
Score: -86971320.000000 Penalty: 16028.608398
	Iteration 47Q: 3 clusters Score -8.697132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 478873 members 
Entering Unmasked Estep 
Score: -86971424.000000 Penalty: 16028.608398
	Iteration 48Q: 3 clusters Score -8.697142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 478864 members 
Entering Unmasked Estep 
Score: -86971384.000000 Penalty: 16028.608398
	Iteration 49Q: 3 clusters Score -8.697138e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 478848 members 
Entering Unmasked Estep 
Score: -86971536.000000 Penalty: 16028.608398
	Iteration 50Q: 3 clusters Score -8.697154e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 478848 members 
Entering Unmasked Estep 
Score: -86971496.000000 Penalty: 16028.608398
	Iteration 51Q: 3 clusters Score -8.69715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 478836 members 
Entering Unmasked Estep 
Score: -86971568.000000 Penalty: 16028.608398
	Iteration 52Q: 3 clusters Score -8.697157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 478832 members 
Entering Unmasked Estep 
Score: -86971560.000000 Penalty: 16028.608398
	Iteration 53Q: 3 clusters Score -8.697156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 478832 members 
Entering Unmasked Estep 
Score: -86971536.000000 Penalty: 16028.608398
	Iteration 54Q: 3 clusters Score -8.697154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 478831 members 
Entering Unmasked Estep 
Score: -86971592.000000 Penalty: 16028.608398
	Iteration 55Q: 3 clusters Score -8.697159e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 478827 members 
Entering Unmasked Estep 
Score: -86971608.000000 Penalty: 16028.608398
	Iteration 56Q: 3 clusters Score -8.697161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 478820 members 
Entering Unmasked Estep 
Score: -86971568.000000 Penalty: 16028.608398
	Iteration 57Q: 3 clusters Score -8.697157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 478821 members 
Entering Unmasked Estep 
Score: -86971592.000000 Penalty: 16028.608398
	Iteration 58Q: 3 clusters Score -8.697159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 478816 members 
Entering Unmasked Estep 
Score: -86971624.000000 Penalty: 16028.608398
	Iteration 59Q: 3 clusters Score -8.697162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 478813 members 
Entering Unmasked Estep 
Score: -86971648.000000 Penalty: 16028.608398
	Iteration 60F: 3 clusters Score -8.697165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 478813 members 
Entering Unmasked Estep 
Score: -86971640.000000 Penalty: 16028.608398
	Iteration 61Q: 3 clusters Score -8.697164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 478805 members 
Entering Unmasked Estep 
Score: -86971632.000000 Penalty: 16028.608398
	Iteration 62Q: 3 clusters Score -8.697163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 478803 members 
Entering Unmasked Estep 
Score: -86971656.000000 Penalty: 16028.608398
	Iteration 63Q: 3 clusters Score -8.697166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 478798 members 
Entering Unmasked Estep 
Score: -86971680.000000 Penalty: 16028.608398
	Iteration 64Q: 3 clusters Score -8.697168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 478794 members 
Entering Unmasked Estep 
Score: -86971648.000000 Penalty: 16028.608398
	Iteration 65Q: 3 clusters Score -8.697165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 478794 members 
Entering Unmasked Estep 
Score: -86971648.000000 Penalty: 16028.608398
	Iteration 66Q: 3 clusters Score -8.697165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 478792 members 
Entering Unmasked Estep 
Score: -86971624.000000 Penalty: 16028.608398
	Iteration 67Q: 3 clusters Score -8.697162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 478791 members 
Entering Unmasked Estep 
Score: -86971648.000000 Penalty: 16028.608398
	Iteration 68Q: 3 clusters Score -8.697165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 478791 members 
Entering Unmasked Estep 
Score: -86971648.000000 Penalty: 16028.608398
	Iteration 69F: 3 clusters Score -8.697165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -152972.609375 Penalty: 4272.440918
	Iteration 0F: 2 clusters Score -152972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -149127.046875 Penalty: 8544.881836
	Iteration 0F: 3 clusters Score -149127 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -150216.984375 Penalty: 8544.881836
	Iteration 1F: 3 clusters Score -150217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -151236.843750 Penalty: 8544.881836
	Iteration 2F: 3 clusters Score -151236.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -151793.078125 Penalty: 8544.881836
	Iteration 3F: 3 clusters Score -151793.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -152132.421875 Penalty: 8544.881836
	Iteration 4Q: 3 clusters Score -152132.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152286.046875 Penalty: 8544.881836
	Iteration 5Q: 3 clusters Score -152286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -152368.890625 Penalty: 8544.881836
	Iteration 6Q: 3 clusters Score -152368.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -152509.156250 Penalty: 8544.881836
	Iteration 7Q: 3 clusters Score -152509.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152634.828125 Penalty: 8544.881836
	Iteration 8Q: 3 clusters Score -152634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152697.437500 Penalty: 8544.881836
	Iteration 9Q: 3 clusters Score -152697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152720.265625 Penalty: 8544.881836
	Iteration 10Q: 3 clusters Score -152720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -152742.234375 Penalty: 8544.881836
	Iteration 11Q: 3 clusters Score -152742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -152771.828125 Penalty: 8544.881836
	Iteration 12Q: 3 clusters Score -152771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152790.765625 Penalty: 8544.881836
	Iteration 13Q: 3 clusters Score -152790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -152812.656250 Penalty: 8544.881836
	Iteration 14Q: 3 clusters Score -152812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152825.812500 Penalty: 8544.881836
	Iteration 15Q: 3 clusters Score -152825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152825.812500 Penalty: 8544.881836
	Iteration 16F: 3 clusters Score -152825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -212105.625000 Penalty: 4344.710449
	Iteration 0F: 2 clusters Score -212105.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -207850.062500 Penalty: 8689.420898
	Iteration 0F: 3 clusters Score -207850.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208212.828125 Penalty: 8689.420898
	Iteration 1F: 3 clusters Score -208212.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208334.312500 Penalty: 8689.420898
	Iteration 2Q: 3 clusters Score -208334.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208390.093750 Penalty: 8689.420898
	Iteration 3Q: 3 clusters Score -208390.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -208409.359375 Penalty: 8689.420898
	Iteration 4Q: 3 clusters Score -208409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208410.406250 Penalty: 8689.420898
	Iteration 5Q: 3 clusters Score -208410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -208416.296875 Penalty: 8689.420898
	Iteration 6Q: 3 clusters Score -208416.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208418.140625 Penalty: 8689.420898
	Iteration 7Q: 3 clusters Score -208418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208421.312500 Penalty: 8689.420898
	Iteration 8Q: 3 clusters Score -208421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -208423.453125 Penalty: 8689.420898
	Iteration 9Q: 3 clusters Score -208423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208428.671875 Penalty: 8689.420898
	Iteration 10Q: 3 clusters Score -208428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208428.671875 Penalty: 8689.420898
	Iteration 11F: 3 clusters Score -208428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Entering Unmasked Estep 
Score: -31363000.000000 Penalty: 7389.635254
	Iteration 0F: 2 clusters Score -3.1363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -31245980.000000 Penalty: 14779.270508
	Iteration 0F: 3 clusters Score -3.124598e+07 nChanged 81059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -31292130.000000 Penalty: 14779.270508
	Iteration 1F: 3 clusters Score -3.129213e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -31293564.000000 Penalty: 14779.270508
	Iteration 2Q: 3 clusters Score -3.129356e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -31295306.000000 Penalty: 14779.270508
	Iteration 3Q: 3 clusters Score -3.129531e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -31297190.000000 Penalty: 14779.270508
	Iteration 4Q: 3 clusters Score -3.129719e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -31300092.000000 Penalty: 14779.270508
	Iteration 5Q: 3 clusters Score -3.130009e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -31305284.000000 Penalty: 14779.270508
	Iteration 6F: 3 clusters Score -3.130528e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 128346 members 
Entering Unmasked Estep 
Score: -31314282.000000 Penalty: 14779.270508
	Iteration 7F: 3 clusters Score -3.131428e+07 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 143247 members 
Entering Unmasked Estep 
Score: -31327188.000000 Penalty: 14779.270508
	Iteration 8F: 3 clusters Score -3.132719e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -31341082.000000 Penalty: 14779.270508
	Iteration 9F: 3 clusters Score -3.134108e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -31350654.000000 Penalty: 14779.270508
	Iteration 10F: 3 clusters Score -3.135065e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -31354548.000000 Penalty: 14779.270508
	Iteration 11Q: 3 clusters Score -3.135455e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 172348 members 
Entering Unmasked Estep 
Score: -31355700.000000 Penalty: 14779.270508
	Iteration 12Q: 3 clusters Score -3.13557e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 172690 members 
Entering Unmasked Estep 
Score: -31356118.000000 Penalty: 14779.270508
	Iteration 13Q: 3 clusters Score -3.135612e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 172806 members 
Entering Unmasked Estep 
Score: -31356308.000000 Penalty: 14779.270508
	Iteration 14Q: 3 clusters Score -3.135631e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -31356440.000000 Penalty: 14779.270508
	Iteration 15Q: 3 clusters Score -3.135644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -31356496.000000 Penalty: 14779.270508
	Iteration 16Q: 3 clusters Score -3.13565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -31356538.000000 Penalty: 14779.270508
	Iteration 17Q: 3 clusters Score -3.135654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -31356554.000000 Penalty: 14779.270508
	Iteration 18Q: 3 clusters Score -3.135655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -31356574.000000 Penalty: 14779.270508
	Iteration 19Q: 3 clusters Score -3.135657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -31356586.000000 Penalty: 14779.270508
	Iteration 20F: 3 clusters Score -3.135659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 172911 members 
Entering Unmasked Estep 
Score: -31356606.000000 Penalty: 14779.270508
	Iteration 21Q: 3 clusters Score -3.135661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -31356596.000000 Penalty: 14779.270508
	Iteration 22Q: 3 clusters Score -3.13566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -31356592.000000 Penalty: 14779.270508
	Iteration 23Q: 3 clusters Score -3.135659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -31356588.000000 Penalty: 14779.270508
	Iteration 24Q: 3 clusters Score -3.135659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -31356608.000000 Penalty: 14779.270508
	Iteration 25Q: 3 clusters Score -3.135661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 172923 members 
Entering Unmasked Estep 
Score: -31356608.000000 Penalty: 14779.270508
	Iteration 26Q: 3 clusters Score -3.135661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -31356614.000000 Penalty: 14779.270508
	Iteration 27Q: 3 clusters Score -3.135661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 172933 members 
Entering Unmasked Estep 
Score: -31356630.000000 Penalty: 14779.270508
	Iteration 28Q: 3 clusters Score -3.135663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 172936 members 
Entering Unmasked Estep 
Score: -31356638.000000 Penalty: 14779.270508
	Iteration 29Q: 3 clusters Score -3.135664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 172940 members 
Entering Unmasked Estep 
Score: -31356666.000000 Penalty: 14779.270508
	Iteration 30Q: 3 clusters Score -3.135667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 172940 members 
Entering Unmasked Estep 
Score: -31356672.000000 Penalty: 14779.270508
	Iteration 31Q: 3 clusters Score -3.135667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -31356654.000000 Penalty: 14779.270508
	Iteration 32Q: 3 clusters Score -3.135665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -31356654.000000 Penalty: 14779.270508
	Iteration 33F: 3 clusters Score -3.135665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Entering Unmasked Estep 
Score: -13460846.000000 Penalty: 6879.693848
	Iteration 0F: 2 clusters Score -1.346085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -13408671.000000 Penalty: 13759.387695
	Iteration 0F: 3 clusters Score -1.340867e+07 nChanged 33998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -13426989.000000 Penalty: 13759.387695
	Iteration 1F: 3 clusters Score -1.342699e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -13427880.000000 Penalty: 13759.387695
	Iteration 2Q: 3 clusters Score -1.342788e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -13428707.000000 Penalty: 13759.387695
	Iteration 3Q: 3 clusters Score -1.342871e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -13429295.000000 Penalty: 13759.387695
	Iteration 4Q: 3 clusters Score -1.34293e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -13429893.000000 Penalty: 13759.387695
	Iteration 5Q: 3 clusters Score -1.342989e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -13430365.000000 Penalty: 13759.387695
	Iteration 6Q: 3 clusters Score -1.343036e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -13430860.000000 Penalty: 13759.387695
	Iteration 7Q: 3 clusters Score -1.343086e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -13431354.000000 Penalty: 13759.387695
	Iteration 8Q: 3 clusters Score -1.343135e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -13432017.000000 Penalty: 13759.387695
	Iteration 9Q: 3 clusters Score -1.343202e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -13432694.000000 Penalty: 13759.387695
	Iteration 10Q: 3 clusters Score -1.343269e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -13433688.000000 Penalty: 13759.387695
	Iteration 11Q: 3 clusters Score -1.343369e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -13434833.000000 Penalty: 13759.387695
	Iteration 12Q: 3 clusters Score -1.343483e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -13436130.000000 Penalty: 13759.387695
	Iteration 13Q: 3 clusters Score -1.343613e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -13437542.000000 Penalty: 13759.387695
	Iteration 14Q: 3 clusters Score -1.343754e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -13438908.000000 Penalty: 13759.387695
	Iteration 15Q: 3 clusters Score -1.343891e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -13440227.000000 Penalty: 13759.387695
	Iteration 16Q: 3 clusters Score -1.344023e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -13441182.000000 Penalty: 13759.387695
	Iteration 17Q: 3 clusters Score -1.344118e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -13441889.000000 Penalty: 13759.387695
	Iteration 18Q: 3 clusters Score -1.344189e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -13442448.000000 Penalty: 13759.387695
	Iteration 19Q: 3 clusters Score -1.344245e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -13442804.000000 Penalty: 13759.387695
	Iteration 20F: 3 clusters Score -1.34428e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -13443165.000000 Penalty: 13759.387695
	Iteration 21Q: 3 clusters Score -1.344316e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -13443525.000000 Penalty: 13759.387695
	Iteration 22Q: 3 clusters Score -1.344352e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -13443815.000000 Penalty: 13759.387695
	Iteration 23Q: 3 clusters Score -1.344382e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -13444047.000000 Penalty: 13759.387695
	Iteration 24Q: 3 clusters Score -1.344405e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -13444305.000000 Penalty: 13759.387695
	Iteration 25Q: 3 clusters Score -1.34443e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -13444573.000000 Penalty: 13759.387695
	Iteration 26Q: 3 clusters Score -1.344457e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -13444987.000000 Penalty: 13759.387695
	Iteration 27Q: 3 clusters Score -1.344499e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -13445542.000000 Penalty: 13759.387695
	Iteration 28Q: 3 clusters Score -1.344554e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -13446055.000000 Penalty: 13759.387695
	Iteration 29Q: 3 clusters Score -1.344606e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -13446752.000000 Penalty: 13759.387695
	Iteration 30Q: 3 clusters Score -1.344675e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -13447555.000000 Penalty: 13759.387695
	Iteration 31Q: 3 clusters Score -1.344756e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -13448414.000000 Penalty: 13759.387695
	Iteration 32Q: 3 clusters Score -1.344841e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -13449296.000000 Penalty: 13759.387695
	Iteration 33Q: 3 clusters Score -1.34493e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -13450281.000000 Penalty: 13759.387695
	Iteration 34Q: 3 clusters Score -1.345028e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -13451163.000000 Penalty: 13759.387695
	Iteration 35Q: 3 clusters Score -1.345116e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -13451899.000000 Penalty: 13759.387695
	Iteration 36Q: 3 clusters Score -1.34519e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -13452556.000000 Penalty: 13759.387695
	Iteration 37Q: 3 clusters Score -1.345256e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -13453058.000000 Penalty: 13759.387695
	Iteration 38Q: 3 clusters Score -1.345306e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -13453455.000000 Penalty: 13759.387695
	Iteration 39Q: 3 clusters Score -1.345346e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -13453802.000000 Penalty: 13759.387695
	Iteration 40F: 3 clusters Score -1.34538e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -13454014.000000 Penalty: 13759.387695
	Iteration 41Q: 3 clusters Score -1.345401e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -13454253.000000 Penalty: 13759.387695
	Iteration 42Q: 3 clusters Score -1.345425e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -13454407.000000 Penalty: 13759.387695
	Iteration 43Q: 3 clusters Score -1.345441e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -13454587.000000 Penalty: 13759.387695
	Iteration 44Q: 3 clusters Score -1.345459e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -13454704.000000 Penalty: 13759.387695
	Iteration 45Q: 3 clusters Score -1.34547e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -13454755.000000 Penalty: 13759.387695
	Iteration 46Q: 3 clusters Score -1.345476e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -13454800.000000 Penalty: 13759.387695
	Iteration 47Q: 3 clusters Score -1.34548e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -13454905.000000 Penalty: 13759.387695
	Iteration 48Q: 3 clusters Score -1.34549e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -13454958.000000 Penalty: 13759.387695
	Iteration 49Q: 3 clusters Score -1.345496e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -13455011.000000 Penalty: 13759.387695
	Iteration 50Q: 3 clusters Score -1.345501e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -13455065.000000 Penalty: 13759.387695
	Iteration 51Q: 3 clusters Score -1.345506e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -13455145.000000 Penalty: 13759.387695
	Iteration 52Q: 3 clusters Score -1.345514e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -13455158.000000 Penalty: 13759.387695
	Iteration 53Q: 3 clusters Score -1.345516e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -13455176.000000 Penalty: 13759.387695
	Iteration 54Q: 3 clusters Score -1.345518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -13455151.000000 Penalty: 13759.387695
	Iteration 55Q: 3 clusters Score -1.345515e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -13455157.000000 Penalty: 13759.387695
	Iteration 56Q: 3 clusters Score -1.345516e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -13455191.000000 Penalty: 13759.387695
	Iteration 57Q: 3 clusters Score -1.345519e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -13455214.000000 Penalty: 13759.387695
	Iteration 58Q: 3 clusters Score -1.345521e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -13455254.000000 Penalty: 13759.387695
	Iteration 59Q: 3 clusters Score -1.345525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -13455280.000000 Penalty: 13759.387695
	Iteration 60F: 3 clusters Score -1.345528e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -13455294.000000 Penalty: 13759.387695
	Iteration 61Q: 3 clusters Score -1.345529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -13455311.000000 Penalty: 13759.387695
	Iteration 62Q: 3 clusters Score -1.345531e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -13455341.000000 Penalty: 13759.387695
	Iteration 63Q: 3 clusters Score -1.345534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -13455360.000000 Penalty: 13759.387695
	Iteration 64Q: 3 clusters Score -1.345536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -13455355.000000 Penalty: 13759.387695
	Iteration 65Q: 3 clusters Score -1.345536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -13455362.000000 Penalty: 13759.387695
	Iteration 66Q: 3 clusters Score -1.345536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -13455372.000000 Penalty: 13759.387695
	Iteration 67Q: 3 clusters Score -1.345537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -13455368.000000 Penalty: 13759.387695
	Iteration 68Q: 3 clusters Score -1.345537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -13455385.000000 Penalty: 13759.387695
	Iteration 69Q: 3 clusters Score -1.345538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -13455381.000000 Penalty: 13759.387695
	Iteration 70Q: 3 clusters Score -1.345538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -13455391.000000 Penalty: 13759.387695
	Iteration 71Q: 3 clusters Score -1.345539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -13455396.000000 Penalty: 13759.387695
	Iteration 72Q: 3 clusters Score -1.34554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -13455380.000000 Penalty: 13759.387695
	Iteration 73Q: 3 clusters Score -1.345538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -13455379.000000 Penalty: 13759.387695
	Iteration 74Q: 3 clusters Score -1.345538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -13455374.000000 Penalty: 13759.387695
	Iteration 75Q: 3 clusters Score -1.345537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -13455386.000000 Penalty: 13759.387695
	Iteration 76Q: 3 clusters Score -1.345539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -13455418.000000 Penalty: 13759.387695
	Iteration 77Q: 3 clusters Score -1.345542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -13455390.000000 Penalty: 13759.387695
	Iteration 78Q: 3 clusters Score -1.345539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -13455417.000000 Penalty: 13759.387695
	Iteration 79Q: 3 clusters Score -1.345542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -13455421.000000 Penalty: 13759.387695
	Iteration 80F: 3 clusters Score -1.345542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -13455421.000000 Penalty: 13759.387695
	Iteration 81Q: 3 clusters Score -1.345542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -13455418.000000 Penalty: 13759.387695
	Iteration 82Q: 3 clusters Score -1.345542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -13455422.000000 Penalty: 13759.387695
	Iteration 83Q: 3 clusters Score -1.345542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -13455432.000000 Penalty: 13759.387695
	Iteration 84Q: 3 clusters Score -1.345543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -13455408.000000 Penalty: 13759.387695
	Iteration 85Q: 3 clusters Score -1.345541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -13455415.000000 Penalty: 13759.387695
	Iteration 86Q: 3 clusters Score -1.345542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -13455418.000000 Penalty: 13759.387695
	Iteration 87Q: 3 clusters Score -1.345542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -13455430.000000 Penalty: 13759.387695
	Iteration 88Q: 3 clusters Score -1.345543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -13455415.000000 Penalty: 13759.387695
	Iteration 89Q: 3 clusters Score -1.345542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -13455419.000000 Penalty: 13759.387695
	Iteration 90Q: 3 clusters Score -1.345542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -13455405.000000 Penalty: 13759.387695
	Iteration 91Q: 3 clusters Score -1.34554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -13455409.000000 Penalty: 13759.387695
	Iteration 92Q: 3 clusters Score -1.345541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -13455419.000000 Penalty: 13759.387695
	Iteration 93Q: 3 clusters Score -1.345542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -13455421.000000 Penalty: 13759.387695
	Iteration 94Q: 3 clusters Score -1.345542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -13455429.000000 Penalty: 13759.387695
	Iteration 95Q: 3 clusters Score -1.345543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -13455422.000000 Penalty: 13759.387695
	Iteration 96Q: 3 clusters Score -1.345542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -13455421.000000 Penalty: 13759.387695
	Iteration 97Q: 3 clusters Score -1.345542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -13455431.000000 Penalty: 13759.387695
	Iteration 98Q: 3 clusters Score -1.345543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -13455427.000000 Penalty: 13759.387695
	Iteration 99Q: 3 clusters Score -1.345543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -13455422.000000 Penalty: 13759.387695
	Iteration 100F: 3 clusters Score -1.345542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -13455432.000000 Penalty: 13759.387695
	Iteration 101Q: 3 clusters Score -1.345543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -13455419.000000 Penalty: 13759.387695
	Iteration 102Q: 3 clusters Score -1.345542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -13455431.000000 Penalty: 13759.387695
	Iteration 103Q: 3 clusters Score -1.345543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -13455419.000000 Penalty: 13759.387695
	Iteration 104Q: 3 clusters Score -1.345542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -13455419.000000 Penalty: 13759.387695
	Iteration 105F: 3 clusters Score -1.345542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Entering Unmasked Estep 
Score: -11340396.000000 Penalty: 6759.235352
	Iteration 0F: 2 clusters Score -1.13404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -11297065.000000 Penalty: 13518.470703
	Iteration 0F: 3 clusters Score -1.129706e+07 nChanged 27716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -11312034.000000 Penalty: 13518.470703
	Iteration 1F: 3 clusters Score -1.131203e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -11313146.000000 Penalty: 13518.470703
	Iteration 2Q: 3 clusters Score -1.131315e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -11314231.000000 Penalty: 13518.470703
	Iteration 3Q: 3 clusters Score -1.131423e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -11315224.000000 Penalty: 13518.470703
	Iteration 4Q: 3 clusters Score -1.131522e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -11316202.000000 Penalty: 13518.470703
	Iteration 5Q: 3 clusters Score -1.13162e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -11317253.000000 Penalty: 13518.470703
	Iteration 6Q: 3 clusters Score -1.131725e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -11318366.000000 Penalty: 13518.470703
	Iteration 7Q: 3 clusters Score -1.131837e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -11319716.000000 Penalty: 13518.470703
	Iteration 8Q: 3 clusters Score -1.131972e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -11320961.000000 Penalty: 13518.470703
	Iteration 9Q: 3 clusters Score -1.132096e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -11322298.000000 Penalty: 13518.470703
	Iteration 10Q: 3 clusters Score -1.13223e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -11323719.000000 Penalty: 13518.470703
	Iteration 11Q: 3 clusters Score -1.132372e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -11325039.000000 Penalty: 13518.470703
	Iteration 12Q: 3 clusters Score -1.132504e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -11326266.000000 Penalty: 13518.470703
	Iteration 13Q: 3 clusters Score -1.132627e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -11327300.000000 Penalty: 13518.470703
	Iteration 14Q: 3 clusters Score -1.13273e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -11328452.000000 Penalty: 13518.470703
	Iteration 15Q: 3 clusters Score -1.132845e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -11329490.000000 Penalty: 13518.470703
	Iteration 16Q: 3 clusters Score -1.132949e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -11330600.000000 Penalty: 13518.470703
	Iteration 17Q: 3 clusters Score -1.13306e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -11331669.000000 Penalty: 13518.470703
	Iteration 18Q: 3 clusters Score -1.133167e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -11332706.000000 Penalty: 13518.470703
	Iteration 19Q: 3 clusters Score -1.133271e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -11333591.000000 Penalty: 13518.470703
	Iteration 20F: 3 clusters Score -1.133359e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -11334148.000000 Penalty: 13518.470703
	Iteration 21Q: 3 clusters Score -1.133415e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -11334521.000000 Penalty: 13518.470703
	Iteration 22Q: 3 clusters Score -1.133452e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -11334726.000000 Penalty: 13518.470703
	Iteration 23Q: 3 clusters Score -1.133473e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -11334911.000000 Penalty: 13518.470703
	Iteration 24Q: 3 clusters Score -1.133491e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -11335008.000000 Penalty: 13518.470703
	Iteration 25Q: 3 clusters Score -1.133501e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -11335088.000000 Penalty: 13518.470703
	Iteration 26Q: 3 clusters Score -1.133509e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11335112.000000 Penalty: 13518.470703
	Iteration 27Q: 3 clusters Score -1.133511e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -11335150.000000 Penalty: 13518.470703
	Iteration 28Q: 3 clusters Score -1.133515e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -11335161.000000 Penalty: 13518.470703
	Iteration 29Q: 3 clusters Score -1.133516e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11335168.000000 Penalty: 13518.470703
	Iteration 30Q: 3 clusters Score -1.133517e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -11335186.000000 Penalty: 13518.470703
	Iteration 31Q: 3 clusters Score -1.133519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -11335217.000000 Penalty: 13518.470703
	Iteration 32Q: 3 clusters Score -1.133522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11335231.000000 Penalty: 13518.470703
	Iteration 33Q: 3 clusters Score -1.133523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -11335251.000000 Penalty: 13518.470703
	Iteration 34Q: 3 clusters Score -1.133525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -11335235.000000 Penalty: 13518.470703
	Iteration 35Q: 3 clusters Score -1.133524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -11335225.000000 Penalty: 13518.470703
	Iteration 36Q: 3 clusters Score -1.133522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -11335232.000000 Penalty: 13518.470703
	Iteration 37Q: 3 clusters Score -1.133523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11335230.000000 Penalty: 13518.470703
	Iteration 38Q: 3 clusters Score -1.133523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11335238.000000 Penalty: 13518.470703
	Iteration 39Q: 3 clusters Score -1.133524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11335224.000000 Penalty: 13518.470703
	Iteration 40F: 3 clusters Score -1.133522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -11335222.000000 Penalty: 13518.470703
	Iteration 41Q: 3 clusters Score -1.133522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -11335229.000000 Penalty: 13518.470703
	Iteration 42Q: 3 clusters Score -1.133523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -11335234.000000 Penalty: 13518.470703
	Iteration 43Q: 3 clusters Score -1.133523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -11335236.000000 Penalty: 13518.470703
	Iteration 44Q: 3 clusters Score -1.133524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -11335231.000000 Penalty: 13518.470703
	Iteration 45Q: 3 clusters Score -1.133523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -11335219.000000 Penalty: 13518.470703
	Iteration 46Q: 3 clusters Score -1.133522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -11335224.000000 Penalty: 13518.470703
	Iteration 47Q: 3 clusters Score -1.133522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -11335224.000000 Penalty: 13518.470703
	Iteration 48F: 3 clusters Score -1.133522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -294737.750000 Penalty: 4542.899902
	Iteration 0F: 2 clusters Score -294737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -290012.968750 Penalty: 9085.799805
	Iteration 0F: 3 clusters Score -290013 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -290488.687500 Penalty: 9085.799805
	Iteration 1F: 3 clusters Score -290488.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -290607.750000 Penalty: 9085.799805
	Iteration 2Q: 3 clusters Score -290607.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -290673.437500 Penalty: 9085.799805
	Iteration 3Q: 3 clusters Score -290673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -290707.718750 Penalty: 9085.799805
	Iteration 4Q: 3 clusters Score -290707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290728.562500 Penalty: 9085.799805
	Iteration 5Q: 3 clusters Score -290728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -290755.031250 Penalty: 9085.799805
	Iteration 6Q: 3 clusters Score -290755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -290774.343750 Penalty: 9085.799805
	Iteration 7Q: 3 clusters Score -290774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290785.937500 Penalty: 9085.799805
	Iteration 8Q: 3 clusters Score -290785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -290793.375000 Penalty: 9085.799805
	Iteration 9Q: 3 clusters Score -290793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -290807.750000 Penalty: 9085.799805
	Iteration 10Q: 3 clusters Score -290807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -290811.281250 Penalty: 9085.799805
	Iteration 11Q: 3 clusters Score -290811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -290811.937500 Penalty: 9085.799805
	Iteration 12Q: 3 clusters Score -290811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -290811.937500 Penalty: 9085.799805
	Iteration 13F: 3 clusters Score -290811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -171361.140625 Penalty: 4326.641113
	Iteration 0F: 2 clusters Score -171361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167223.203125 Penalty: 8653.282227
	Iteration 0F: 3 clusters Score -167223.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -168007.750000 Penalty: 8653.282227
	Iteration 1F: 3 clusters Score -168007.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -168810.843750 Penalty: 8653.282227
	Iteration 2F: 3 clusters Score -168810.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -169349.218750 Penalty: 8653.282227
	Iteration 3F: 3 clusters Score -169349.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -169867.484375 Penalty: 8653.282227
	Iteration 4F: 3 clusters Score -169867.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -170160.687500 Penalty: 8653.282227
	Iteration 5F: 3 clusters Score -170160.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -170422.937500 Penalty: 8653.282227
	Iteration 6Q: 3 clusters Score -170422.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -170552.671875 Penalty: 8653.282227
	Iteration 7Q: 3 clusters Score -170552.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -170608.078125 Penalty: 8653.282227
	Iteration 8Q: 3 clusters Score -170608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -170667.765625 Penalty: 8653.282227
	Iteration 9Q: 3 clusters Score -170667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -170693.218750 Penalty: 8653.282227
	Iteration 10Q: 3 clusters Score -170693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -170704.453125 Penalty: 8653.282227
	Iteration 11Q: 3 clusters Score -170704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -170708.953125 Penalty: 8653.282227
	Iteration 12Q: 3 clusters Score -170709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -170715.156250 Penalty: 8653.282227
	Iteration 13Q: 3 clusters Score -170715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -170718.828125 Penalty: 8653.282227
	Iteration 14Q: 3 clusters Score -170718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -170718.828125 Penalty: 8653.282227
	Iteration 15F: 3 clusters Score -170718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Entering Unmasked Estep 
Score: -5132843.500000 Penalty: 6266.371582
	Iteration 0F: 2 clusters Score -5132844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5111540.500000 Penalty: 12532.743164
	Iteration 0F: 3 clusters Score -5111540 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5117551.000000 Penalty: 12532.743164
	Iteration 1F: 3 clusters Score -5117551 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -5118166.500000 Penalty: 12532.743164
	Iteration 2F: 3 clusters Score -5118166 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5118597.500000 Penalty: 12532.743164
	Iteration 3Q: 3 clusters Score -5118598 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5118917.500000 Penalty: 12532.743164
	Iteration 4Q: 3 clusters Score -5118918 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -5119211.500000 Penalty: 12532.743164
	Iteration 5Q: 3 clusters Score -5119212 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5119453.000000 Penalty: 12532.743164
	Iteration 6Q: 3 clusters Score -5119453 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5119643.000000 Penalty: 12532.743164
	Iteration 7Q: 3 clusters Score -5119643 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5119783.500000 Penalty: 12532.743164
	Iteration 8Q: 3 clusters Score -5119784 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -5119949.000000 Penalty: 12532.743164
	Iteration 9Q: 3 clusters Score -5119949 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5120114.000000 Penalty: 12532.743164
	Iteration 10Q: 3 clusters Score -5120114 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5120320.000000 Penalty: 12532.743164
	Iteration 11Q: 3 clusters Score -5120320 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -5120502.000000 Penalty: 12532.743164
	Iteration 12Q: 3 clusters Score -5120502 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5120773.000000 Penalty: 12532.743164
	Iteration 13Q: 3 clusters Score -5120773 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5121128.000000 Penalty: 12532.743164
	Iteration 14Q: 3 clusters Score -5121128 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5121639.500000 Penalty: 12532.743164
	Iteration 15Q: 3 clusters Score -5121640 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -5122260.000000 Penalty: 12532.743164
	Iteration 16Q: 3 clusters Score -5122260 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5123078.500000 Penalty: 12532.743164
	Iteration 17Q: 3 clusters Score -5123078 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -5123901.000000 Penalty: 12532.743164
	Iteration 18Q: 3 clusters Score -5123901 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -5124641.500000 Penalty: 12532.743164
	Iteration 19Q: 3 clusters Score -5124642 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5125379.000000 Penalty: 12532.743164
	Iteration 20F: 3 clusters Score -5125379 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5125986.500000 Penalty: 12532.743164
	Iteration 21Q: 3 clusters Score -5125986 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -5126392.500000 Penalty: 12532.743164
	Iteration 22Q: 3 clusters Score -5126392 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5126694.000000 Penalty: 12532.743164
	Iteration 23Q: 3 clusters Score -5126694 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -5126884.000000 Penalty: 12532.743164
	Iteration 24Q: 3 clusters Score -5126884 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5127058.000000 Penalty: 12532.743164
	Iteration 25Q: 3 clusters Score -5127058 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5127216.500000 Penalty: 12532.743164
	Iteration 26Q: 3 clusters Score -5127216 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5127382.000000 Penalty: 12532.743164
	Iteration 27Q: 3 clusters Score -5127382 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5127585.000000 Penalty: 12532.743164
	Iteration 28Q: 3 clusters Score -5127585 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -5127739.000000 Penalty: 12532.743164
	Iteration 29Q: 3 clusters Score -5127739 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -5127945.500000 Penalty: 12532.743164
	Iteration 30Q: 3 clusters Score -5127946 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5128244.000000 Penalty: 12532.743164
	Iteration 31Q: 3 clusters Score -5128244 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -5128524.000000 Penalty: 12532.743164
	Iteration 32Q: 3 clusters Score -5128524 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -5128843.500000 Penalty: 12532.743164
	Iteration 33Q: 3 clusters Score -5128844 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -5129110.000000 Penalty: 12532.743164
	Iteration 34Q: 3 clusters Score -5129110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5129278.000000 Penalty: 12532.743164
	Iteration 35Q: 3 clusters Score -5129278 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -5129361.500000 Penalty: 12532.743164
	Iteration 36Q: 3 clusters Score -5129362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -5129451.000000 Penalty: 12532.743164
	Iteration 37Q: 3 clusters Score -5129451 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -5129527.000000 Penalty: 12532.743164
	Iteration 38Q: 3 clusters Score -5129527 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -5129587.000000 Penalty: 12532.743164
	Iteration 39Q: 3 clusters Score -5129587 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5129620.000000 Penalty: 12532.743164
	Iteration 40F: 3 clusters Score -5129620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -5129636.000000 Penalty: 12532.743164
	Iteration 41Q: 3 clusters Score -5129636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -5129646.000000 Penalty: 12532.743164
	Iteration 42Q: 3 clusters Score -5129646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -5129686.500000 Penalty: 12532.743164
	Iteration 43Q: 3 clusters Score -5129686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5129700.500000 Penalty: 12532.743164
	Iteration 44Q: 3 clusters Score -5129700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -5129720.000000 Penalty: 12532.743164
	Iteration 45Q: 3 clusters Score -5129720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -5129751.000000 Penalty: 12532.743164
	Iteration 46Q: 3 clusters Score -5129751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5129761.500000 Penalty: 12532.743164
	Iteration 47Q: 3 clusters Score -5129762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -5129783.000000 Penalty: 12532.743164
	Iteration 48Q: 3 clusters Score -5129783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -5129786.000000 Penalty: 12532.743164
	Iteration 49Q: 3 clusters Score -5129786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5129806.000000 Penalty: 12532.743164
	Iteration 50Q: 3 clusters Score -5129806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -5129813.500000 Penalty: 12532.743164
	Iteration 51Q: 3 clusters Score -5129814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5129831.000000 Penalty: 12532.743164
	Iteration 52Q: 3 clusters Score -5129831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -5129823.000000 Penalty: 12532.743164
	Iteration 53Q: 3 clusters Score -5129823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -5129808.000000 Penalty: 12532.743164
	Iteration 54Q: 3 clusters Score -5129808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5129807.000000 Penalty: 12532.743164
	Iteration 55Q: 3 clusters Score -5129807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -5129814.500000 Penalty: 12532.743164
	Iteration 56Q: 3 clusters Score -5129814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5129814.000000 Penalty: 12532.743164
	Iteration 57Q: 3 clusters Score -5129814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -5129812.000000 Penalty: 12532.743164
	Iteration 58Q: 3 clusters Score -5129812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5129807.000000 Penalty: 12532.743164
	Iteration 59Q: 3 clusters Score -5129807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5129807.000000 Penalty: 12532.743164
	Iteration 60F: 3 clusters Score -5129807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -833031.750000 Penalty: 5205.655273
	Iteration 0F: 2 clusters Score -833031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -826013.187500 Penalty: 10411.310547
	Iteration 0F: 3 clusters Score -826013.2 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -827196.500000 Penalty: 10411.310547
	Iteration 1F: 3 clusters Score -827196.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -827655.937500 Penalty: 10411.310547
	Iteration 2F: 3 clusters Score -827655.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -828089.187500 Penalty: 10411.310547
	Iteration 3F: 3 clusters Score -828089.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -828776.250000 Penalty: 10411.310547
	Iteration 4F: 3 clusters Score -828776.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -829499.812500 Penalty: 10411.310547
	Iteration 5F: 3 clusters Score -829499.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -830140.812500 Penalty: 10411.310547
	Iteration 6F: 3 clusters Score -830140.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -830520.562500 Penalty: 10411.310547
	Iteration 7F: 3 clusters Score -830520.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -830705.687500 Penalty: 10411.310547
	Iteration 8Q: 3 clusters Score -830705.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -830813.000000 Penalty: 10411.310547
	Iteration 9Q: 3 clusters Score -830813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -830906.375000 Penalty: 10411.310547
	Iteration 10Q: 3 clusters Score -830906.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -830963.125000 Penalty: 10411.310547
	Iteration 11Q: 3 clusters Score -830963.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -831044.750000 Penalty: 10411.310547
	Iteration 12Q: 3 clusters Score -831044.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -831138.312500 Penalty: 10411.310547
	Iteration 13Q: 3 clusters Score -831138.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -831226.062500 Penalty: 10411.310547
	Iteration 14Q: 3 clusters Score -831226.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -831312.875000 Penalty: 10411.310547
	Iteration 15Q: 3 clusters Score -831312.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -831405.250000 Penalty: 10411.310547
	Iteration 16Q: 3 clusters Score -831405.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -831470.937500 Penalty: 10411.310547
	Iteration 17Q: 3 clusters Score -831470.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -831497.312500 Penalty: 10411.310547
	Iteration 18Q: 3 clusters Score -831497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -831513.750000 Penalty: 10411.310547
	Iteration 19Q: 3 clusters Score -831513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -831520.500000 Penalty: 10411.310547
	Iteration 20F: 3 clusters Score -831520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -831521.125000 Penalty: 10411.310547
	Iteration 21Q: 3 clusters Score -831521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -831523.312500 Penalty: 10411.310547
	Iteration 22Q: 3 clusters Score -831523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -831524.750000 Penalty: 10411.310547
	Iteration 23Q: 3 clusters Score -831524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -831524.750000 Penalty: 10411.310547
	Iteration 24F: 3 clusters Score -831524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -332653.843750 Penalty: 4656.470703
	Iteration 0F: 2 clusters Score -332653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -327788.812500 Penalty: 9312.941406
	Iteration 0F: 3 clusters Score -327788.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -328531.468750 Penalty: 9312.941406
	Iteration 1F: 3 clusters Score -328531.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -328886.937500 Penalty: 9312.941406
	Iteration 2F: 3 clusters Score -328886.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -329155.093750 Penalty: 9312.941406
	Iteration 3F: 3 clusters Score -329155.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -329393.437500 Penalty: 9312.941406
	Iteration 4Q: 3 clusters Score -329393.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329637.312500 Penalty: 9312.941406
	Iteration 5Q: 3 clusters Score -329637.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -329873.937500 Penalty: 9312.941406
	Iteration 6Q: 3 clusters Score -329873.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -330137.468750 Penalty: 9312.941406
	Iteration 7Q: 3 clusters Score -330137.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -330372.000000 Penalty: 9312.941406
	Iteration 8Q: 3 clusters Score -330372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -330525.250000 Penalty: 9312.941406
	Iteration 9Q: 3 clusters Score -330525.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -330616.750000 Penalty: 9312.941406
	Iteration 10Q: 3 clusters Score -330616.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -330650.125000 Penalty: 9312.941406
	Iteration 11Q: 3 clusters Score -330650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -330681.718750 Penalty: 9312.941406
	Iteration 12Q: 3 clusters Score -330681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -330692.343750 Penalty: 9312.941406
	Iteration 13Q: 3 clusters Score -330692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -330700.687500 Penalty: 9312.941406
	Iteration 14Q: 3 clusters Score -330700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -330706.187500 Penalty: 9312.941406
	Iteration 15Q: 3 clusters Score -330706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -330711.468750 Penalty: 9312.941406
	Iteration 16Q: 3 clusters Score -330711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330718.281250 Penalty: 9312.941406
	Iteration 17Q: 3 clusters Score -330718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330725.937500 Penalty: 9312.941406
	Iteration 18F: 3 clusters Score -330725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -330743.343750 Penalty: 9312.941406
	Iteration 19Q: 3 clusters Score -330743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330756.437500 Penalty: 9312.941406
	Iteration 20F: 3 clusters Score -330756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -330765.625000 Penalty: 9312.941406
	Iteration 21Q: 3 clusters Score -330765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -330779.093750 Penalty: 9312.941406
	Iteration 22Q: 3 clusters Score -330779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -330839.812500 Penalty: 9312.941406
	Iteration 23Q: 3 clusters Score -330839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -330865.750000 Penalty: 9312.941406
	Iteration 24Q: 3 clusters Score -330865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -330880.281250 Penalty: 9312.941406
	Iteration 25Q: 3 clusters Score -330880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -330897.312500 Penalty: 9312.941406
	Iteration 26Q: 3 clusters Score -330897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -330905.875000 Penalty: 9312.941406
	Iteration 27Q: 3 clusters Score -330905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -330906.906250 Penalty: 9312.941406
	Iteration 28Q: 3 clusters Score -330906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -330906.906250 Penalty: 9312.941406
	Iteration 29F: 3 clusters Score -330906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -238274.187500 Penalty: 4528.750488
	Iteration 0F: 2 clusters Score -238274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -234012.875000 Penalty: 9057.500977
	Iteration 0F: 3 clusters Score -234012.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -235522.015625 Penalty: 9057.500977
	Iteration 1F: 3 clusters Score -235522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -236574.843750 Penalty: 9057.500977
	Iteration 2F: 3 clusters Score -236574.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -237559.234375 Penalty: 9057.500977
	Iteration 3F: 3 clusters Score -237559.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -238312.328125 Penalty: 9057.500977
	Iteration 4F: 3 clusters Score -238312.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -238959.296875 Penalty: 9057.500977
	Iteration 5Q: 3 clusters Score -238959.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -239125.750000 Penalty: 9057.500977
	Iteration 6Q: 3 clusters Score -239125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -239177.750000 Penalty: 9057.500977
	Iteration 7Q: 3 clusters Score -239177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -239228.890625 Penalty: 9057.500977
	Iteration 8Q: 3 clusters Score -239228.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -239310.734375 Penalty: 9057.500977
	Iteration 9Q: 3 clusters Score -239310.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -239539.953125 Penalty: 9057.500977
	Iteration 10Q: 3 clusters Score -239540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -239840.968750 Penalty: 9057.500977
	Iteration 11Q: 3 clusters Score -239841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -239887.359375 Penalty: 9057.500977
	Iteration 12Q: 3 clusters Score -239887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -239921.062500 Penalty: 9057.500977
	Iteration 13Q: 3 clusters Score -239921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -239952.953125 Penalty: 9057.500977
	Iteration 14Q: 3 clusters Score -239953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -240035.937500 Penalty: 9057.500977
	Iteration 15Q: 3 clusters Score -240035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -240082.921875 Penalty: 9057.500977
	Iteration 16Q: 3 clusters Score -240082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -240093.656250 Penalty: 9057.500977
	Iteration 17Q: 3 clusters Score -240093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -240096.500000 Penalty: 9057.500977
	Iteration 18Q: 3 clusters Score -240096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -240099.468750 Penalty: 9057.500977
	Iteration 19Q: 3 clusters Score -240099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -240101.171875 Penalty: 9057.500977
	Iteration 20F: 3 clusters Score -240101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -240115.046875 Penalty: 9057.500977
	Iteration 21Q: 3 clusters Score -240115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -240121.796875 Penalty: 9057.500977
	Iteration 22Q: 3 clusters Score -240121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -240128.046875 Penalty: 9057.500977
	Iteration 23Q: 3 clusters Score -240128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -240131.531250 Penalty: 9057.500977
	Iteration 24Q: 3 clusters Score -240131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -240131.531250 Penalty: 9057.500977
	Iteration 25F: 3 clusters Score -240131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105151 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23016 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481460 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27745 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 431 members 
Entering Unmasked Estep 
Score: -226861152.000000 Penalty: 258397.593750
Splitting cluster 27 changes total score from -226862400.000000 to -226861152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -64778.746094 Penalty: 3705.461914
	Iteration 0F: 2 clusters Score -64778.75 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 228 members 
Entering Unmasked Estep 
Score: -61774.167969 Penalty: 7410.923828
	Iteration 0F: 3 clusters Score -61774.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61978.992188 Penalty: 7410.923828
	Iteration 1F: 3 clusters Score -61978.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62080.378906 Penalty: 7410.923828
	Iteration 2Q: 3 clusters Score -62080.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62108.218750 Penalty: 7410.923828
	Iteration 3Q: 3 clusters Score -62108.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62118.636719 Penalty: 7410.923828
	Iteration 4Q: 3 clusters Score -62118.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62125.277344 Penalty: 7410.923828
	Iteration 5Q: 3 clusters Score -62125.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62127.347656 Penalty: 7410.923828
	Iteration 6Q: 3 clusters Score -62127.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62127.347656 Penalty: 7410.923828
	Iteration 7F: 3 clusters Score -62127.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -629036.437500 Penalty: 5041.880371
	Iteration 0F: 2 clusters Score -629036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -622854.375000 Penalty: 10083.760742
	Iteration 0F: 3 clusters Score -622854.4 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -623894.937500 Penalty: 10083.760742
	Iteration 1F: 3 clusters Score -623894.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -624302.250000 Penalty: 10083.760742
	Iteration 2F: 3 clusters Score -624302.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -624626.000000 Penalty: 10083.760742
	Iteration 3F: 3 clusters Score -624626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -624880.312500 Penalty: 10083.760742
	Iteration 4Q: 3 clusters Score -624880.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -625028.750000 Penalty: 10083.760742
	Iteration 5Q: 3 clusters Score -625028.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -625132.562500 Penalty: 10083.760742
	Iteration 6Q: 3 clusters Score -625132.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -625216.062500 Penalty: 10083.760742
	Iteration 7Q: 3 clusters Score -625216.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -625291.500000 Penalty: 10083.760742
	Iteration 8Q: 3 clusters Score -625291.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -625352.437500 Penalty: 10083.760742
	Iteration 9Q: 3 clusters Score -625352.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -625403.500000 Penalty: 10083.760742
	Iteration 10Q: 3 clusters Score -625403.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -625451.812500 Penalty: 10083.760742
	Iteration 11Q: 3 clusters Score -625451.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -625506.625000 Penalty: 10083.760742
	Iteration 12Q: 3 clusters Score -625506.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -625550.187500 Penalty: 10083.760742
	Iteration 13Q: 3 clusters Score -625550.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -625585.875000 Penalty: 10083.760742
	Iteration 14Q: 3 clusters Score -625585.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -625614.500000 Penalty: 10083.760742
	Iteration 15Q: 3 clusters Score -625614.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -625631.312500 Penalty: 10083.760742
	Iteration 16Q: 3 clusters Score -625631.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -625645.437500 Penalty: 10083.760742
	Iteration 17Q: 3 clusters Score -625645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -625656.250000 Penalty: 10083.760742
	Iteration 18Q: 3 clusters Score -625656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -625665.375000 Penalty: 10083.760742
	Iteration 19Q: 3 clusters Score -625665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -625672.250000 Penalty: 10083.760742
	Iteration 20F: 3 clusters Score -625672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -625679.500000 Penalty: 10083.760742
	Iteration 21Q: 3 clusters Score -625679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -625685.562500 Penalty: 10083.760742
	Iteration 22Q: 3 clusters Score -625685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -625690.187500 Penalty: 10083.760742
	Iteration 23Q: 3 clusters Score -625690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -625692.125000 Penalty: 10083.760742
	Iteration 24Q: 3 clusters Score -625692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -625692.500000 Penalty: 10083.760742
	Iteration 25Q: 3 clusters Score -625692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -625692.875000 Penalty: 10083.760742
	Iteration 26Q: 3 clusters Score -625692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -625692.875000 Penalty: 10083.760742
	Iteration 27F: 3 clusters Score -625692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105151 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34189 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23016 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481460 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173635 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62037 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27745 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862416.000000 Penalty: 249784.343750
Iteration 159Q: 30 clusters Score -2.268624e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105149 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34187 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23019 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481459 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27746 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862384.000000 Penalty: 249784.343750
Iteration 160F: 30 clusters Score -2.268624e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105146 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23021 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481459 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62038 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27745 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862272.000000 Penalty: 249784.343750
Iteration 161Q: 30 clusters Score -2.268623e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105141 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29709 members 
Mstep: Class 6 contains 34187 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23025 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22711 members 
Mstep: Class 16 contains 481461 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62040 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27743 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862336.000000 Penalty: 249784.343750
Iteration 162Q: 30 clusters Score -2.268623e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105138 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23028 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22712 members 
Mstep: Class 16 contains 481463 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 62041 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27740 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862496.000000 Penalty: 249784.343750
Iteration 163Q: 30 clusters Score -2.268625e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105132 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23033 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22710 members 
Mstep: Class 16 contains 481465 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62042 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27738 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 164Q: 30 clusters Score -2.268624e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105129 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23034 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22711 members 
Mstep: Class 16 contains 481463 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62045 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27737 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862480.000000 Penalty: 249784.343750
Iteration 165Q: 30 clusters Score -2.268625e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105123 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23038 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22712 members 
Mstep: Class 16 contains 481465 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62048 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27732 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862368.000000 Penalty: 249784.343750
Iteration 166Q: 30 clusters Score -2.268624e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105118 members 
Mstep: Class 4 contains 51693 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23043 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 15767 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22713 members 
Mstep: Class 16 contains 481467 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173633 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62050 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27729 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862544.000000 Penalty: 249784.343750
Iteration 167Q: 30 clusters Score -2.268625e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105114 members 
Mstep: Class 4 contains 51693 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23044 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 15768 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22713 members 
Mstep: Class 16 contains 481473 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173633 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62052 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27725 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862608.000000 Penalty: 249784.343750
Iteration 168Q: 30 clusters Score -2.268626e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105114 members 
Mstep: Class 4 contains 51693 members 
Mstep: Class 5 contains 29704 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23045 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 15767 members 
Mstep: Class 13 contains 63002 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22714 members 
Mstep: Class 16 contains 481475 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62053 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27721 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862432.000000 Penalty: 249784.343750
Iteration 169Q: 30 clusters Score -2.268624e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105112 members 
Mstep: Class 4 contains 51692 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 15768 members 
Mstep: Class 13 contains 63002 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22716 members 
Mstep: Class 16 contains 481480 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 173633 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62053 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27716 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862496.000000 Penalty: 249784.343750
Iteration 170Q: 30 clusters Score -2.268625e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105110 members 
Mstep: Class 4 contains 51692 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23047 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 15767 members 
Mstep: Class 13 contains 63002 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22716 members 
Mstep: Class 16 contains 481485 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173632 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62054 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27711 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862416.000000 Penalty: 249784.343750
Iteration 171Q: 30 clusters Score -2.268624e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105110 members 
Mstep: Class 4 contains 51693 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63002 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22717 members 
Mstep: Class 16 contains 481487 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62054 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27707 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862448.000000 Penalty: 249784.343750
Iteration 172Q: 30 clusters Score -2.268624e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105110 members 
Mstep: Class 4 contains 51692 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63002 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22721 members 
Mstep: Class 16 contains 481489 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62055 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27700 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862448.000000 Penalty: 249784.343750
Iteration 173Q: 30 clusters Score -2.268624e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51692 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63003 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62055 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27694 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862352.000000 Penalty: 249784.343750
Iteration 174Q: 30 clusters Score -2.268624e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51692 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22721 members 
Mstep: Class 16 contains 481500 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62055 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27690 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 175Q: 30 clusters Score -2.268624e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51692 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481501 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62057 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27688 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862352.000000 Penalty: 249784.343750
Iteration 176Q: 30 clusters Score -2.268624e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51691 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481499 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62061 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27687 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 177Q: 30 clusters Score -2.268624e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23049 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22721 members 
Mstep: Class 16 contains 481502 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173631 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62059 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27686 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 178Q: 30 clusters Score -2.268624e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29706 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23050 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15766 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22721 members 
Mstep: Class 16 contains 481501 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173632 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62059 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27686 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862384.000000 Penalty: 249784.343750
Iteration 179Q: 30 clusters Score -2.268624e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29707 members 
Mstep: Class 6 contains 34186 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23051 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481498 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173633 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62062 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27685 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862368.000000 Penalty: 249784.343750
Iteration 180F: 30 clusters Score -2.268624e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105110 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23051 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15764 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62063 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27684 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862336.000000 Penalty: 249784.343750
Iteration 181Q: 30 clusters Score -2.268623e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105110 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15764 members 
Mstep: Class 13 contains 63005 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481498 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62063 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862480.000000 Penalty: 249784.343750
Iteration 182Q: 30 clusters Score -2.268625e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15764 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481498 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62064 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862352.000000 Penalty: 249784.343750
Iteration 183Q: 30 clusters Score -2.268624e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63004 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481496 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62065 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 184Q: 30 clusters Score -2.268624e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63005 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62063 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862400.000000 Penalty: 249784.343750
Iteration 185Q: 30 clusters Score -2.268624e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62062 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862416.000000 Penalty: 249784.343750
Iteration 186Q: 30 clusters Score -2.268624e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62062 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -226862416.000000 Penalty: 249784.343750
Iteration 187F: 30 clusters Score -2.268624e+08 nChanged 0
Entering ConstructFrom: 
Score: -226862416.000000 Penalty: 249784.343750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -372590.375000 Penalty: 4755.110840
	Iteration 0F: 2 clusters Score -372590.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -367441.093750 Penalty: 9510.221680
	Iteration 0F: 3 clusters Score -367441.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -369143.625000 Penalty: 9510.221680
	Iteration 1F: 3 clusters Score -369143.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -371628.781250 Penalty: 9510.221680
	Iteration 2F: 3 clusters Score -371628.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -373370.625000 Penalty: 9510.221680
	Iteration 3F: 3 clusters Score -373370.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -374146.093750 Penalty: 9510.221680
	Iteration 4F: 3 clusters Score -374146.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -374432.812500 Penalty: 9510.221680
	Iteration 5Q: 3 clusters Score -374432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -374498.937500 Penalty: 9510.221680
	Iteration 6Q: 3 clusters Score -374498.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -374527.843750 Penalty: 9510.221680
	Iteration 7Q: 3 clusters Score -374527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -374543.406250 Penalty: 9510.221680
	Iteration 8Q: 3 clusters Score -374543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -374549.875000 Penalty: 9510.221680
	Iteration 9Q: 3 clusters Score -374549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -374552.031250 Penalty: 9510.221680
	Iteration 10Q: 3 clusters Score -374552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -374553.406250 Penalty: 9510.221680
	Iteration 11Q: 3 clusters Score -374553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -374556.500000 Penalty: 9510.221680
	Iteration 12Q: 3 clusters Score -374556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -374562.468750 Penalty: 9510.221680
	Iteration 13Q: 3 clusters Score -374562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -374563.625000 Penalty: 9510.221680
	Iteration 14Q: 3 clusters Score -374563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -374569.062500 Penalty: 9510.221680
	Iteration 15Q: 3 clusters Score -374569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -374570.875000 Penalty: 9510.221680
	Iteration 16Q: 3 clusters Score -374570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -374572.125000 Penalty: 9510.221680
	Iteration 17Q: 3 clusters Score -374572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -374572.125000 Penalty: 9510.221680
	Iteration 18F: 3 clusters Score -374572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62062 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 641 members 
Entering Unmasked Estep 
Score: -226859392.000000 Penalty: 258397.593750
Splitting cluster 1 changes total score from -226862416.000000 to -226859392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -1853127.875000 Penalty: 5660.804199
	Iteration 0F: 2 clusters Score -1853128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1842721.500000 Penalty: 11321.608398
	Iteration 0F: 3 clusters Score -1842722 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1844995.250000 Penalty: 11321.608398
	Iteration 1F: 3 clusters Score -1844995 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1845596.625000 Penalty: 11321.608398
	Iteration 2F: 3 clusters Score -1845597 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1846141.375000 Penalty: 11321.608398
	Iteration 3F: 3 clusters Score -1846141 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1846852.250000 Penalty: 11321.608398
	Iteration 4F: 3 clusters Score -1846852 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1847975.375000 Penalty: 11321.608398
	Iteration 5F: 3 clusters Score -1847975 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1849366.750000 Penalty: 11321.608398
	Iteration 6F: 3 clusters Score -1849367 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1850470.250000 Penalty: 11321.608398
	Iteration 7F: 3 clusters Score -1850470 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1851069.000000 Penalty: 11321.608398
	Iteration 8F: 3 clusters Score -1851069 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1851366.625000 Penalty: 11321.608398
	Iteration 9Q: 3 clusters Score -1851367 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1851536.500000 Penalty: 11321.608398
	Iteration 10Q: 3 clusters Score -1851536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1851629.125000 Penalty: 11321.608398
	Iteration 11Q: 3 clusters Score -1851629 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1851686.250000 Penalty: 11321.608398
	Iteration 12Q: 3 clusters Score -1851686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1851721.500000 Penalty: 11321.608398
	Iteration 13Q: 3 clusters Score -1851722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1851742.500000 Penalty: 11321.608398
	Iteration 14Q: 3 clusters Score -1851742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1851755.500000 Penalty: 11321.608398
	Iteration 15Q: 3 clusters Score -1851756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1851765.875000 Penalty: 11321.608398
	Iteration 16Q: 3 clusters Score -1851766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1851780.125000 Penalty: 11321.608398
	Iteration 17Q: 3 clusters Score -1851780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1851793.750000 Penalty: 11321.608398
	Iteration 18Q: 3 clusters Score -1851794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1851801.000000 Penalty: 11321.608398
	Iteration 19Q: 3 clusters Score -1851801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1851811.875000 Penalty: 11321.608398
	Iteration 20F: 3 clusters Score -1851812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1851820.125000 Penalty: 11321.608398
	Iteration 21Q: 3 clusters Score -1851820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1851824.375000 Penalty: 11321.608398
	Iteration 22Q: 3 clusters Score -1851824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1851836.750000 Penalty: 11321.608398
	Iteration 23Q: 3 clusters Score -1851837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1851837.125000 Penalty: 11321.608398
	Iteration 24Q: 3 clusters Score -1851837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1851840.875000 Penalty: 11321.608398
	Iteration 25Q: 3 clusters Score -1851841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1851846.250000 Penalty: 11321.608398
	Iteration 26Q: 3 clusters Score -1851846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1851849.625000 Penalty: 11321.608398
	Iteration 27Q: 3 clusters Score -1851850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1851847.875000 Penalty: 11321.608398
	Iteration 28Q: 3 clusters Score -1851848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1851854.750000 Penalty: 11321.608398
	Iteration 29Q: 3 clusters Score -1851855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1851856.500000 Penalty: 11321.608398
	Iteration 30Q: 3 clusters Score -1851856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1851857.750000 Penalty: 11321.608398
	Iteration 31Q: 3 clusters Score -1851858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1851855.875000 Penalty: 11321.608398
	Iteration 32Q: 3 clusters Score -1851856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1851855.875000 Penalty: 11321.608398
	Iteration 33F: 3 clusters Score -1851856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Entering Unmasked Estep 
Score: -18857248.000000 Penalty: 7082.186035
	Iteration 0F: 2 clusters Score -1.885725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -18785744.000000 Penalty: 14164.372070
	Iteration 0F: 3 clusters Score -1.878574e+07 nChanged 47962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -18812336.000000 Penalty: 14164.372070
	Iteration 1F: 3 clusters Score -1.881234e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -18813954.000000 Penalty: 14164.372070
	Iteration 2Q: 3 clusters Score -1.881395e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -18816262.000000 Penalty: 14164.372070
	Iteration 3Q: 3 clusters Score -1.881626e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -18819028.000000 Penalty: 14164.372070
	Iteration 4Q: 3 clusters Score -1.881903e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -18822172.000000 Penalty: 14164.372070
	Iteration 5F: 3 clusters Score -1.882217e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -18825220.000000 Penalty: 14164.372070
	Iteration 6F: 3 clusters Score -1.882522e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -18827866.000000 Penalty: 14164.372070
	Iteration 7F: 3 clusters Score -1.882787e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -18830288.000000 Penalty: 14164.372070
	Iteration 8Q: 3 clusters Score -1.883029e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -18832454.000000 Penalty: 14164.372070
	Iteration 9Q: 3 clusters Score -1.883245e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -18834510.000000 Penalty: 14164.372070
	Iteration 10Q: 3 clusters Score -1.883451e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -18836682.000000 Penalty: 14164.372070
	Iteration 11Q: 3 clusters Score -1.883668e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -18838730.000000 Penalty: 14164.372070
	Iteration 12Q: 3 clusters Score -1.883873e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -18840524.000000 Penalty: 14164.372070
	Iteration 13Q: 3 clusters Score -1.884052e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -18842160.000000 Penalty: 14164.372070
	Iteration 14Q: 3 clusters Score -1.884216e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -18843538.000000 Penalty: 14164.372070
	Iteration 15Q: 3 clusters Score -1.884354e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -18844424.000000 Penalty: 14164.372070
	Iteration 16Q: 3 clusters Score -1.884442e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -18845154.000000 Penalty: 14164.372070
	Iteration 17Q: 3 clusters Score -1.884515e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -18845874.000000 Penalty: 14164.372070
	Iteration 18Q: 3 clusters Score -1.884587e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -18846542.000000 Penalty: 14164.372070
	Iteration 19Q: 3 clusters Score -1.884654e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -18847128.000000 Penalty: 14164.372070
	Iteration 20F: 3 clusters Score -1.884713e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -18847782.000000 Penalty: 14164.372070
	Iteration 21Q: 3 clusters Score -1.884778e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -18848482.000000 Penalty: 14164.372070
	Iteration 22Q: 3 clusters Score -1.884848e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -18849048.000000 Penalty: 14164.372070
	Iteration 23Q: 3 clusters Score -1.884905e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -18849638.000000 Penalty: 14164.372070
	Iteration 24Q: 3 clusters Score -1.884964e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -18850070.000000 Penalty: 14164.372070
	Iteration 25Q: 3 clusters Score -1.885007e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -18850526.000000 Penalty: 14164.372070
	Iteration 26Q: 3 clusters Score -1.885053e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -18850976.000000 Penalty: 14164.372070
	Iteration 27Q: 3 clusters Score -1.885098e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -18851380.000000 Penalty: 14164.372070
	Iteration 28Q: 3 clusters Score -1.885138e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -18851746.000000 Penalty: 14164.372070
	Iteration 29Q: 3 clusters Score -1.885175e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -18852186.000000 Penalty: 14164.372070
	Iteration 30Q: 3 clusters Score -1.885219e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99151 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -18852636.000000 Penalty: 14164.372070
	Iteration 31Q: 3 clusters Score -1.885264e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -18853008.000000 Penalty: 14164.372070
	Iteration 32Q: 3 clusters Score -1.885301e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -18853256.000000 Penalty: 14164.372070
	Iteration 33Q: 3 clusters Score -1.885326e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -18853404.000000 Penalty: 14164.372070
	Iteration 34Q: 3 clusters Score -1.88534e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -18853542.000000 Penalty: 14164.372070
	Iteration 35Q: 3 clusters Score -1.885354e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -18853594.000000 Penalty: 14164.372070
	Iteration 36Q: 3 clusters Score -1.885359e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -18853632.000000 Penalty: 14164.372070
	Iteration 37Q: 3 clusters Score -1.885363e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -18853608.000000 Penalty: 14164.372070
	Iteration 38Q: 3 clusters Score -1.885361e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -18853692.000000 Penalty: 14164.372070
	Iteration 39Q: 3 clusters Score -1.885369e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -18853684.000000 Penalty: 14164.372070
	Iteration 40F: 3 clusters Score -1.885368e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -18853698.000000 Penalty: 14164.372070
	Iteration 41Q: 3 clusters Score -1.88537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -18853718.000000 Penalty: 14164.372070
	Iteration 42Q: 3 clusters Score -1.885372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -18853728.000000 Penalty: 14164.372070
	Iteration 43Q: 3 clusters Score -1.885373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -18853702.000000 Penalty: 14164.372070
	Iteration 44Q: 3 clusters Score -1.88537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18853712.000000 Penalty: 14164.372070
	Iteration 45Q: 3 clusters Score -1.885371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -18853726.000000 Penalty: 14164.372070
	Iteration 46Q: 3 clusters Score -1.885373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -18853740.000000 Penalty: 14164.372070
	Iteration 47Q: 3 clusters Score -1.885374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -18853748.000000 Penalty: 14164.372070
	Iteration 48Q: 3 clusters Score -1.885375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18853758.000000 Penalty: 14164.372070
	Iteration 49Q: 3 clusters Score -1.885376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18853760.000000 Penalty: 14164.372070
	Iteration 50Q: 3 clusters Score -1.885376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18853754.000000 Penalty: 14164.372070
	Iteration 51Q: 3 clusters Score -1.885375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -18853766.000000 Penalty: 14164.372070
	Iteration 52Q: 3 clusters Score -1.885377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -18853766.000000 Penalty: 14164.372070
	Iteration 53Q: 3 clusters Score -1.885377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -18853766.000000 Penalty: 14164.372070
	Iteration 54Q: 3 clusters Score -1.885377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -18853784.000000 Penalty: 14164.372070
	Iteration 55Q: 3 clusters Score -1.885378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -18853792.000000 Penalty: 14164.372070
	Iteration 56Q: 3 clusters Score -1.885379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -18853772.000000 Penalty: 14164.372070
	Iteration 57Q: 3 clusters Score -1.885377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -18853778.000000 Penalty: 14164.372070
	Iteration 58Q: 3 clusters Score -1.885378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -18853778.000000 Penalty: 14164.372070
	Iteration 59F: 3 clusters Score -1.885378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Entering Unmasked Estep 
Score: -9403608.000000 Penalty: 6647.474609
	Iteration 0F: 2 clusters Score -9403608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -9366870.000000 Penalty: 13294.949219
	Iteration 0F: 3 clusters Score -9366870 nChanged 22644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -9378871.000000 Penalty: 13294.949219
	Iteration 1F: 3 clusters Score -9378871 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -9379662.000000 Penalty: 13294.949219
	Iteration 2F: 3 clusters Score -9379662 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -9380350.000000 Penalty: 13294.949219
	Iteration 3Q: 3 clusters Score -9380350 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9380822.000000 Penalty: 13294.949219
	Iteration 4Q: 3 clusters Score -9380822 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -9381294.000000 Penalty: 13294.949219
	Iteration 5Q: 3 clusters Score -9381294 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -9381852.000000 Penalty: 13294.949219
	Iteration 6Q: 3 clusters Score -9381852 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -9382382.000000 Penalty: 13294.949219
	Iteration 7Q: 3 clusters Score -9382382 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -9382927.000000 Penalty: 13294.949219
	Iteration 8Q: 3 clusters Score -9382927 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -9383627.000000 Penalty: 13294.949219
	Iteration 9Q: 3 clusters Score -9383627 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -9384372.000000 Penalty: 13294.949219
	Iteration 10Q: 3 clusters Score -9384372 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -9385343.000000 Penalty: 13294.949219
	Iteration 11Q: 3 clusters Score -9385343 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -9386322.000000 Penalty: 13294.949219
	Iteration 12Q: 3 clusters Score -9386322 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -9387497.000000 Penalty: 13294.949219
	Iteration 13Q: 3 clusters Score -9387497 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -9388721.000000 Penalty: 13294.949219
	Iteration 14Q: 3 clusters Score -9388721 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9389798 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9390848 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9392608 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9393320 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9393830 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9394276 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9394618 nChanged 740
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9394888 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -9395146.000000 Penalty: 13294.949219
	Iteration 24Q: 3 clusters Score -9395146 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -9395317.000000 Penalty: 13294.949219
	Iteration 25Q: 3 clusters Score -9395317 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9395522 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -9395709.000000 Penalty: 13294.949219
	Iteration 27Q: 3 clusters Score -9395709 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -9395833.000000 Penalty: 13294.949219
	Iteration 28Q: 3 clusters Score -9395833 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -9395956.000000 Penalty: 13294.949219
	Iteration 29Q: 3 clusters Score -9395956 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -9396059.000000 Penalty: 13294.949219
	Iteration 30Q: 3 clusters Score -9396059 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9396132.000000 Penalty: 13294.949219
	Iteration 31Q: 3 clusters Score -9396132 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -9396229.000000 Penalty: 13294.949219
	Iteration 32Q: 3 clusters Score -9396229 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -9396264.000000 Penalty: 13294.949219
	Iteration 33Q: 3 clusters Score -9396264 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -9396333.000000 Penalty: 13294.949219
	Iteration 34Q: 3 clusters Score -9396333 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9396418 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -9396481.000000 Penalty: 13294.949219
	Iteration 36Q: 3 clusters Score -9396481 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9396566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -9396608.000000 Penalty: 13294.949219
	Iteration 38Q: 3 clusters Score -9396608 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -9396650.000000 Penalty: 13294.949219
	Iteration 39Q: 3 clusters Score -9396650 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9396668 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9396706 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9396725 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9396756 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9396762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9396797 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9396828 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9396848 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9396896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9396926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9396942 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9396965 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9396970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -9397016.000000 Penalty: 13294.949219
	Iteration 54Q: 3 clusters Score -9397016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -9397018.000000 Penalty: 13294.949219
	Iteration 55Q: 3 clusters Score -9397018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -9397029.000000 Penalty: 13294.949219
	Iteration 56Q: 3 clusters Score -9397029 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9397042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -9397041.000000 Penalty: 13294.949219
	Iteration 58Q: 3 clusters Score -9397041 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -9397033.000000 Penalty: 13294.949219
	Iteration 59Q: 3 clusters Score -9397033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -9397069.000000 Penalty: 13294.949219
	Iteration 60F: 3 clusters Score -9397069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9397081.000000 Penalty: 13294.949219
	Iteration 61Q: 3 clusters Score -9397081 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9397098 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9397098 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -9397116.000000 Penalty: 13294.949219
	Iteration 64Q: 3 clusters Score -9397116 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9352 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9397114 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -9397150.000000 Penalty: 13294.949219
	Iteration 66Q: 3 clusters Score -9397150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -9397141.000000 Penalty: 13294.949219
	Iteration 67Q: 3 clusters Score -9397141 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -9397158.000000 Penalty: 13294.949219
	Iteration 68Q: 3 clusters Score -9397158 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -9397163.000000 Penalty: 13294.949219
	Iteration 69Q: 3 clusters Score -9397163 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -9397162.000000 Penalty: 13294.949219
	Iteration 70Q: 3 clusters Score -9397162 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -9397168.000000 Penalty: 13294.949219
	Iteration 71Q: 3 clusters Score -9397168 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -9397170.000000 Penalty: 13294.949219
	Iteration 72Q: 3 clusters Score -9397170 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -9397173.000000 Penalty: 13294.949219
	Iteration 73Q: 3 clusters Score -9397173 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9397167 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9397170 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -9397174.000000 Penalty: 13294.949219
	Iteration 76Q: 3 clusters Score -9397174 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -9397180.000000 Penalty: 13294.949219
	Iteration 77Q: 3 clusters Score -9397180 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9027 members 
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Entering Unmasked Estep 
Score: -9397183.000000 Penalty: 13294.949219
	Iteration 78Q: 3 clusters Score -9397183 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -9397176.000000 Penalty: 13294.949219
	Iteration 79Q: 3 clusters Score -9397176 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9397173 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9397176 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -9397177.000000 Penalty: 13294.949219
	Iteration 82Q: 3 clusters Score -9397177 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -9397191.000000 Penalty: 13294.949219
	Iteration 83Q: 3 clusters Score -9397191 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8941 members 
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Entering Unmasked Estep 
Score: -9397198.000000 Penalty: 13294.949219
	Iteration 84Q: 3 clusters Score -9397198 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -9397209.000000 Penalty: 13294.949219
	Iteration 85Q: 3 clusters Score -9397209 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9397214 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9397224 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9397217 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -9397229.000000 Penalty: 13294.949219
	Iteration 89Q: 3 clusters Score -9397229 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8801 members 
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Entering Unmasked Estep 
Score: -9397233.000000 Penalty: 13294.949219
	Iteration 90Q: 3 clusters Score -9397233 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8773 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9397220 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8744 members 
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Entering Unmasked Estep 
Score: -9397227.000000 Penalty: 13294.949219
	Iteration 92Q: 3 clusters Score -9397227 nChanged 28
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Mstep: Class 1 contains 8716 members 
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Entering Unmasked Estep 
Score: -9397221.000000 Penalty: 13294.949219
	Iteration 93Q: 3 clusters Score -9397221 nChanged 28
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Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -9397239.000000 Penalty: 13294.949219
	Iteration 94Q: 3 clusters Score -9397239 nChanged 24
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Mstep: Class 1 contains 8670 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9397257 nChanged 30
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Mstep: Class 1 contains 8640 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9397288 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9397294 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9397311 nChanged 42
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Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9397306 nChanged 36
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Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -9397289.000000 Penalty: 13294.949219
	Iteration 100F: 3 clusters Score -9397289 nChanged 31
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Mstep: Class 1 contains 8464 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9397287 nChanged 32
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Entering Unmasked Estep 
Score: -9397312.000000 Penalty: 13294.949219
	Iteration 102Q: 3 clusters Score -9397312 nChanged 25
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Mstep: Class 1 contains 8411 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9397340 nChanged 25
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9397340 nChanged 25
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9397342 nChanged 26
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9397348 nChanged 30
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Entering Unmasked Estep 
Score: -9397339.000000 Penalty: 13294.949219
	Iteration 107Q: 3 clusters Score -9397339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -9397327.000000 Penalty: 13294.949219
	Iteration 108Q: 3 clusters Score -9397327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -9397340.000000 Penalty: 13294.949219
	Iteration 109Q: 3 clusters Score -9397340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -9397320.000000 Penalty: 13294.949219
	Iteration 110Q: 3 clusters Score -9397320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -9397318.000000 Penalty: 13294.949219
	Iteration 111Q: 3 clusters Score -9397318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -9397324.000000 Penalty: 13294.949219
	Iteration 112Q: 3 clusters Score -9397324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -9397309.000000 Penalty: 13294.949219
	Iteration 113Q: 3 clusters Score -9397309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -9397316.000000 Penalty: 13294.949219
	Iteration 114Q: 3 clusters Score -9397316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -9397320.000000 Penalty: 13294.949219
	Iteration 115Q: 3 clusters Score -9397320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -9397326.000000 Penalty: 13294.949219
	Iteration 116Q: 3 clusters Score -9397326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -9397341.000000 Penalty: 13294.949219
	Iteration 117Q: 3 clusters Score -9397341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -9397339.000000 Penalty: 13294.949219
	Iteration 118Q: 3 clusters Score -9397339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -9397345.000000 Penalty: 13294.949219
	Iteration 119Q: 3 clusters Score -9397345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -9397346.000000 Penalty: 13294.949219
	Iteration 120F: 3 clusters Score -9397346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -9397340.000000 Penalty: 13294.949219
	Iteration 121Q: 3 clusters Score -9397340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -9397337.000000 Penalty: 13294.949219
	Iteration 122Q: 3 clusters Score -9397337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -9397341.000000 Penalty: 13294.949219
	Iteration 123Q: 3 clusters Score -9397341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -9397347.000000 Penalty: 13294.949219
	Iteration 124Q: 3 clusters Score -9397347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -9397350.000000 Penalty: 13294.949219
	Iteration 125Q: 3 clusters Score -9397350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -9397346.000000 Penalty: 13294.949219
	Iteration 126Q: 3 clusters Score -9397346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -9397347.000000 Penalty: 13294.949219
	Iteration 127Q: 3 clusters Score -9397347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -9397344.000000 Penalty: 13294.949219
	Iteration 128Q: 3 clusters Score -9397344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -9397336.000000 Penalty: 13294.949219
	Iteration 129Q: 3 clusters Score -9397336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -9397344.000000 Penalty: 13294.949219
	Iteration 130Q: 3 clusters Score -9397344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -9397357.000000 Penalty: 13294.949219
	Iteration 131Q: 3 clusters Score -9397357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -9397351.000000 Penalty: 13294.949219
	Iteration 132Q: 3 clusters Score -9397351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -9397352.000000 Penalty: 13294.949219
	Iteration 133Q: 3 clusters Score -9397352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -9397349.000000 Penalty: 13294.949219
	Iteration 134Q: 3 clusters Score -9397349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -9397351.000000 Penalty: 13294.949219
	Iteration 135Q: 3 clusters Score -9397351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -9397353.000000 Penalty: 13294.949219
	Iteration 136Q: 3 clusters Score -9397353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -9397350.000000 Penalty: 13294.949219
	Iteration 137Q: 3 clusters Score -9397350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -9397354.000000 Penalty: 13294.949219
	Iteration 138Q: 3 clusters Score -9397354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -9397356.000000 Penalty: 13294.949219
	Iteration 139Q: 3 clusters Score -9397356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -9397361.000000 Penalty: 13294.949219
	Iteration 140F: 3 clusters Score -9397361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -9397357.000000 Penalty: 13294.949219
	Iteration 141Q: 3 clusters Score -9397357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -9397358.000000 Penalty: 13294.949219
	Iteration 142Q: 3 clusters Score -9397358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9397365.000000 Penalty: 13294.949219
	Iteration 143Q: 3 clusters Score -9397365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -9397363.000000 Penalty: 13294.949219
	Iteration 144Q: 3 clusters Score -9397363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -9397363.000000 Penalty: 13294.949219
	Iteration 145Q: 3 clusters Score -9397363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -9397356.000000 Penalty: 13294.949219
	Iteration 146Q: 3 clusters Score -9397356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -9397365.000000 Penalty: 13294.949219
	Iteration 147Q: 3 clusters Score -9397365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -9397363.000000 Penalty: 13294.949219
	Iteration 148Q: 3 clusters Score -9397363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -9397360.000000 Penalty: 13294.949219
	Iteration 149Q: 3 clusters Score -9397360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -9397367.000000 Penalty: 13294.949219
	Iteration 150Q: 3 clusters Score -9397367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9397368.000000 Penalty: 13294.949219
	Iteration 151Q: 3 clusters Score -9397368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9397366.000000 Penalty: 13294.949219
	Iteration 152Q: 3 clusters Score -9397366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -9397369.000000 Penalty: 13294.949219
	Iteration 153Q: 3 clusters Score -9397369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -9397369.000000 Penalty: 13294.949219
	Iteration 154F: 3 clusters Score -9397369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Entering Unmasked Estep 
Score: -5379942.500000 Penalty: 6308.242676
	Iteration 0F: 2 clusters Score -5379942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5357325.500000 Penalty: 12616.485352
	Iteration 0F: 3 clusters Score -5357326 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -5363851.000000 Penalty: 12616.485352
	Iteration 1F: 3 clusters Score -5363851 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5364614.500000 Penalty: 12616.485352
	Iteration 2F: 3 clusters Score -5364614 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5365222.500000 Penalty: 12616.485352
	Iteration 3Q: 3 clusters Score -5365222 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -5365775.000000 Penalty: 12616.485352
	Iteration 4Q: 3 clusters Score -5365775 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -5366287.000000 Penalty: 12616.485352
	Iteration 5Q: 3 clusters Score -5366287 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5366887.000000 Penalty: 12616.485352
	Iteration 6Q: 3 clusters Score -5366887 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -5367517.500000 Penalty: 12616.485352
	Iteration 7Q: 3 clusters Score -5367518 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5368165.000000 Penalty: 12616.485352
	Iteration 8Q: 3 clusters Score -5368165 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5368944.000000 Penalty: 12616.485352
	Iteration 9Q: 3 clusters Score -5368944 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5369685.000000 Penalty: 12616.485352
	Iteration 10Q: 3 clusters Score -5369685 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5370454.500000 Penalty: 12616.485352
	Iteration 11Q: 3 clusters Score -5370454 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -5371122.500000 Penalty: 12616.485352
	Iteration 12Q: 3 clusters Score -5371122 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5371752.000000 Penalty: 12616.485352
	Iteration 13Q: 3 clusters Score -5371752 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5372243.000000 Penalty: 12616.485352
	Iteration 14Q: 3 clusters Score -5372243 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5372579.500000 Penalty: 12616.485352
	Iteration 15Q: 3 clusters Score -5372580 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5372881.000000 Penalty: 12616.485352
	Iteration 16Q: 3 clusters Score -5372881 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5373126.500000 Penalty: 12616.485352
	Iteration 17Q: 3 clusters Score -5373126 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5373326.000000 Penalty: 12616.485352
	Iteration 18Q: 3 clusters Score -5373326 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -5373495.500000 Penalty: 12616.485352
	Iteration 19Q: 3 clusters Score -5373496 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -5373671.000000 Penalty: 12616.485352
	Iteration 20F: 3 clusters Score -5373671 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5373801.000000 Penalty: 12616.485352
	Iteration 21Q: 3 clusters Score -5373801 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -5373908.500000 Penalty: 12616.485352
	Iteration 22Q: 3 clusters Score -5373908 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5373988.500000 Penalty: 12616.485352
	Iteration 23Q: 3 clusters Score -5373988 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5374058.500000 Penalty: 12616.485352
	Iteration 24Q: 3 clusters Score -5374058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5374124.500000 Penalty: 12616.485352
	Iteration 25Q: 3 clusters Score -5374124 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5374183.500000 Penalty: 12616.485352
	Iteration 26Q: 3 clusters Score -5374184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5374228.500000 Penalty: 12616.485352
	Iteration 27Q: 3 clusters Score -5374228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5374262.500000 Penalty: 12616.485352
	Iteration 28Q: 3 clusters Score -5374262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5374294.000000 Penalty: 12616.485352
	Iteration 29Q: 3 clusters Score -5374294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5374316.500000 Penalty: 12616.485352
	Iteration 30Q: 3 clusters Score -5374316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5374343.500000 Penalty: 12616.485352
	Iteration 31Q: 3 clusters Score -5374344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5374371.000000 Penalty: 12616.485352
	Iteration 32Q: 3 clusters Score -5374371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5374382.500000 Penalty: 12616.485352
	Iteration 33Q: 3 clusters Score -5374382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5374406.000000 Penalty: 12616.485352
	Iteration 34Q: 3 clusters Score -5374406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -5374410.000000 Penalty: 12616.485352
	Iteration 35Q: 3 clusters Score -5374410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5374409.500000 Penalty: 12616.485352
	Iteration 36Q: 3 clusters Score -5374410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -5374417.500000 Penalty: 12616.485352
	Iteration 37Q: 3 clusters Score -5374418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5374422.500000 Penalty: 12616.485352
	Iteration 38Q: 3 clusters Score -5374422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5374427.500000 Penalty: 12616.485352
	Iteration 39Q: 3 clusters Score -5374428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -5374428.000000 Penalty: 12616.485352
	Iteration 40F: 3 clusters Score -5374428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5374434.500000 Penalty: 12616.485352
	Iteration 41Q: 3 clusters Score -5374434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5374438.500000 Penalty: 12616.485352
	Iteration 42Q: 3 clusters Score -5374438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5374447.000000 Penalty: 12616.485352
	Iteration 43Q: 3 clusters Score -5374447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5374457.000000 Penalty: 12616.485352
	Iteration 44Q: 3 clusters Score -5374457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5374463.500000 Penalty: 12616.485352
	Iteration 45Q: 3 clusters Score -5374464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5374464.500000 Penalty: 12616.485352
	Iteration 46Q: 3 clusters Score -5374464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -5374486.000000 Penalty: 12616.485352
	Iteration 47Q: 3 clusters Score -5374486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5374495.500000 Penalty: 12616.485352
	Iteration 48Q: 3 clusters Score -5374496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -5374484.500000 Penalty: 12616.485352
	Iteration 49Q: 3 clusters Score -5374484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -5374489.000000 Penalty: 12616.485352
	Iteration 50Q: 3 clusters Score -5374489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5374492.000000 Penalty: 12616.485352
	Iteration 51Q: 3 clusters Score -5374492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5374485.000000 Penalty: 12616.485352
	Iteration 52Q: 3 clusters Score -5374485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5374496.000000 Penalty: 12616.485352
	Iteration 53Q: 3 clusters Score -5374496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -5374486.000000 Penalty: 12616.485352
	Iteration 54Q: 3 clusters Score -5374486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5374487.000000 Penalty: 12616.485352
	Iteration 55Q: 3 clusters Score -5374487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5374494.500000 Penalty: 12616.485352
	Iteration 56Q: 3 clusters Score -5374494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5374500.500000 Penalty: 12616.485352
	Iteration 57Q: 3 clusters Score -5374500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -5374505.500000 Penalty: 12616.485352
	Iteration 58Q: 3 clusters Score -5374506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5374521.500000 Penalty: 12616.485352
	Iteration 59Q: 3 clusters Score -5374522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5374523.500000 Penalty: 12616.485352
	Iteration 60F: 3 clusters Score -5374524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5374539.000000 Penalty: 12616.485352
	Iteration 61Q: 3 clusters Score -5374539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5374529.500000 Penalty: 12616.485352
	Iteration 62Q: 3 clusters Score -5374530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5374534.000000 Penalty: 12616.485352
	Iteration 63Q: 3 clusters Score -5374534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5374536.500000 Penalty: 12616.485352
	Iteration 64Q: 3 clusters Score -5374536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5374549.000000 Penalty: 12616.485352
	Iteration 65Q: 3 clusters Score -5374549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5374547.000000 Penalty: 12616.485352
	Iteration 66Q: 3 clusters Score -5374547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5374549.000000 Penalty: 12616.485352
	Iteration 67Q: 3 clusters Score -5374549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5374557.000000 Penalty: 12616.485352
	Iteration 68Q: 3 clusters Score -5374557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5374551.500000 Penalty: 12616.485352
	Iteration 69Q: 3 clusters Score -5374552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5374560.000000 Penalty: 12616.485352
	Iteration 70Q: 3 clusters Score -5374560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5374572.000000 Penalty: 12616.485352
	Iteration 71Q: 3 clusters Score -5374572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -5374575.500000 Penalty: 12616.485352
	Iteration 72Q: 3 clusters Score -5374576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -5374566.500000 Penalty: 12616.485352
	Iteration 73Q: 3 clusters Score -5374566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5374580.000000 Penalty: 12616.485352
	Iteration 74Q: 3 clusters Score -5374580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5374581.000000 Penalty: 12616.485352
	Iteration 75Q: 3 clusters Score -5374581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5374587.000000 Penalty: 12616.485352
	Iteration 76Q: 3 clusters Score -5374587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5374584.000000 Penalty: 12616.485352
	Iteration 77Q: 3 clusters Score -5374584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5374585.000000 Penalty: 12616.485352
	Iteration 78Q: 3 clusters Score -5374585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5374579.500000 Penalty: 12616.485352
	Iteration 79Q: 3 clusters Score -5374580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5374591.500000 Penalty: 12616.485352
	Iteration 80F: 3 clusters Score -5374592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -5374597.500000 Penalty: 12616.485352
	Iteration 81Q: 3 clusters Score -5374598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5374597.000000 Penalty: 12616.485352
	Iteration 82Q: 3 clusters Score -5374597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -5374612.000000 Penalty: 12616.485352
	Iteration 83Q: 3 clusters Score -5374612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5374610.500000 Penalty: 12616.485352
	Iteration 84Q: 3 clusters Score -5374610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5374613.000000 Penalty: 12616.485352
	Iteration 85Q: 3 clusters Score -5374613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5374616.500000 Penalty: 12616.485352
	Iteration 86Q: 3 clusters Score -5374616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5374619.500000 Penalty: 12616.485352
	Iteration 87Q: 3 clusters Score -5374620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5374614.000000 Penalty: 12616.485352
	Iteration 88Q: 3 clusters Score -5374614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5374612.000000 Penalty: 12616.485352
	Iteration 89Q: 3 clusters Score -5374612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5374610.000000 Penalty: 12616.485352
	Iteration 90Q: 3 clusters Score -5374610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5374611.000000 Penalty: 12616.485352
	Iteration 91Q: 3 clusters Score -5374611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5374611.500000 Penalty: 12616.485352
	Iteration 92Q: 3 clusters Score -5374612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5374616.000000 Penalty: 12616.485352
	Iteration 93Q: 3 clusters Score -5374616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5374620.500000 Penalty: 12616.485352
	Iteration 94Q: 3 clusters Score -5374620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5374626.500000 Penalty: 12616.485352
	Iteration 95Q: 3 clusters Score -5374626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -5374631.500000 Penalty: 12616.485352
	Iteration 96Q: 3 clusters Score -5374632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5374633.500000 Penalty: 12616.485352
	Iteration 97Q: 3 clusters Score -5374634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5374628.500000 Penalty: 12616.485352
	Iteration 98Q: 3 clusters Score -5374628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -5374629.500000 Penalty: 12616.485352
	Iteration 99Q: 3 clusters Score -5374630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -5374629.500000 Penalty: 12616.485352
	Iteration 100F: 3 clusters Score -5374630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Entering Unmasked Estep 
Score: -6171231.500000 Penalty: 6394.219238
	Iteration 0F: 2 clusters Score -6171232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -6145672.500000 Penalty: 12788.438477
	Iteration 0F: 3 clusters Score -6145672 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6153138.000000 Penalty: 12788.438477
	Iteration 1F: 3 clusters Score -6153138 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6153817.500000 Penalty: 12788.438477
	Iteration 2F: 3 clusters Score -6153818 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -6154333.000000 Penalty: 12788.438477
	Iteration 3Q: 3 clusters Score -6154333 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6154729.500000 Penalty: 12788.438477
	Iteration 4Q: 3 clusters Score -6154730 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -6155044.500000 Penalty: 12788.438477
	Iteration 5Q: 3 clusters Score -6155044 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6155285.500000 Penalty: 12788.438477
	Iteration 6Q: 3 clusters Score -6155286 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -6155518.000000 Penalty: 12788.438477
	Iteration 7Q: 3 clusters Score -6155518 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -6155779.500000 Penalty: 12788.438477
	Iteration 8Q: 3 clusters Score -6155780 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -6156032.000000 Penalty: 12788.438477
	Iteration 9Q: 3 clusters Score -6156032 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -6156339.000000 Penalty: 12788.438477
	Iteration 10Q: 3 clusters Score -6156339 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6156649.500000 Penalty: 12788.438477
	Iteration 11Q: 3 clusters Score -6156650 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -6157024.000000 Penalty: 12788.438477
	Iteration 12Q: 3 clusters Score -6157024 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -6157563.500000 Penalty: 12788.438477
	Iteration 13Q: 3 clusters Score -6157564 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -6158186.500000 Penalty: 12788.438477
	Iteration 14Q: 3 clusters Score -6158186 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -6159034.000000 Penalty: 12788.438477
	Iteration 15Q: 3 clusters Score -6159034 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6159981.500000 Penalty: 12788.438477
	Iteration 16Q: 3 clusters Score -6159982 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -6161036.500000 Penalty: 12788.438477
	Iteration 17Q: 3 clusters Score -6161036 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -6162103.500000 Penalty: 12788.438477
	Iteration 18Q: 3 clusters Score -6162104 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -6163115.500000 Penalty: 12788.438477
	Iteration 19Q: 3 clusters Score -6163116 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -6163890.500000 Penalty: 12788.438477
	Iteration 20F: 3 clusters Score -6163890 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -6164438.500000 Penalty: 12788.438477
	Iteration 21Q: 3 clusters Score -6164438 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -6164859.500000 Penalty: 12788.438477
	Iteration 22Q: 3 clusters Score -6164860 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -6165107.000000 Penalty: 12788.438477
	Iteration 23Q: 3 clusters Score -6165107 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6165260.500000 Penalty: 12788.438477
	Iteration 24Q: 3 clusters Score -6165260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6165391.500000 Penalty: 12788.438477
	Iteration 25Q: 3 clusters Score -6165392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6165448.500000 Penalty: 12788.438477
	Iteration 26Q: 3 clusters Score -6165448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6165476.000000 Penalty: 12788.438477
	Iteration 27Q: 3 clusters Score -6165476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -6165498.500000 Penalty: 12788.438477
	Iteration 28Q: 3 clusters Score -6165498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -6165499.000000 Penalty: 12788.438477
	Iteration 29Q: 3 clusters Score -6165499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -6165503.000000 Penalty: 12788.438477
	Iteration 30Q: 3 clusters Score -6165503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -6165510.500000 Penalty: 12788.438477
	Iteration 31Q: 3 clusters Score -6165510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6165520.500000 Penalty: 12788.438477
	Iteration 32Q: 3 clusters Score -6165520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -6165533.500000 Penalty: 12788.438477
	Iteration 33Q: 3 clusters Score -6165534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6165545.000000 Penalty: 12788.438477
	Iteration 34Q: 3 clusters Score -6165545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -6165560.500000 Penalty: 12788.438477
	Iteration 35Q: 3 clusters Score -6165560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6165567.500000 Penalty: 12788.438477
	Iteration 36Q: 3 clusters Score -6165568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6165571.000000 Penalty: 12788.438477
	Iteration 37Q: 3 clusters Score -6165571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -6165579.000000 Penalty: 12788.438477
	Iteration 38Q: 3 clusters Score -6165579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6165584.000000 Penalty: 12788.438477
	Iteration 39Q: 3 clusters Score -6165584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6165594.000000 Penalty: 12788.438477
	Iteration 40F: 3 clusters Score -6165594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -6165595.000000 Penalty: 12788.438477
	Iteration 41Q: 3 clusters Score -6165595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -6165600.000000 Penalty: 12788.438477
	Iteration 42Q: 3 clusters Score -6165600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -6165601.500000 Penalty: 12788.438477
	Iteration 43Q: 3 clusters Score -6165602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -6165602.000000 Penalty: 12788.438477
	Iteration 44Q: 3 clusters Score -6165602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -6165602.000000 Penalty: 12788.438477
	Iteration 45F: 3 clusters Score -6165602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -1322583.500000 Penalty: 5465.454590
	Iteration 0F: 2 clusters Score -1322584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1313976.125000 Penalty: 10930.909180
	Iteration 0F: 3 clusters Score -1313976 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1315605.875000 Penalty: 10930.909180
	Iteration 1F: 3 clusters Score -1315606 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1315935.500000 Penalty: 10930.909180
	Iteration 2F: 3 clusters Score -1315936 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1316104.125000 Penalty: 10930.909180
	Iteration 3Q: 3 clusters Score -1316104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1316235.250000 Penalty: 10930.909180
	Iteration 4Q: 3 clusters Score -1316235 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1316342.625000 Penalty: 10930.909180
	Iteration 5Q: 3 clusters Score -1316343 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1316423.250000 Penalty: 10930.909180
	Iteration 6Q: 3 clusters Score -1316423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1316492.875000 Penalty: 10930.909180
	Iteration 7Q: 3 clusters Score -1316493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1316548.125000 Penalty: 10930.909180
	Iteration 8Q: 3 clusters Score -1316548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1316594.000000 Penalty: 10930.909180
	Iteration 9Q: 3 clusters Score -1316594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1316630.000000 Penalty: 10930.909180
	Iteration 10Q: 3 clusters Score -1316630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1316672.625000 Penalty: 10930.909180
	Iteration 11Q: 3 clusters Score -1316673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1316715.500000 Penalty: 10930.909180
	Iteration 12Q: 3 clusters Score -1316716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1316765.125000 Penalty: 10930.909180
	Iteration 13Q: 3 clusters Score -1316765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1316810.625000 Penalty: 10930.909180
	Iteration 14Q: 3 clusters Score -1316811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1316873.875000 Penalty: 10930.909180
	Iteration 15Q: 3 clusters Score -1316874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1316938.625000 Penalty: 10930.909180
	Iteration 16Q: 3 clusters Score -1316939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1317019.875000 Penalty: 10930.909180
	Iteration 17Q: 3 clusters Score -1317020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1317137.875000 Penalty: 10930.909180
	Iteration 18Q: 3 clusters Score -1317138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1317238.750000 Penalty: 10930.909180
	Iteration 19Q: 3 clusters Score -1317239 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1317337.500000 Penalty: 10930.909180
	Iteration 20F: 3 clusters Score -1317338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1317463.500000 Penalty: 10930.909180
	Iteration 21Q: 3 clusters Score -1317464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1317574.625000 Penalty: 10930.909180
	Iteration 22Q: 3 clusters Score -1317575 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1317674.000000 Penalty: 10930.909180
	Iteration 23Q: 3 clusters Score -1317674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1317760.125000 Penalty: 10930.909180
	Iteration 24Q: 3 clusters Score -1317760 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1317851.875000 Penalty: 10930.909180
	Iteration 25Q: 3 clusters Score -1317852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1317947.625000 Penalty: 10930.909180
	Iteration 26Q: 3 clusters Score -1317948 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1318077.250000 Penalty: 10930.909180
	Iteration 27Q: 3 clusters Score -1318077 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1318283.000000 Penalty: 10930.909180
	Iteration 28Q: 3 clusters Score -1318283 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1318509.375000 Penalty: 10930.909180
	Iteration 29Q: 3 clusters Score -1318509 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1318714.750000 Penalty: 10930.909180
	Iteration 30Q: 3 clusters Score -1318715 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1318897.625000 Penalty: 10930.909180
	Iteration 31Q: 3 clusters Score -1318898 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1319059.250000 Penalty: 10930.909180
	Iteration 32Q: 3 clusters Score -1319059 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1319205.125000 Penalty: 10930.909180
	Iteration 33Q: 3 clusters Score -1319205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1319319.250000 Penalty: 10930.909180
	Iteration 34Q: 3 clusters Score -1319319 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1319410.125000 Penalty: 10930.909180
	Iteration 35Q: 3 clusters Score -1319410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1319505.875000 Penalty: 10930.909180
	Iteration 36Q: 3 clusters Score -1319506 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1319586.375000 Penalty: 10930.909180
	Iteration 37Q: 3 clusters Score -1319586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1319641.750000 Penalty: 10930.909180
	Iteration 38Q: 3 clusters Score -1319642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1319687.125000 Penalty: 10930.909180
	Iteration 39Q: 3 clusters Score -1319687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1319711.125000 Penalty: 10930.909180
	Iteration 40F: 3 clusters Score -1319711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1319730.250000 Penalty: 10930.909180
	Iteration 41Q: 3 clusters Score -1319730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1319749.625000 Penalty: 10930.909180
	Iteration 42Q: 3 clusters Score -1319750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1319761.375000 Penalty: 10930.909180
	Iteration 43Q: 3 clusters Score -1319761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1319780.500000 Penalty: 10930.909180
	Iteration 44Q: 3 clusters Score -1319780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1319792.500000 Penalty: 10930.909180
	Iteration 45Q: 3 clusters Score -1319792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1319802.875000 Penalty: 10930.909180
	Iteration 46Q: 3 clusters Score -1319803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1319813.750000 Penalty: 10930.909180
	Iteration 47Q: 3 clusters Score -1319814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1319824.500000 Penalty: 10930.909180
	Iteration 48Q: 3 clusters Score -1319824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1319827.750000 Penalty: 10930.909180
	Iteration 49Q: 3 clusters Score -1319828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1319833.750000 Penalty: 10930.909180
	Iteration 50Q: 3 clusters Score -1319834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1319839.375000 Penalty: 10930.909180
	Iteration 51Q: 3 clusters Score -1319839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1319843.000000 Penalty: 10930.909180
	Iteration 52Q: 3 clusters Score -1319843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1319853.250000 Penalty: 10930.909180
	Iteration 53Q: 3 clusters Score -1319853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1319856.375000 Penalty: 10930.909180
	Iteration 54Q: 3 clusters Score -1319856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1319857.375000 Penalty: 10930.909180
	Iteration 55Q: 3 clusters Score -1319857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1319864.625000 Penalty: 10930.909180
	Iteration 56Q: 3 clusters Score -1319865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1319865.250000 Penalty: 10930.909180
	Iteration 57Q: 3 clusters Score -1319865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1319868.125000 Penalty: 10930.909180
	Iteration 58Q: 3 clusters Score -1319868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1319869.375000 Penalty: 10930.909180
	Iteration 59Q: 3 clusters Score -1319869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1319869.375000 Penalty: 10930.909180
	Iteration 60F: 3 clusters Score -1319869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -1307281.500000 Penalty: 5468.548828
	Iteration 0F: 2 clusters Score -1307282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1298534.625000 Penalty: 10937.097656
	Iteration 0F: 3 clusters Score -1298535 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1300189.875000 Penalty: 10937.097656
	Iteration 1F: 3 clusters Score -1300190 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1300641.375000 Penalty: 10937.097656
	Iteration 2F: 3 clusters Score -1300641 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1301016.250000 Penalty: 10937.097656
	Iteration 3F: 3 clusters Score -1301016 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1301342.250000 Penalty: 10937.097656
	Iteration 4Q: 3 clusters Score -1301342 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1301627.125000 Penalty: 10937.097656
	Iteration 5Q: 3 clusters Score -1301627 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1301876.625000 Penalty: 10937.097656
	Iteration 6Q: 3 clusters Score -1301877 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1302101.750000 Penalty: 10937.097656
	Iteration 7Q: 3 clusters Score -1302102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1302316.750000 Penalty: 10937.097656
	Iteration 8Q: 3 clusters Score -1302317 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1302525.750000 Penalty: 10937.097656
	Iteration 9Q: 3 clusters Score -1302526 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1302740.750000 Penalty: 10937.097656
	Iteration 10Q: 3 clusters Score -1302741 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1302909.375000 Penalty: 10937.097656
	Iteration 11Q: 3 clusters Score -1302909 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1303077.500000 Penalty: 10937.097656
	Iteration 12Q: 3 clusters Score -1303078 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1303206.000000 Penalty: 10937.097656
	Iteration 13Q: 3 clusters Score -1303206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1303298.375000 Penalty: 10937.097656
	Iteration 14Q: 3 clusters Score -1303298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1303372.750000 Penalty: 10937.097656
	Iteration 15Q: 3 clusters Score -1303373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1303427.000000 Penalty: 10937.097656
	Iteration 16Q: 3 clusters Score -1303427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1303476.875000 Penalty: 10937.097656
	Iteration 17Q: 3 clusters Score -1303477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1303521.125000 Penalty: 10937.097656
	Iteration 18Q: 3 clusters Score -1303521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1303546.875000 Penalty: 10937.097656
	Iteration 19Q: 3 clusters Score -1303547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1303566.875000 Penalty: 10937.097656
	Iteration 20F: 3 clusters Score -1303567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1303589.750000 Penalty: 10937.097656
	Iteration 21Q: 3 clusters Score -1303590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1303606.625000 Penalty: 10937.097656
	Iteration 22Q: 3 clusters Score -1303607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1303618.750000 Penalty: 10937.097656
	Iteration 23Q: 3 clusters Score -1303619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1303629.375000 Penalty: 10937.097656
	Iteration 24Q: 3 clusters Score -1303629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1303640.250000 Penalty: 10937.097656
	Iteration 25Q: 3 clusters Score -1303640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1303648.125000 Penalty: 10937.097656
	Iteration 26Q: 3 clusters Score -1303648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1303647.625000 Penalty: 10937.097656
	Iteration 27Q: 3 clusters Score -1303648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1303653.875000 Penalty: 10937.097656
	Iteration 28Q: 3 clusters Score -1303654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1303658.500000 Penalty: 10937.097656
	Iteration 29Q: 3 clusters Score -1303658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1303657.250000 Penalty: 10937.097656
	Iteration 30Q: 3 clusters Score -1303657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1303658.875000 Penalty: 10937.097656
	Iteration 31Q: 3 clusters Score -1303659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1303659.875000 Penalty: 10937.097656
	Iteration 32Q: 3 clusters Score -1303660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1303658.125000 Penalty: 10937.097656
	Iteration 33Q: 3 clusters Score -1303658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1303659.500000 Penalty: 10937.097656
	Iteration 34Q: 3 clusters Score -1303660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1303659.125000 Penalty: 10937.097656
	Iteration 35Q: 3 clusters Score -1303659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1303662.000000 Penalty: 10937.097656
	Iteration 36Q: 3 clusters Score -1303662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1303662.000000 Penalty: 10937.097656
	Iteration 37F: 3 clusters Score -1303662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Entering Unmasked Estep 
Score: -3937161.250000 Penalty: 6152.873535
	Iteration 0F: 2 clusters Score -3937161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3918723.250000 Penalty: 12305.747070
	Iteration 0F: 3 clusters Score -3918723 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3923816.000000 Penalty: 12305.747070
	Iteration 1F: 3 clusters Score -3923816 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3924631.500000 Penalty: 12305.747070
	Iteration 2F: 3 clusters Score -3924632 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3925255.500000 Penalty: 12305.747070
	Iteration 3F: 3 clusters Score -3925256 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3925813.000000 Penalty: 12305.747070
	Iteration 4Q: 3 clusters Score -3925813 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3926406.000000 Penalty: 12305.747070
	Iteration 5Q: 3 clusters Score -3926406 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3927063.250000 Penalty: 12305.747070
	Iteration 6Q: 3 clusters Score -3927063 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3927724.250000 Penalty: 12305.747070
	Iteration 7Q: 3 clusters Score -3927724 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3928336.500000 Penalty: 12305.747070
	Iteration 8Q: 3 clusters Score -3928336 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3928874.000000 Penalty: 12305.747070
	Iteration 9Q: 3 clusters Score -3928874 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3929404.750000 Penalty: 12305.747070
	Iteration 10Q: 3 clusters Score -3929405 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3929905.000000 Penalty: 12305.747070
	Iteration 11Q: 3 clusters Score -3929905 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3930327.000000 Penalty: 12305.747070
	Iteration 12Q: 3 clusters Score -3930327 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3930682.000000 Penalty: 12305.747070
	Iteration 13Q: 3 clusters Score -3930682 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3930928.750000 Penalty: 12305.747070
	Iteration 14Q: 3 clusters Score -3930929 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3931103.000000 Penalty: 12305.747070
	Iteration 15Q: 3 clusters Score -3931103 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3931271.000000 Penalty: 12305.747070
	Iteration 16Q: 3 clusters Score -3931271 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3931416.750000 Penalty: 12305.747070
	Iteration 17Q: 3 clusters Score -3931417 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3931509.000000 Penalty: 12305.747070
	Iteration 18Q: 3 clusters Score -3931509 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3931575.500000 Penalty: 12305.747070
	Iteration 19Q: 3 clusters Score -3931576 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3931643.500000 Penalty: 12305.747070
	Iteration 20F: 3 clusters Score -3931644 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3931701.750000 Penalty: 12305.747070
	Iteration 21Q: 3 clusters Score -3931702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3931732.250000 Penalty: 12305.747070
	Iteration 22Q: 3 clusters Score -3931732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3931754.000000 Penalty: 12305.747070
	Iteration 23Q: 3 clusters Score -3931754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3931791.000000 Penalty: 12305.747070
	Iteration 24Q: 3 clusters Score -3931791 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3931811.750000 Penalty: 12305.747070
	Iteration 25Q: 3 clusters Score -3931812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3931824.500000 Penalty: 12305.747070
	Iteration 26Q: 3 clusters Score -3931824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3931844.000000 Penalty: 12305.747070
	Iteration 27Q: 3 clusters Score -3931844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3931845.000000 Penalty: 12305.747070
	Iteration 28Q: 3 clusters Score -3931845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3931850.500000 Penalty: 12305.747070
	Iteration 29Q: 3 clusters Score -3931850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3931873.000000 Penalty: 12305.747070
	Iteration 30Q: 3 clusters Score -3931873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3931880.750000 Penalty: 12305.747070
	Iteration 31Q: 3 clusters Score -3931881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3931892.000000 Penalty: 12305.747070
	Iteration 32Q: 3 clusters Score -3931892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3931899.250000 Penalty: 12305.747070
	Iteration 33Q: 3 clusters Score -3931899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3931904.500000 Penalty: 12305.747070
	Iteration 34Q: 3 clusters Score -3931904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3931920.500000 Penalty: 12305.747070
	Iteration 35Q: 3 clusters Score -3931920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3931945.250000 Penalty: 12305.747070
	Iteration 36Q: 3 clusters Score -3931945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3931962.000000 Penalty: 12305.747070
	Iteration 37Q: 3 clusters Score -3931962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3931973.000000 Penalty: 12305.747070
	Iteration 38Q: 3 clusters Score -3931973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3931996.000000 Penalty: 12305.747070
	Iteration 39Q: 3 clusters Score -3931996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3932008.750000 Penalty: 12305.747070
	Iteration 40F: 3 clusters Score -3932009 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3932034.750000 Penalty: 12305.747070
	Iteration 41Q: 3 clusters Score -3932035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3932071.500000 Penalty: 12305.747070
	Iteration 42Q: 3 clusters Score -3932072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3932113.500000 Penalty: 12305.747070
	Iteration 43Q: 3 clusters Score -3932114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3932140.000000 Penalty: 12305.747070
	Iteration 44Q: 3 clusters Score -3932140 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3932161.500000 Penalty: 12305.747070
	Iteration 45Q: 3 clusters Score -3932162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3932183.750000 Penalty: 12305.747070
	Iteration 46Q: 3 clusters Score -3932184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3932213.250000 Penalty: 12305.747070
	Iteration 47Q: 3 clusters Score -3932213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3932224.250000 Penalty: 12305.747070
	Iteration 48Q: 3 clusters Score -3932224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3932255.250000 Penalty: 12305.747070
	Iteration 49Q: 3 clusters Score -3932255 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3932270.250000 Penalty: 12305.747070
	Iteration 50Q: 3 clusters Score -3932270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3932284.500000 Penalty: 12305.747070
	Iteration 51Q: 3 clusters Score -3932284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3932307.250000 Penalty: 12305.747070
	Iteration 52Q: 3 clusters Score -3932307 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3932330.000000 Penalty: 12305.747070
	Iteration 53Q: 3 clusters Score -3932330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3932346.000000 Penalty: 12305.747070
	Iteration 54Q: 3 clusters Score -3932346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3932375.000000 Penalty: 12305.747070
	Iteration 55Q: 3 clusters Score -3932375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3932386.000000 Penalty: 12305.747070
	Iteration 56Q: 3 clusters Score -3932386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3932391.750000 Penalty: 12305.747070
	Iteration 57Q: 3 clusters Score -3932392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3932405.000000 Penalty: 12305.747070
	Iteration 58Q: 3 clusters Score -3932405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3932409.000000 Penalty: 12305.747070
	Iteration 59Q: 3 clusters Score -3932409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3932413.000000 Penalty: 12305.747070
	Iteration 60F: 3 clusters Score -3932413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3932404.750000 Penalty: 12305.747070
	Iteration 61Q: 3 clusters Score -3932405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3932403.750000 Penalty: 12305.747070
	Iteration 62Q: 3 clusters Score -3932404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3932412.500000 Penalty: 12305.747070
	Iteration 63Q: 3 clusters Score -3932412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3932415.000000 Penalty: 12305.747070
	Iteration 64Q: 3 clusters Score -3932415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3932412.750000 Penalty: 12305.747070
	Iteration 65Q: 3 clusters Score -3932413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3932404.000000 Penalty: 12305.747070
	Iteration 66Q: 3 clusters Score -3932404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3932412.000000 Penalty: 12305.747070
	Iteration 67Q: 3 clusters Score -3932412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3932412.250000 Penalty: 12305.747070
	Iteration 68Q: 3 clusters Score -3932412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3932416.000000 Penalty: 12305.747070
	Iteration 69Q: 3 clusters Score -3932416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3932416.750000 Penalty: 12305.747070
	Iteration 70Q: 3 clusters Score -3932417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3932415.750000 Penalty: 12305.747070
	Iteration 71Q: 3 clusters Score -3932416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3932414.000000 Penalty: 12305.747070
	Iteration 72Q: 3 clusters Score -3932414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3932414.000000 Penalty: 12305.747070
	Iteration 73F: 3 clusters Score -3932414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Entering Unmasked Estep 
Score: -6926435.500000 Penalty: 6475.951172
	Iteration 0F: 2 clusters Score -6926436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -6897788.000000 Penalty: 12951.902344
	Iteration 0F: 3 clusters Score -6897788 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6906589.500000 Penalty: 12951.902344
	Iteration 1F: 3 clusters Score -6906590 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -6907496.500000 Penalty: 12951.902344
	Iteration 2F: 3 clusters Score -6907496 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -6908166.500000 Penalty: 12951.902344
	Iteration 3Q: 3 clusters Score -6908166 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -6908697.000000 Penalty: 12951.902344
	Iteration 4Q: 3 clusters Score -6908697 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6909254.500000 Penalty: 12951.902344
	Iteration 5Q: 3 clusters Score -6909254 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -6909650.000000 Penalty: 12951.902344
	Iteration 6Q: 3 clusters Score -6909650 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -6910133.000000 Penalty: 12951.902344
	Iteration 7Q: 3 clusters Score -6910133 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -6910624.500000 Penalty: 12951.902344
	Iteration 8Q: 3 clusters Score -6910624 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -6911102.000000 Penalty: 12951.902344
	Iteration 9Q: 3 clusters Score -6911102 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -6911681.500000 Penalty: 12951.902344
	Iteration 10Q: 3 clusters Score -6911682 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -6912348.500000 Penalty: 12951.902344
	Iteration 11Q: 3 clusters Score -6912348 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -6913110.500000 Penalty: 12951.902344
	Iteration 12Q: 3 clusters Score -6913110 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -6913896.000000 Penalty: 12951.902344
	Iteration 13Q: 3 clusters Score -6913896 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -6914743.000000 Penalty: 12951.902344
	Iteration 14Q: 3 clusters Score -6914743 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6915690.000000 Penalty: 12951.902344
	Iteration 15Q: 3 clusters Score -6915690 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -6916570.000000 Penalty: 12951.902344
	Iteration 16Q: 3 clusters Score -6916570 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6917378.500000 Penalty: 12951.902344
	Iteration 17Q: 3 clusters Score -6917378 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -6918057.000000 Penalty: 12951.902344
	Iteration 18Q: 3 clusters Score -6918057 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6918661.500000 Penalty: 12951.902344
	Iteration 19Q: 3 clusters Score -6918662 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6919139.500000 Penalty: 12951.902344
	Iteration 20F: 3 clusters Score -6919140 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6919492.500000 Penalty: 12951.902344
	Iteration 21Q: 3 clusters Score -6919492 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6919768.000000 Penalty: 12951.902344
	Iteration 22Q: 3 clusters Score -6919768 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6920014.000000 Penalty: 12951.902344
	Iteration 23Q: 3 clusters Score -6920014 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6920154.500000 Penalty: 12951.902344
	Iteration 24Q: 3 clusters Score -6920154 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6920263.000000 Penalty: 12951.902344
	Iteration 25Q: 3 clusters Score -6920263 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6920373.500000 Penalty: 12951.902344
	Iteration 26Q: 3 clusters Score -6920374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6920441.000000 Penalty: 12951.902344
	Iteration 27Q: 3 clusters Score -6920441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6920509.000000 Penalty: 12951.902344
	Iteration 28Q: 3 clusters Score -6920509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6920576.500000 Penalty: 12951.902344
	Iteration 29Q: 3 clusters Score -6920576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6920601.500000 Penalty: 12951.902344
	Iteration 30Q: 3 clusters Score -6920602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6920620.500000 Penalty: 12951.902344
	Iteration 31Q: 3 clusters Score -6920620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6920663.000000 Penalty: 12951.902344
	Iteration 32Q: 3 clusters Score -6920663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6920693.500000 Penalty: 12951.902344
	Iteration 33Q: 3 clusters Score -6920694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6920723.000000 Penalty: 12951.902344
	Iteration 34Q: 3 clusters Score -6920723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6920743.500000 Penalty: 12951.902344
	Iteration 35Q: 3 clusters Score -6920744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6920738.000000 Penalty: 12951.902344
	Iteration 36Q: 3 clusters Score -6920738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6920737.500000 Penalty: 12951.902344
	Iteration 37Q: 3 clusters Score -6920738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6920765.000000 Penalty: 12951.902344
	Iteration 38Q: 3 clusters Score -6920765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6920755.500000 Penalty: 12951.902344
	Iteration 39Q: 3 clusters Score -6920756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6920761.500000 Penalty: 12951.902344
	Iteration 40F: 3 clusters Score -6920762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6920762.500000 Penalty: 12951.902344
	Iteration 41Q: 3 clusters Score -6920762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6920776.000000 Penalty: 12951.902344
	Iteration 42Q: 3 clusters Score -6920776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6920772.500000 Penalty: 12951.902344
	Iteration 43Q: 3 clusters Score -6920772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6920774.500000 Penalty: 12951.902344
	Iteration 44Q: 3 clusters Score -6920774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6920782.500000 Penalty: 12951.902344
	Iteration 45Q: 3 clusters Score -6920782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6920784.000000 Penalty: 12951.902344
	Iteration 46Q: 3 clusters Score -6920784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6920782.500000 Penalty: 12951.902344
	Iteration 47Q: 3 clusters Score -6920782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6920794.500000 Penalty: 12951.902344
	Iteration 48Q: 3 clusters Score -6920794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6920783.500000 Penalty: 12951.902344
	Iteration 49Q: 3 clusters Score -6920784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6920807.500000 Penalty: 12951.902344
	Iteration 50Q: 3 clusters Score -6920808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6920818.500000 Penalty: 12951.902344
	Iteration 51Q: 3 clusters Score -6920818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6920805.500000 Penalty: 12951.902344
	Iteration 52Q: 3 clusters Score -6920806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6920818.000000 Penalty: 12951.902344
	Iteration 53Q: 3 clusters Score -6920818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6920811.500000 Penalty: 12951.902344
	Iteration 54Q: 3 clusters Score -6920812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6920814.000000 Penalty: 12951.902344
	Iteration 55Q: 3 clusters Score -6920814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6920826.500000 Penalty: 12951.902344
	Iteration 56Q: 3 clusters Score -6920826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6920829.000000 Penalty: 12951.902344
	Iteration 57Q: 3 clusters Score -6920829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6920830.500000 Penalty: 12951.902344
	Iteration 58Q: 3 clusters Score -6920830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6920829.500000 Penalty: 12951.902344
	Iteration 59Q: 3 clusters Score -6920830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6920829.500000 Penalty: 12951.902344
	Iteration 60F: 3 clusters Score -6920830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Entering Unmasked Estep 
Score: -3112928.500000 Penalty: 6013.748535
	Iteration 0F: 2 clusters Score -3112928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3097418.000000 Penalty: 12027.497070
	Iteration 0F: 3 clusters Score -3097418 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3101520.750000 Penalty: 12027.497070
	Iteration 1F: 3 clusters Score -3101521 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3102351.750000 Penalty: 12027.497070
	Iteration 2F: 3 clusters Score -3102352 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3103018.500000 Penalty: 12027.497070
	Iteration 3F: 3 clusters Score -3103018 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3103548.500000 Penalty: 12027.497070
	Iteration 4Q: 3 clusters Score -3103548 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3103996.750000 Penalty: 12027.497070
	Iteration 5Q: 3 clusters Score -3103997 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3104371.750000 Penalty: 12027.497070
	Iteration 6Q: 3 clusters Score -3104372 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3104654.250000 Penalty: 12027.497070
	Iteration 7Q: 3 clusters Score -3104654 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3104905.250000 Penalty: 12027.497070
	Iteration 8Q: 3 clusters Score -3104905 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3105110.750000 Penalty: 12027.497070
	Iteration 9Q: 3 clusters Score -3105111 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3105255.750000 Penalty: 12027.497070
	Iteration 10Q: 3 clusters Score -3105256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3105412.750000 Penalty: 12027.497070
	Iteration 11Q: 3 clusters Score -3105413 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3105530.750000 Penalty: 12027.497070
	Iteration 12Q: 3 clusters Score -3105531 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3105662.750000 Penalty: 12027.497070
	Iteration 13Q: 3 clusters Score -3105663 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3105802.500000 Penalty: 12027.497070
	Iteration 14Q: 3 clusters Score -3105802 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3105963.750000 Penalty: 12027.497070
	Iteration 15Q: 3 clusters Score -3105964 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3106164.000000 Penalty: 12027.497070
	Iteration 16Q: 3 clusters Score -3106164 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3106362.500000 Penalty: 12027.497070
	Iteration 17Q: 3 clusters Score -3106362 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3106550.000000 Penalty: 12027.497070
	Iteration 18Q: 3 clusters Score -3106550 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3106737.500000 Penalty: 12027.497070
	Iteration 19Q: 3 clusters Score -3106738 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3106912.000000 Penalty: 12027.497070
	Iteration 20F: 3 clusters Score -3106912 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3107100.000000 Penalty: 12027.497070
	Iteration 21Q: 3 clusters Score -3107100 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3107255.500000 Penalty: 12027.497070
	Iteration 22Q: 3 clusters Score -3107256 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3107419.000000 Penalty: 12027.497070
	Iteration 23Q: 3 clusters Score -3107419 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3107546.500000 Penalty: 12027.497070
	Iteration 24Q: 3 clusters Score -3107546 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3107663.250000 Penalty: 12027.497070
	Iteration 25Q: 3 clusters Score -3107663 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3107808.000000 Penalty: 12027.497070
	Iteration 26Q: 3 clusters Score -3107808 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3107971.250000 Penalty: 12027.497070
	Iteration 27Q: 3 clusters Score -3107971 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3108094.500000 Penalty: 12027.497070
	Iteration 28Q: 3 clusters Score -3108094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3108205.750000 Penalty: 12027.497070
	Iteration 29Q: 3 clusters Score -3108206 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3108270.500000 Penalty: 12027.497070
	Iteration 30Q: 3 clusters Score -3108270 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3108303.750000 Penalty: 12027.497070
	Iteration 31Q: 3 clusters Score -3108304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3108341.500000 Penalty: 12027.497070
	Iteration 32Q: 3 clusters Score -3108342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3108366.500000 Penalty: 12027.497070
	Iteration 33Q: 3 clusters Score -3108366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3108385.000000 Penalty: 12027.497070
	Iteration 34Q: 3 clusters Score -3108385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3108397.250000 Penalty: 12027.497070
	Iteration 35Q: 3 clusters Score -3108397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3108416.000000 Penalty: 12027.497070
	Iteration 36Q: 3 clusters Score -3108416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3108412.750000 Penalty: 12027.497070
	Iteration 37Q: 3 clusters Score -3108413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3108421.500000 Penalty: 12027.497070
	Iteration 38Q: 3 clusters Score -3108422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3108417.750000 Penalty: 12027.497070
	Iteration 39Q: 3 clusters Score -3108418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3108419.750000 Penalty: 12027.497070
	Iteration 40F: 3 clusters Score -3108420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3108423.000000 Penalty: 12027.497070
	Iteration 41Q: 3 clusters Score -3108423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3108422.250000 Penalty: 12027.497070
	Iteration 42Q: 3 clusters Score -3108422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3108427.500000 Penalty: 12027.497070
	Iteration 43Q: 3 clusters Score -3108428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3108434.250000 Penalty: 12027.497070
	Iteration 44Q: 3 clusters Score -3108434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3108431.250000 Penalty: 12027.497070
	Iteration 45Q: 3 clusters Score -3108431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3108428.500000 Penalty: 12027.497070
	Iteration 46Q: 3 clusters Score -3108428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3108441.000000 Penalty: 12027.497070
	Iteration 47Q: 3 clusters Score -3108441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3108447.500000 Penalty: 12027.497070
	Iteration 48Q: 3 clusters Score -3108448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3108453.250000 Penalty: 12027.497070
	Iteration 49Q: 3 clusters Score -3108453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3108454.000000 Penalty: 12027.497070
	Iteration 50Q: 3 clusters Score -3108454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3108455.000000 Penalty: 12027.497070
	Iteration 51Q: 3 clusters Score -3108455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3108455.000000 Penalty: 12027.497070
	Iteration 52F: 3 clusters Score -3108455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Entering Unmasked Estep 
Score: -2723761.250000 Penalty: 5920.147949
	Iteration 0F: 2 clusters Score -2723761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2709877.500000 Penalty: 11840.295898
	Iteration 0F: 3 clusters Score -2709878 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2713317.250000 Penalty: 11840.295898
	Iteration 1F: 3 clusters Score -2713317 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2713925.000000 Penalty: 11840.295898
	Iteration 2F: 3 clusters Score -2713925 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2714347.250000 Penalty: 11840.295898
	Iteration 3F: 3 clusters Score -2714347 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2714678.000000 Penalty: 11840.295898
	Iteration 4Q: 3 clusters Score -2714678 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2714908.500000 Penalty: 11840.295898
	Iteration 5Q: 3 clusters Score -2714908 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2715098.000000 Penalty: 11840.295898
	Iteration 6Q: 3 clusters Score -2715098 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2715283.250000 Penalty: 11840.295898
	Iteration 7Q: 3 clusters Score -2715283 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2715460.250000 Penalty: 11840.295898
	Iteration 8Q: 3 clusters Score -2715460 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2715662.500000 Penalty: 11840.295898
	Iteration 9Q: 3 clusters Score -2715662 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2715887.750000 Penalty: 11840.295898
	Iteration 10Q: 3 clusters Score -2715888 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2716145.500000 Penalty: 11840.295898
	Iteration 11Q: 3 clusters Score -2716146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2716422.500000 Penalty: 11840.295898
	Iteration 12Q: 3 clusters Score -2716422 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2716732.500000 Penalty: 11840.295898
	Iteration 13Q: 3 clusters Score -2716732 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2717033.250000 Penalty: 11840.295898
	Iteration 14Q: 3 clusters Score -2717033 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2717300.750000 Penalty: 11840.295898
	Iteration 15Q: 3 clusters Score -2717301 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2717542.750000 Penalty: 11840.295898
	Iteration 16Q: 3 clusters Score -2717543 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2717764.750000 Penalty: 11840.295898
	Iteration 17Q: 3 clusters Score -2717765 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2717955.750000 Penalty: 11840.295898
	Iteration 18Q: 3 clusters Score -2717956 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2718124.000000 Penalty: 11840.295898
	Iteration 19Q: 3 clusters Score -2718124 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2718274.750000 Penalty: 11840.295898
	Iteration 20F: 3 clusters Score -2718275 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2718440.750000 Penalty: 11840.295898
	Iteration 21Q: 3 clusters Score -2718441 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2718563.500000 Penalty: 11840.295898
	Iteration 22Q: 3 clusters Score -2718564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2718658.500000 Penalty: 11840.295898
	Iteration 23Q: 3 clusters Score -2718658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2718724.000000 Penalty: 11840.295898
	Iteration 24Q: 3 clusters Score -2718724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2718790.000000 Penalty: 11840.295898
	Iteration 25Q: 3 clusters Score -2718790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2718826.250000 Penalty: 11840.295898
	Iteration 26Q: 3 clusters Score -2718826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2718845.250000 Penalty: 11840.295898
	Iteration 27Q: 3 clusters Score -2718845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2718874.000000 Penalty: 11840.295898
	Iteration 28Q: 3 clusters Score -2718874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2718881.250000 Penalty: 11840.295898
	Iteration 29Q: 3 clusters Score -2718881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2718892.500000 Penalty: 11840.295898
	Iteration 30Q: 3 clusters Score -2718892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2718896.500000 Penalty: 11840.295898
	Iteration 31Q: 3 clusters Score -2718896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2718907.000000 Penalty: 11840.295898
	Iteration 32Q: 3 clusters Score -2718907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2718916.750000 Penalty: 11840.295898
	Iteration 33Q: 3 clusters Score -2718917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2718923.000000 Penalty: 11840.295898
	Iteration 34Q: 3 clusters Score -2718923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2718929.000000 Penalty: 11840.295898
	Iteration 35Q: 3 clusters Score -2718929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2718935.500000 Penalty: 11840.295898
	Iteration 36Q: 3 clusters Score -2718936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2718949.500000 Penalty: 11840.295898
	Iteration 37Q: 3 clusters Score -2718950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2718955.000000 Penalty: 11840.295898
	Iteration 38Q: 3 clusters Score -2718955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2718955.750000 Penalty: 11840.295898
	Iteration 39Q: 3 clusters Score -2718956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2718961.250000 Penalty: 11840.295898
	Iteration 40F: 3 clusters Score -2718961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2718965.250000 Penalty: 11840.295898
	Iteration 41Q: 3 clusters Score -2718965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2718981.000000 Penalty: 11840.295898
	Iteration 42Q: 3 clusters Score -2718981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2718990.000000 Penalty: 11840.295898
	Iteration 43Q: 3 clusters Score -2718990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2718995.000000 Penalty: 11840.295898
	Iteration 44Q: 3 clusters Score -2718995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2719010.750000 Penalty: 11840.295898
	Iteration 45Q: 3 clusters Score -2719011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2719013.000000 Penalty: 11840.295898
	Iteration 46Q: 3 clusters Score -2719013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2719021.500000 Penalty: 11840.295898
	Iteration 47Q: 3 clusters Score -2719022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2719021.000000 Penalty: 11840.295898
	Iteration 48Q: 3 clusters Score -2719021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2719024.250000 Penalty: 11840.295898
	Iteration 49Q: 3 clusters Score -2719024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2719027.750000 Penalty: 11840.295898
	Iteration 50Q: 3 clusters Score -2719028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2719030.250000 Penalty: 11840.295898
	Iteration 51Q: 3 clusters Score -2719030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2719031.000000 Penalty: 11840.295898
	Iteration 52Q: 3 clusters Score -2719031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2719031.750000 Penalty: 11840.295898
	Iteration 53Q: 3 clusters Score -2719032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2719032.500000 Penalty: 11840.295898
	Iteration 54Q: 3 clusters Score -2719032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2719038.000000 Penalty: 11840.295898
	Iteration 55Q: 3 clusters Score -2719038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2719040.750000 Penalty: 11840.295898
	Iteration 56Q: 3 clusters Score -2719041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2719044.750000 Penalty: 11840.295898
	Iteration 57Q: 3 clusters Score -2719045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2719041.500000 Penalty: 11840.295898
	Iteration 58Q: 3 clusters Score -2719042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2719046.250000 Penalty: 11840.295898
	Iteration 59Q: 3 clusters Score -2719046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2719057.250000 Penalty: 11840.295898
	Iteration 60F: 3 clusters Score -2719057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2719058.750000 Penalty: 11840.295898
	Iteration 61Q: 3 clusters Score -2719059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2719063.250000 Penalty: 11840.295898
	Iteration 62Q: 3 clusters Score -2719063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2719062.500000 Penalty: 11840.295898
	Iteration 63Q: 3 clusters Score -2719062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2719063.500000 Penalty: 11840.295898
	Iteration 64Q: 3 clusters Score -2719064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2719063.750000 Penalty: 11840.295898
	Iteration 65Q: 3 clusters Score -2719064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2719066.250000 Penalty: 11840.295898
	Iteration 66Q: 3 clusters Score -2719066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2719067.250000 Penalty: 11840.295898
	Iteration 67Q: 3 clusters Score -2719067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2719069.250000 Penalty: 11840.295898
	Iteration 68Q: 3 clusters Score -2719069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2719067.500000 Penalty: 11840.295898
	Iteration 69Q: 3 clusters Score -2719068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2719067.500000 Penalty: 11840.295898
	Iteration 70F: 3 clusters Score -2719068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Entering Unmasked Estep 
Score: -11417879.000000 Penalty: 6768.728516
	Iteration 0F: 2 clusters Score -1.141788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -11373784.000000 Penalty: 13537.457031
	Iteration 0F: 3 clusters Score -1.137378e+07 nChanged 28189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -11389001.000000 Penalty: 13537.457031
	Iteration 1F: 3 clusters Score -1.1389e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -11389910.000000 Penalty: 13537.457031
	Iteration 2Q: 3 clusters Score -1.138991e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -11390673.000000 Penalty: 13537.457031
	Iteration 3Q: 3 clusters Score -1.139067e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -11391441.000000 Penalty: 13537.457031
	Iteration 4Q: 3 clusters Score -1.139144e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -11392195.000000 Penalty: 13537.457031
	Iteration 5Q: 3 clusters Score -1.13922e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -11393120.000000 Penalty: 13537.457031
	Iteration 6Q: 3 clusters Score -1.139312e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -11394346.000000 Penalty: 13537.457031
	Iteration 7Q: 3 clusters Score -1.139435e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -11396220.000000 Penalty: 13537.457031
	Iteration 8F: 3 clusters Score -1.139622e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -11398871.000000 Penalty: 13537.457031
	Iteration 9F: 3 clusters Score -1.139887e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -11401978.000000 Penalty: 13537.457031
	Iteration 10F: 3 clusters Score -1.140198e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -11405057.000000 Penalty: 13537.457031
	Iteration 11F: 3 clusters Score -1.140506e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -11407539.000000 Penalty: 13537.457031
	Iteration 12Q: 3 clusters Score -1.140754e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -11409323.000000 Penalty: 13537.457031
	Iteration 13Q: 3 clusters Score -1.140932e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -11410318.000000 Penalty: 13537.457031
	Iteration 14Q: 3 clusters Score -1.141032e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11410882.000000 Penalty: 13537.457031
	Iteration 15Q: 3 clusters Score -1.141088e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11411256.000000 Penalty: 13537.457031
	Iteration 16Q: 3 clusters Score -1.141126e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11411492.000000 Penalty: 13537.457031
	Iteration 17Q: 3 clusters Score -1.141149e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11411620.000000 Penalty: 13537.457031
	Iteration 18Q: 3 clusters Score -1.141162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11411689.000000 Penalty: 13537.457031
	Iteration 19Q: 3 clusters Score -1.141169e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11411741.000000 Penalty: 13537.457031
	Iteration 20F: 3 clusters Score -1.141174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11411788.000000 Penalty: 13537.457031
	Iteration 21Q: 3 clusters Score -1.141179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11411822.000000 Penalty: 13537.457031
	Iteration 22Q: 3 clusters Score -1.141182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11411840.000000 Penalty: 13537.457031
	Iteration 23Q: 3 clusters Score -1.141184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11411867.000000 Penalty: 13537.457031
	Iteration 24Q: 3 clusters Score -1.141187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11411884.000000 Penalty: 13537.457031
	Iteration 25Q: 3 clusters Score -1.141188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11411896.000000 Penalty: 13537.457031
	Iteration 26Q: 3 clusters Score -1.14119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11411893.000000 Penalty: 13537.457031
	Iteration 27Q: 3 clusters Score -1.141189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11411946.000000 Penalty: 13537.457031
	Iteration 28Q: 3 clusters Score -1.141195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11411962.000000 Penalty: 13537.457031
	Iteration 29Q: 3 clusters Score -1.141196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11411973.000000 Penalty: 13537.457031
	Iteration 30Q: 3 clusters Score -1.141197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11411990.000000 Penalty: 13537.457031
	Iteration 31Q: 3 clusters Score -1.141199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11412009.000000 Penalty: 13537.457031
	Iteration 32Q: 3 clusters Score -1.141201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11412015.000000 Penalty: 13537.457031
	Iteration 33Q: 3 clusters Score -1.141202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11412021.000000 Penalty: 13537.457031
	Iteration 34Q: 3 clusters Score -1.141202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11412041.000000 Penalty: 13537.457031
	Iteration 35Q: 3 clusters Score -1.141204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11412041.000000 Penalty: 13537.457031
	Iteration 36Q: 3 clusters Score -1.141204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11412048.000000 Penalty: 13537.457031
	Iteration 37Q: 3 clusters Score -1.141205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11412044.000000 Penalty: 13537.457031
	Iteration 38Q: 3 clusters Score -1.141204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11412038.000000 Penalty: 13537.457031
	Iteration 39Q: 3 clusters Score -1.141204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11412039.000000 Penalty: 13537.457031
	Iteration 40F: 3 clusters Score -1.141204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11412035.000000 Penalty: 13537.457031
	Iteration 41Q: 3 clusters Score -1.141204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11412043.000000 Penalty: 13537.457031
	Iteration 42Q: 3 clusters Score -1.141204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11412043.000000 Penalty: 13537.457031
	Iteration 43F: 3 clusters Score -1.141204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Entering Unmasked Estep 
Score: -2055641.375000 Penalty: 5724.108398
	Iteration 0F: 2 clusters Score -2055641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2044515.875000 Penalty: 11448.216797
	Iteration 0F: 3 clusters Score -2044516 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2047001.625000 Penalty: 11448.216797
	Iteration 1F: 3 clusters Score -2047002 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2047635.000000 Penalty: 11448.216797
	Iteration 2F: 3 clusters Score -2047635 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2048060.500000 Penalty: 11448.216797
	Iteration 3F: 3 clusters Score -2048060 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2048384.500000 Penalty: 11448.216797
	Iteration 4Q: 3 clusters Score -2048384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2048692.500000 Penalty: 11448.216797
	Iteration 5Q: 3 clusters Score -2048692 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2048968.375000 Penalty: 11448.216797
	Iteration 6Q: 3 clusters Score -2048968 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2049247.625000 Penalty: 11448.216797
	Iteration 7Q: 3 clusters Score -2049248 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2049523.625000 Penalty: 11448.216797
	Iteration 8Q: 3 clusters Score -2049524 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2049828.500000 Penalty: 11448.216797
	Iteration 9Q: 3 clusters Score -2049828 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2050140.875000 Penalty: 11448.216797
	Iteration 10Q: 3 clusters Score -2050141 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2050443.500000 Penalty: 11448.216797
	Iteration 11Q: 3 clusters Score -2050444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2050696.875000 Penalty: 11448.216797
	Iteration 12Q: 3 clusters Score -2050697 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2050893.375000 Penalty: 11448.216797
	Iteration 13Q: 3 clusters Score -2050893 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2051042.750000 Penalty: 11448.216797
	Iteration 14Q: 3 clusters Score -2051043 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2051141.875000 Penalty: 11448.216797
	Iteration 15Q: 3 clusters Score -2051142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2051214.125000 Penalty: 11448.216797
	Iteration 16Q: 3 clusters Score -2051214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2051267.375000 Penalty: 11448.216797
	Iteration 17Q: 3 clusters Score -2051267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2051298.000000 Penalty: 11448.216797
	Iteration 18Q: 3 clusters Score -2051298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2051334.500000 Penalty: 11448.216797
	Iteration 19Q: 3 clusters Score -2051334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2051362.750000 Penalty: 11448.216797
	Iteration 20F: 3 clusters Score -2051363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2051388.250000 Penalty: 11448.216797
	Iteration 21Q: 3 clusters Score -2051388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2051417.125000 Penalty: 11448.216797
	Iteration 22Q: 3 clusters Score -2051417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2051439.250000 Penalty: 11448.216797
	Iteration 23Q: 3 clusters Score -2051439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2051465.250000 Penalty: 11448.216797
	Iteration 24Q: 3 clusters Score -2051465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2051487.250000 Penalty: 11448.216797
	Iteration 25Q: 3 clusters Score -2051487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2051516.750000 Penalty: 11448.216797
	Iteration 26Q: 3 clusters Score -2051517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2051552.000000 Penalty: 11448.216797
	Iteration 27Q: 3 clusters Score -2051552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2051579.750000 Penalty: 11448.216797
	Iteration 28Q: 3 clusters Score -2051580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2051613.875000 Penalty: 11448.216797
	Iteration 29Q: 3 clusters Score -2051614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2051637.000000 Penalty: 11448.216797
	Iteration 30Q: 3 clusters Score -2051637 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2051675.625000 Penalty: 11448.216797
	Iteration 31Q: 3 clusters Score -2051676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2051711.375000 Penalty: 11448.216797
	Iteration 32Q: 3 clusters Score -2051711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2051754.625000 Penalty: 11448.216797
	Iteration 33Q: 3 clusters Score -2051755 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2051791.625000 Penalty: 11448.216797
	Iteration 34Q: 3 clusters Score -2051792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2051837.750000 Penalty: 11448.216797
	Iteration 35Q: 3 clusters Score -2051838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2051878.625000 Penalty: 11448.216797
	Iteration 36Q: 3 clusters Score -2051879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2051918.250000 Penalty: 11448.216797
	Iteration 37Q: 3 clusters Score -2051918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2051956.250000 Penalty: 11448.216797
	Iteration 38Q: 3 clusters Score -2051956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2051985.500000 Penalty: 11448.216797
	Iteration 39Q: 3 clusters Score -2051986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2052029.750000 Penalty: 11448.216797
	Iteration 40F: 3 clusters Score -2052030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2052085.625000 Penalty: 11448.216797
	Iteration 41Q: 3 clusters Score -2052086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2052149.125000 Penalty: 11448.216797
	Iteration 42Q: 3 clusters Score -2052149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2052209.750000 Penalty: 11448.216797
	Iteration 43Q: 3 clusters Score -2052210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2052269.000000 Penalty: 11448.216797
	Iteration 44Q: 3 clusters Score -2052269 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2052338.500000 Penalty: 11448.216797
	Iteration 45Q: 3 clusters Score -2052338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2052409.125000 Penalty: 11448.216797
	Iteration 46Q: 3 clusters Score -2052409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2052473.875000 Penalty: 11448.216797
	Iteration 47Q: 3 clusters Score -2052474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2052513.750000 Penalty: 11448.216797
	Iteration 48Q: 3 clusters Score -2052514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2052541.375000 Penalty: 11448.216797
	Iteration 49Q: 3 clusters Score -2052541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2052574.250000 Penalty: 11448.216797
	Iteration 50Q: 3 clusters Score -2052574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2052624.000000 Penalty: 11448.216797
	Iteration 51Q: 3 clusters Score -2052624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2052640.625000 Penalty: 11448.216797
	Iteration 52Q: 3 clusters Score -2052641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2052660.750000 Penalty: 11448.216797
	Iteration 53Q: 3 clusters Score -2052661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2052674.875000 Penalty: 11448.216797
	Iteration 54Q: 3 clusters Score -2052675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2052685.625000 Penalty: 11448.216797
	Iteration 55Q: 3 clusters Score -2052686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2052697.875000 Penalty: 11448.216797
	Iteration 56Q: 3 clusters Score -2052698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2052700.875000 Penalty: 11448.216797
	Iteration 57Q: 3 clusters Score -2052701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2052705.750000 Penalty: 11448.216797
	Iteration 58Q: 3 clusters Score -2052706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2052706.125000 Penalty: 11448.216797
	Iteration 59Q: 3 clusters Score -2052706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2052707.125000 Penalty: 11448.216797
	Iteration 60F: 3 clusters Score -2052707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2052710.250000 Penalty: 11448.216797
	Iteration 61Q: 3 clusters Score -2052710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2052710.375000 Penalty: 11448.216797
	Iteration 62Q: 3 clusters Score -2052710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2052716.500000 Penalty: 11448.216797
	Iteration 63Q: 3 clusters Score -2052716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2052712.375000 Penalty: 11448.216797
	Iteration 64Q: 3 clusters Score -2052712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2052714.250000 Penalty: 11448.216797
	Iteration 65Q: 3 clusters Score -2052714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2052715.000000 Penalty: 11448.216797
	Iteration 66Q: 3 clusters Score -2052715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2052717.000000 Penalty: 11448.216797
	Iteration 67Q: 3 clusters Score -2052717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2052718.625000 Penalty: 11448.216797
	Iteration 68Q: 3 clusters Score -2052719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2052719.125000 Penalty: 11448.216797
	Iteration 69Q: 3 clusters Score -2052719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2052721.375000 Penalty: 11448.216797
	Iteration 70Q: 3 clusters Score -2052721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2052722.500000 Penalty: 11448.216797
	Iteration 71Q: 3 clusters Score -2052722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2052722.875000 Penalty: 11448.216797
	Iteration 72Q: 3 clusters Score -2052723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2052722.875000 Penalty: 11448.216797
	Iteration 73F: 3 clusters Score -2052723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Entering Unmasked Estep 
Score: -4070035.000000 Penalty: 6143.988281
	Iteration 0F: 2 clusters Score -4070035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -4051857.750000 Penalty: 12287.976562
	Iteration 0F: 3 clusters Score -4051858 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4056848.000000 Penalty: 12287.976562
	Iteration 1F: 3 clusters Score -4056848 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4057483.000000 Penalty: 12287.976562
	Iteration 2F: 3 clusters Score -4057483 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4057875.500000 Penalty: 12287.976562
	Iteration 3Q: 3 clusters Score -4057876 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -4058213.750000 Penalty: 12287.976562
	Iteration 4Q: 3 clusters Score -4058214 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4058518.250000 Penalty: 12287.976562
	Iteration 5Q: 3 clusters Score -4058518 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4058912.500000 Penalty: 12287.976562
	Iteration 6Q: 3 clusters Score -4058912 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4059334.500000 Penalty: 12287.976562
	Iteration 7Q: 3 clusters Score -4059334 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4059716.250000 Penalty: 12287.976562
	Iteration 8Q: 3 clusters Score -4059716 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4060081.750000 Penalty: 12287.976562
	Iteration 9Q: 3 clusters Score -4060082 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4060462.000000 Penalty: 12287.976562
	Iteration 10Q: 3 clusters Score -4060462 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -4060832.250000 Penalty: 12287.976562
	Iteration 11Q: 3 clusters Score -4060832 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4061254.000000 Penalty: 12287.976562
	Iteration 12Q: 3 clusters Score -4061254 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -4061682.750000 Penalty: 12287.976562
	Iteration 13Q: 3 clusters Score -4061683 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4062118.000000 Penalty: 12287.976562
	Iteration 14Q: 3 clusters Score -4062118 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4062563.500000 Penalty: 12287.976562
	Iteration 15Q: 3 clusters Score -4062564 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4063009.500000 Penalty: 12287.976562
	Iteration 16Q: 3 clusters Score -4063010 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4063459.250000 Penalty: 12287.976562
	Iteration 17Q: 3 clusters Score -4063459 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4063856.250000 Penalty: 12287.976562
	Iteration 18Q: 3 clusters Score -4063856 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4064197.500000 Penalty: 12287.976562
	Iteration 19Q: 3 clusters Score -4064198 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4064475.500000 Penalty: 12287.976562
	Iteration 20F: 3 clusters Score -4064476 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4064694.000000 Penalty: 12287.976562
	Iteration 21Q: 3 clusters Score -4064694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -4064882.500000 Penalty: 12287.976562
	Iteration 22Q: 3 clusters Score -4064882 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4065070.250000 Penalty: 12287.976562
	Iteration 23Q: 3 clusters Score -4065070 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4065213.500000 Penalty: 12287.976562
	Iteration 24Q: 3 clusters Score -4065214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4065299.750000 Penalty: 12287.976562
	Iteration 25Q: 3 clusters Score -4065300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4065378.000000 Penalty: 12287.976562
	Iteration 26Q: 3 clusters Score -4065378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4065419.250000 Penalty: 12287.976562
	Iteration 27Q: 3 clusters Score -4065419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4065453.250000 Penalty: 12287.976562
	Iteration 28Q: 3 clusters Score -4065453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4065471.250000 Penalty: 12287.976562
	Iteration 29Q: 3 clusters Score -4065471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4065474.750000 Penalty: 12287.976562
	Iteration 30Q: 3 clusters Score -4065475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4065489.250000 Penalty: 12287.976562
	Iteration 31Q: 3 clusters Score -4065489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4065495.500000 Penalty: 12287.976562
	Iteration 32Q: 3 clusters Score -4065496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4065505.250000 Penalty: 12287.976562
	Iteration 33Q: 3 clusters Score -4065505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4065507.500000 Penalty: 12287.976562
	Iteration 34Q: 3 clusters Score -4065508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -4065511.250000 Penalty: 12287.976562
	Iteration 35Q: 3 clusters Score -4065511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4065508.250000 Penalty: 12287.976562
	Iteration 36Q: 3 clusters Score -4065508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4065511.250000 Penalty: 12287.976562
	Iteration 37Q: 3 clusters Score -4065511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4065528.250000 Penalty: 12287.976562
	Iteration 38Q: 3 clusters Score -4065528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4065532.250000 Penalty: 12287.976562
	Iteration 39Q: 3 clusters Score -4065532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4065534.750000 Penalty: 12287.976562
	Iteration 40F: 3 clusters Score -4065535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4065537.500000 Penalty: 12287.976562
	Iteration 41Q: 3 clusters Score -4065538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4065543.750000 Penalty: 12287.976562
	Iteration 42Q: 3 clusters Score -4065544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4065553.500000 Penalty: 12287.976562
	Iteration 43Q: 3 clusters Score -4065554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4065563.250000 Penalty: 12287.976562
	Iteration 44Q: 3 clusters Score -4065563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4065572.000000 Penalty: 12287.976562
	Iteration 45Q: 3 clusters Score -4065572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4065580.000000 Penalty: 12287.976562
	Iteration 46Q: 3 clusters Score -4065580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4065592.000000 Penalty: 12287.976562
	Iteration 47Q: 3 clusters Score -4065592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4065604.500000 Penalty: 12287.976562
	Iteration 48Q: 3 clusters Score -4065604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4065620.750000 Penalty: 12287.976562
	Iteration 49Q: 3 clusters Score -4065621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4065634.500000 Penalty: 12287.976562
	Iteration 50Q: 3 clusters Score -4065634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4065647.250000 Penalty: 12287.976562
	Iteration 51Q: 3 clusters Score -4065647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4065661.000000 Penalty: 12287.976562
	Iteration 52Q: 3 clusters Score -4065661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -4065669.750000 Penalty: 12287.976562
	Iteration 53Q: 3 clusters Score -4065670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4065680.750000 Penalty: 12287.976562
	Iteration 54Q: 3 clusters Score -4065681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4065682.750000 Penalty: 12287.976562
	Iteration 55Q: 3 clusters Score -4065683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4065685.500000 Penalty: 12287.976562
	Iteration 56Q: 3 clusters Score -4065686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -4065691.500000 Penalty: 12287.976562
	Iteration 57Q: 3 clusters Score -4065692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4065692.250000 Penalty: 12287.976562
	Iteration 58Q: 3 clusters Score -4065692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4065695.000000 Penalty: 12287.976562
	Iteration 59Q: 3 clusters Score -4065695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4065697.250000 Penalty: 12287.976562
	Iteration 60F: 3 clusters Score -4065697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4065699.500000 Penalty: 12287.976562
	Iteration 61Q: 3 clusters Score -4065700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4065699.500000 Penalty: 12287.976562
	Iteration 62F: 3 clusters Score -4065700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481497 members 
Entering Unmasked Estep 
Score: -86981304.000000 Penalty: 8014.351074
	Iteration 0F: 2 clusters Score -8.69813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240712 members 
Mstep: Class 2 contains 240785 members 
Entering Unmasked Estep 
Score: -86683736.000000 Penalty: 16028.702148
	Iteration 0F: 3 clusters Score -8.668374e+07 nChanged 231055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240425 members 
Mstep: Class 2 contains 241072 members 
Entering Unmasked Estep 
Score: -86816912.000000 Penalty: 16028.702148
	Iteration 1F: 3 clusters Score -8.681691e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239796 members 
Mstep: Class 2 contains 241701 members 
Entering Unmasked Estep 
Score: -86818616.000000 Penalty: 16028.702148
	Iteration 2Q: 3 clusters Score -8.681862e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238864 members 
Mstep: Class 2 contains 242633 members 
Entering Unmasked Estep 
Score: -86820184.000000 Penalty: 16028.702148
	Iteration 3Q: 3 clusters Score -8.682018e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237372 members 
Mstep: Class 2 contains 244125 members 
Entering Unmasked Estep 
Score: -86822848.000000 Penalty: 16028.702148
	Iteration 4Q: 3 clusters Score -8.682285e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235226 members 
Mstep: Class 2 contains 246271 members 
Entering Unmasked Estep 
Score: -86824600.000000 Penalty: 16028.702148
	Iteration 5Q: 3 clusters Score -8.68246e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231938 members 
Mstep: Class 2 contains 249559 members 
Entering Unmasked Estep 
Score: -86826856.000000 Penalty: 16028.702148
	Iteration 6Q: 3 clusters Score -8.682686e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227011 members 
Mstep: Class 2 contains 254486 members 
Entering Unmasked Estep 
Score: -86829096.000000 Penalty: 16028.702148
	Iteration 7Q: 3 clusters Score -8.68291e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219754 members 
Mstep: Class 2 contains 261743 members 
Entering Unmasked Estep 
Score: -86832288.000000 Penalty: 16028.702148
	Iteration 8Q: 3 clusters Score -8.683229e+07 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208766 members 
Mstep: Class 2 contains 272731 members 
Entering Unmasked Estep 
Score: -86838008.000000 Penalty: 16028.702148
	Iteration 9Q: 3 clusters Score -8.683801e+07 nChanged 20440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192842 members 
Mstep: Class 2 contains 288655 members 
Entering Unmasked Estep 
Score: -86846352.000000 Penalty: 16028.702148
	Iteration 10Q: 3 clusters Score -8.684635e+07 nChanged 25034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 310535 members 
Entering Unmasked Estep 
Score: -86858560.000000 Penalty: 16028.702148
	Iteration 11F: 3 clusters Score -8.685856e+07 nChanged 30147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142571 members 
Mstep: Class 2 contains 338926 members 
Entering Unmasked Estep 
Score: -86876936.000000 Penalty: 16028.702148
	Iteration 12F: 3 clusters Score -8.687694e+07 nChanged 34841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 372997 members 
Entering Unmasked Estep 
Score: -86902560.000000 Penalty: 16028.702148
	Iteration 13F: 3 clusters Score -8.690256e+07 nChanged 36352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 409101 members 
Entering Unmasked Estep 
Score: -86933704.000000 Penalty: 16028.702148
	Iteration 14F: 3 clusters Score -8.69337e+07 nChanged 30979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 439998 members 
Entering Unmasked Estep 
Score: -86959736.000000 Penalty: 16028.702148
	Iteration 15F: 3 clusters Score -8.695974e+07 nChanged 20597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 460551 members 
Entering Unmasked Estep 
Score: -86972296.000000 Penalty: 16028.702148
	Iteration 16Q: 3 clusters Score -8.69723e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 471330 members 
Entering Unmasked Estep 
Score: -86975968.000000 Penalty: 16028.702148
	Iteration 17Q: 3 clusters Score -8.697597e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 476062 members 
Entering Unmasked Estep 
Score: -86976352.000000 Penalty: 16028.702148
	Iteration 18Q: 3 clusters Score -8.697635e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 477860 members 
Entering Unmasked Estep 
Score: -86976560.000000 Penalty: 16028.702148
	Iteration 19Q: 3 clusters Score -8.697656e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 478562 members 
Entering Unmasked Estep 
Score: -86976472.000000 Penalty: 16028.702148
	Iteration 20F: 3 clusters Score -8.697647e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 478887 members 
Entering Unmasked Estep 
Score: -86976344.000000 Penalty: 16028.702148
	Iteration 21Q: 3 clusters Score -8.697634e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 479077 members 
Entering Unmasked Estep 
Score: -86976496.000000 Penalty: 16028.702148
	Iteration 22Q: 3 clusters Score -8.69765e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 479170 members 
Entering Unmasked Estep 
Score: -86976592.000000 Penalty: 16028.702148
	Iteration 23Q: 3 clusters Score -8.697659e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 479235 members 
Entering Unmasked Estep 
Score: -86976560.000000 Penalty: 16028.702148
	Iteration 24Q: 3 clusters Score -8.697656e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 479273 members 
Entering Unmasked Estep 
Score: -86976648.000000 Penalty: 16028.702148
	Iteration 25Q: 3 clusters Score -8.697665e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 479320 members 
Entering Unmasked Estep 
Score: -86976624.000000 Penalty: 16028.702148
	Iteration 26Q: 3 clusters Score -8.697662e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 479340 members 
Entering Unmasked Estep 
Score: -86976728.000000 Penalty: 16028.702148
	Iteration 27Q: 3 clusters Score -8.697673e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 479355 members 
Entering Unmasked Estep 
Score: -86976656.000000 Penalty: 16028.702148
	Iteration 28Q: 3 clusters Score -8.697666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 479375 members 
Entering Unmasked Estep 
Score: -86976616.000000 Penalty: 16028.702148
	Iteration 29Q: 3 clusters Score -8.697662e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 479393 members 
Entering Unmasked Estep 
Score: -86976656.000000 Penalty: 16028.702148
	Iteration 30Q: 3 clusters Score -8.697666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 479402 members 
Entering Unmasked Estep 
Score: -86976640.000000 Penalty: 16028.702148
	Iteration 31Q: 3 clusters Score -8.697664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 479414 members 
Entering Unmasked Estep 
Score: -86976568.000000 Penalty: 16028.702148
	Iteration 32Q: 3 clusters Score -8.697657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 479428 members 
Entering Unmasked Estep 
Score: -86976624.000000 Penalty: 16028.702148
	Iteration 33Q: 3 clusters Score -8.697662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 479428 members 
Entering Unmasked Estep 
Score: -86976600.000000 Penalty: 16028.702148
	Iteration 34Q: 3 clusters Score -8.69766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 479433 members 
Entering Unmasked Estep 
Score: -86976632.000000 Penalty: 16028.702148
	Iteration 35Q: 3 clusters Score -8.697663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 479430 members 
Entering Unmasked Estep 
Score: -86976672.000000 Penalty: 16028.702148
	Iteration 36Q: 3 clusters Score -8.697667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 479436 members 
Entering Unmasked Estep 
Score: -86976656.000000 Penalty: 16028.702148
	Iteration 37Q: 3 clusters Score -8.697666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 479444 members 
Entering Unmasked Estep 
Score: -86976648.000000 Penalty: 16028.702148
	Iteration 38Q: 3 clusters Score -8.697665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 479450 members 
Entering Unmasked Estep 
Score: -86976704.000000 Penalty: 16028.702148
	Iteration 39Q: 3 clusters Score -8.69767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 479450 members 
Entering Unmasked Estep 
Score: -86976776.000000 Penalty: 16028.702148
	Iteration 40F: 3 clusters Score -8.697678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 479450 members 
Entering Unmasked Estep 
Score: -86976680.000000 Penalty: 16028.702148
	Iteration 41Q: 3 clusters Score -8.697668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 479450 members 
Entering Unmasked Estep 
Score: -86976688.000000 Penalty: 16028.702148
	Iteration 42Q: 3 clusters Score -8.697669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 479452 members 
Entering Unmasked Estep 
Score: -86976720.000000 Penalty: 16028.702148
	Iteration 43Q: 3 clusters Score -8.697672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 479455 members 
Entering Unmasked Estep 
Score: -86976728.000000 Penalty: 16028.702148
	Iteration 44Q: 3 clusters Score -8.697673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 479460 members 
Entering Unmasked Estep 
Score: -86976728.000000 Penalty: 16028.702148
	Iteration 45Q: 3 clusters Score -8.697673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 479464 members 
Entering Unmasked Estep 
Score: -86976728.000000 Penalty: 16028.702148
	Iteration 46Q: 3 clusters Score -8.697673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 479465 members 
Entering Unmasked Estep 
Score: -86976808.000000 Penalty: 16028.702148
	Iteration 47Q: 3 clusters Score -8.697681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 479467 members 
Entering Unmasked Estep 
Score: -86976800.000000 Penalty: 16028.702148
	Iteration 48Q: 3 clusters Score -8.69768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 479463 members 
Entering Unmasked Estep 
Score: -86976784.000000 Penalty: 16028.702148
	Iteration 49Q: 3 clusters Score -8.697678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 479470 members 
Entering Unmasked Estep 
Score: -86976768.000000 Penalty: 16028.702148
	Iteration 50Q: 3 clusters Score -8.697677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 479472 members 
Entering Unmasked Estep 
Score: -86976776.000000 Penalty: 16028.702148
	Iteration 51Q: 3 clusters Score -8.697678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 479469 members 
Entering Unmasked Estep 
Score: -86976736.000000 Penalty: 16028.702148
	Iteration 52Q: 3 clusters Score -8.697674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 479469 members 
Entering Unmasked Estep 
Score: -86976744.000000 Penalty: 16028.702148
	Iteration 53Q: 3 clusters Score -8.697674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 479470 members 
Entering Unmasked Estep 
Score: -86976760.000000 Penalty: 16028.702148
	Iteration 54Q: 3 clusters Score -8.697676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 479466 members 
Entering Unmasked Estep 
Score: -86976760.000000 Penalty: 16028.702148
	Iteration 55Q: 3 clusters Score -8.697676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 479464 members 
Entering Unmasked Estep 
Score: -86976784.000000 Penalty: 16028.702148
	Iteration 56Q: 3 clusters Score -8.697678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 479464 members 
Entering Unmasked Estep 
Score: -86976768.000000 Penalty: 16028.702148
	Iteration 57Q: 3 clusters Score -8.697677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 479464 members 
Entering Unmasked Estep 
Score: -86976768.000000 Penalty: 16028.702148
	Iteration 58F: 3 clusters Score -8.697677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -152972.609375 Penalty: 4272.440918
	Iteration 0F: 2 clusters Score -152972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -149187.203125 Penalty: 8544.881836
	Iteration 0F: 3 clusters Score -149187.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -149924.328125 Penalty: 8544.881836
	Iteration 1F: 3 clusters Score -149924.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150545.625000 Penalty: 8544.881836
	Iteration 2F: 3 clusters Score -150545.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151054.156250 Penalty: 8544.881836
	Iteration 3F: 3 clusters Score -151054.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151554.312500 Penalty: 8544.881836
	Iteration 4F: 3 clusters Score -151554.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151865.796875 Penalty: 8544.881836
	Iteration 5Q: 3 clusters Score -151865.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152008.625000 Penalty: 8544.881836
	Iteration 6Q: 3 clusters Score -152008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -152118.375000 Penalty: 8544.881836
	Iteration 7Q: 3 clusters Score -152118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -152273.000000 Penalty: 8544.881836
	Iteration 8Q: 3 clusters Score -152273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152323.781250 Penalty: 8544.881836
	Iteration 9Q: 3 clusters Score -152323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152346.328125 Penalty: 8544.881836
	Iteration 10Q: 3 clusters Score -152346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152355.921875 Penalty: 8544.881836
	Iteration 11Q: 3 clusters Score -152355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152366.234375 Penalty: 8544.881836
	Iteration 12Q: 3 clusters Score -152366.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152366.812500 Penalty: 8544.881836
	Iteration 13F: 3 clusters Score -152366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152378.375000 Penalty: 8544.881836
	Iteration 14Q: 3 clusters Score -152378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152388.718750 Penalty: 8544.881836
	Iteration 15Q: 3 clusters Score -152388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152396.015625 Penalty: 8544.881836
	Iteration 16Q: 3 clusters Score -152396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152396.015625 Penalty: 8544.881836
	Iteration 17F: 3 clusters Score -152396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -212452.125000 Penalty: 4345.726562
	Iteration 0F: 2 clusters Score -212452.1 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 606 members 
Entering Unmasked Estep 
Score: -208088.656250 Penalty: 8691.453125
	Iteration 0F: 3 clusters Score -208088.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -208475.968750 Penalty: 8691.453125
	Iteration 1F: 3 clusters Score -208476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -208618.750000 Penalty: 8691.453125
	Iteration 2Q: 3 clusters Score -208618.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -208704.828125 Penalty: 8691.453125
	Iteration 3Q: 3 clusters Score -208704.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -208745.687500 Penalty: 8691.453125
	Iteration 4Q: 3 clusters Score -208745.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -208760.296875 Penalty: 8691.453125
	Iteration 5Q: 3 clusters Score -208760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208765.937500 Penalty: 8691.453125
	Iteration 6Q: 3 clusters Score -208765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208765.937500 Penalty: 8691.453125
	Iteration 7F: 3 clusters Score -208765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (173634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173634 members 
Entering Unmasked Estep 
Score: -31362856.000000 Penalty: 7389.631836
	Iteration 0F: 2 clusters Score -3.136286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -31245800.000000 Penalty: 14779.263672
	Iteration 0F: 3 clusters Score -3.12458e+07 nChanged 81384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -31291688.000000 Penalty: 14779.263672
	Iteration 1F: 3 clusters Score -3.129169e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -31293098.000000 Penalty: 14779.263672
	Iteration 2Q: 3 clusters Score -3.12931e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -31294158.000000 Penalty: 14779.263672
	Iteration 3Q: 3 clusters Score -3.129416e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -31295156.000000 Penalty: 14779.263672
	Iteration 4Q: 3 clusters Score -3.129516e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -31296134.000000 Penalty: 14779.263672
	Iteration 5Q: 3 clusters Score -3.129613e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -31297266.000000 Penalty: 14779.263672
	Iteration 6Q: 3 clusters Score -3.129727e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -31298346.000000 Penalty: 14779.263672
	Iteration 7Q: 3 clusters Score -3.129835e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -31299602.000000 Penalty: 14779.263672
	Iteration 8Q: 3 clusters Score -3.12996e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -31301118.000000 Penalty: 14779.263672
	Iteration 9Q: 3 clusters Score -3.130112e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -31302764.000000 Penalty: 14779.263672
	Iteration 10Q: 3 clusters Score -3.130276e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -31304418.000000 Penalty: 14779.263672
	Iteration 11Q: 3 clusters Score -3.130442e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -31306530.000000 Penalty: 14779.263672
	Iteration 12Q: 3 clusters Score -3.130653e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -31308296.000000 Penalty: 14779.263672
	Iteration 13Q: 3 clusters Score -3.13083e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -31310414.000000 Penalty: 14779.263672
	Iteration 14Q: 3 clusters Score -3.131041e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -31313392.000000 Penalty: 14779.263672
	Iteration 15Q: 3 clusters Score -3.131339e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -31317276.000000 Penalty: 14779.263672
	Iteration 16Q: 3 clusters Score -3.131728e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -31321776.000000 Penalty: 14779.263672
	Iteration 17F: 3 clusters Score -3.132178e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -31327792.000000 Penalty: 14779.263672
	Iteration 18F: 3 clusters Score -3.132779e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141310 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -31334806.000000 Penalty: 14779.263672
	Iteration 19F: 3 clusters Score -3.133481e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -31341560.000000 Penalty: 14779.263672
	Iteration 20F: 3 clusters Score -3.134156e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158512 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -31347690.000000 Penalty: 14779.263672
	Iteration 21Q: 3 clusters Score -3.134769e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -31351520.000000 Penalty: 14779.263672
	Iteration 22Q: 3 clusters Score -3.135152e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167170 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -31353704.000000 Penalty: 14779.263672
	Iteration 23Q: 3 clusters Score -3.13537e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -31354762.000000 Penalty: 14779.263672
	Iteration 24Q: 3 clusters Score -3.135476e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170134 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -31355296.000000 Penalty: 14779.263672
	Iteration 25Q: 3 clusters Score -3.13553e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -31355682.000000 Penalty: 14779.263672
	Iteration 26Q: 3 clusters Score -3.135568e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171147 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -31355958.000000 Penalty: 14779.263672
	Iteration 27Q: 3 clusters Score -3.135596e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -31356178.000000 Penalty: 14779.263672
	Iteration 28Q: 3 clusters Score -3.135618e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -31356350.000000 Penalty: 14779.263672
	Iteration 29Q: 3 clusters Score -3.135635e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -31356408.000000 Penalty: 14779.263672
	Iteration 30Q: 3 clusters Score -3.135641e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -31356544.000000 Penalty: 14779.263672
	Iteration 31Q: 3 clusters Score -3.135654e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -31356594.000000 Penalty: 14779.263672
	Iteration 32Q: 3 clusters Score -3.135659e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171887 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -31356610.000000 Penalty: 14779.263672
	Iteration 33Q: 3 clusters Score -3.135661e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171917 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -31356654.000000 Penalty: 14779.263672
	Iteration 34Q: 3 clusters Score -3.135665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171947 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -31356658.000000 Penalty: 14779.263672
	Iteration 35Q: 3 clusters Score -3.135666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171969 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -31356682.000000 Penalty: 14779.263672
	Iteration 36Q: 3 clusters Score -3.135668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -31356676.000000 Penalty: 14779.263672
	Iteration 37Q: 3 clusters Score -3.135668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -31356730.000000 Penalty: 14779.263672
	Iteration 38Q: 3 clusters Score -3.135673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -31356728.000000 Penalty: 14779.263672
	Iteration 39Q: 3 clusters Score -3.135673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -31356712.000000 Penalty: 14779.263672
	Iteration 40F: 3 clusters Score -3.135671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172041 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -31356702.000000 Penalty: 14779.263672
	Iteration 41Q: 3 clusters Score -3.13567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -31356724.000000 Penalty: 14779.263672
	Iteration 42Q: 3 clusters Score -3.135672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -31356720.000000 Penalty: 14779.263672
	Iteration 43Q: 3 clusters Score -3.135672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172064 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -31356722.000000 Penalty: 14779.263672
	Iteration 44Q: 3 clusters Score -3.135672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -31356732.000000 Penalty: 14779.263672
	Iteration 45Q: 3 clusters Score -3.135673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -31356732.000000 Penalty: 14779.263672
	Iteration 46Q: 3 clusters Score -3.135673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -31356714.000000 Penalty: 14779.263672
	Iteration 47Q: 3 clusters Score -3.135671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -31356720.000000 Penalty: 14779.263672
	Iteration 48Q: 3 clusters Score -3.135672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -31356720.000000 Penalty: 14779.263672
	Iteration 49F: 3 clusters Score -3.135672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Entering Unmasked Estep 
Score: -13460665.000000 Penalty: 6879.685547
	Iteration 0F: 2 clusters Score -1.346066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -13408443.000000 Penalty: 13759.371094
	Iteration 0F: 3 clusters Score -1.340844e+07 nChanged 33962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -13426874.000000 Penalty: 13759.371094
	Iteration 1F: 3 clusters Score -1.342687e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -13428002.000000 Penalty: 13759.371094
	Iteration 2Q: 3 clusters Score -1.3428e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -13428860.000000 Penalty: 13759.371094
	Iteration 3Q: 3 clusters Score -1.342886e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -13429836.000000 Penalty: 13759.371094
	Iteration 4Q: 3 clusters Score -1.342984e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -13430929.000000 Penalty: 13759.371094
	Iteration 5Q: 3 clusters Score -1.343093e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -13432243.000000 Penalty: 13759.371094
	Iteration 6Q: 3 clusters Score -1.343224e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -13434328.000000 Penalty: 13759.371094
	Iteration 7F: 3 clusters Score -1.343433e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -13437571.000000 Penalty: 13759.371094
	Iteration 8F: 3 clusters Score -1.343757e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -13441831.000000 Penalty: 13759.371094
	Iteration 9F: 3 clusters Score -1.344183e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -13446505.000000 Penalty: 13759.371094
	Iteration 10F: 3 clusters Score -1.34465e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -13450098.000000 Penalty: 13759.371094
	Iteration 11F: 3 clusters Score -1.34501e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13452243.000000 Penalty: 13759.371094
	Iteration 12Q: 3 clusters Score -1.345224e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13453402.000000 Penalty: 13759.371094
	Iteration 13Q: 3 clusters Score -1.34534e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13453873.000000 Penalty: 13759.371094
	Iteration 14Q: 3 clusters Score -1.345387e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13454179.000000 Penalty: 13759.371094
	Iteration 15Q: 3 clusters Score -1.345418e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13454290.000000 Penalty: 13759.371094
	Iteration 16Q: 3 clusters Score -1.345429e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13454373.000000 Penalty: 13759.371094
	Iteration 17Q: 3 clusters Score -1.345437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13454419.000000 Penalty: 13759.371094
	Iteration 18Q: 3 clusters Score -1.345442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13454439.000000 Penalty: 13759.371094
	Iteration 19Q: 3 clusters Score -1.345444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13454450.000000 Penalty: 13759.371094
	Iteration 20F: 3 clusters Score -1.345445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13454459.000000 Penalty: 13759.371094
	Iteration 21Q: 3 clusters Score -1.345446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13454472.000000 Penalty: 13759.371094
	Iteration 22Q: 3 clusters Score -1.345447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13454488.000000 Penalty: 13759.371094
	Iteration 23Q: 3 clusters Score -1.345449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13454489.000000 Penalty: 13759.371094
	Iteration 24Q: 3 clusters Score -1.345449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13454486.000000 Penalty: 13759.371094
	Iteration 25Q: 3 clusters Score -1.345449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13454492.000000 Penalty: 13759.371094
	Iteration 26Q: 3 clusters Score -1.345449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13454499.000000 Penalty: 13759.371094
	Iteration 27Q: 3 clusters Score -1.34545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13454509.000000 Penalty: 13759.371094
	Iteration 28Q: 3 clusters Score -1.345451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13454499.000000 Penalty: 13759.371094
	Iteration 29Q: 3 clusters Score -1.34545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13454507.000000 Penalty: 13759.371094
	Iteration 30Q: 3 clusters Score -1.345451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13454493.000000 Penalty: 13759.371094
	Iteration 31Q: 3 clusters Score -1.345449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13454511.000000 Penalty: 13759.371094
	Iteration 32Q: 3 clusters Score -1.345451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13454505.000000 Penalty: 13759.371094
	Iteration 33Q: 3 clusters Score -1.34545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13454506.000000 Penalty: 13759.371094
	Iteration 34Q: 3 clusters Score -1.345451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13454520.000000 Penalty: 13759.371094
	Iteration 35Q: 3 clusters Score -1.345452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13454512.000000 Penalty: 13759.371094
	Iteration 36Q: 3 clusters Score -1.345451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13454517.000000 Penalty: 13759.371094
	Iteration 37Q: 3 clusters Score -1.345452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -13454533.000000 Penalty: 13759.371094
	Iteration 38Q: 3 clusters Score -1.345453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13454531.000000 Penalty: 13759.371094
	Iteration 39Q: 3 clusters Score -1.345453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13454537.000000 Penalty: 13759.371094
	Iteration 40F: 3 clusters Score -1.345454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13454531.000000 Penalty: 13759.371094
	Iteration 41Q: 3 clusters Score -1.345453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13454546.000000 Penalty: 13759.371094
	Iteration 42Q: 3 clusters Score -1.345455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13454544.000000 Penalty: 13759.371094
	Iteration 43Q: 3 clusters Score -1.345454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13454551.000000 Penalty: 13759.371094
	Iteration 44Q: 3 clusters Score -1.345455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13454551.000000 Penalty: 13759.371094
	Iteration 45F: 3 clusters Score -1.345455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Entering Unmasked Estep 
Score: -11345032.000000 Penalty: 6759.482422
	Iteration 0F: 2 clusters Score -1.134503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -11301547.000000 Penalty: 13518.964844
	Iteration 0F: 3 clusters Score -1.130155e+07 nChanged 27576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -11316282.000000 Penalty: 13518.964844
	Iteration 1F: 3 clusters Score -1.131628e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -11317162.000000 Penalty: 13518.964844
	Iteration 2Q: 3 clusters Score -1.131716e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -11317879.000000 Penalty: 13518.964844
	Iteration 3Q: 3 clusters Score -1.131788e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -11318362.000000 Penalty: 13518.964844
	Iteration 4Q: 3 clusters Score -1.131836e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -11318812.000000 Penalty: 13518.964844
	Iteration 5Q: 3 clusters Score -1.131881e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -11319193.000000 Penalty: 13518.964844
	Iteration 6Q: 3 clusters Score -1.131919e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -11319548.000000 Penalty: 13518.964844
	Iteration 7Q: 3 clusters Score -1.131955e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -11319915.000000 Penalty: 13518.964844
	Iteration 8Q: 3 clusters Score -1.131992e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -11320320.000000 Penalty: 13518.964844
	Iteration 9Q: 3 clusters Score -1.132032e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -11320611.000000 Penalty: 13518.964844
	Iteration 10Q: 3 clusters Score -1.132061e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -11321110.000000 Penalty: 13518.964844
	Iteration 11Q: 3 clusters Score -1.132111e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -11321694.000000 Penalty: 13518.964844
	Iteration 12Q: 3 clusters Score -1.132169e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -11322372.000000 Penalty: 13518.964844
	Iteration 13Q: 3 clusters Score -1.132237e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -11323222.000000 Penalty: 13518.964844
	Iteration 14Q: 3 clusters Score -1.132322e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -11324234.000000 Penalty: 13518.964844
	Iteration 15Q: 3 clusters Score -1.132423e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -11325609.000000 Penalty: 13518.964844
	Iteration 16Q: 3 clusters Score -1.132561e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -11327370.000000 Penalty: 13518.964844
	Iteration 17Q: 3 clusters Score -1.132737e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -11329151.000000 Penalty: 13518.964844
	Iteration 18F: 3 clusters Score -1.132915e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -11330994.000000 Penalty: 13518.964844
	Iteration 19Q: 3 clusters Score -1.133099e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -11332624.000000 Penalty: 13518.964844
	Iteration 20F: 3 clusters Score -1.133262e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -11334128.000000 Penalty: 13518.964844
	Iteration 21Q: 3 clusters Score -1.133413e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -11335359.000000 Penalty: 13518.964844
	Iteration 22Q: 3 clusters Score -1.133536e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -11336407.000000 Penalty: 13518.964844
	Iteration 23Q: 3 clusters Score -1.133641e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -11337349.000000 Penalty: 13518.964844
	Iteration 24Q: 3 clusters Score -1.133735e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -11338090.000000 Penalty: 13518.964844
	Iteration 25Q: 3 clusters Score -1.133809e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -11338613.000000 Penalty: 13518.964844
	Iteration 26Q: 3 clusters Score -1.133861e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -11339040.000000 Penalty: 13518.964844
	Iteration 27Q: 3 clusters Score -1.133904e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -11339285.000000 Penalty: 13518.964844
	Iteration 28Q: 3 clusters Score -1.133928e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -11339489.000000 Penalty: 13518.964844
	Iteration 29Q: 3 clusters Score -1.133949e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11339608.000000 Penalty: 13518.964844
	Iteration 30Q: 3 clusters Score -1.133961e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11339666.000000 Penalty: 13518.964844
	Iteration 31Q: 3 clusters Score -1.133967e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11339737.000000 Penalty: 13518.964844
	Iteration 32Q: 3 clusters Score -1.133974e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11339764.000000 Penalty: 13518.964844
	Iteration 33Q: 3 clusters Score -1.133976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -11339770.000000 Penalty: 13518.964844
	Iteration 34Q: 3 clusters Score -1.133977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11339787.000000 Penalty: 13518.964844
	Iteration 35Q: 3 clusters Score -1.133979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -11339811.000000 Penalty: 13518.964844
	Iteration 36Q: 3 clusters Score -1.133981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11339823.000000 Penalty: 13518.964844
	Iteration 37Q: 3 clusters Score -1.133982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11339858.000000 Penalty: 13518.964844
	Iteration 38Q: 3 clusters Score -1.133986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11339858.000000 Penalty: 13518.964844
	Iteration 39Q: 3 clusters Score -1.133986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -11339867.000000 Penalty: 13518.964844
	Iteration 40F: 3 clusters Score -1.133987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11339887.000000 Penalty: 13518.964844
	Iteration 41Q: 3 clusters Score -1.133989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -11339893.000000 Penalty: 13518.964844
	Iteration 42Q: 3 clusters Score -1.133989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11339905.000000 Penalty: 13518.964844
	Iteration 43Q: 3 clusters Score -1.13399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11339909.000000 Penalty: 13518.964844
	Iteration 44Q: 3 clusters Score -1.133991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11339901.000000 Penalty: 13518.964844
	Iteration 45Q: 3 clusters Score -1.13399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11339896.000000 Penalty: 13518.964844
	Iteration 46Q: 3 clusters Score -1.13399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11339905.000000 Penalty: 13518.964844
	Iteration 47Q: 3 clusters Score -1.13399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11339914.000000 Penalty: 13518.964844
	Iteration 48Q: 3 clusters Score -1.133991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -11339925.000000 Penalty: 13518.964844
	Iteration 49Q: 3 clusters Score -1.133992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11339914.000000 Penalty: 13518.964844
	Iteration 50Q: 3 clusters Score -1.133991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11339924.000000 Penalty: 13518.964844
	Iteration 51Q: 3 clusters Score -1.133992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11339917.000000 Penalty: 13518.964844
	Iteration 52Q: 3 clusters Score -1.133992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11339917.000000 Penalty: 13518.964844
	Iteration 53F: 3 clusters Score -1.133992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -294737.750000 Penalty: 4542.899902
	Iteration 0F: 2 clusters Score -294737.8 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 806 members 
Entering Unmasked Estep 
Score: -289947.156250 Penalty: 9085.799805
	Iteration 0F: 3 clusters Score -289947.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -290425.281250 Penalty: 9085.799805
	Iteration 1F: 3 clusters Score -290425.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290605.718750 Penalty: 9085.799805
	Iteration 2F: 3 clusters Score -290605.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -290669.500000 Penalty: 9085.799805
	Iteration 3Q: 3 clusters Score -290669.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -290702.906250 Penalty: 9085.799805
	Iteration 4Q: 3 clusters Score -290702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -290726.562500 Penalty: 9085.799805
	Iteration 5Q: 3 clusters Score -290726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290746.125000 Penalty: 9085.799805
	Iteration 6Q: 3 clusters Score -290746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290761.593750 Penalty: 9085.799805
	Iteration 7Q: 3 clusters Score -290761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290765.718750 Penalty: 9085.799805
	Iteration 8Q: 3 clusters Score -290765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290771.656250 Penalty: 9085.799805
	Iteration 9Q: 3 clusters Score -290771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -290777.781250 Penalty: 9085.799805
	Iteration 10Q: 3 clusters Score -290777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290784.312500 Penalty: 9085.799805
	Iteration 11Q: 3 clusters Score -290784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -290790.000000 Penalty: 9085.799805
	Iteration 12Q: 3 clusters Score -290790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290795.812500 Penalty: 9085.799805
	Iteration 13Q: 3 clusters Score -290795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -290799.531250 Penalty: 9085.799805
	Iteration 14Q: 3 clusters Score -290799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290800.687500 Penalty: 9085.799805
	Iteration 15Q: 3 clusters Score -290800.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -290804.281250 Penalty: 9085.799805
	Iteration 16Q: 3 clusters Score -290804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -290804.281250 Penalty: 9085.799805
	Iteration 17F: 3 clusters Score -290804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -171361.140625 Penalty: 4326.641113
	Iteration 0F: 2 clusters Score -171361.1 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 586 members 
Entering Unmasked Estep 
Score: -167333.312500 Penalty: 8653.282227
	Iteration 0F: 3 clusters Score -167333.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -168518.156250 Penalty: 8653.282227
	Iteration 1F: 3 clusters Score -168518.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -169868.125000 Penalty: 8653.282227
	Iteration 2F: 3 clusters Score -169868.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170798.468750 Penalty: 8653.282227
	Iteration 3F: 3 clusters Score -170798.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -171173.437500 Penalty: 8653.282227
	Iteration 4F: 3 clusters Score -171173.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -171418.468750 Penalty: 8653.282227
	Iteration 5Q: 3 clusters Score -171418.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171640.921875 Penalty: 8653.282227
	Iteration 6Q: 3 clusters Score -171640.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -171730.093750 Penalty: 8653.282227
	Iteration 7Q: 3 clusters Score -171730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -171773.093750 Penalty: 8653.282227
	Iteration 8Q: 3 clusters Score -171773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -171823.265625 Penalty: 8653.282227
	Iteration 9Q: 3 clusters Score -171823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -171859.000000 Penalty: 8653.282227
	Iteration 10Q: 3 clusters Score -171859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -171885.890625 Penalty: 8653.282227
	Iteration 11Q: 3 clusters Score -171885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -171891.671875 Penalty: 8653.282227
	Iteration 12Q: 3 clusters Score -171891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171899.953125 Penalty: 8653.282227
	Iteration 13Q: 3 clusters Score -171900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -171916.906250 Penalty: 8653.282227
	Iteration 14Q: 3 clusters Score -171916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -171928.781250 Penalty: 8653.282227
	Iteration 15Q: 3 clusters Score -171928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -171928.781250 Penalty: 8653.282227
	Iteration 16F: 3 clusters Score -171928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62062 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 457 members 
Entering Unmasked Estep 
Score: -226859440.000000 Penalty: 258397.593750
Splitting cluster 23 changes total score from -226862416.000000 to -226859440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (27682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Entering Unmasked Estep 
Score: -5121449.500000 Penalty: 6264.979492
	Iteration 0F: 2 clusters Score -5121450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5100101.000000 Penalty: 12529.958984
	Iteration 0F: 3 clusters Score -5100101 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -5106101.500000 Penalty: 12529.958984
	Iteration 1F: 3 clusters Score -5106102 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5106801.000000 Penalty: 12529.958984
	Iteration 2F: 3 clusters Score -5106801 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5107286.000000 Penalty: 12529.958984
	Iteration 3Q: 3 clusters Score -5107286 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5107662.000000 Penalty: 12529.958984
	Iteration 4Q: 3 clusters Score -5107662 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5108027.500000 Penalty: 12529.958984
	Iteration 5Q: 3 clusters Score -5108028 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5108383.000000 Penalty: 12529.958984
	Iteration 6Q: 3 clusters Score -5108383 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5108853.500000 Penalty: 12529.958984
	Iteration 7Q: 3 clusters Score -5108854 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5109348.000000 Penalty: 12529.958984
	Iteration 8Q: 3 clusters Score -5109348 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5110008.500000 Penalty: 12529.958984
	Iteration 9Q: 3 clusters Score -5110008 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5110776.500000 Penalty: 12529.958984
	Iteration 10Q: 3 clusters Score -5110776 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -5111631.000000 Penalty: 12529.958984
	Iteration 11Q: 3 clusters Score -5111631 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5112375.000000 Penalty: 12529.958984
	Iteration 12Q: 3 clusters Score -5112375 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5112977.500000 Penalty: 12529.958984
	Iteration 13Q: 3 clusters Score -5112978 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -5113489.500000 Penalty: 12529.958984
	Iteration 14Q: 3 clusters Score -5113490 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5113976.500000 Penalty: 12529.958984
	Iteration 15Q: 3 clusters Score -5113976 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5114439.000000 Penalty: 12529.958984
	Iteration 16Q: 3 clusters Score -5114439 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5114893.500000 Penalty: 12529.958984
	Iteration 17Q: 3 clusters Score -5114894 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -5115271.000000 Penalty: 12529.958984
	Iteration 18Q: 3 clusters Score -5115271 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -5115593.500000 Penalty: 12529.958984
	Iteration 19Q: 3 clusters Score -5115594 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -5115837.000000 Penalty: 12529.958984
	Iteration 20F: 3 clusters Score -5115837 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -5116115.000000 Penalty: 12529.958984
	Iteration 21Q: 3 clusters Score -5116115 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5116414.500000 Penalty: 12529.958984
	Iteration 22Q: 3 clusters Score -5116414 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -5116730.000000 Penalty: 12529.958984
	Iteration 23Q: 3 clusters Score -5116730 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5117090.500000 Penalty: 12529.958984
	Iteration 24Q: 3 clusters Score -5117090 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -5117371.500000 Penalty: 12529.958984
	Iteration 25Q: 3 clusters Score -5117372 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -5117652.500000 Penalty: 12529.958984
	Iteration 26Q: 3 clusters Score -5117652 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5117800.000000 Penalty: 12529.958984
	Iteration 27Q: 3 clusters Score -5117800 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -5117891.000000 Penalty: 12529.958984
	Iteration 28Q: 3 clusters Score -5117891 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5117976.000000 Penalty: 12529.958984
	Iteration 29Q: 3 clusters Score -5117976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5118077.000000 Penalty: 12529.958984
	Iteration 30Q: 3 clusters Score -5118077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5118161.000000 Penalty: 12529.958984
	Iteration 31Q: 3 clusters Score -5118161 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5118192.500000 Penalty: 12529.958984
	Iteration 32Q: 3 clusters Score -5118192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -5118221.000000 Penalty: 12529.958984
	Iteration 33Q: 3 clusters Score -5118221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -5118261.500000 Penalty: 12529.958984
	Iteration 34Q: 3 clusters Score -5118262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5118273.500000 Penalty: 12529.958984
	Iteration 35Q: 3 clusters Score -5118274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -5118297.500000 Penalty: 12529.958984
	Iteration 36Q: 3 clusters Score -5118298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -5118319.000000 Penalty: 12529.958984
	Iteration 37Q: 3 clusters Score -5118319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5118337.000000 Penalty: 12529.958984
	Iteration 38Q: 3 clusters Score -5118337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -5118344.000000 Penalty: 12529.958984
	Iteration 39Q: 3 clusters Score -5118344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -5118359.000000 Penalty: 12529.958984
	Iteration 40F: 3 clusters Score -5118359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -5118386.000000 Penalty: 12529.958984
	Iteration 41Q: 3 clusters Score -5118386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5118397.500000 Penalty: 12529.958984
	Iteration 42Q: 3 clusters Score -5118398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5118401.500000 Penalty: 12529.958984
	Iteration 43Q: 3 clusters Score -5118402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -5118401.500000 Penalty: 12529.958984
	Iteration 44Q: 3 clusters Score -5118402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -5118397.500000 Penalty: 12529.958984
	Iteration 45Q: 3 clusters Score -5118398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -5118416.500000 Penalty: 12529.958984
	Iteration 46Q: 3 clusters Score -5118416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -5118422.500000 Penalty: 12529.958984
	Iteration 47Q: 3 clusters Score -5118422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5118423.500000 Penalty: 12529.958984
	Iteration 48Q: 3 clusters Score -5118424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -5118419.500000 Penalty: 12529.958984
	Iteration 49Q: 3 clusters Score -5118420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -5118430.500000 Penalty: 12529.958984
	Iteration 50Q: 3 clusters Score -5118430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5118426.000000 Penalty: 12529.958984
	Iteration 51Q: 3 clusters Score -5118426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5118423.000000 Penalty: 12529.958984
	Iteration 52Q: 3 clusters Score -5118423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5118424.000000 Penalty: 12529.958984
	Iteration 53Q: 3 clusters Score -5118424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -5118422.500000 Penalty: 12529.958984
	Iteration 54Q: 3 clusters Score -5118422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5118427.500000 Penalty: 12529.958984
	Iteration 55Q: 3 clusters Score -5118428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5118426.500000 Penalty: 12529.958984
	Iteration 56Q: 3 clusters Score -5118426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5118426.500000 Penalty: 12529.958984
	Iteration 57Q: 3 clusters Score -5118426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -5118430.500000 Penalty: 12529.958984
	Iteration 58Q: 3 clusters Score -5118430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -5118429.500000 Penalty: 12529.958984
	Iteration 59Q: 3 clusters Score -5118430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5118425.000000 Penalty: 12529.958984
	Iteration 60F: 3 clusters Score -5118425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5118421.000000 Penalty: 12529.958984
	Iteration 61Q: 3 clusters Score -5118421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -5118427.000000 Penalty: 12529.958984
	Iteration 62Q: 3 clusters Score -5118427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -5118425.500000 Penalty: 12529.958984
	Iteration 63Q: 3 clusters Score -5118426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -5118426.000000 Penalty: 12529.958984
	Iteration 64Q: 3 clusters Score -5118426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5118433.500000 Penalty: 12529.958984
	Iteration 65Q: 3 clusters Score -5118434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5118436.000000 Penalty: 12529.958984
	Iteration 66Q: 3 clusters Score -5118436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5118436.000000 Penalty: 12529.958984
	Iteration 67Q: 3 clusters Score -5118436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5118436.000000 Penalty: 12529.958984
	Iteration 68F: 3 clusters Score -5118436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -833031.750000 Penalty: 5205.655273
	Iteration 0F: 2 clusters Score -833031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -826046.250000 Penalty: 10411.310547
	Iteration 0F: 3 clusters Score -826046.2 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -827478.187500 Penalty: 10411.310547
	Iteration 1F: 3 clusters Score -827478.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -828343.062500 Penalty: 10411.310547
	Iteration 2F: 3 clusters Score -828343.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -829288.625000 Penalty: 10411.310547
	Iteration 3F: 3 clusters Score -829288.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -830063.312500 Penalty: 10411.310547
	Iteration 4F: 3 clusters Score -830063.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -830493.937500 Penalty: 10411.310547
	Iteration 5F: 3 clusters Score -830493.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -830709.750000 Penalty: 10411.310547
	Iteration 6Q: 3 clusters Score -830709.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -830850.875000 Penalty: 10411.310547
	Iteration 7Q: 3 clusters Score -830850.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -830951.687500 Penalty: 10411.310547
	Iteration 8Q: 3 clusters Score -830951.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -831021.687500 Penalty: 10411.310547
	Iteration 9Q: 3 clusters Score -831021.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -831084.437500 Penalty: 10411.310547
	Iteration 10Q: 3 clusters Score -831084.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -831137.562500 Penalty: 10411.310547
	Iteration 11Q: 3 clusters Score -831137.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -831187.250000 Penalty: 10411.310547
	Iteration 12Q: 3 clusters Score -831187.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -831230.812500 Penalty: 10411.310547
	Iteration 13Q: 3 clusters Score -831230.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -831259.500000 Penalty: 10411.310547
	Iteration 14Q: 3 clusters Score -831259.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -831280.437500 Penalty: 10411.310547
	Iteration 15Q: 3 clusters Score -831280.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -831295.312500 Penalty: 10411.310547
	Iteration 16Q: 3 clusters Score -831295.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -831309.625000 Penalty: 10411.310547
	Iteration 17Q: 3 clusters Score -831309.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -831327.812500 Penalty: 10411.310547
	Iteration 18Q: 3 clusters Score -831327.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -831340.750000 Penalty: 10411.310547
	Iteration 19Q: 3 clusters Score -831340.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -831348.187500 Penalty: 10411.310547
	Iteration 20F: 3 clusters Score -831348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -831359.812500 Penalty: 10411.310547
	Iteration 21Q: 3 clusters Score -831359.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -831370.125000 Penalty: 10411.310547
	Iteration 22Q: 3 clusters Score -831370.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -831378.312500 Penalty: 10411.310547
	Iteration 23Q: 3 clusters Score -831378.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -831385.000000 Penalty: 10411.310547
	Iteration 24Q: 3 clusters Score -831385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -831394.562500 Penalty: 10411.310547
	Iteration 25Q: 3 clusters Score -831394.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -831404.000000 Penalty: 10411.310547
	Iteration 26Q: 3 clusters Score -831404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -831412.125000 Penalty: 10411.310547
	Iteration 27Q: 3 clusters Score -831412.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -831417.812500 Penalty: 10411.310547
	Iteration 28Q: 3 clusters Score -831417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -831423.000000 Penalty: 10411.310547
	Iteration 29Q: 3 clusters Score -831423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -831426.937500 Penalty: 10411.310547
	Iteration 30Q: 3 clusters Score -831426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -831430.687500 Penalty: 10411.310547
	Iteration 31Q: 3 clusters Score -831430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -831437.500000 Penalty: 10411.310547
	Iteration 32Q: 3 clusters Score -831437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -831440.625000 Penalty: 10411.310547
	Iteration 33Q: 3 clusters Score -831440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -831440.562500 Penalty: 10411.310547
	Iteration 34Q: 3 clusters Score -831440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -831440.562500 Penalty: 10411.310547
	Iteration 35F: 3 clusters Score -831440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -332653.843750 Penalty: 4656.470703
	Iteration 0F: 2 clusters Score -332653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -327852.250000 Penalty: 9312.941406
	Iteration 0F: 3 clusters Score -327852.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -328459.375000 Penalty: 9312.941406
	Iteration 1F: 3 clusters Score -328459.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -328694.875000 Penalty: 9312.941406
	Iteration 2F: 3 clusters Score -328694.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -328856.562500 Penalty: 9312.941406
	Iteration 3Q: 3 clusters Score -328856.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328957.875000 Penalty: 9312.941406
	Iteration 4Q: 3 clusters Score -328957.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -329044.156250 Penalty: 9312.941406
	Iteration 5Q: 3 clusters Score -329044.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -329129.031250 Penalty: 9312.941406
	Iteration 6Q: 3 clusters Score -329129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -329212.343750 Penalty: 9312.941406
	Iteration 7Q: 3 clusters Score -329212.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -329346.843750 Penalty: 9312.941406
	Iteration 8Q: 3 clusters Score -329346.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -329479.156250 Penalty: 9312.941406
	Iteration 9Q: 3 clusters Score -329479.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -329608.468750 Penalty: 9312.941406
	Iteration 10Q: 3 clusters Score -329608.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -329753.156250 Penalty: 9312.941406
	Iteration 11Q: 3 clusters Score -329753.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -329863.250000 Penalty: 9312.941406
	Iteration 12Q: 3 clusters Score -329863.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -329957.250000 Penalty: 9312.941406
	Iteration 13Q: 3 clusters Score -329957.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -330017.937500 Penalty: 9312.941406
	Iteration 14Q: 3 clusters Score -330017.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -330119.125000 Penalty: 9312.941406
	Iteration 15Q: 3 clusters Score -330119.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -330206.562500 Penalty: 9312.941406
	Iteration 16Q: 3 clusters Score -330206.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -330273.218750 Penalty: 9312.941406
	Iteration 17Q: 3 clusters Score -330273.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -330378.812500 Penalty: 9312.941406
	Iteration 18Q: 3 clusters Score -330378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -330483.718750 Penalty: 9312.941406
	Iteration 19Q: 3 clusters Score -330483.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330583.718750 Penalty: 9312.941406
	Iteration 20F: 3 clusters Score -330583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330746.843750 Penalty: 9312.941406
	Iteration 21Q: 3 clusters Score -330746.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -330790.906250 Penalty: 9312.941406
	Iteration 22Q: 3 clusters Score -330790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -330817.593750 Penalty: 9312.941406
	Iteration 23Q: 3 clusters Score -330817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -330842.718750 Penalty: 9312.941406
	Iteration 24Q: 3 clusters Score -330842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -330853.218750 Penalty: 9312.941406
	Iteration 25Q: 3 clusters Score -330853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -330861.125000 Penalty: 9312.941406
	Iteration 26Q: 3 clusters Score -330861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -330861.750000 Penalty: 9312.941406
	Iteration 27Q: 3 clusters Score -330861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -330864.156250 Penalty: 9312.941406
	Iteration 28Q: 3 clusters Score -330864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -330864.156250 Penalty: 9312.941406
	Iteration 29F: 3 clusters Score -330864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -238274.187500 Penalty: 4528.750488
	Iteration 0F: 2 clusters Score -238274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -233856.078125 Penalty: 9057.500977
	Iteration 0F: 3 clusters Score -233856.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -235173.843750 Penalty: 9057.500977
	Iteration 1F: 3 clusters Score -235173.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -235929.531250 Penalty: 9057.500977
	Iteration 2F: 3 clusters Score -235929.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -236986.562500 Penalty: 9057.500977
	Iteration 3F: 3 clusters Score -236986.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -238297.375000 Penalty: 9057.500977
	Iteration 4F: 3 clusters Score -238297.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -239309.265625 Penalty: 9057.500977
	Iteration 5F: 3 clusters Score -239309.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -239715.375000 Penalty: 9057.500977
	Iteration 6Q: 3 clusters Score -239715.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -240045.593750 Penalty: 9057.500977
	Iteration 7Q: 3 clusters Score -240045.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -240221.109375 Penalty: 9057.500977
	Iteration 8Q: 3 clusters Score -240221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -240288.796875 Penalty: 9057.500977
	Iteration 9Q: 3 clusters Score -240288.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -240361.625000 Penalty: 9057.500977
	Iteration 10Q: 3 clusters Score -240361.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -240415.843750 Penalty: 9057.500977
	Iteration 11Q: 3 clusters Score -240415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -240547.875000 Penalty: 9057.500977
	Iteration 12Q: 3 clusters Score -240547.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -240684.890625 Penalty: 9057.500977
	Iteration 13Q: 3 clusters Score -240684.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -240838.875000 Penalty: 9057.500977
	Iteration 14Q: 3 clusters Score -240838.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -241197.359375 Penalty: 9057.500977
	Iteration 15Q: 3 clusters Score -241197.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -241263.015625 Penalty: 9057.500977
	Iteration 16Q: 3 clusters Score -241263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241277.031250 Penalty: 9057.500977
	Iteration 17Q: 3 clusters Score -241277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241277.031250 Penalty: 9057.500977
	Iteration 18F: 3 clusters Score -241277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 105109 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 34185 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 23052 members 
Mstep: Class 10 contains 39065 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 63006 members 
Mstep: Class 14 contains 11447 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 481497 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 173634 members 
Mstep: Class 20 contains 75519 members 
Mstep: Class 21 contains 62062 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 27682 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 777 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 849 members 
Entering Unmasked Estep 
Score: -226861824.000000 Penalty: 258397.593750
Splitting cluster 27 changes total score from -226862416.000000 to -226861824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -64778.746094 Penalty: 3705.461914
	Iteration 0F: 2 clusters Score -64778.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61695.136719 Penalty: 7410.923828
	Iteration 0F: 3 clusters Score -61695.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61840.660156 Penalty: 7410.923828
	Iteration 1F: 3 clusters Score -61840.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61868.023438 Penalty: 7410.923828
	Iteration 2Q: 3 clusters Score -61868.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61878.238281 Penalty: 7410.923828
	Iteration 3Q: 3 clusters Score -61878.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61891.425781 Penalty: 7410.923828
	Iteration 4Q: 3 clusters Score -61891.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61891.425781 Penalty: 7410.923828
	Iteration 5F: 3 clusters Score -61891.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -629036.437500 Penalty: 5041.880371
	Iteration 0F: 2 clusters Score -629036.4 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 1897 members 
Entering Unmasked Estep 
Score: -622859.250000 Penalty: 10083.760742
	Iteration 0F: 3 clusters Score -622859.2 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -623844.312500 Penalty: 10083.760742
	Iteration 1F: 3 clusters Score -623844.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -624121.312500 Penalty: 10083.760742
	Iteration 2F: 3 clusters Score -624121.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -624257.750000 Penalty: 10083.760742
	Iteration 3Q: 3 clusters Score -624257.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -624360.062500 Penalty: 10083.760742
	Iteration 4Q: 3 clusters Score -624360.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -624436.312500 Penalty: 10083.760742
	Iteration 5Q: 3 clusters Score -624436.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -624521.937500 Penalty: 10083.760742
	Iteration 6Q: 3 clusters Score -624521.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -624612.187500 Penalty: 10083.760742
	Iteration 7Q: 3 clusters Score -624612.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -624695.750000 Penalty: 10083.760742
	Iteration 8Q: 3 clusters Score -624695.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -624757.500000 Penalty: 10083.760742
	Iteration 9Q: 3 clusters Score -624757.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -624819.250000 Penalty: 10083.760742
	Iteration 10Q: 3 clusters Score -624819.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -624874.125000 Penalty: 10083.760742
	Iteration 11Q: 3 clusters Score -624874.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -624915.562500 Penalty: 10083.760742
	Iteration 12Q: 3 clusters Score -624915.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -624943.000000 Penalty: 10083.760742
	Iteration 13Q: 3 clusters Score -624943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -624967.625000 Penalty: 10083.760742
	Iteration 14Q: 3 clusters Score -624967.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -624992.500000 Penalty: 10083.760742
	Iteration 15Q: 3 clusters Score -624992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -625014.812500 Penalty: 10083.760742
	Iteration 16Q: 3 clusters Score -625014.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -625037.375000 Penalty: 10083.760742
	Iteration 17Q: 3 clusters Score -625037.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -625049.250000 Penalty: 10083.760742
	Iteration 18Q: 3 clusters Score -625049.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -625057.000000 Penalty: 10083.760742
	Iteration 19Q: 3 clusters Score -625057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -625064.812500 Penalty: 10083.760742
	Iteration 20F: 3 clusters Score -625064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -625074.562500 Penalty: 10083.760742
	Iteration 21Q: 3 clusters Score -625074.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -625086.500000 Penalty: 10083.760742
	Iteration 22Q: 3 clusters Score -625086.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -625103.750000 Penalty: 10083.760742
	Iteration 23Q: 3 clusters Score -625103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -625128.000000 Penalty: 10083.760742
	Iteration 24Q: 3 clusters Score -625128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -625148.000000 Penalty: 10083.760742
	Iteration 25Q: 3 clusters Score -625148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -625154.875000 Penalty: 10083.760742
	Iteration 26Q: 3 clusters Score -625154.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -625163.312500 Penalty: 10083.760742
	Iteration 27Q: 3 clusters Score -625163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -625176.250000 Penalty: 10083.760742
	Iteration 28Q: 3 clusters Score -625176.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -625187.500000 Penalty: 10083.760742
	Iteration 29Q: 3 clusters Score -625187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -625196.062500 Penalty: 10083.760742
	Iteration 30Q: 3 clusters Score -625196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -625201.000000 Penalty: 10083.760742
	Iteration 31Q: 3 clusters Score -625201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -625207.437500 Penalty: 10083.760742
	Iteration 32Q: 3 clusters Score -625207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -625215.437500 Penalty: 10083.760742
	Iteration 33Q: 3 clusters Score -625215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -625220.312500 Penalty: 10083.760742
	Iteration 34Q: 3 clusters Score -625220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -625223.812500 Penalty: 10083.760742
	Iteration 35Q: 3 clusters Score -625223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -625225.625000 Penalty: 10083.760742
	Iteration 36Q: 3 clusters Score -625225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -625231.250000 Penalty: 10083.760742
	Iteration 37Q: 3 clusters Score -625231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -625232.812500 Penalty: 10083.760742
	Iteration 38Q: 3 clusters Score -625232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -625233.500000 Penalty: 10083.760742
	Iteration 39Q: 3 clusters Score -625233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -625233.500000 Penalty: 10083.760742
	Iteration 40F: 3 clusters Score -625233.5 nChanged 0
--- Evaluating fit on full set of 3840322 points ---
Entering Unmasked Estep 
Score: -694378048.000000 Penalty: 269298.437500
25->30 Clusters: Score -694378048.000000, best is -694511360.000000

Main iterations: 0 (time per=infms)
Total iterations: 43888 (time per=987.215416ms)
Iterations metric 2: 9563293089792.000000 (time per=4.530543ns)
Iterations metric 3: 459037212672000.000000 (time per=94.386488ps)

That took 43326.910156 seconds.
